Childhood Cancer Genomics (PDQ®)–Health Professional Version
General Information About Childhood Cancer Genomics
Research teams from around the world have made remarkable progress in the past decade in elucidating the genomic landscape of most types of childhood cancer. A decade ago it was possible to hope that targetable oncogenes, such as activated tyrosine kinases, might be identified in a high percentage of childhood cancers. However, it is now clear that the genomic landscape of childhood cancer is highly varied, and in many cases is quite distinctive from that of the common adult cancers.
There are examples of genomic lesions that have provided immediate therapeutic direction, including the following:
NPM::ALK fusion genes associated with anaplastic large cell lymphoma cases.
ALK single nucleotide variants associated with a subset of neuroblastoma cases.
BRAF and other kinase genomic alterations associated with subsets of pediatric glioma cases.
Hedgehog pathway variants associated with a subset of medulloblastoma cases.
ABL family genes activated by translocation in a subset of acute lymphoblastic leukemia (ALL) cases.
For some cancers, the genomic findings have been highly illuminating in the identification of genomically defined subsets of patients within histologies that have distinctive biological features and distinctive clinical characteristics (particularly in terms of prognosis). In some instances, identification of these subtypes has resulted in early clinical translation as exemplified by the WNT subgroup of medulloblastoma. Because of its excellent outcome, the WNT subgroup will be studied separately in future medulloblastoma clinical trials so that reductions in therapy can be evaluated with the goal of maintaining favorable outcome while reducing long-term morbidity. However, the prognostic significance of the recurring genomic lesions for some other cancers remains to be defined.
A key finding from genomic studies is the extent to which the molecular characteristics of childhood cancers correlate with their tissue (cell) of origin. As with most adult cancers, variants in childhood cancers do not arise at random, but rather are linked in specific constellations to disease categories. A few examples include the following:
The presence of H3.3 and H3.1 K27M variants almost exclusively among pediatric midline high-grade gliomas.
The loss of SMARCB1 in rhabdoid tumors.
The presence of RELA translocations in supratentorial ependymomas.
The presence of specific fusion proteins in different pediatric sarcomas.
Another theme across multiple childhood cancers is the contribution of variants of genes involved in normal development of the tissue of origin of the cancer and the contribution of genes involved in epigenomic regulation.
Structural variations play an important role for many childhood cancers. Translocations resulting in oncogenic fusion genes or overexpression of oncogenes play a central role, particularly for the leukemias and sarcomas. However, for other childhood cancers that are primarily characterized by structural variations, functional fusion genes are not produced. Mechanisms by which these recurring structural variations have oncogenic effects have been identified for osteosarcoma (translocations confined to the first intron of TP53) and medulloblastoma (structural variants juxtapose GFI1 or GFI1B coding sequences proximal to active enhancer elements leading to transcriptional activation [enhancer hijacking]).[1,2] However, the oncogenic mechanisms of action for recurring structural variations of other childhood cancers (e.g., the segmental chromosomal alterations in neuroblastoma) need to be elucidated.
Understanding of the contribution of germline variants to childhood cancer etiology is being advanced by the application of whole-genome and exome sequencing to cohorts of children with cancer. Estimates for rates of germline pathogenic variants approaching 10% have emerged from studies applying these sequencing methods to childhood cancer cohorts.[3–5] In some cases, the germline pathogenic variants are clearly contributory to the patient’s cancer (e.g., TP53 variants arising in the context of Li-Fraumeni syndrome), whereas in other cases, the contribution of the germline variant to the patient’s cancer is less clear (e.g., variants in adult cancer predisposition genes such as BRCA1 and BRCA2 that have an undefined role in childhood cancer predisposition).[4,5] The frequency of germline variants differs by tumor type (e.g., lower for neuroblastoma and higher for osteosarcoma),[5] and many of the identified germline variants fit into known predisposition syndromes (e.g., DICER1 for pleuropulmonary blastoma, SMARCB1 and SMARCA4 for rhabdoid tumor and small cell ovarian cancer, TP53 for adrenocortical carcinoma and Li-Fraumeni syndrome cancers, RB1 for retinoblastoma, etc.). The germline contribution to the development of specific cancers is discussed in the disease-specific sections that follow.
Each section of this document is meant to provide readers with a brief summary of current knowledge about the genomic landscape of specific childhood cancers, an understanding that is critical in considering how to apply precision medicine concepts to childhood cancers.
References
Northcott PA, Lee C, Zichner T, et al.: Enhancer hijacking activates GFI1 family oncogenes in medulloblastoma. Nature 511 (7510): 428-34, 2014. [PUBMED Abstract]
Chen X, Bahrami A, Pappo A, et al.: Recurrent somatic structural variations contribute to tumorigenesis in pediatric osteosarcoma. Cell Rep 7 (1): 104-12, 2014. [PUBMED Abstract]
Mody RJ, Wu YM, Lonigro RJ, et al.: Integrative Clinical Sequencing in the Management of Refractory or Relapsed Cancer in Youth. JAMA 314 (9): 913-25, 2015. [PUBMED Abstract]
Parsons DW, Roy A, Yang Y, et al.: Diagnostic Yield of Clinical Tumor and Germline Whole-Exome Sequencing for Children With Solid Tumors. JAMA Oncol 2 (5): 616-624, 2016. [PUBMED Abstract]
Zhang J, Walsh MF, Wu G, et al.: Germline Mutations in Predisposition Genes in Pediatric Cancer. N Engl J Med 373 (24): 2336-46, 2015. [PUBMED Abstract]
Leukemias
Acute Lymphoblastic Leukemia (ALL)
Genomics of childhood ALL
The genomics of childhood acute lymphoblastic leukemia (ALL) has been extensively investigated, and multiple distinctive subtypes have been defined on the basis of cytogenetic and molecular characterizations, each with its own pattern of clinical and prognostic characteristics.[1,2] The discussion of the genomics of childhood ALL below is divided into three sections: the genomic alterations associated with B-ALL, followed by the genomic alterations associated with T-ALL and mixed phenotype acute leukemia (MPAL). Figures 1, 2, and 4 illustrate the distribution of B-ALL (stratified by National Cancer Institute [NCI] standard- and high-risk B-ALL) and T-ALL cases by cytogenetic/molecular subtypes.[1]
Throughout this section, the percentages of genomic subtypes from among all B-ALL and T-ALL cases are derived primarily from a report describing the genomic characterization of patients treated on several Children’s Oncology Group (COG) and St. Jude Children’s Research Hospital (SJCRH) clinical trials. Percentages by subtype are presented for NCI standard-risk and NCI high-risk patients with B-ALL (up to age 18 years).[1]
B-ALL cytogenetics/genomics
B-ALL is typified by genomic alterations that include: 1) gene fusions that lead to aberrant activity of transcription factors, 2) chromosomal gains and losses (e.g., hyperdiploidy or hypodiploidy), and 3) alterations leading to activation of tyrosine kinase genes.[1] Figures 1 and 2 illustrate the distribution of NCI standard-risk and high-risk B-ALL cases by 23 cytogenetic/molecular subtypes.[1] The two most common subtypes (hyperdiploid and ETV6::RUNX1 fusion) together account for approximately 60% of NCI standard-risk B-ALL cases, but only approximately 25% of NCI high-risk cases. Most other subtypes are much less common, with most occurring at frequencies less than 2% to 3% of B-ALL cases. The molecular and clinical characteristics of some of the subtypes are discussed below.
EnlargeFigure 1. Genomic subtypes and frequencies of NCI standard-risk B-ALL. The figure represents data from 1,126 children diagnosed with NCI standard-risk B-ALL (aged 1–9 years and WBC <50,000/µL) and enrolled in St. Jude Children’s Research Hospital or Children’s Oncology Group clinical trials. Adapted from Supplemental Table 2 of Brady SW, Roberts KG, Gu Z, et al.: The genomic landscape of pediatric acute lymphoblastic leukemia. Nature Genetics 54: 1376-1389, 2022.EnlargeFigure 2. Genomic subtypes and frequencies of NCI high-risk B-ALL. The figure represents data from 1,084 children diagnosed with NCI high-risk B-ALL (aged 1–18 years and WBC >50,000/µL) and enrolled in St. Jude Children’s Research Hospital or Children’s Oncology Group clinical trials. Adapted from Supplemental Table 2 of Brady SW, Roberts KG, Gu Z, et al.: The genomic landscape of pediatric acute lymphoblastic leukemia. Nature Genetics 54: 1376-1389, 2022.
The genomic landscape of B-ALL is characterized by a range of genomic alterations that disrupt normal B-cell development and, in some cases, by variants in genes that provide a proliferation signal (e.g., activating variants in RAS family genes or variants/translocations leading to kinase pathway signaling). Genomic alterations leading to blockage of B-cell development include translocations (e.g., TCF3::PBX1 and ETV6::RUNX1 fusions), single nucleotide variants (e.g., IKZF1 and PAX5), and intragenic/intergenic deletions (e.g., IKZF1, PAX5, EBF, and ERG).[3]
The genomic alterations in B-ALL tend not to occur at random, but rather to cluster within subtypes that can be delineated by biological characteristics such as their gene expression profiles. Cases with recurring chromosomal translocations (e.g., TCF3::PBX1 and ETV6::RUNX1 fusions and KMT2A-rearranged ALL) have distinctive biological features and illustrate this point, as do the examples below of specific genomic alterations within unique biological subtypes:
IKZF1 deletions and variants are most commonly observed within cases of BCR::ABL1 ALL and BCR::ABL1-like ALL.[4,5]
Intragenic ERG deletions occur within a distinctive subtype characterized by gene rearrangements involving DUX4.[6,7]
TP53 variants, often germline and pathogenic, occur at high frequency in patients with low hypodiploid ALL with 32 to 39 chromosomes.[8] TP53 variants are uncommon in other patients with B-ALL.
Activating single nucleotide variants in kinase genes are uncommon in high-risk B-ALL. JAK genes are the primary kinases that are found to be altered. These variants are generally observed in patients with BCR::ABL1-like ALL who have CRLF2 abnormalities, although JAK2 variants are also observed in approximately 25% of children with Down syndrome and ALL, occurring exclusively in cases with CRLF2 gene rearrangements.[5,9–11] Several kinase genes and cytokine receptor genes are activated by translocations, as described below in the discussion of BCR::ABL1 ALL and BCR::ABL1-like ALL. FLT3 variants occur in a minority of cases (approximately 10%) of hyperdiploid ALL and KMT2A-rearranged ALL, and are rare in other subtypes.[12]
Understanding of the genomics of B-ALL at relapse is less advanced than the understanding of ALL genomics at diagnosis. Childhood ALL is often polyclonal at diagnosis and under the selective influence of therapy, some clones may be extinguished and new clones with distinctive genomic profiles may arise.[13] However, molecular subtype–defining lesions such as translocations and aneuploidy are almost always retained at relapse.[1,13] Of particular importance are new variants that arise at relapse that may be selected by specific components of therapy. As an example, variants in NT5C2 are not found at diagnosis, whereas specific variants in NT5C2 were observed in 7 of 44 (16%) and 9 of 20 (45%) cases of B-ALL with early relapse that were evaluated for this variant in two studies.[13,14] NT5C2 variants are uncommon in patients with late relapse, and they appear to induce resistance to mercaptopurine and thioguanine.[14] Another gene that is found altered only at relapse is PRSP1, a gene involved in purine biosynthesis.[15] Variants were observed in 13.0% of a Chinese cohort and 2.7% of a German cohort, and were observed in patients with on-treatment relapses. The PRSP1 variants observed in relapsed cases induce resistance to thiopurines in leukemia cell lines. CREBBP variants are also enriched at relapse and appear to be associated with increased resistance to glucocorticoids.[13,16] With increased understanding of the genomics of relapse, it may be possible to tailor upfront therapy to avoid relapse or detect resistance-inducing variants early and intervene before a frank relapse.
Several recurrent chromosomal abnormalities have been shown to have prognostic significance, especially in B-ALL. Some chromosomal alterations are associated with more favorable outcomes, such as favorable trisomies (51–65 chromosomes) and the ETV6::RUNX1 fusion.[17][Level of evidence B4] Other alterations historically have been associated with a poorer prognosis, including the BCR::ABL1 fusion (Philadelphia chromosome–positive [Ph+]; t(9;22)(q34;q11.2)), rearrangements of the KMT2A gene, hypodiploidy, and intrachromosomal amplification of the RUNX1 gene (iAMP21).[18]
In recognition of the clinical significance of many of these genomic alterations, the 5th edition revision of the World Health Organization Classification of Haematolymphoid Tumours lists the following entities for B-ALL:[19]
B-lymphoblastic leukemia/lymphoma, NOS.
B-lymphoblastic leukemia/lymphoma with high hyperdiploidy.
B-lymphoblastic leukemia/lymphoma with hypodiploidy.
B-lymphoblastic leukemia/lymphoma with iAMP21.
B-lymphoblastic leukemia/lymphoma with BCR::ABL1 fusion.
B-lymphoblastic leukemia/lymphoma with BCR::ABL1-like features.
B-lymphoblastic leukemia/lymphoma with KMT2A rearrangement.
B-lymphoblastic leukemia/lymphoma with ETV6::RUNX1 fusion.
B-lymphoblastic leukemia/lymphoma with ETV6::RUNX1-like features.
B-lymphoblastic leukemia/lymphoma with TCF3::PBX1 fusion.
B-lymphoblastic leukemia/lymphoma with IGH::IL3 fusion.
B-lymphoblastic leukemia/lymphoma with TCF3::HLF fusion.
B-lymphoblastic leukemia/lymphoma with other defined genetic abnormalities.
The category of B-ALL with other defined genetic abnormalities includes potential novel entities, including B-ALL with DUX4, MEF2D, ZNF384 or NUTM1 rearrangements; B-ALL with IG::MYC fusions; and B-ALL with PAX5alt or PAX5 p.P80R (NP_057953.1) abnormalities.
These and other chromosomal and genomic abnormalities for childhood ALL are described below.
Chromosome number.
High hyperdiploidy (51–65 chromosomes).
High hyperdiploidy, defined as 51 to 65 chromosomes per cell or a DNA index greater than 1.16, occurs in approximately 33% of NCI standard-risk and 14% of NCI high-risk pediatric B-ALL cases.[1,20] Hyperdiploidy can be evaluated by measuring the DNA content of cells (DNA index) or by karyotyping. In cases with a normal karyotype or in which standard cytogenetic analysis was unsuccessful, interphase fluorescence in situ hybridization (FISH) may detect hidden hyperdiploidy.
High hyperdiploidy generally occurs in cases with clinically favorable prognostic factors (patients aged 1 to <10 years with a low white blood cell [WBC] count) and is an independent favorable prognostic factor.[20–22] Within the hyperdiploid range of 51 to 65 chromosomes, patients with higher modal numbers (58–66) appeared to have a better prognosis in one study.[22] Hyperdiploid leukemia cells are particularly susceptible to undergoing apoptosis and accumulate higher levels of methotrexate and its active polyglutamate metabolites,[23] which may explain the favorable outcome commonly observed in these cases.
While the overall outcome of patients with high hyperdiploidy is considered to be favorable, factors such as age, WBC count, specific trisomies, and early response to treatment have been shown to modify its prognostic significance.[24–26]
Multiple reports have described the prognostic significance of specific chromosome trisomies among children with hyperdiploid B-ALL.
A study combining experience from the Children’s Cancer Group and the Pediatric Oncology Group (POG) found that patients with trisomies of chromosomes 4, 10, and 17 (triple trisomies) have a particularly favorable outcome.[27]; [17][Level of evidence B4]
A report using POG data found that NCI standard-risk patients with trisomies of 4 and 10, without regard to chromosome 17 status, have an excellent prognosis.[28] COG protocols currently use double trisomies of chromosomes 4 and 10 to define favorable hyperdiploidy.
A retrospective analysis evaluated patients treated on two consecutive UKALL trials to identify and validate a profile to predict outcome in high hyperdiploid B-ALL. The investigators defined a good-risk group (approximately 80% of high hyperdiploidy patients) that was associated with a more favorable prognosis. Good-risk patients had either trisomies of both chromosomes 17 and 18 or trisomy of one of these two chromosomes along with absence of trisomies of chromosomes 5 and 20. All other patients were defined as poor risk and had a less favorable outcome. End-induction MRD and copy number alterations (such as IKZF1 deletion) were prognostically significant within each hyperdiploid risk group.[29]
Chromosomal translocations may be seen with high hyperdiploidy, and in those cases, patients are more appropriately risk-classified on the basis of the prognostic significance of the translocation. For instance, in one study, 8% of patients with the BCR::ABL1 fusion also had high hyperdiploidy,[30] and the outcome of these patients (treated without tyrosine kinase inhibitors) was inferior to that observed in non-BCR::ABL1 high hyperdiploid patients.
Certain patients with hyperdiploid ALL may have a hypodiploid clone that has doubled (masked hypodiploidy).[31] Molecular technologies, such as single nucleotide polymorphism microarrays to detect widespread loss of heterozygosity, can be used to identify patients with masked hypodiploidy.[31] These cases may be interpretable based on the pattern of gains and losses of specific chromosomes (hyperdiploidy with two and four copies of chromosomes rather than three copies). These patients have an unfavorable outcome, similar to those with hypodiploidy.[32]
Near triploidy (68–80 chromosomes) and near tetraploidy (>80 chromosomes) are much less common and appear to be biologically distinct from high hyperdiploidy.[33] Unlike high hyperdiploidy, a high proportion of near tetraploid cases harbor a cryptic ETV6::RUNX1 fusion.[33–35] Near triploidy and tetraploidy were previously thought to be associated with an unfavorable prognosis, but later studies suggest that this may not be the case.[33,35]
The genomic landscape of hyperdiploid ALL is characterized by variants in genes of the receptor tyrosine kinase (RTK)/RAS pathway in approximately one-half of cases. Genes encoding histone modifiers are also present in a recurring manner in a minority of cases. Analysis of variant profiles demonstrates that chromosomal gains are early events in the pathogenesis of hyperdiploid ALL and may occur in utero, while variants in RTK/RAS pathway genes are late events in leukemogenesis and are often subclonal.[1,36]
Hypodiploidy (<44 chromosomes).
B-ALL cases with fewer than the normal number of chromosomes have been subdivided in various ways, with one report stratifying on the basis of modal chromosome number into the following four groups:[32]
Near-haploid: 24 to 29 chromosomes (n = 46).
Low-hypodiploid: 33 to 39 chromosomes (n = 26).
High-hypodiploid: 40 to 43 chromosomes (n = 13).
Near-diploid: 44 chromosomes (n = 54).
Near-haploid cases represent approximately 2% of NCI standard-risk and 2% of NCI high-risk pediatric B-ALL.[1]
Low-hypodiploid cases represent approximately 0.5% of NCI standard-risk and 2.6% of NCI high-risk pediatric B-ALL cases.[1]
Most patients with hypodiploidy are in the near-haploid and low-hypodiploid groups, and both of these groups have an elevated risk of treatment failure compared with nonhypodiploid cases.[32,37] Patients with fewer than 44 chromosomes have a worse outcome than do patients with 44 or 45 chromosomes in their leukemic cells.[32] Several studies have shown that patients with high minimal residual disease (MRD) (≥0.01%) after induction do very poorly, with 5-year event-free survival (EFS) rates ranging from 25% to 47%. Although hypodiploid patients with low MRD after induction fare better (5-year EFS rates, 64%–75%), their outcomes are still inferior to most children with other types of ALL.[38–40]
The recurring genomic alterations of near-haploid and low-hypodiploid ALL appear to be distinctive from each other and from other types of ALL.[8] In near-haploid ALL, alterations targeting RTK signaling, RAS signaling, and IKZF3 are common.[41] In low-hypodiploid ALL, genetic alterations involving TP53, RB1, and IKZF2 are common. Importantly, the TP53 alterations observed in low-hypodiploid ALL are also present in nontumor cells in approximately 40% of cases, suggesting that these variants are germline pathogenic and that low-hypodiploid ALL represents, in some cases, a manifestation of Li-Fraumeni syndrome.[8] Approximately two-thirds of patients with ALL and germline TP53 pathogenic variants have hypodiploid ALL.[42]
Chromosomal translocations and gains/deletions of chromosomal segments.
ETV6::RUNX1 fusion (t(12;21)(p13.2;q22.1)).
Fusion of the ETV6 gene on chromosome 12 to the RUNX1 gene on chromosome 21 is present in approximately 27% of NCI standard-risk and 10% of NCI high-risk pediatric B-ALL cases.[1,34]
The ETV6::RUNX1 fusion produces a cryptic translocation that is detected by methods such as FISH, rather than conventional cytogenetics, and it occurs most commonly in children aged 2 to 9 years.[43,44] Hispanic children with ALL have a lower incidence of ETV6::RUNX1 fusions than do White children.[45]
Reports generally indicate favorable EFS and overall survival (OS) rates in children with the ETV6::RUNX1 fusion; however, the prognostic impact of this genetic feature is modified by the following factors:[26,46–50]; [17][Level of evidence B4]
Early response to treatment.
NCI risk category (age and WBC count at diagnosis).
Treatment regimen.
In one study of the treatment of newly diagnosed children with ALL, multivariate analysis of prognostic factors found age and leukocyte count, but not ETV6::RUNX1 fusion status, to be independent prognostic factors.[46] However, another large trial only enrolled patients classified as having favorable-risk B-ALL, with low-risk clinical features, either trisomies of 4, 10, and 17 or ETV6::RUNX1 fusion, and end induction MRD less than 0.01%. Patients had a 5-year continuous complete remission rate of 93.7% and a 6-year OS rate of 98.2% for patients with ETV6::RUNX1.[17] It does not appear that the presence of secondary cytogenetic abnormalities, such as deletion of ETV6 (12p) or CDKN2A/B (9p), impacts the outcome of patients with the ETV6::RUNX1 fusion.[50,51]
There is a higher frequency of late relapses in patients with ETV6::RUNX1 fusions compared with other relapsed B-ALL patients.[46,52] Patients with the ETV6::RUNX1 fusion who relapse seem to have a better outcome than other relapse patients,[53] with an especially favorable prognosis for patients who relapse more than 36 months from diagnosis.[54] Some relapses in patients with ETV6::RUNX1 fusions may represent a new independent second hit in a persistent preleukemic clone (with the first hit being the ETV6::RUNX1 translocation).[55,56]
BCR::ABL1 fusion (t(9;22)(q34.1;q11.2); Ph+).
The BCR::ABL1 fusion leads to production of a BCR::ABL1 fusion protein with tyrosine kinase activity (see Figure 3).[1] The BCR::ABL1 fusion occurs in approximately 2% of NCI standard-risk and 5% of NCI high-risk pediatric B-ALL cases.[1] The BCR::ABL1 fusion is also the leukemogenic driver for chronic myeloid leukemia (CML). The most common BCR breakpoint in CML is different from the most common BCR breakpoint in ALL. The breakpoint that typifies CML produces a larger fusion protein (termed p210) than the breakpoint most commonly observed for ALL (termed p190, a smaller fusion protein).
EnlargeFigure 3. The Philadelphia chromosome is a translocation between the ABL1 oncogene (on the long arm of chromosome 9) and the BCR gene (on the long arm of chromosome 22), resulting in the fusion gene BCR::ABL1. BCR::ABL1 encodes an oncogenic protein with tyrosine kinase activity.
Ph+ ALL is more common in older children with B-ALL and high WBC counts, with the incidence of the BCR::ABL1 fusions increasing to about 25% in young adults with ALL.
Historically, the BCR::ABL1 fusion was associated with an extremely poor prognosis (especially in those who presented with a high WBC count or had a slow early response to initial therapy), and its presence had been considered an indication for allogeneic hematopoietic stem cell transplant (HSCT) in patients in first remission.[30,57–59] Inhibitors of the BCR::ABL1 tyrosine kinase, such as imatinib mesylate, are effective in patients with BCR::ABL1 ALL.[60] A study by the Children’s Oncology Group (COG), which used intensive chemotherapy and concurrent imatinib mesylate given daily, demonstrated a 5-year EFS rate of 70% (± 12%), which was superior to the EFS rate of historical controls in the pre-tyrosine kinase inhibitor (imatinib mesylate) era. This result eliminated the recommendation of HSCT for patients with a good early response to chemotherapy using a tyrosine kinase inhibitor.[61,62]
The International Consensus Classification of acute lymphoblastic leukemia/lymphoma from 2022 divides BCR::ABL1–positive B-ALL into two subtypes: cases with lymphoid-only involvement and cases with multilineage involvement.[63] These subtypes differ in the timing of their transformation event. A multipotent progenitor serves as the target cell of origin for BCR::ABL1–positive B-ALL with multilineage involvement, and a later progenitor is the target cell of origin for BCR::ABL1–positive B-ALL with lymphoid-only involvement.
BCR::ABL1–positive B-ALL with lymphoid-only involvement is the predominate subtype. Only a minority of cases in children and adults have multilineage involvement (estimated at 15%–30%).[64]
BCR::ABL1–positive B-ALL cases with lymphoid-only involvement and cases with multilineage involvement have similar clinical presentations and immunophenotypes. In addition, both subtypes commonly have the p190 fusion protein.[64,65]
One way of distinguishing between patients with lymphoid-only and multilineage involvement is to detect the BCR::ABL1 fusion in normal non-ALL B cells, T cells, and myeloid cells.[65]
A second way of distinguishing between patients with lymphoid-only and multilineage involvement is to detect quantitative differences in MRD levels (typically 1 log) using measures that quantify BCR::ABL1 DNA or RNA, compared with measures based on flow cytometry, real-time quantitative polymerase chain reaction (PCR), or next-generation sequencing (NGS) quantitation of leukemia-specific immunoglobulin (IG) or T-cell receptor (TCR) rearrangements.[64–66]
For patients with lymphoid-only BCR::ABL1–positive B-ALL, MRD estimates for these methods will be correlated with each other.
For patients with multilineage involvement BCR::ABL1–positive B-ALL, posttreatment MRD estimates based on detection of BCR::ABL1 DNA or RNA will often be higher than estimates based on flow cytometry or quantitation of leukemia-specific IG/TCR rearrangements.
For patients with BCR::ABL1–positive B-ALL and multilineage involvement, levels of BCR::ABL1 transcripts and DNA may remain stable over time despite continued treatment with chemotherapy and tyrosine kinase inhibitors. In these situations, the persisting BCR::ABL1 DNA or RNA likely represents evidence of a residual preleukemic clone and not leukemia cells. Therefore, the term MRD is a misnomer.
A corollary of the difference in MRD detection by methods based on BCR::ABL1 DNA or RNA detection versus MRD detection based on flow cytometry or IG/TCR rearrangements is that the latter methods provide more reliable prognostication.[64,66,67] For example, the presence of MRD by BCR::ABL1 DNA or RNA detection in the absence of MRD detection by IG/TCR rearrangements does not confer inferior prognosis.
Based on the limited numbers of patients studied to date, prognosis appears similar in both adults and children with lymphoid-only versus multilineage involvement BCR::ABL1–positive B-ALL.[64,66]
There are case reports of patients with multilineage involvement BCR::ABL1–positive B-ALL who relapse years from their initial diagnosis. In addition, their relapsed leukemia has the same BCR::ABL1 breakpoint as their initial leukemia, but it has a different IG/TCR rearrangement.[66] These case reports suggest that patients with multilineage BCR::ABL1–positive B-ALL are at risk of a second leukemogenic event, leading to a second BCR::ABL1 leukemia.
There is no evidence that a specific monitoring schedule or prolonged treatment with a tyrosine kinase inhibitor provides clinical benefit for patients with multilineage involvement BCR::ABL1–positive B-ALL who have maintained presence of BCR::ABL1 transcripts or DNA at the completion of a standard-duration course of leukemia therapy.
KMT2A-rearranged ALL (t(v;11q23.3)).
Rearrangements involving the KMT2A gene with more than 100 translocation partner genes result in the production of fusion oncoproteins. KMT2A gene rearrangements occur in up to 80% of infants with ALL. Beyond infancy, approximately 1% of NCI standard-risk and 4% of NCI high-risk pediatric B-ALL cases have KMT2A rearrangements.[1]
These rearrangements are generally associated with an increased risk of treatment failure, particularly in infants.[68–71] The KMT2A::AFF1 fusion (t(4;11)(q21;q23)) is the most common rearrangement involving the KMT2A gene in children with ALL and occurs in approximately 1% to 2% of childhood ALL.[69,72]
Patients with KMT2A::AFF1 fusions are usually infants with high WBC counts. These patients are more likely than other children with ALL to have central nervous system (CNS) disease and to have a poor response to initial therapy.[73] While both infants and adults with the KMT2A::AFF1 fusion are at high risk of treatment failure, children with the KMT2A::AFF1 fusion appear to have a better outcome.[68,69,74] Irrespective of the type of KMT2A gene rearrangement, infants with KMT2A-rearranged ALL have much worse event-free survival rates than non-infant pediatric patients with KMT2A-rearranged ALL.[68,69,74]
Whole-genome sequencing has determined that cases of infant ALL with KMT2A gene rearrangements have frequent subclonal NRAS or KRAS variants and few additional genomic alterations, none of which have clear clinical significance.[12,75] Deletion of the KMT2A gene has not been associated with an adverse prognosis.[76]
Of interest, the KMT2A::MLLT1 fusion (t(11;19)(q23;p13.3)) occurs in approximately 1% of ALL cases and occurs in both early B-lineage ALL and T-ALL.[77] Outcome for infants with the KMT2A::MLLT1 fusion is poor, but outcome appears relatively favorable in older children with T-ALL and the KMT2A::MLLT1 fusion.[77]
TCF3::PBX1 fusion (t(1;19)(q23;p13.3)) and TCF3::HLF fusion (t(17;19)(q22;p13)).
Fusion of the TCF3 gene on chromosome 19 to the PBX1 gene on chromosome 1 is present in approximately 4% of NCI standard-risk and 5% of NCI high-risk pediatric B-ALL cases.[1,78,79] The TCF3::PBX1 fusion may occur as either a balanced translocation or as an unbalanced translocation and is the primary recurring genomic alteration of the pre-B–ALL immunophenotype (cytoplasmic immunoglobulin positive).[80] Black children are relatively more likely than White children to have pre-B–ALL with the TCF3::PBX1 fusion.[81]
The TCF3::PBX1 fusion had been associated with inferior outcome in the context of antimetabolite-based therapy,[82] but the adverse prognostic significance was largely negated by more aggressive multiagent therapies.[79,83] More specifically, in a trial conducted by St. Jude Children’s Research Hospital (SJCRH) in which all patients were treated without cranial radiation, patients with the TCF3::PBX1 fusion had an overall outcome comparable to children lacking this translocation, but with a higher risk of CNS relapse and a lower rate of bone marrow relapse, suggesting that more intensive CNS therapy may be needed for these patients.[84,85]
The TCF3::HLF fusion occurs in less than 1% of pediatric ALL cases. ALL with the TCF3::HLF fusion is associated with disseminated intravascular coagulation and hypercalcemia at diagnosis. Outcome is very poor for children with the TCF3::HLF fusion, with a literature review noting mortality for 20 of 21 cases reported.[86] In addition to the TCF3::HLF fusion, the genomic landscape of this ALL subtype was characterized by deletions in genes involved in B-cell development (PAX5, BTG1, and VPREB1) and by variants in RAS pathway genes (NRAS, KRAS, and PTPN11).[80]
DUX4-rearranged ALL with frequent ERG deletions.
Approximately 3% of NCI standard-risk and 6% of NCI high-risk pediatric B-ALL patients have a rearrangement involving DUX4 that leads to its overexpression.[1,6,7] East Asian ancestry was linked to an increased prevalence of DUX4-rearranged ALL (favorable).[87] The most common rearrangement produces IGH::DUX4 fusions, with ERG::DUX4 fusions also observed.[88] DUX4-rearranged cases show a distinctive gene expression pattern that was initially identified as being associated with focal deletions in ERG,[88–91] and one-half to more than two-thirds of these cases have focal intragenic deletions involving ERG that are not observed in other ALL subtypes.[6,88] ERG deletions often appear to be clonal, but using sensitive detection methodology, it appears that most cases are polyclonal.[88] IKZF1 alterations are observed in 20% to 40% of DUX4-rearranged ALL.[6,7]
ERG deletion connotes an excellent prognosis, with OS rates exceeding 90%. Even when the IZKF1 deletion is present, prognosis remains highly favorable.[89–92] While patients with DUX4-rearranged ALL have an overall favorable prognosis, there is uncertainty as to whether this applies to both ERG-deleted and ERG-intact cases. In a study of 50 patients with DUX4-rearranged ALL, patients with an ERG deletion detected by genomic PCR (n = 33) had a more favorable EFS rate of approximately 90% than did patients with intact ERG (n = 17), with an EFS rate of approximately 70%.[90]
MEF2D-rearranged ALL.
Gene fusions involving MEF2D, a transcription factor that is expressed during B-cell development, are observed in approximately 0.3% of NCI standard-risk and 3% of NCI high-risk pediatric B-ALL cases.[1,93,94]
Although multiple fusion partners may occur, most cases involve BCL9, which is located on chromosome 1q21, as is MEF2D.[93,95] The interstitial deletion producing the MEF2D::BCL9 fusion is too small to be detected by conventional cytogenetic methods. Cases with MEF2D gene fusions show a distinctive gene expression profile, except for rare cases with MEF2D::CSFR1 that have a BCR::ABL1-like gene expression profile.[93,96]
The median age at diagnosis for cases of MEF2D-rearranged ALL in studies that included both adult and pediatric patients was 12 to 14 years.[93,94] For 22 children with MEF2D-rearranged ALL enrolled in a high-risk ALL clinical trial, the 5-year EFS rate was 72% (standard error, ± 10%), which was inferior to that for other patients.[93]
ZNF384-rearranged ALL.
ZNF384 is a transcription factor that is rearranged in approximately 0.3% of NCI standard-risk and 2.7% of NCI high-risk pediatric B-ALL cases.[1,93,97,98]
East Asian ancestry was associated with an increased prevalence of ZNF384.[87] Multiple fusion partners for ZNF384 have been reported, including ARID1B, CREBBP, EP300, SMARCA2, TAF15, and TCF3. Regardless of the fusion partner, ZNF384-rearranged ALL cases show a distinctive gene expression profile.[93,97,98] ZNF384 rearrangement does not appear to confer independent prognostic significance.[93,97,98] However, within the subset of patients with ZNF384 rearrangements, patients with EP300::ZNF384 fusions have lower relapse rates than patients with other ZNF384 fusion partners.[99] The immunophenotype of B-ALL with ZNF384 rearrangement is characterized by weak or negative CD10 expression, with expression of CD13 and/or CD33 commonly observed.[97,98] Cases of mixed phenotype acute leukemia (MPAL) (B/myeloid) that have ZNF384 gene fusions have been reported,[100,101] and a genomic evaluation of MPAL found that ZNF384 gene fusions were present in approximately one-half of B/myeloid cases.[102]
NUTM1-rearranged B-ALL.
NUTM1-rearranged B-ALL is most commonly observed in infants, representing 3% to 5% of overall cases of B-ALL in this age group and approximately 20% of infant B-ALL cases lacking the KMT2A rearrangement.[103] The frequency of NUTM1 rearrangement is lower in children after infancy (<1% of cases).[1,103]
The NUTM1 gene is located on chromosome 15q14, and some cases of B-ALL with NUTM1 rearrangements show chromosome 15q aberrations, but other cases are cryptic and have no cytogenetic abnormalities.[104] RNA sequencing, as well as break-apart FISH, can be used to detect the presence of the NUTM1 rearrangement.[103]
The NUTM1 rearrangement appears to be associated with a favorable outcome.[103,105] Among 35 infants with NUTM1-rearranged B-ALL who were treated on Interfant protocols, all patients achieved remission and no relapses were observed.[103] For the 32 children older than 12 months with NUTM1-rearranged B-ALL, the 4-year EFS and OS rates were 92% and 100%, respectively.
IGH::IL3 fusion (t(5;14)(q31.1;q32.3)).
This entity is included in the 2016 revision of the World Health Organization (WHO) classification of tumors of the hematopoietic and lymphoid tissues.[106] The finding of t(5;14)(q31.1;q32.3) in patients with ALL and hypereosinophilia in the 1980s was followed by the identification of the IGH::IL3 fusion as the underlying genetic basis for the condition.[107,108] The joining of the IGH locus to the promoter region of the IL3 gene leads to dysregulation of IL3 expression.[109] Cytogenetic abnormalities in children with ALL and eosinophilia are variable, with only a subset resulting from the IGH::IL3 fusion.[110]
The number of cases of IGH::IL3 ALL described in the published literature is too small to assess the prognostic significance of the IGH::IL3 fusion. Diagnosis of cases of IGH::IL3 ALL may be delayed because the ALL clone in the bone marrow may be small, and because it can present with hypereosinophilia in the absence of cytopenias and circulating blasts.[106]
Intrachromosomal amplification of chromosome 21 (iAMP21).
iAMP21 occurs in approximately 5% of NCI standard-risk and 7% of NCI high-risk pediatric B-ALL cases.[1] iAMP21 is generally diagnosed using FISH and is defined by the presence of greater than or equal to five RUNX1 signals per cell (or ≥3 extra copies of RUNX1 on a single abnormal chromosome).[106] iAMP21 can also be identified by chromosomal microarray analysis. Uncommonly, iAMP21 with an atypical genomic pattern (e.g., amplification of the genomic region but with less than 5 RUNX1 signals or having at least 5 RUNX1 signals with some located apart from the abnormal iAMP21-chromosome) is identified by microarray but not RUNX1 FISH.[111] The prognostic significance of iAMP21 defined only by microarray has not been characterized.
iAMP21 is associated with older age (median, approximately 10 years), presenting WBC count of less than 50 × 109/L, a slight female preponderance, and high end-induction MRD.[112–114] Analysis of variant signatures indicates that gene amplifications in iAMP21 occur later in leukemogenesis, which is in contrast to those of hyperdiploid ALL that can arise early in life and even in utero.[1]
The United Kingdom Acute Lymphoblastic Leukaemia (UKALL) clinical trials group initially reported that the presence of iAMP21 conferred a poor prognosis in patients treated in the MRC ALL 97/99 trial (5-year EFS rate, 29%).[18] In their subsequent trial (UKALL2003 [NCT00222612]), patients with iAMP21 were assigned to a more intensive chemotherapy regimen and had a markedly better outcome (5-year EFS rate, 78%).[113] Similarly, the COG has reported that iAMP21 was associated with a significantly inferior outcome in NCI standard-risk patients (4-year EFS rate, 73% for iAMP21 vs. 92% in others), but not in NCI high-risk patients (4-year EFS rate, 73% vs. 80%).[112] On multivariate analysis, iAMP21 was an independent predictor of inferior outcome only in NCI standard-risk patients.[112] The results of the UKALL2003 and COG studies suggest that treatment of iAMP21 patients with high-risk chemotherapy regimens abrogates its adverse prognostic significance and obviates the need for HSCT in first remission.[114]
PAX5 alterations.
Gene expression analysis identified two distinctive ALL subsets with PAX5 genomic alterations, called PAX5alt and PAX5 p.P80R (NP_057953.1).[115] The alterations in the PAX5alt subtype included rearrangements, sequence variants, and focal intragenic amplifications.
PAX5alt. PAX5 rearrangements have been reported to represent approximately 3% of NCI standard-risk and 11% of NCI high-risk pediatric B-ALL cases.[1] More than 20 partner genes for PAX5 have been described,[115] with PAX5::ETV6, the primary genomic alteration in dic(9;12)(p13;p13),[116] being the most common gene fusion.[115]
Intragenic amplification of PAX5 was identified in approximately 1% of B-ALL cases, and it was usually detected in cases lacking known leukemia-driver genomic alterations.[117] Cases with PAX5 amplification show male predominance (66%), with most (55%) having NCI high-risk status. For a cohort of patients with PAX5 amplification diagnosed between 1993 and 2015, the 5-year EFS rate was 49% (95% confidence interval [CI], 36%–61%), and the OS rate was 67% (95% CI, 54%–77%), suggesting a relatively poor prognosis for patients with this B-ALL subtype.
PAX5 p.P80R (NP_057953.1). PAX5 with a p.P80R variant shows a gene expression profile distinctive from that of other cases with PAX5 alterations.[115] Cases with PAX5 p.P80R represent approximately 0.3% of NCI standard-risk and 1.8% of NCI high-risk pediatric B-ALL.[1] PAX5 p.P80R B-ALL appears to occur more frequently in the adolescent and young adult (AYA) and adult populations (3.1% and 4.2%, respectively).[115]
Outcome for the pediatric patients with PAX5 p.P80R and PAX5alt treated in a COG clinical trial appears to be intermediate (5-year EFS rate, approximately 75%).[115] PAX5alt rearrangements have also been detected in infant patients with ALL, with a reported outcome similar to KMT2A-rearranged infant ALL.[105]
BCR::ABL1-like (Ph-like).
BCR::ABL1-negative patients with a gene expression profile similar to BCR::ABL1-positive patients have been referred to as Ph-like,[118–120] and are now referred to as BCR::ABL1-like.[19] This occurs in 10% to 20% of pediatric B-ALL patients, increasing in frequency with age, and has been associated with an IKZF1 deletion or variant.[1,9,118,119,121,122]
Retrospective analyses have indicated that patients with BCR::ABL1-like ALL have a poor prognosis.[5,118] In one series, the 5-year EFS rate for NCI high-risk children and adolescents with BCR::ABL1-like ALL was 58% and 41%, respectively.[5] While it is more frequent in older and higher-risk patients, the BCR::ABL1-like subtype has also been identified in NCI standard-risk patients. In a COG study, 13.6% of 1,023 NCI standard-risk B-ALL patients were found to have BCR::ABL1-like ALL; these patients had an inferior EFS rate compared with non–BCR::ABL1-like standard-risk patients (82% vs. 91%), although no difference in OS rate (93% vs. 96%) was noted.[123] In one study of 40 BCR::ABL1-like patients, the adverse prognostic significance of this subtype appeared to be abrogated when patients were treated with risk-directed therapy on the basis of MRD levels.[124]
The hallmark of BCR::ABL1-like ALL is activated kinase signaling, with approximately 35% to 50% containing CRLF2 genomic alterations [1,120,125] and half of those cases containing concomitant JAK variants.[126]
Many of the remaining cases of BCR::ABL1-like ALL have been noted to have a series of translocations involving tyrosine-kinase encoding ABL-class fusion genes, including ABL1, ABL2, CSF1R, and PDGFRB.[5,121,127] Fusion proteins from these gene combinations have been noted in some cases to be transformative and have responded to tyrosine kinase inhibitors both in vitro and in vivo,[121,128] suggesting potential therapeutic strategies for these patients. Preclinical drug sensitivity assays have suggested that sensitivity to different tyrosine kinase inhibitors (TKIs) may vary by the specific ABL-class gene involved in the fusion. In one study of ex vivo TKI sensitivity, samples from patients with PDGFRB fusions were sensitive to imatinib. However, these samples were less sensitive to dasatinib and bosutinib than samples from patients with ABL1 fusions (including BCR::ABL1).[128] Clinical studies have not yet confirmed the differing responses to various TKIs by type of ABL-class fusion.
BCR::ABL1-like ALL cases with non-CRLF2 genomic alterations represent approximately 3% of NCI standard-risk and 8% of NCI high-risk pediatric B-ALL cases.[1] In a retrospective study of 122 pediatric patients (aged 1–18 years) with ABL-class fusions (all treated without tyrosine kinase inhibitors), the 5-year EFS rate was 59%, and the OS rate was 76%.[129]
Approximately 9% of BCR::ABL1-like ALL cases result from rearrangements that lead to overexpression of a truncated erythropoietin receptor (EPOR).[130] The C-terminal region of the receptor that is lost is the region that is altered in primary familial congenital polycythemia and that controls stability of the EPOR. The portion of the EPOR remaining is sufficient for JAK-STAT activation and for driving leukemia development. Single nucleotide variants in kinase genes, aside from those in JAK1 and JAK2, are uncommon in patients with BCR::ABL1-like ALL.[9]
CRLF2. Genomic alterations in CRLF2, a cytokine receptor gene located on the pseudoautosomal regions of the sex chromosomes, have been identified in 5% to 10% of cases of B-ALL. These alterations represent approximately 50% of cases of BCR::ABL1-like ALL.[131–133] The chromosomal abnormalities that commonly lead to CRLF2 overexpression include translocations of the IGH locus (chromosome 14) to CRLF2 and interstitial deletions in pseudoautosomal regions of the sex chromosomes, resulting in a P2RY8::CRLF2 fusion.[9,125,131,132] These two genomic alterations are associated with distinctive clinical and biological characteristics.
BCR::ABL1-like B-ALL with CRLF2 genomic alterations is observed in approximately 2% of NCI standard-risk and 5% of NCI high-risk pediatric B-ALL cases.[1]
ALL with genomic alterations in CRLF2 occurs at a higher incidence in children with Hispanic or Latino genetic ancestry [125,134,135] and American Indian genetic ancestry.[87] In a study of 205 children with high-risk B-ALL, 18 of 51 (35.3%) Hispanic or Latino patients had CRLF2 rearrangements, compared with 11 of 154 (7.1%) cases of other declared ethnicity.[125] In a second study, the frequency of IGH::CRLF2 fusions was increased in Hispanic or Latino children compared with non-Hispanic or non-Latino children with B-ALL (13.2% vs. 3.6%).[134,135] In this study, the percentage of B-ALL with P2RY8::CRLF2 fusions was approximately 6% and was not affected by ethnicity.
The P2RY8::CRLF2 fusion is observed in 70% to 75% of pediatric patients with CRLF2 genomic alterations, and it occurs in younger patients (median age, approximately 4 years vs. 14 years for patients with IGH::CRLF2).[136,137] P2RY8::CRLF2 occurs not infrequently with established chromosomal abnormalities (e.g., hyperdiploidy, iAMP21, dic(9;20)), while IGH::CRLF2 is generally mutually exclusive with known cytogenetic subgroups. CRLF2 genomic alterations are observed in approximately 60% of patients with Down syndrome and ALL, with P2RY8::CRLF2 fusions being more common than IGH::CRLF2 (approximately 80%–85% vs. 15%–20%).[132,136]
IGH::CRLF2 and P2RY8::CRLF2 commonly occur as an early event in B-ALL development and show clonal prevalence.[138] However, in some cases they appear to be a late event and show subclonal prevalence.[138] Loss of the CRLF2 genomic abnormality in some cases at relapse confirms the subclonal nature of the alteration in these cases.[136,139]
CRLF2 abnormalities are strongly associated with the presence of IKZF1 deletions. Deletions of IKZF1 are more common in cases with IGH::CRLF2 fusions than in cases with P2RY8::CRLF2 fusions.[137] Hispanic and Latino children have a higher frequency of CRLF2 rearrangements with IKZF1 deletions than non-Hispanic children.[135]
Other recurring genomic alterations found in association with CRLF2 alterations include deletions in genes associated with B-cell differentiation (e.g., PAX5, BTG1, EBF1, etc.) and cell cycle control (CDKN2A), as well as genomic alterations activating JAK-STAT pathway signaling (e.g., IL7R and JAK variants).[5,125,126,132,140]
Although the results of several retrospective studies suggest that CRLF2 abnormalities may have adverse prognostic significance in univariate analyses, most do not find this abnormality to be an independent predictor of outcome.[125,131,132,141,142] For example, in a large European study, increased expression of CRLF2 was not associated with unfavorable outcome in multivariate analysis, while IKZF1 deletion and BCR::ABL1-like expression signatures were associated with unfavorable outcome.[122] Controversy exists about whether the prognostic significance of CRLF2 abnormalities should be analyzed on the basis of CRLF2 overexpression or on the presence of CRLF2 genomic alterations.[141,142]
IKZF1 deletions.
IKZF1 deletions, including deletions of the entire gene and deletions of specific exons, are present in approximately 15% of B-ALL cases. Less commonly, IKZF1 can be inactivated by deleterious single nucleotide variants.[119]
Cases with IKZF1 deletions tend to occur in older children, have a higher WBC count at diagnosis, and are therefore more common in NCI high-risk patients than in NCI standard-risk patients.[3,119,140,143,144] A high proportion of BCR::ABL1-positive cases have a deletion of IKZF1,[4,140] and ALL arising in children with Down syndrome appears to have elevated rates of IKZF1 deletions.[145] IKZF1 deletions are also common in cases with CRLF2 genomic alterations and in BCR::ABL1-like ALL cases.[89,118,140] IKZF1 deletions also occur more commonly in Hispanic children. In one study from a single cancer center, IKZF1 deletions were observed in 29% of Hispanic children, compared with 11% of non-Hispanic children (P = .001).[135]
Multiple reports have documented the adverse prognostic significance of an IKZF1 deletion, and most studies have reported that this deletion is an independent predictor of poor outcome in multivariate analyses.[89,118,119,122,140,146–153]; [154][Level of evidence B4] However, the prognostic significance of IKZF1 may not apply equally across ALL biological subtypes, as illustrated by the apparent lack of prognostic significance in patients with ERG deletions.[89–91] Similarly, the prognostic significance of the IKZF1 deletion also appeared to be minimized in a cohort of COG patients with DUX4-rearranged ALL and with ERG transcriptional dysregulation that frequently occurred by ERG deletion.[7] The Associazione Italiana di Ematologia e Oncologia Pediatrica–Berlin-Frankfurt-Münster group reported that IKZF1 deletions were significant adverse prognostic factors only in B-ALL patients with high end-induction MRD and in whom co-occurrence of deletions of CDKN2A, CDKN2B, PAX5, or PAR1 (in the absence of ERG deletion) were identified.[155] This combination of IKZF1 deletion with accompanying deletion of select other genes is termed IKZF1PLUS.[155] In a single-center study, the IKZF1PLUS profile was more commonly observed in Hispanic children than in non-Hispanic children (20% vs. 5%, P = .001).[135]
The poor prognosis associated with IKZF1 alterations appears to be enhanced by the concomitant finding of deletion of 22q11.22. In a study of 1,310 patients with B-ALL, approximately one-half of the patients with IKZF1 alterations also had deletion of 22q11.22. The 5-year EFS rate was 43.3% for those with both abnormalities, compared with 68.5% for patients with IKZF1 alterations and wild-type 22q11.22 (P < .001).[156]
There are few published results of changing therapy on the basis of IKZF1 gene status. The Malaysia-Singapore group published results of two consecutive trials. In the first trial (MS2003), IKZF1 status was not considered in risk stratification, while in the subsequent trial (MS2010), IKZF1-deleted patients were excluded from the standard-risk group. Thus, more IKZF1-deleted patients in the MS2010 trial received intensified therapy. Patients with IKZF1-deleted ALL had improved outcomes in MS2010 compared with patients in MS2003, but interpretation of this observation is limited by other changes in risk stratification and therapeutic differences between the two trials.[157][Level of evidence B4]
In the Dutch ALL11 study, patients with IKZF1 deletions had maintenance therapy extended by 1 year, with the goal of improving outcomes.[158] The landmark analysis demonstrated an almost threefold reduction in relapse rate and an improvement in the 2-year EFS rate (from 74.4% to 91.2%), compared with historical controls.
MYC-rearranged ALL (8q24).
MYC gene rearrangements are a rare but recurrent finding in pediatric patients with B-ALL. Patients with rearrangements of the MYC gene and the IGH2, IGK, and IGL genes at 14q32, 2p12, and 22q11.2, respectively, have been reported.[159–161] The lymphoblasts typically exhibit a precursor B-cell immunophenotype, with a French-American-British (FAB) L2 or L3 morphology, with no expression of surface immunoglobulin and kappa or lambda light chains. Concurrent MYC gene rearrangements have been observed along with additional cytogenetic rearrangements such as IGH::BCL2 or KMT2A.[161] Patients reported in the literature have been variably treated with ALL therapy or with mature B leukemia/lymphoma treatment protocols, and the optimal treatment for this patient group remains uncertain.[161]
Genomics of ALL in children with Down syndrome
The largest study that examined the genomic landscape of ALL arising in children with Down syndrome included 295 patients enrolled in COG clinical trials.[11]
Almost all cases of ALL in children with Down syndrome are B-ALL. T-ALL is uncommon.
The common recurring genomic alterations found in non-Down syndrome ALL (e.g., high hyperdiploidy and ETV6::RUNX1) occur much less often in children with Down syndrome and ALL. Other alterations occur more often in children with Down syndrome and ALL.
Fifty percent to 60% of children with Down syndrome and ALL have CRLF2 rearrangements involving either IGH or P2RY8, with most cases (85%) involving P2RY8.
Approximately one-half of CRLF2-rearranged cases have JAK2 variants, which are not seen in children with Down syndrome and ALL who do not have CRLF2 rearrangements.
IKZF1 alterations occur in approximately 30% of cases with CRLF2 rearrangements but in only approximately 10% of cases without CRLF2 rearrangements.
Twenty-five percent of CRLF2-rearranged cases in patients with Down syndrome are classified by gene expression as BCR::ABL1-like, compared with 54% of CRLF2-rearranged non-Down syndrome ALL cases.
Overall, patients with CRLF2-rearranged ALL and Down syndrome have an intermediate prognosis. However, patients with a BCR::ABL1-like gene expression signature have worse outcomes than those without a BCR::ABL1-like gene expression signature and CRLF2 rearrangements (EFS rates, 39.5% ± 8.1% vs. 82% ± 4.4%; OS rates, 70.3% ± 8.7% vs. 86.9% ± 4.8%).
The IGH::IGF2BP1 gene fusion occurs in approximately 3% of patients with Down syndrome. This gene fusion is rare in patients with ALL who do not have Down syndrome. In one retrospective analysis, this fusion was associated with a relatively favorable outcome (EFS rate, 87.5% ± 11.7%).
C/EBP altered (C/EBPalt) B-ALL, which is characterized by aberrant activation of C/EBP family genes, is also markedly enriched in children with Down syndrome (10.5% of Down syndrome ALL vs. 0.1% of non-Down syndrome B-ALL).
Rearrangements of CEBPD are the most common C/EBPalt lesion, occurring in 7.5% of Down syndrome ALL cases. The fusion partner for more than 80% of CEBPD rearrangements is IGH. Less common fusion partners include MME, TPM4, 9p13.2, and 6q25.3.
Another 4% to 5% of Down syndrome ALL is characterized by alterations in other C/EBP family members, such as CEBPA and CEBPE.
C/EBPalt cases commonly harbor concomitant variants of FLT3, KDM6A, and SETD2.
C/EBPalt was associated with high rates of MRD-negative remission at the end of induction therapy (87.1%) and an intermediate outcome (10-year EFS rate, 73.9% ± 9.9%; 10-year OS rate, 76.7% ± 12.8%).
T-ALL cytogenetics/genomics
T-ALL is characterized by genomic alterations leading to activation of transcriptional programs related to T-cell development and by a high frequency of cases (approximately 60%) with variants in NOTCH1 and/or FBXW7 that result in activation of the NOTCH1 pathway.[162] Cytogenetic abnormalities common in B-ALL (e.g., hyperdiploidy, 51–65 chromosomes) are rare in T-ALL.[163,164]
In Figure 4 below, pediatric T-ALL cases are divided into 10 molecular subtypes based on their RNA expression and gene variant status. These cases were derived from patients enrolled in SJCRH and COG clinical trials.[1] Each subtype is associated with dysregulation of specific genes involved in T-cell development. Within a subtype, multiple mechanisms may drive expression of the dysregulated gene. For example, for the largest subtype, TAL1, overexpression of TAL1 can result from the STIL::TAL1 fusion and a noncoding insertion variant upstream of the TAL1 locus that creates a MYB-binding site.[162,165] As another example, within the HOXA group, overexpression of HOXA9 can result from multiple gene fusions, including KMT2A rearrangements, MLLT10 rearrangements, and SET::NUP214 fusions.[1,162,166] In contrast to the molecular subtypes of B-ALL, the molecular subtypes of T-ALL are not used to define treatment interventions based on their prognostic significance or therapeutic implications.
EnlargeFigure 4. Genomic subtypes of T-ALL. The figure represents data from 466 children, adolescents, and young adults diagnosed with T-ALL and enrolled in St. Jude Children’s Research Hospital or Children’s Oncology Group clinical trials. Adapted from Brady SW, Roberts KG, Gu Z, et al.: The genomic landscape of pediatric acute lymphoblastic leukemia. Nature Genetics 54: 1376-1389, 2022.
Notch pathway signaling.
Notch pathway signaling is commonly activated by NOTCH1 and FBXW7 gene variants in T-ALL, and these are the most commonly altered genes in pediatric T-ALL.[162,167] NOTCH1-activating gene variants occur in approximately 50% to 60% of T-ALL cases, and FBXW7-inactivating gene variants occur in approximately 15% of cases. Approximately 60% of T-ALL cases have Notch pathway activation by variants in at least one of these genes.[168,169]
The prognostic significance of NOTCH1 and FBXW7 variants may be modulated by genomic alterations in RAS and PTEN. The French Acute Lymphoblastic Leukaemia Study Group (FRALLE) and the Group for Research on Adult Acute Lymphoblastic Leukemia reported that patients having altered NOTCH1 or FBXW7 and wild-type PTEN and RAS constituted a favorable-risk group (i.e., low-risk group), while patients with PTEN or RAS variants, regardless of NOTCH1 and FBXW7 status, have a significantly higher risk of treatment failure (i.e., high-risk group).[170,171] In the FRALLE study, the 5-year disease-free survival rate was 88% for the genetic low-risk group of patients and 60% for the genetic high-risk group of patients.[170] However, using the same criteria to define the genetic risk group, the Dana-Farber Cancer Institute consortium was unable to replicate these results. They reported a 5-year EFS rate of 86% for genetic low-risk patients and 79% for the genetic high-risk patients, a difference that was not statistically significant (P = .26).[169]
Chromosomal translocations.
Multiple chromosomal translocations have been identified in T-ALL that lead to deregulated expression of the target genes. These chromosome rearrangements fuse genes encoding transcription factors (e.g., TAL1, TAL2, LMO1, LMO2, LYL1, TLX1, TLX3, NKX2-I, HOXA, and MYB) to one of the T-cell receptor loci (or to other genes) and result in deregulated expression of these transcription factors in leukemia cells.[162,163,172–176] These translocations are often not apparent by examining a standard karyotype, but can be identified using more sensitive screening techniques, including FISH or PCR.[163] Variants in a noncoding region near the TAL1 gene that produce a super-enhancer upstream of TAL1 represent nontranslocation genomic alterations that can also activate TAL1 transcription to induce T-ALL.[165]
Translocations resulting in chimeric fusion proteins are also observed in T-ALL.[170]
A NUP214::ABL1 fusion has been noted in 4% to 6% of T-ALL cases and is observed in both adults and children, with a male predominance.[177–179] The fusion is cytogenetically cryptic and is seen in FISH on amplified episomes or, more rarely, as a small homogeneous staining region.[179] T-ALL may also uncommonly show ABL1 fusion proteins with other gene partners (e.g., ETV6, BCR, and EML1).[179] ABL tyrosine kinase inhibitors, such as imatinib or dasatinib, may demonstrate therapeutic benefits in this T-ALL subtype,[177,178,180] although clinical experience with this strategy is very limited.[181–183]
Gene fusions involving SPI1 (encoding the transcription factor PU.1) were reported in 4% of Japanese children with T-ALL.[184] Fusion partners included STMN1 and TCF7. T-ALL cases with SPI1 fusions had a particularly poor prognosis; six of seven affected individuals died within 3 years of diagnosis of early relapse.
BCL11B is a zinc finger transcription factor that plays a dual role as a transcription activator and repressor. It is known to play a critical role in T-cell differentiation. In T-ALL, the BCL11B gene is involved in a t(5;14)(q35;q32) translocation where a distal BCL11B enhancer drives aberrant expression of TLX3 (or NKX2-5).[185] In the process of donating its enhancer, one allele of BCL11B is inactivated. However, the resulting haploinsufficient state itself may also play a role in tumor pathogenesis. The role of BCL11B as a tumor suppressor gene is supported by the finding that about 16% of patients have T-ALL that harbors deletions or missense variants.[162,186] As described in the sections for early T-cell precursor (ETP) and T/myeloid mixed phenotype acute leukemia (T/M MPAL), BCL11B may also be leukemogenic through overexpression.
Other recurring gene fusions in T-ALL patients include those involving MLLT10, KMT2A, NUP214, and NUP98.[162,166]
Ploidy.
Recurrent abnormalities in chromosome number are much less common in T-ALL than in B-ALL. One study included 2,250 pediatric patients with T-ALL who were treated in Associazione Italiana di Ematologia e Oncologia Pediatrica/Berlin-Frankfurt-Münster protocols. The study found that near tetraploidy (DNA index, 1.79–2.28 or 81–103 chromosomes), observed in 1.4% of patients, was associated with favorable disease features and outcomes.[187]
Early T-cell precursor (ETP) ALL cytogenetics/genomics
Detailed molecular characterization of ETP ALL showed this entity to be highly heterogeneous at the molecular level, with no single gene affected by variant or copy number alteration in more than one-third of cases.[188] Compared with other T-ALL cases, the ETP group had a lower rate of NOTCH1 variants and significantly higher frequencies of alterations in genes regulating cytokine receptors and RAS signaling, hematopoietic development, and histone modification. The transcriptional profile of ETP ALL shows similarities to that of normal hematopoietic stem cells and myeloid leukemia stem cells.[188]
Studies have found that the absence of biallelic deletion of the TCR-gamma locus (ABD), as detected by comparative genomic hybridization and/or quantitative DNA-PCR, was associated with early treatment failure in patients with T-ALL.[189,190] ABD is characteristic of early thymic precursor cells, and many of the T-ALL patients with ABD have an immunophenotype consistent with the diagnosis of ETP phenotype.
Allele-specific, generally high expression of BCL11B plays an oncogenic role in a subset of cases identified as ETP ALL (7 of 58 in one study) as well as in up to 30% to 40% of lineage ambiguous leukemia T/M mixed phenotype acute leukemia (T/M MPAL).[191,192] The dysregulated expression of BCL11B can occur by multiple mechanisms.
One such alteration is t(2;14)(q22;q32), which produces an in-frame ZEB2::BCL11B fusion gene.
Other structural variants leading to allele-specific deregulated BCL11B expression include structural variants that juxtapose regulatory sequences of active genes (e.g., ARID1B [chromosome 6], BENC [chromosome 7], and CDK6 [chromosome 7]) upstream or downstream of the BCL11B locus leading to aberrant expression in a process called enhancer hijacking.
Finally, in about 20% of cases with deregulated BCL11B expression, a translocation cannot be identified. In many such cases, amplification of a downstream enhancer, BCL11B enhancer tandem amplification (BETA), leads to BCL11B promoter driven transcription.
There is a high prevalence of FLT3 alterations and JAK/STAT activation in acute leukemias driven by genomic alterations leading to BCL11B expression.[191]
For acute leukemias of ambiguous lineage, the WHO classification system is summarized in Table 1.[193,194] The criteria for lineage assignment for a diagnosis of MPAL are provided in Table 2.[106]
Table 1. Acute Leukemias of Ambiguous Lineage According to the World Health Organization Classification of Tumors of Hematopoietic and Lymphoid Tissuesa
Condition
Definition
MPAL = mixed phenotype acute leukemia; NOS = not otherwise specified.
aAdapted from Béné MC: Biphenotypic, bilineal, ambiguous or mixed lineage: strange leukemias! Haematologica 94 (7): 891-3, 2009.[193] Obtained from Haematologica/the Hematology Journal website http://www.haematologica.org.
Acute undifferentiated leukemia
Acute leukemia that does not express any marker considered specific for either lymphoid or myeloid lineage
MPAL with BCR::ABL1 (t(9;22)(q34;q11.2))
Acute leukemia meeting the diagnostic criteria for MPAL in which the blasts also have the (9;22) translocation or the BCR::ABL1 rearrangement
MPAL with KMT2A (t(v;11q23))
Acute leukemia meeting the diagnostic criteria for MPAL in which the blasts also have a translocation involving the KMT2A gene
MPAL, B/myeloid, NOS (B/M MPAL)
Acute leukemia meeting the diagnostic criteria for assignment to both B and myeloid lineage, in which the blasts lack genetic abnormalities involving BCR::ABL1 or KMT2A
MPAL, T/myeloid, NOS (T/M MPAL)
Acute leukemia meeting the diagnostic criteria for assignment to both T and myeloid lineage, in which the blasts lack genetic abnormalities involving BCR::ABL1 or KMT2A
MPAL, B/myeloid, NOS—rare types
Acute leukemia meeting the diagnostic criteria for assignment to both B and T lineage
Table 2. Lineage Assignment Criteria for Mixed Phenotype Acute Leukemia According to the 2016 Revision to the World Health Organization Classification of Myeloid Neoplasms and Acute Leukemiaa
bStrong defined as equal to or brighter than the normal B or T cells in the sample.
Myeloid lineage
Myeloperoxidase (flow cytometry, immunohistochemistry, or cytochemistry); or monocytic differentiation (at least two of the following: nonspecific esterase cytochemistry, CD11c, CD14, CD64, lysozyme)
T lineage
Strongb cytoplasmic CD3 (with antibodies to CD3 epsilon chain); or surface CD3
B lineage
Strongb CD19 with at least one of the following strongly expressed: CD79a, cytoplasmic CD22, or CD10; or weak CD19 with at least two of the following strongly expressed: CD79a, cytoplasmic CD22, or CD10
The classification system for MPAL includes two entities that are defined by their primary molecular alteration: MPAL with BCR::ABL1 translocation and MPAL with KMT2A rearrangement. The genomic alterations associated with the MPAL, B/myeloid, NOS (B/M MPAL) and MPAL, T/myeloid, NOS (T/M MPAL) entities are distinctive, as described below:
B/M MPAL.
Among 115 MPAL cases for which genomic characterization was performed, 35 (30%) were B/M MPAL. There were an additional 16 MPAL cases (14%) with KMT2A rearrangements, 15 of whom showed a B/myeloid immunophenotype.
Approximately one-half of B/M MPAL cases had rearrangements of ZNF384 with recurrent fusion partners, including TCF3 and EP300. These cases had gene expression profiles indistinguishable from B-ALL cases with ZNF384 rearrangements.[102]
Approximately two-thirds of B/M MPAL cases had RAS pathway alterations, with NRAS and PTPN11 being the most commonly altered genes.[102]
Genes encoding epigenetic regulators (e.g., MLLT3, KDM6A, EP300, and CREBBP) are altered in approximately two-thirds of B/M MPAL cases.[102]
T/M MPAL.
Among 115 MPAL cases for which genomic characterization was performed, 49 (43%) were T/M MPAL.[102] The genomic features of the T/M MPAL cases shared commonalities with those of ETP ALL, suggesting that T/M MPAL and ETP ALL are similar entities along the spectrum of immature leukemias.
Compared with T-ALL, T/M MPAL showed a lower rate of alterations in the core T-ALL transcription factors (TAL1, TAL2, TLX1, TLX3, LMO1, LMO2, NKX2-1, HOXA10, and LYL1) (63% vs. 16%, respectively).[102] A similar lower rate was also observed for ETP ALL.
CDKN2A, CDKN2B, and NOTCH1 variants, which are present in approximately two-thirds of T-ALL cases, were much less common in T/M MPAL cases. By contrast, WT1 variants occurred in approximately 40% of T/M MPAL, but in less than 10% of T-ALL cases.[102]
One-third of T/M MPAL cases have genomic alterations associated with BCL11B that lead to allele-specific, generally high expression of BCL11B.[191,192]
One such alteration is t(2;14)(q22;q32), which produces an in-frame ZEB2::BCL11B fusion gene that leads to deregulated expression of BCL11B.
Other alterations leading to allele-specific deregulated BCL11B expression include structural variants that juxtapose regulatory sequences of active genes (e.g., ARID1B [chromosome 6], BENC [chromosome 7], and CDK6 [chromosome 7]) upstream or downstream of the BCL11B locus in a process called enhancer hijacking.
Finally, a translocation cannot be identified in about 20% of cases with deregulated BCL11B overexpression. In such cases, amplification of a downstream enhancer, BCL11B enhancer tandem amplification (BETA), leads to BCL11B promoter driven transcription.
There is a high prevalence of FLT3 alterations and JAK/STAT activation in acute leukemias driven by genomic alterations leading to BCL11B overexpression.
RAS and JAK-STAT pathway variants were common in the T/M MPAL and ETP ALL cases, while the PI3K signaling pathway is more commonly altered in T-ALL.[102] For T/M MPAL, the most commonly altered signaling pathway gene was FLT3 (43% of cases). FLT3 variants tended to be mutually exclusive with RAS pathway variants.
Genes encoding epigenetic regulators (e.g., EZH2 and PHF6) were altered in approximately two-thirds of T/M MPAL cases.[102]
Gene polymorphisms in drug metabolic pathways
Several polymorphisms of genes involved in the metabolism of chemotherapeutic agents have been reported to have prognostic significance in childhood ALL.[195–197]
TPMT.
Patients with variant phenotypes of TPMT (a gene involved in the metabolism of thiopurines such as mercaptopurine) appear to have more favorable outcomes,[198] although such patients may also be at higher risk of developing significant treatment-related toxicities, including myelosuppression, infection, and second malignancies.[199,200] Patients with homozygosity for TPMT variants associated with low enzymatic activity tolerate only very low doses of mercaptopurine (approximately 10% of the standard dose) and are treated with reduced doses of mercaptopurine to avoid excessive toxicity. Patients who are heterozygous for this variant enzyme gene generally tolerate mercaptopurine without serious toxicity, but they do require more frequent dose reductions for hematologic toxicity than do patients who are homozygous for the normal allele.[201,202]
NUDT15.
Germline pathogenic variants in NUDT15 that reduce or abolish activity of this enzyme also lead to diminished tolerance to thiopurines.[201,203] The NUDT15 variants are most common in East Asian and Hispanic patients, and they are rare in European and African patients. Patients homozygous for the risk variants tolerate only very low doses of mercaptopurine, while patients heterozygous for the risk alleles tolerate lower doses than do patients homozygous for the wild-type allele (approximately 25% dose reduction on average), but there is broad overlap in tolerated doses between the two groups.[201,204]
CEP72.
Gene polymorphisms may also affect the expression of proteins that play central roles in the cellular effects of anticancer drugs. As an example, patients who are homozygous for a polymorphism in the promoter region of CEP72 (a centrosomal protein involved in microtubule formation) are at increased risk of vincristine neurotoxicity.[205]
Single nucleotide polymorphisms.
Genome-wide polymorphism analysis has identified specific single nucleotide polymorphisms associated with high end-induction MRD and risk of relapse. Polymorphisms of interleukin-15, as well as genes associated with the metabolism of etoposide and methotrexate, were significantly associated with treatment response in two large cohorts of ALL patients treated on SJCRH and COG protocols.[206] Polymorphic variants involving the reduced folate carrier and methotrexate metabolism have been linked to toxicity and outcome.[207,208] While these associations suggest that individual variations in drug metabolism can affect outcome, few studies have attempted to adjust for these variations. It is unknown whether individualized dose modification on the basis of these findings will improve outcomes.
Genetic analysis of leukemia blast cells (using both conventional cytogenetic methods and molecular methods) is performed on children with AML because both chromosomal and molecular abnormalities are important diagnostic and prognostic markers.[209–213] Clonal chromosomal abnormalities are identified in the blasts of about 75% of children with AML and are useful in defining subtypes with both prognostic and therapeutic significance. Detection of molecular abnormalities can also aid in risk stratification and treatment allocation. For example, variants of NPM and CEBPA are associated with favorable outcomes, while certain variants of FLT3 portend a high risk of relapse. Identifying the latter variants may allow for targeted therapy.[214–217]
Comprehensive molecular profiling of pediatric and adult AML has shown that AML is a disease demonstrating both commonalities and differences across the age spectrum.[218,219]
Pediatric AML, in contrast to AML in adults, is typically a disease of recurring chromosomal alterations. For a list of common gene fusions and other recurring genomic alterations, see Table 3.[2,213,218] Within the pediatric age range, certain gene fusions occur primarily in children younger than 5 years (e.g., NUP98, KMT2A, and CBFA2T3::GLIS2 gene fusions), while others occur primarily in children aged 5 years and older (e.g., RUNX1::RUNX1T1, CBFB::MYH11, and PML::RARA gene fusions).
In general, pediatric patients with AML have low rates of variants. Most cases show less than one somatic change in protein-coding regions per megabase.[219] This variant rate is somewhat lower than that observed in adult AML and is much lower than the variant rate for cancers that respond to checkpoint inhibitors (e.g., melanoma).[219]
The pattern of gene variants differs between pediatric and adult AML cases. For example, IDH1, IDH2, TP53, RUNX1, and DNMT3A variants are more common in adult AML than in pediatric AML, while NRAS and WT1 variants are significantly more common in pediatric AML.[218–220]
The genomic landscape of pediatric AML cases can change from diagnosis to relapse, with variants detectable at diagnosis dropping out at relapse and, conversely, with new variants appearing at relapse. In a study of 20 cases for which sequencing data were available at diagnosis and relapse, a key finding was that the variant allele frequency at diagnosis strongly correlated with persistence of variants at relapse.[221] Approximately 90% of the diagnostic variants with variant allele frequency greater than 0.4 persisted to relapse, compared with only 28% with variant allele frequency less than 0.2 (P < .001). This observation is consistent with previous results showing that presence of a variant in the FLT3 gene resulting from internal tandem duplications (ITD) predicted for poor prognosis only when there was a high FLT3 ITD allelic ratio.
The 5th edition (2022) of the World Health Organization (WHO) Classification of Hematolymphoid Tumors, as well as the Inaugural WHO Classification of Pediatric Tumors, emphasize a multilayered approach to AML classification. These classifications consider multiple clinico-pathological parameters and seek a genetic basis for disease classification wherever possible.[222,223] These karyotypic abnormalities and other genomic alterations are used to define specific pediatric AML entities and are outlined in Table 3.[222,223]
In addition to the cytogenetic/molecular abnormalities that aid AML diagnosis, as defined by the WHO, there are additional entities that, while not disease-defining, have prognostic significance in pediatric AML. All prognostic abnormalities, both those defined by the WHO and these additional abnormalities, have been clustered according to favorable or unfavorable prognosis, as defined by contemporary Children’s Oncology Group (COG) clinical trials. These entities are summarized below. After these entities are described, information about additional cytogenetic/molecular and phenotypic features associated with pediatric AML will be described. However, these additional features may not, at present, be used to aid in risk stratification and treatment.
While the t(15;17) fusion that results in the PML::RARA gene product is defined as a pediatric AML risk-defining lesion, given its association with acute promyelocytic leukemia, it is discussed in Childhood Acute Promyelocytic Leukemia.
Table 3. Pediatric Acute Myeloid Leukemia (AML) With Recurrent Gene Alterations Included in the WHO Classification of Pediatric Tumorsa
AML with inv(16)(p13.1q22) or t(16;16)(p13.1;q22); CBFB::MYH11
4%–9%
APL with t(15;17)(q24.1;q21.2); PML::RARA
6%–11%
AML with KMT2A rearrangement
25%
AML with t(6;9)(p23;q34.1); DEK::NUP214
1.7%
AML with inv(3)(q21q26)/t(3;3)(q21;q26); GATA2, RPN1::MECOM
<1%
AML with ETV6 fusion
0.8%
AML with t(8;16)(p11.2;p13.3); KAT6A::CREBBP
0.5%
AML with t(1;22)(p13.3;q13.1); RBM15::MRTFA (MKL1)
0.8%
AML with CBFA2T3::GLIS2 (inv(16)(p13q24))b
3%
AML with NUP98 fusionb
10%
AML with t(16;21)(p11;q22); FUS::ERG
0.3%–0.5%
AML with NPM1 variant
8%
AML with variants in the bZIP domain of CEBPA
5%
Specific recurring cytogenetic and molecular abnormalities are briefly described below. The abnormalities are listed by those in clinical use that identify patients with favorable or unfavorable prognosis, followed by other abnormalities. The nomenclature of the 5th edition of the WHO classification is incorporated for disease entities where relevant.
Abnormalities associated with a favorable prognosis
Cytogenetic/molecular abnormalities associated with a favorable prognosis include the following:
Core-binding factor (CBF) AML includes cases with RUNX1::RUNX1T1 and CBFB::MYH11 gene fusions.
AML with RUNX1::RUNX1T1 gene fusions (t(8;21)(q22;q22.1)). In leukemias with t(8;21), the RUNX1 gene on chromosome 21 is fused with the RUNX1T1 gene on chromosome 8. The t(8;21) translocation is associated with the FAB M2 subtype and with granulocytic sarcomas. Adults with t(8;21) have a more favorable prognosis than do adults with other types of AML.[209] The t(8;21) translocation occurs in approximately 12% of children with AML [210,211,224] and is associated with a more favorable outcome than AML characterized by normal or complex karyotypes.[209,225–227] Overall, the translocation is associated with 5-year overall survival (OS) rates of 74% to 90%.[210,211,224]
AML with CBFB::MYH11 gene fusions (inv(16)(p13.1;q22) or t(16;16)(p13.1;q22)). In leukemias with inv(16), the CBFB gene at chromosome band 16q22 is fused with the MYH11 gene at chromosome band 16p13. The inv(16) translocation is associated with the FAB M4Eo subtype and confers a favorable prognosis for both adults and children with AML.[209,225–227] Inv(16) occurs in 7% to 9% of children with AML, for whom the 5-year OS rate is approximately 85%.[210,211]
Cases with CBFB::MYH11 or RUNX1::RUNX1T1 fusions have distinctive secondary variants, with CBFB::MYH11 secondary variants primarily restricted to genes that activate receptor tyrosine kinase signaling (NRAS, FLT3, and KIT).[228,229] The prognostic significance of activating KIT variants in adults with CBF AML has been studied with conflicting results. A meta-analysis found that KIT variants appear to increase the risk of relapse without an impact on OS for adults with AML and RUNX1::RUNX1T1 fusions.[230] The prognostic significance of KIT variants in pediatric CBF AML remains unclear. Some studies have found no impact of KIT variants on outcomes,[231–233] although, in some instances, the treatment used was heterogenous, potentially confounding the analysis. Other studies have reported a higher risk of treatment failure when KIT variants are present.[234–239] An analysis of a subset of pediatric patients treated with a uniform chemotherapy backbone on the COG AAML0531 study demonstrated that the subset of patients with KIT exon 17 variants had inferior outcomes, compared with patients with CBF AML who did not have the variant. However, treatment with gemtuzumab ozogamicin abrogated this negative prognostic impact.[238] While there was a trend toward inferior outcomes for patients with CBF AML with co-occurring KIT exon 8 abnormalities, this finding was not statistically significant. A second study of 46 patients who were treated uniformly found that KIT exon 17 variants only had prognostic significance in AML with RUNX1::RUNX1T1 fusions but not CBFB::MYH11 fusions.[239]
While KIT variants are seen in both CBF AML subsets, other secondary variants tend to cluster with one of the two fusions. For example, patients with RUNX1::RUNX1T1 fusions also have frequent variants in genes regulating chromatin conformation (e.g., ASXL1 and ASXL2) (40% of cases) and genes encoding members of the cohesin complex (20% of cases). Variants in ASXL1 and ASXL2 and variants in members of the cohesin complex are rare in cases with leukemia and CBFB::MYH11 fusions.[228,229] Despite this correlation, a study of 204 adults with AML and RUNX1::RUNX1T1 fusions found that ASXL2 variants (present in 17% of cases) and ASXL1 or ASXL2 variants (present in 25% of cases) lacked prognostic significance.[240] Similar results, albeit with smaller numbers, were reported for children with the same abnormalities.[241]
AML with NPM1 variant. NPM1 is a protein that has been linked to ribosomal protein assembly and transport, as well as being a molecular chaperone involved in preventing protein aggregation in the nucleolus. Immunohistochemical methods can be used to accurately identify patients with NPM1 variants by the demonstration of cytoplasmic localization of NPM. Variants in the NPM1 protein that diminish its nuclear localization are primarily associated with a subset of AML with a normal karyotype, absence of CD34 expression, and an improved prognosis in the absence of FLT3 ITD variants in adults and younger adults.[242–247]
Studies of children with AML suggest a lower rate of occurrence of NPM1 variants in children compared with adults with normal cytogenetics. NPM1 variants occur in approximately 8% of pediatric patients with AML and are uncommon in children younger than 2 years.[214,215,248,249] NPM1 variants are associated with a favorable prognosis in patients with AML characterized by a normal karyotype.[214,215,249] For the pediatric population, conflicting reports have been published regarding the prognostic significance of an NPM1 variant when a FLT3 ITD variant is also present. One study reported that an NPM1 variant did not completely abrogate the poor prognosis associated with having a FLT3 ITD variant,[214,250] but other studies showed no impact of a FLT3 ITD variant on the favorable prognosis associated with an NPM1 variant.[215,219,249]
In a comprehensive analysis of serial COG trials, outcomes of patients with an NPM1 variant and co-occurring FLT3 ITD variants were favorable and comparable to those of patients with an NPM1 variant who did not have co-occurring FLT3 ITD variants. The event-free survival (EFS) and OS rates ranged from 70% to 75% for both groups.[251] A significant number of patients analyzed had an NPM1 variant and received an HSCT in earlier clinical trials, leading to speculation that their outcomes may be comparable because of the favorable impact of HSCT on patients with AML who have NPM1 and FLT3 ITD variants. The COG AAML1831 (NCT04293562) trial will determine if patients with NPM1 and FLT3 ITD variants who are MRD negative after induction 1 can avoid an HSCT and still have excellent outcomes comparable to those of patients with NPM1 variants who do not have FLT3 ITD abnormalities.
AML with CEBPA variants. Variants in the CEBPA gene occur in a subset of children and adults with cytogenetically normal AML.[252,253] In adults younger than 60 years, approximately 15% of cytogenetically normal AML cases have variants in CEBPA.[246] Outcomes for adults with AML with CEBPA variants appear to be relatively favorable and similar to that of patients with CBF leukemias.[246,254] Initial studies in adults with AML demonstrated that CEBPA double-variant, but not single-variant, abnormalities were independently associated with a favorable prognosis,[255–260] leading to the WHO 2016 revision that required biallelic variants for the disease definition.[106] However, a study of over 4,700 adults with AML found that patients with single CEBPA variants in the bZIP C-terminal domain have clinical characteristics and favorable outcomes similar to those of patients with double-variant CEBPA AML.[260]
CEBPA variants occur in approximately 5% of children with AML and have been preferentially found in the cytogenetically normal subtype of AML with FAB M1 or M2.
Patients with double CEBPA variants or with single CEBPA bZIP variants have a median age of presentation of 12 to 13 years and have gene expression profiles that are highly related to each other.[253]
Approximately 80% of pediatric patients have double-variant alleles (i.e., cases with both a CEBPA TAD domain and a CEBPA bZIP domain variant), which is predictive of significantly improved survival, similar to the effect observed in adult studies.[253,261]
In a study of nearly 3,000 children with AML, both patients with CEBPA double variants and those with only a bZIP domain variant were observed to have a favorable prognosis, compared with patients with wild-type CEBPA.[253]
Given these findings in pediatric AML with CEBPA variants, the presence of a bZIP variant alone confers a favorable prognosis. Importantly, however, there is a small subset of patients with AML and CEBPA variants who have less-favorable outcomes. Specifically, CSF3R variants occur in 10% to 15% of patients with AML and CEBPA variants. CSF3R variants appear to be associated with an increased risk of relapse, but without an impact on OS.[253,262] At present, the occurrence of this secondary variant does not result in stratification to more intensified therapy in pediatric patients with AML.
While not common, a small percentage of children with AML and CEBPA variants may have an underlying germline variant. In newly diagnosed patients with double-variant CEBPA AML, germline screening should be considered in addition to usual family history queries because 5% to 10% of these patients have a germline CEBPA abnormality that confers an increased malignancy risk.[252,263] For more information, see CEBPA-Associated Familial Acute Myeloid Leukemia.
Cytogenetic abnormality associated with a variable prognosis: KMT2A (MLL) gene rearrangements
The 5th edition (2022) of the WHO Classification of Hematolymphoid Tumors includes a diagnostic category of AML with KMT2A rearrangements. Specific translocation partners are not listed because there are more than 80 KMT2A fusion partners.[223]
KMT2A gene rearrangements occur in approximately 20% of children with AML.[210,211] These cases, including most AMLs secondary to epipodophyllotoxin exposure,[264] are generally associated with monocytic differentiation (FAB M4 and M5). KMT2A rearrangements are also reported in approximately 10% of FAB M7 (AMKL) patients.[265,266]
The median age for 11q23/KMT2A-rearranged cases in children is approximately 2 years, and most translocation subgroups have a median age at presentation of younger than 5 years.[267] However, significantly older median ages are seen at presentation of pediatric cases with t(6;11)(q27;q23) (12 years) and t(11;17)(q23;q21) (9 years).[267]
Outcomes for patients with de novo AML and KMT2A gene rearrangements are generally similar to or slightly worse than the outcomes observed in other patients with AML.[209,210,267–269] As the KMT2A gene can participate in translocations with many different fusion partners, the specific fusion partner appears to influence prognosis. This finding was demonstrated by two large international retrospective studies [270] of KMT2A-rearranged AML and another COG analysis that studied outcomes of patients with KMT2A rearrangements who were treated more uniformly within the context of the AAML0531 trial.[267,269]
The most common translocation, representing approximately 50% of KMT2A-rearranged cases in the pediatric AML population, is t(9;11)(p22;q23), in which the KMT2A gene is fused with the MLLT3 gene.[267,269] The overall prognosis of these patients has been debated. Single clinical trial groups have variably described a more favorable prognosis for these patients, but two large international retrospective studies and the COG AAML0531 experience suggested their outcomes were less favorable.[209,210,267,269] This fusion, which is associated with an intermediate prognosis, is not currently classified as high risk, at least within the COG, unless minimal residual disease (MRD) remains at the end of induction 1.
KMT2A-rearranged AML subgroups that are associated with poor outcomes include the following:
Cases with the t(10;11) translocation are a group at high risk of relapse in bone marrow and the CNS.[209,211] Some cases with the t(10;11) translocation have fusion of the KMT2A gene with the MLLT10 gene at 10p12, while others have fusion of KMT2A with ABI1 at 10p11.2. An international retrospective study found that these cases, which present at a median age of approximately 1 to 3 years, have a 5-year EFS rate of 17% to 30%.[267,269]
Patients with t(6;11)(q27;q23) (KMT2A::AFDN) have poor outcomes, with 5-year EFS rates of 11% to 15%.[269]
Patients with t(4;11)(q21;q23) (KMT2A::AFF1) often present with hyperleukocytosis and also have poor outcomes, with 5-year EFS rates of 0% to 29%.[267,269]
Patients with t(11;19)(q23;p13.3) (KMT2A::MLLT1) have poor outcomes, with a 5-year EFS rate of 14%.[269]
Based on the data above, the International Berlin-Frankfurt-Münster (iBFM) study group analyzed data regarding outcomes in patients with KMT2A rearrangements enrolled in BFM, COG, and other European cooperative group studies.[270] In keeping with earlier papers,[270] this study classified patients with 6q27 (KMT2A::AFDN, i.e., MLLT4), 4q21 (KMT2A::AFF1, i.e., MLL::MLLT2), 10p12.3 (KMT2A::MLLT10), 10p12.1 (KMT2A::ABI1), and 19p13.3 (KMT2A::MLLT1, i.e., MLL::ENL) as high risk, while all others were considered in the non–high-risk group.[267,269,270] Using this classification, the 5-year EFS rates for patients with non–high-risk, KMT2A-rearranged AML is 54%, compared with 30.3% for patients with high-risk disease.[270] MRD assessment after induction 2 imparts further prognostic significance within the iBFM analysis. In a large study, the presence of additional cytogenetic aberrations appeared to have variable prognostic impact.[271] However, given the heterogenous treatment of this study cohort, it is not clear whether this is an independent predictor of outcome, particularly when patients received gemtuzumab ozogamicin, which has therapeutic benefits in KMT2A-rearranged AML.[269]
With this distinction, non–high-risk KMT2A fusions are, in most cooperative groups, upstaged to high-risk if MRD is noted after induction treatment.[269]
When examining outcomes for patients with KMT2A rearrangements, both overall and within the context of high-risk and non–high-risk fusions, treatment with gemtuzumab ozogamicin appeared to abrogate the negative prognostic impact of the variant. Specifically, the EFS rate for patients with KMT2A-rearranged AML was superior with gemtuzumab ozogamicin treatment than without this treatment (48% vs. 29%; P = .003) and comparable with the outcomes observed in patients without KMT2A rearrangements.[269]
Cytogenetic/molecular abnormalities associated with an unfavorable prognosis
Genetic abnormalities associated with an unfavorable prognosis are described below. Some of these are disease-defining alterations that are initiating events and maintained throughout a patient’s disease course. Other entities described below are secondary alterations (e.g., FLT3 alterations). Although these secondary alterations do not induce disease on their own, they are able to promote the cell growth and survival of leukemias that are driven by primary genetic alterations.
AML with GATA2 or MECOM abnormalities (inv(3)(q21.3;q26.2)/t(3;3)(q21.3;q26.2) or t(3;21)(26.2;q22)). MECOM at chromosome 3q26 codes for two proteins, EVI1 and MDS1::EVI1, both of which are transcription regulators. The inv(3) and t(3;3) abnormalities lead to overexpression of EVI1 and to reduced expression of GATA2.[272,273] These abnormalities are associated with poor prognosis in adults with AML [209,274,275] but are rare in children (<1% of pediatric AML cases).[210,226,276]
Abnormalities involving MECOM can also be detected in some AML cases with other 3q abnormalities (e.g., t(3;21)(26.2;q22)). The RUNX1::MECOM fusion is also associated with poor prognosis.[277,278]
AML with NPM1::MLF1 (t(3;5)(q25;q34)) gene fusions. This fusion results in a chimeric protein that includes virtually the entire MLF1 gene. This gene does not usually have a function in normal hematopoiesis, but in this context, it is hypothesized to result in ectopic expression of the protein. While incredibly rare in pediatrics (less than 0.5% of cases, most of which occur in adolescence),[279] it is generally associated with poor prognosis.[280]
AML with DEK::NUP214 (t(6;9)(p23;q34.1)) gene fusions. t(6;9) leads to the formation of a leukemia-associated fusion protein DEK::NUP214.[281,282] This subgroup of AML has been associated with a poor prognosis in adults with AML,[281,283,284] and occurs infrequently in children (less than 1% of AML cases). The median age of children with AML and DEK::NUP214 fusions is 10 to 11 years, and approximately 40% of pediatric patients have FLT3 ITD.[285,286]
t(6;9) AML appears to be associated with a high risk of treatment failure in children, particularly for those not proceeding to allogeneic HSCT.[210,282,285,286]
AML with KAT6A::CREBBP (t(8;16)(p11.2;p13.3)) gene fusions (if 90 days or older at diagnosis). The t(8;16) translocation fuses the KAT6A gene on chromosome 8p11 to CREBBP on chromosome 16p13. It is associated with poor outcomes in adults, although its prognostic significance in pediatrics is less clear.[219,287] Although this translocation rarely occurs in children, in an iBFM AML study of 62 children, this translocation was associated with younger age at diagnosis (median, 1.2 years), FAB M4/M5 phenotype, erythrophagocytosis, leukemia cutis, and disseminated intravascular coagulation.[288] A substantial proportion of infants diagnosed with t(8;16) AML in the first month of life show spontaneous remission, although AML recurrence may occur months to years later.[288–291] These observations suggest that a watch-and-wait approach could be considered in cases of t(8;16) AML diagnosed in the neonatal period if close long-term monitoring can be ensured.[288] For older children, the prognosis is less favorable, and the typical recommendation is to proceed to HSCT once remission is achieved.
AML with FUS::ERG (t(16;21)(p11;q22)) gene fusions. In leukemias with t(16;21)(p11;q22), the FUS gene is joined with the ERG gene, producing a distinctive AML subtype with a gene expression profile that clusters separately from other cytogenetic subgroups.[292] This fusion is rare in pediatrics and represents 0.3% to 0.5% of pediatric AML cases. In a cohort of 31 patients with AML and FUS::ERG fusions, outcomes were poor, with a 4-year EFS rate of 7% and a cumulative incidence of relapse rate of 74%.[292]
AML with CBFA2T3::GLIS2 gene fusions.CBFA2T3::GLIS2 is a fusion resulting from a cryptic chromosome 16 inversion (inv(16)(p13.3;q24.3)).[293–297] It occurs commonly in non–Down syndrome AMKL, representing 16% to 27% of pediatric AMKL and presents at a median age of 1 year.[266,295,298–300] Leukemia cells with CBFA2T3::GLIS2 fusions have a distinctive immunophenotype (initially reported as the RAM phenotype),[301,302] with high CD56, dim or negative expression of CD45 and CD38, and a lack of HLA-DR expression. This fusion is a very high-risk lesion associated with poor clinical outcomes.[266,293,297–300]
In a study of approximately 2,000 children with AML, the CBFA2T3::GLIS2 fusion was identified in 39 cases (1.9%), with a median age at presentation of 1.5 years. All cases observed in children were younger than 3 years.[303] Approximately one-half of cases had M7 megakaryoblastic morphology, and 29% of patients were Black or African American (exceeding the 12.8% frequency in patients lacking the fusion). Children with the fusion were found to be MRD positive after induction 1 in 80% of cases. In an analysis of outcomes from serial COG trials of 37 identified patients, OS at 5 years from study entry was 22.0% for patients with CBFA2T3::GLIS2 fusions versus 63.0% for fusion-negative patients (n = 1,724). Even worse outcomes were demonstrated when the subset of patients with CBFA2T3::GLIS2 AMKL were compared with patients with AMKL without the abnormality. Analysis from the COG AAML0531 and AAML1031 trials revealed OS rates of 43% (± 37%) and 10% (± 19%), respectively, among children with AMKL and this fusion.[300] As CBFA2T3::GLIS2 leukemias express high levels of cell surface FOLR1, a targetable surface antigen by immunotherapeutic approaches, the roles of such agents are planned for study in this high-risk population.[304,305]
AML with NUP98 gene fusions.NUP98 has been reported to form leukemogenic gene fusions with more than 20 different partners. A significant proportion of cases are associated with non–Down syndrome AMKL, although approximately 50% are seen outside of that morphologic subtype.[306,307] The two most common gene fusions in pediatric AML are NUP98::NSD1 and NUP98::KDM5A. In one report, the former fusion was observed in approximately 15% of cytogenetically normal pediatric AML cases, and the latter fusion was observed in approximately 10% of pediatric AMKL cases (see below).[266,295,300,308] AML cases with either NUP98 gene fusion show high expression of HOXA and HOXB genes, indicative of a stem cell phenotype.[282,295] Some of the less common fusions entail HOX genes.[307]
The NUP98::NSD1 gene fusion, which is often cytogenetically cryptic, results from the fusion of NUP98 (chromosome 11p15) with NSD1 (chromosome 5q35).[282,308–310] This alteration occurs in approximately 4% to 7% of pediatric AML cases.[106,282,308,311,312] It is the most common NUP98 fusion seen. This disease phenotype is characterized by the following:
The highest frequency of NUP98::NSD1 fusions in the pediatric population is observed in children aged 5 to 9 years (approximately 8%), with a lower frequency in younger children (approximately 2% in children younger than 2 years).
Patients with NUP98::NSD1 fusions present with a high white blood cell (WBC) count (median, 147 × 109/L in one study).[308,309] Most patients with AML and NUP98::NSD1 fusions do not show cytogenetic aberrations.[282,308] There is a slight male predominance for patients with this fusion (64.5% vs. 32.2%).[307]
A high percentage of patients with NUP98::NSD1 fusions (74%–90%) have co-occurring FLT3 ITD AML.[308,309,311]
In one of a series of COG studies, 108 children with NUP98::NSD1 fusions demonstrated lower rates of complete remission (CR) (38%, P < .001) and higher rates of MRD (73%, P < .001), compared with a cohort of patients without NUP98 fusions. Patients with NUP98::NSD1 fusions also had inferior EFS rates (17% vs. 47%; P < .001) and OS rates (36% vs. 64%; P < .001), compared with the reference cohort.[307] In another study that included children (n = 38) and adults (n = 7) with AML and NUP98::NSD1 fusions, presence of both NUP98::NSD1 fusions and FLT3 ITD independently predicted poor prognosis. Patients with both lesions had a low CR rate (approximately 30%) and a low 3-year EFS rate (approximately 15%).[309]
In a study of children with refractory AML, NUP98 was overrepresented compared with a cohort who did achieve remission (21% [6 of 28 patients] vs. <4%).[313]
A cytogenetically cryptic translocation, t(11;12)(p15;p13), results in the NUP98::KDM5A gene fusion.[314] Approximately 2% of all pediatric AML patients have NUP98::KDM5A fusions, and these cases tend to present at a young age (median age, 3 years).[315] Additional clinical characteristics are as follows:
Cases with NUP98::KDM5A fusions tend to be AMKL (34%), followed by FAB M5 (21%), and FAB M6 (17%) histologies.[315] NUP98::KDM5A fusions are observed in approximately 10% of pediatric AMKL cases,[266,298] and patients with this fusion tend to present with lower WBC counts than patients with NUP98::NSD1 fusions.
Other genetic aberrations associated with pediatric AML, including FLT3 variants, are uncommon in patients with NUP98::KDM5A fusions.[315]
Prognosis for children with NUP98::KDM5A fusions is inferior to that of other children with AML (5-year EFS rate, 29.6% ± 14.6%; OS rate, 34.1% ± 16.1%) in one series.[315] Another study that included 32 patients with NUP98::KDM5A fusions demonstrated similar CR rates to the reference population but inferior OS (30%, P < .001) and EFS rates (25%; P = .01).[307]
AML with 12p13.2 rearrangements (ETV6 and any partner gene). The ETS family of genes encode transcription factors responsible for cellular growth and development. The ETV6 gene encodes a transcription factor that serves as a tumor suppressor gene and is the most frequent ETS family rearranged partner in pediatric AML. The cryptic translocation t(7;12)(q36;p13) encodes ETV6::MNX1, the most frequent ETV6-rearranged fusion partner, which occurs in approximately 1% of pediatric AML cases (enriched in infants). It is associated with poor clinical outcomes.[316] It is also strongly associated with trisomy 19.[316] The transcription may be cryptic by conventional karyotyping and, in some cases, may be confirmed only by fluorescence in situ hybridization (FISH).[317,318] This alteration occurs virtually exclusively in children younger than 2 years, with a median age of diagnosis of 6 months.[316] It appears to be associated with a high risk of treatment failure.[210,211,249,317,319,320] A literature review of 17 cases showed a 3-year EFS rate of 24% and OS rate of 42%.[219,316,321]
AML with 12p deletion to include 12p13.2 (loss of ETV6).ETV6 deletions are exceedingly rare in pediatric AML. In one pediatric series, 4 of 259 patients (1.5%) had an ETV6 deletion.[321,322] This abnormality is enriched in adult patients with chromosome 7 abnormalities and in patients with TP53 variants.[323] However, in a second pediatric series, there was a reported correlation with CBF AML.[322] According to this latter series, relapse risk rates for patients with and without deletions in ETV6 were 63% and 45%, respectively (P = .3), with corresponding disease-free survival (DFS) rates of 32% and 53%, respectively (P = .2). However, there was a high prevalence of CBF AML in patients with ETV6 deletions. In the context of CBF AML, the deletion was associated with adverse outcomes. Patients with CBF AML, with and without ETV6 deletions, had EFS rates of 0% and 63%, respectively (P = .002). Of the patients with CBF AML who achieved an initial CR, those with an ETV6 deletion had a risk of relapse rate of 88%, compared with 38% for those without the deletion (P = .08). The corresponding DFS rates were 0% for patients with an ETV6 deletion, compared with 61% for those without the deletion (P = .009).[322]
Chromosome 5 and 7 abnormalities. Chromosomal abnormalities associated with poor prognosis in adults with AML include those involving chromosome 5 (del(5q)) and chromosome 7 (monosomy 7).[209,274,324] These cytogenetic subgroups represent approximately 2% and 4% of pediatric AML cases, respectively, and are also associated with poor prognosis in children.[210,274,324–327] Chromosome 5 and 7 abnormalities appear to lack prognostic significance in AML patients with Down syndrome who are aged 4 years and younger.[328]
Increasing data show that the presence of monosomy 7 is associated with a higher risk of a patient having germline GATA2, SAMD9 or SAMD9L pathogenic variants. Cases associated with an underlying RUNX1-altered familial platelet disorder, telomere biology disorder, and germline ERCC6L2 pathogenic variants have also been reported.[329] Germline testing should be considered when monosomy 7 disease is identified.
In the past, patients with del(7q) were also considered to be at high risk of treatment failure, and data from adults with AML support a poor prognosis for both del(7q) and monosomy 7.[212] However, outcome for children with del(7q), but not monosomy 7, appears comparable to that of other children with AML.[211,326] The presence of del(7q) does not abrogate the prognostic significance of favorable cytogenetic characteristics (e.g., inv(16) and t(8;21)).[209,326]
AML with 10p12.3 rearrangements (MLLT10::any partner gene).MLLT10 frequently forms fusions with partners other than KMT2A, and these fusions are also associated with a poor prognosis. A retrospective review of 2,226 children enrolled in serial COG trials identified 23 children with non-KMT2A::MLLT10 fusions. Nearly one-half of patients (13 of 23) had MLLT10::PICALM fusions, and the EFS rate of this heterogenous group was 12.7%.[330] Another study focused on the prognostic impact of the MLLT10::PICALM fusion, which results in aberrant hematopoiesis and loss of chromatin-mediated gene regulation. Within this specific subset, the 20 pediatric patients with MLLT10::PICALM fusions had a poor prognosis. The 5-year EFS rate was 22%, and the OS rate was 26%.[331]
FLT3 variants. Presence of a FLT3 ITD variant appears to be associated with poor prognosis in adults with AML,[332] particularly when both alleles are altered or there is a high ratio of the variant allele to the normal allele.[333] FLT3 ITD variants also convey a poor prognosis in children with AML.[217,250,334–336] The frequency of FLT3 ITD variants in children is lower than that observed in adults, especially for children younger than 10 years, for whom 5% to 10% of cases have the variant (compared with approximately 30% in adults).[335,336]
The prevalence of FLT3 ITD is increased in certain genomic subtypes of pediatric AML, including cases with the NUP98::NSD1 gene fusion, 80% to 90% of which have a co-occurring FLT3 ITD.[308,309]
The prognostic significance of FLT3 ITD is modified by the presence of other recurring genomic alterations.[308,309] For patients who have FLT3 ITD, the presence of either WT1 variants or NUP98::NSD1 fusions is associated with poorer outcomes (EFS rates below 25%) than for patients who have FLT3 ITD without these alterations.[219] Conversely, a co-occurring cryptic DEK::NUP214 fusion may be more favorable, particularly with the addition of a FLT3 inhibitor to standard front-line chemotherapy. When FLT3 ITD is accompanied by NPM1 variants, the outcome is relatively favorable and is similar to that of pediatric AML cases without FLT3 ITD.[219] The latter subset is the one scenario in which the presence of the FLT3 ITD variant does not necessarily upstage a patient to high risk, based on the favorable outcomes seen with the co-occurring variants.[219]
Activating single nucleotide variants of FLT3 have also been identified in both adults and children with AML, although the clinical significance of these variants is not clearly defined. Some of these single nucleotide variants appear to be specific to pediatric patients.[219]
RAM phenotype. The RAM phenotype is characterized by high-intensity CD56 expression, dim-to-negative expression of CD45 and CD38, and a lack of HLA-DR expression. These patients tend to be younger, with a median age of 1.6 years in the initially reported series. This phenotype is enriched in patients with non-Down syndrome–related AMKL.[337] Clinically, patients with the RAM phenotype have inferior outcomes. In the initial series, patients in the RAM cohort had a 3-year EFS rate of 16%, compared with 51% for patients in the non-RAM cohort (P < .001). Patients in the RAM cohort also had inferior survival compared with patients with high CD56 expression, who lacked other phenotypic features of the RAM phenotype. OS was also inferior compared with the patients without the RAM phenotype (26% vs. 69%, P = .001). In a subanalysis, the OS of the patients in the RAM cohort was also markedly worse than patients in the CD56-positive (non-RAM) cohort (26% vs. 66%, P < .001) and the CD56-negative cohort (26% vs. 70%, P < .001).[337] Many, but not all, patients with a RAM phenotype have evidence of a CBFA2T3::GLIS2 fusion that, in itself, confers very high-risk disease. In a published series, approximately 60% of patients with the RAM phenotype at diagnosis were subsequently found to have this cryptic fusion that also confers higher-risk disease.[337]
Additional cytogenetic/molecular abnormalities that may have prognostic significance
This section includes cytogenetic/molecular abnormalities that are seen at diagnosis and do not impact disease risk stratification but may have prognostic significance.
AML with RUNX1::CBFA2T3 (t(16;21)(q24;q22)) gene fusions. In leukemias with t(16;21)(q24;q22), the RUNX1 gene is fused with the CBFA2T3 gene, and the gene expression profile is closely related to that of AML cases with t(8;21) and RUNX1::RUNX1T1 fusions.[292] Patients present at a median age of 7 years. This cancer is rare, representing approximately 0.1% to 0.3% of pediatric AML cases. Among 23 patients with RUNX1::CBFA2T3 fusions, five presented with secondary AML, including two patients who had a primary diagnosis of Ewing sarcoma. Outcomes were favorable for the cohort of 23 patients, with a 4-year EFS rate of 77% and a cumulative incidence of relapse rate of 0%.[292]
RAS variants. Although variants in RAS have been identified in 20% to 25% of patients with AML, the prognostic significance of these variants has not been clearly shown.[249,338] Variants in NRAS are more commonly observed than variants in KRAS in pediatric AML cases.[249,339] RAS variants occur with similar frequency for all Type II alteration subtypes, with the exception of APL, for which RAS variants are seldom observed.[249]
AML with RBM15::MRTFA gene fusions. The t(1;22)(p13;q13) translocation that produces RBM15::MRTFA fusions (also known as RBM15::MKL1) is uncommon (<1% of pediatric AML) and is restricted to AMKL.[210,299,340–343] Studies have found that t(1;22)(p13;q13) is observed in 10% to 20% of children with AMKL who have evaluable cytogenetics or molecular genetics.[265,266,298,300] Most AMKL cases with t(1;22) occur in infants, with the median age at presentation (4–7 months) being younger than for other children with AMKL.[265,295,300,344] Cases with detectable RBM15::MKL1 fusion transcripts in the absence of t(1;22) have also been reported because these young patients usually have hypoplastic bone marrow.[341]
An international collaborative retrospective study of 51 t(1;22) cases reported that patients with this abnormality had a 5-year EFS rate of 54.5% and an OS rate of 58.2%, similar to the rates for other children with AMKL.[265] In another international retrospective analysis of 153 cases with non–Down syndrome AMKL who had samples available for molecular analysis, the 4-year EFS rate for patients with t(1;22) was 59% and the OS rate was 70%, significantly better than for AMKL patients with other specific genetic abnormalities (CBFA2T3::GUS2 fusions, NUP98::KDM5A fusions, KMT2A rearrangements, monosomy 7).[298] Similar outcomes were seen in the COG AAML0531 and AAML1031 phase III trials (5-year OS rates, 86% ± 26% [n = 7] and 54% ± 14% [n = 14] for AAML0531 and AAML1031, respectively).[300]
HOX rearrangements. Cases with a gene fusion involving a HOX cluster gene represented 15% of pediatric AMKL in one report.[266] This report observed that these patients appear to have a relatively favorable prognosis, although the small number of cases studied limits confidence in this assessment.
GATA1 variants.GATA1-truncating variants in non–Down syndrome AMKL arise in young children (median age, 1–2 years) and are associated with amplification of the RCAN1 gene on chromosome 21.[266] These patients represented approximately 10% of non–Down syndrome AMKL and appeared to have a favorable outcome if there were no prognostically unfavorable fusion genes also present, although the number of patients studied was small (n = 8).[266]
Hypodiploidy. Hypodiploidy is defined as a modal chromosome number of less than or equal to 45. This occurs rarely in pediatric patients with AML. In a retrospective cohort analysis, the iBFM AML study group aimed to characterize hypodiploidy in pediatric patients with AML. The study excluded several patient groups, including patients with APL, Down syndrome, or loss of chromosome 7.[345] Their observations included the following:
Hypodiploidy was observed in 1.3% of children with AML. Approximately 80% of patients had a modal chromosome number of 45, and the remaining 20% of patients had a modal chromosome number of either 43 or 44.
Most patients (>80%) with a modal chromosome number of 43 or 44 also met the criteria for complex karyotype. In this study, a complex karyotype was defined as at least three independent chromosomal abnormalities, regardless of whether these were structural abnormalities or defects in chromosome number, and an absence of recurrent aberrations as defined by the WHO.
Patients with a modal chromosome number of 43 or 44 had decreased EFS rates and OS rates when compared with patients who had 45 chromosomes (EFS rate, 21% vs. 37%; P = .07; OS rate, 33% vs. 56%; P = .1).
UBTF tandem duplication.UBTF is located at chromosome 17q21.31, and it codes for a nucleolar protein that interacts with ribosomal DNA to mediate RNA polymerase 1 ribosomal RNA transcription.[346]
UBTF tandem duplication (UBTF-TD) is mutually exclusive with other leukemia driver genomic alterations. Like other leukemogenic drivers, it is maintained at relapse.
UBTF genomic alterations involving heterozygous somatic variants resulting in in-frame tandem duplication of UBTF exon 13 are observed in approximately 4% of pediatric AML cases.
UBTF-TD AML in the pediatric population primarily occurs during adolescence (median age, 12–14 years). It is also observed in adults younger than 60 years, but it is uncommon among AML in older adult patients.
FLT3 ITD is common in cases of AML with UBTF-TD. Approximately two-thirds of cases have FLT3 ITD. In addition, approximately 40% of cases with UBTF-TD AML have WT1 variants.
In the AAML1031 clinical trial, EFS and OS rates for patients with UBTF-TD were 30% and 44%, respectively. These values were lower than those for non–UBTF-TD patients enrolled in AAML1031 (45% and 64%, respectively). Outcome for patients with UBTF-TD was similar to that for patients with KMT2A rearrangements.
In the AAML1031 trial, co-occurrence of UBTF-TD with either FLT3 ITD or WT1 variants was associated with an inferior prognosis, compared with patients with UBTF-TD alone.
AML with CBFB::GDXY insertions.CBFB encodes the CBFB protein that is part of the multiprotein, core-binding transcription factor complex, which master regulates a gene expression program critical for hematopoiesis. CBFB is recurrently fused with MYH11 in inv(16)/t(16;16) AML.[347]
In-frame insertions in exon 3 of CBFB have been identified in about 0.4% of pediatric AML cases at diagnosis. All described insertions lead to replacement of aspartic acid at position 87 (D87) with either glycine, aspartic acid, serin, and tyrosine (GDSY) or glycine, aspartic acid, threonine, and tyrosine (GDTY).
CBFB::GDXY insertions are associated with a gene expression profile overlapping with CBFB::MYH11–expressing AML, with the exception of increased expression of stem cell genes such as HOXA cluster genes and MEIS1.
CBFB::GDXY insertions frequently co-occur with FLT3 tyrosine kinase domain (TKD) and BCOR1 variants, but lack KIT variants, which are frequently found in CBFB::MYH11 AML.
CBFB::GDXY insertions appear to be enriched among adolescents and young adults.
The impact of CBFB::GDXY insertions on patient outcomes are unclear due to a paucity of data. However, early analysis suggests that these patients may not have the same favorable outcome as patients with CBFB::MYH11 fusions.
RUNX1 variants. AML with RUNX1 variants was a provisional entity in the 2016 WHO classification. In the 5th edition of the WHO classification, it falls into the category of AML with other defined genetic alterations.[223] This subtype of AML is more common in adults than in children. In adults, the RUNX1 variant is associated with a high risk of treatment failure. A meta-analysis of outcomes for adult patients with RUNX1 variants also demonstrated high-risk disease, although this significance was lost in the context of intermediate-risk cytogenetics.[348]
In a study of children with AML, RUNX1 variants were observed in 11 of 503 patients (approximately 2%). Six of 11 patients with AML and RUNX1 variants failed to achieve remission, and their 5-year EFS rate was 9%, suggesting that the RUNX1 variant confers a poor prognosis in both children and adults.[349] However, a second study in which 23 children were found to have RUNX1 variants among 488 children with AML found no significant impact of RUNX1 variants on response or outcome. Additionally, analysis identified that children with RUNX1 variants were more frequently male, adolescents, and had a greater incidence of co-occurring FLT3 ITD and other variants. However, in each of these groups, univariable and multivariable analyses found no survival differences based on the presence of RUNX1 variants.[350] Genetic variants of RUNX1 result in a familial platelet disorder with associated myeloid malignancy (FPD-MM).[223]
WT1 variants. WT1, a zinc-finger protein regulating gene transcription, is altered in approximately 10% of cytogenetically normal cases of AML in adults.[351–354] The WT1 variant has been shown in some,[351,352,354] but not all, studies [353] to be an independent predictor of worse DFS, EFS, and OS in adult patients.
In children with AML, WT1 variants are observed in approximately 10% of cases.[355,356] Cases with WT1 variants are enriched among children with normal cytogenetics and FLT3 ITD but are less common among children younger than 3 years.[355,356] AML cases with NUP98::NSD1 fusions are enriched for both FLT3 ITD and WT1 variants.[308] In univariate analyses, WT1 variants are predictive of poorer outcome in pediatric patients, but the independent prognostic significance of WT1 variant status is unclear because of its strong association with FLT3 ITD and its association with NUP98::NSD1 fusions.[308,355,356] The largest study of WT1 variants in children with AML observed that children with WT1 variants in the absence of FLT3 ITD had outcomes similar to that of children without WT1 variants, while children with both WT1 variants and FLT3 ITD had survival rates less than 20%.[355]
In a study of children with refractory AML, WT1 was overrepresented, compared with a cohort who did achieve remission (54% [15 of 28 patients] vs. 15%).[313]
DNMT3A variants. Variants of the DNMT3A gene have been identified in approximately 20% of adult patients with AML. These variants are uncommon in patients with favorable cytogenetics but occur in one-third of adult patients with intermediate-risk cytogenetics.[357] Variants in this gene are independently associated with poor outcome.[357–359] DNMT3A variants are virtually absent in children.[360]
IDH1 and IDH2 variants. Variants in IDH1 and IDH2, which code for isocitrate dehydrogenase, occur in approximately 20% of adults with AML,[220,361–365] and they are enriched in patients with NPM1 variants.[362,363,366] The specific variants that occur in IDH1 and IDH2 create a novel enzymatic activity that promotes conversion of alpha-ketoglutarate to 2-hydroxyglutarate.[367,368] This novel activity appears to induce a DNA hypermethylation phenotype similar to that observed in AML cases with loss-of-function variants in TET2.[366]
Variants in IDH1 and IDH2 are rare in pediatric AML, occurring in 0% to 4% of cases.[220,360,369–373] There is no indication of a negative prognostic effect for IDH1 and IDH2 variants in children with AML.[220,369]
CSF3R variants.CSF3R is the gene encoding the granulocyte colony-stimulating factor (G-CSF) receptor, and activating variants in CSF3R are observed in 2% to 3% of pediatric AML cases.[374] These variants lead to enhanced signaling through the G-CSF receptor. They are primarily observed in AML with either CEBPA variants or with CBF abnormalities (RUNX1::RUNX1T1 and CBFB::MYH11 fusions).[374] In a study of 2,150 pediatric patients with AML, 35 patients (1.6%) were found to have CSF3R variants; 30 (89%) of these cases were in patients with either RUNX1::RUNX1T1 fusions (n = 18) or with CEBPA variants (n = 12).[262] Risk of relapse was significantly higher for patients with co-occurring CSF3R and CEBPA variants, compared with patients with RUNX1::RUNX1T1 fusions and CSF3R variants.[262] Although relapse rates are higher in patients with AML who have co-occurring CSF3R and CEBPA variants, OS is not adversely impacted, reflecting a high salvage rate with reinduction therapy and HSCT.[253]
Activating variants in CSF3R are also observed in patients with severe congenital neutropenia. These variants are not the cause of severe congenital neutropenia, but rather arise as somatic variants and can represent an early step in the pathway to AML.[375] In one study of patients with severe congenital neutropenia, 34% of patients who had not developed a myeloid malignancy had CSF3R variants detectable in peripheral blood neutrophils and mononuclear cells, while 78% of patients who had developed a myeloid malignancy showed CSF3R variants.[375] A study of 31 patients with severe congenital neutropenia who developed AML or MDS observed CSF3R variants in approximately 80% of patients. The study also observed a high frequency of RUNX1 variants (approximately 60%), suggesting cooperation between CSF3R and RUNX1 variants for leukemia development within the context of severe congenital neutropenia.[376]
The characteristic chromosomal abnormality associated with acute promyelocytic leukemia (APL) is t(15;17)(q22;q21). This translocation involves a breakpoint that includes the retinoic acid receptor and leads to production of the PML::RARA fusion protein.[377] Other more complex chromosomal rearrangements may also lead to a PML::RARA fusion and result in APL.
Patients with a suspected diagnosis of APL can have their diagnosis confirmed by detection of the PML::RARA fusion protein through fluorescence in situ hybridization (FISH), reverse transcriptase–polymerase chain reaction (RT-PCR), or conventional cytogenetics. Quantitative RT-PCR allows identification of the three common transcript variants and is used for monitoring response on treatment and early detection of molecular relapse.[378] In addition, an immunofluorescence method using an anti-PML monoclonal antibody can rapidly establish the presence of the PML::RARA fusion protein based on the characteristic distribution pattern of PML that occurs in the presence of the fusion protein.[379–381]
Uncommon molecular variants of APL produce fusion proteins that join distinctive gene partners (e.g., PLZF, NPM, STAT5B, and NuMA) to RARA.[382,383] Recognition of these rare variants is important because they differ in their sensitivities to tretinoin and arsenic trioxide.[384]
PLZF::RARA fusion gene variant. The PLZF::RARA variant, characterized by t(11;17)(q23;q21), represents about 0.8% of APL, expresses surface CD56, and has very fine granules, compared with t(15;17) APL.[385–387] APL with the PLZF::RARA fusion gene has been associated with a poor prognosis and usually does not respond to tretinoin or arsenic trioxide.[384–387]
NPM::RARA or NuMA::RARA fusion gene variants. The rare APL variants with NPM::RARA (t(5;17)(q35;q21)) or NuMA::RARA (t(11;17)(q13;q21)) translocations may still be responsive to tretinoin.[384,388–391]
PML::RARA fusion gene variant. There are rare case reports of patients with PML::RARA fusion–negative APL. One such APL is the torque teno mini virus (TTMV) subtype.[346,392,393] This is a newly described entity in which the TTMV genome is integrated into intron 2 of the human RARA gene, resulting in a TTMV::RARA gene fusion. The clinical and morphological features of this APL subtype are similar to those of PML::RARA fusion–positive APL.
FLT3 Variants
FLT3 variants (either internal tandem duplication or tyrosine kinase domain variants) are observed in 40% to 50% of APL cases. The presence of FLT3 variants is correlated with higher white blood cell counts and the microgranular variant (M3v) subtype.[394–398] The FLT3 variant has previously been associated with an increased risk of induction death and, in some reports, an increased risk of treatment failure.[394–400] Given the extremely high cure rates for children with APL who were treated with tretinoin and arsenic trioxide, FLT3 variants are not associated with inferior outcomes.[401]
The cytogenetic abnormality required for diagnosis of CML is the Philadelphia chromosome (Ph), which represents a translocation of chromosomes 9 and 22 (t(9;22)), resulting in a BCR::ABL1 fusion protein.[402]
Additional chromosomal abnormalities have been found in studies of adults with CML in the TKI era. These studies have illustrated a number of adverse prognostic variants, including those identified as high risk in the chronic phase.[403,404]
The genomic landscape of JMML is characterized by variants in one of five genes of the RAS pathway: NF1, NRAS, KRAS, PTPN11, and CBL.[405–407] In a series of 118 consecutively diagnosed JMML cases with RAS pathway–activating variants, PTPN11 was the most commonly altered gene, accounting for 51% of cases (19% germline and 32% somatic) (see Figure 5).[405] Patients with NRAS variants accounted for 19% of cases, and patients with KRAS variants accounted for 15% of cases. NF1 variants accounted for 8% of cases, and CBL variants accounted for 11% of cases. Although variants among these five genes are generally mutually exclusive, 4% to 17% of cases have variants in two of these RAS pathway genes,[405–407] a finding that is associated with poorer prognosis.[405,407]
The variant rate in JMML leukemia cells is very low, but additional variants beyond those of the five RAS pathway genes described above are observed.[405–407] Secondary genomic alterations are observed for genes of the transcriptional repressor complex PRC2 (e.g., ASXL1 was altered in 7%–8% of cases). Some genes associated with myeloproliferative neoplasms in adults are also altered at low rates in JMML (e.g., SETBP1 was altered in 6%–9% of cases).[405–408] JAK3 variants are also observed in a small percentage (4%–12%) of JMML cases.[405–408] Cases with germline PTPN11 and germline CBL variants showed low rates of additional variants (see Figure 5).[405] The presence of variants beyond disease-defining RAS pathway variants is associated with an inferior prognosis.[405,406]
A report describing the genomic landscape of JMML found that 16 of 150 patients (11%) lacked canonical RAS pathway variants. Among these 16 patients, 3 were observed to have in-frame fusions involving receptor tyrosine kinases (DCTN1::ALK, RANBP2::ALK, and TBL1XR1::ROS1 gene fusions). These patients all had monosomy 7 and were aged 56 months or older. One patient with an ALK gene fusion was treated with crizotinib plus conventional chemotherapy and achieved a complete molecular remission and proceeded to allogeneic bone marrow transplant.[407]
EnlargeFigure 5. Alteration profiles in individual JMML cases. Germline and somatically acquired alterations with recurring hits in the RAS pathway and PRC2 network are shown for 118 patients with JMML who underwent detailed genetic analysis. Blast excess was defined as a blast count ≥10% but <20% of nucleated cells in the bone marrow at diagnosis. Blast crisis was defined as a blast count ≥20% of nucleated cells in the bone marrow. NS, Noonan syndrome. Reprinted by permission from Macmillan Publishers Ltd: Nature Genetics (Caye A, Strullu M, Guidez F, et al.: Juvenile myelomonocytic leukemia displays mutations in components of the RAS pathway and the PRC2 network. Nat Genet 47 [11]: 1334-40, 2015), copyright (2015).
Genomic and Molecular Prognostic Factors
Several genomic factors affect the prognosis of patients with JMML, including the following:
Number of non–RAS pathway variants. A predictor of prognosis for children with JMML is the number of variants beyond the disease-defining RAS pathway variants.[405,406]
One study observed that zero or one somatic alteration (pathogenic variant or monosomy 7) was identified in 64 patients (65.3%) at diagnosis, whereas two or more alterations were identified in 34 patients (34.7%).[406] In multivariate analysis, variant number (2 or more vs. 0 or 1) maintained significance as a predictor of inferior event-free survival (EFS) and overall survival (OS). A higher proportion of patients diagnosed with two or more alterations were older and male, and these patients also demonstrated a higher rate of monosomy 7 or somatic NF1 variants.[406]
Another study observed that approximately 60% of patients had one or more additional variants beyond their disease-defining RAS pathway variant. These patients had an inferior OS compared with patients who had no additional variants (3-year OS rate, 61% vs. 85%, respectively).[405]
A third study observed a trend for an inferior OS for patients with two or more variants compared with patients with zero or one variant.[407]
RAS pathway double variants. Although variants in the five canonical RAS pathway genes associated with JMML (NF1, NRAS, KRAS, PTPN11, and CBL) are generally mutually exclusive, 4% to 17% of cases have variants in two of these RAS pathway genes.[405,406] This finding has been associated with a poorer prognosis.[405,406]
Two RAS pathway variants were identified in 11% of JMML patients in one report, and these patients had a significantly inferior EFS rate (14%) compared with patients who had a single RAS pathway variant (62%). Patients with Noonan syndrome were excluded from the analyses.[406]
Similar findings for RAS pathway variants were reported in a second study. This study observed that patients with RAS pathway double variants (15 of 96 patients) had lower survival rates than did patients with either no additional variants or with additional variants beyond the RAS pathway variant.[405]
DNA methylation profile.
One study applied DNA methylation profiling to a discovery cohort of 39 patients with JMML and to a validation cohort of 40 patients. Distinctive subsets of JMML with either high, intermediate, or low methylation levels were observed in both cohorts. Patients with the lowest methylation levels had the highest survival rates, and all but 1 of 15 patients experienced spontaneous resolution in the low methylation cohort. High methylation status was associated with lower EFS rates.[409]
Another study applied DNA methylation profiling to a cohort of 106 patients with JMML. The study observed one subgroup of patients with a hypermethylation profile and one subgroup of patients with a hypomethylation profile. Patients in the hypermethylation group had a significantly lower OS rate than did patients in the hypomethylation group (5-year OS rate, 46% vs. 73%, respectively). Patients in the hypermethylation group also had a significantly poorer 5-year transplant-free survival rate than did patients in the hypomethylation group (2.2%; 95% CI, 0.2%–10.1% vs. 41.2%; 95% CI, 27.1%–54.8%). Hypermethylation status was associated with two or more variants, higher fetal hemoglobin levels, older age, and lower platelet count at diagnosis. All patients with Noonan syndrome were in the hypomethylation group.[407]
A study examined 33 patients with JMML who had CBL variants. The study identified 31 patients with low methylation and 2 patients with intermediate methylation. Both of the children with intermediate methylation relapsed after undergoing HSCT. Because treatment, which included observation only, varied among the 31 patients with low methylation, the impact of the methylation profile on therapeutic decisions and outcomes could not be fully assessed. However, the methylation status was not prognostic of spontaneous resolution.[410]
LIN28B overexpression.LIN28B overexpression, which is present in approximately one-half of children with JMML, identifies a biologically distinctive subset of JMML. LIN28B is an RNA-binding protein that regulates stem cell renewal.[411]
LIN28B overexpression was positively correlated with high blood fetal hemoglobin level and age (both of which are associated with poor prognosis), and it was negatively correlated with presence of monosomy 7 (also associated with inferior prognosis). Although LIN28B overexpression identifies a subset of patients with increased risk of treatment failure, it was not found to be an independent prognostic factor when other factors such as age and monosomy 7 status are considered.[411]
Another study also observed a subset of JMML patients with elevated LIN28B expression. The study identified LIN28B as the gene for which expression was most strongly associated with hypermethylation status.[407]
Molecular features of myelodysplastic neoplasms (MDS)
Compared with MDS in adults, pediatric MDS is associated with a distinctive constellation of genetic alterations. In adults, MDS often evolves from clonal hematopoiesis and is characterized by variants in TET2, DNMT3A, DDX41 and TP53. In contrast, variants in these genes are rare in pediatric MDS, while variants in GATA2, SAMD9, SAMD9L, ETV6, SETBP1, ASXL1, and RAS/MAPK pathway genes are observed in subsets of children with MDS.[412,413]
A report of the genomic landscape of pediatric MDS described the results of whole-exome sequencing for 32 pediatric patients with primary MDS and targeted sequencing for another 14 cases.[412] These 46 cases were equally divided between childhood MDS with low blasts (cMDS-LB) (previously called refractory cytopenia of childhood) and childhood MDS with increased blasts (cMDS-IB) (previously called MDS with excess blasts [MDS-EB)]). The results from the report include the following:
Variants in RAS/MAPK pathway genes were observed in 43% of primary MDS cases, with variants most commonly involving the PTPN11 and NRAS genes. However, variants were also observed in other RAS/MAPK pathway genes (e.g., BRAF [non–BRAF V600E], CBL, and KRAS). RAS/MAPK variants were more common in patients with cMDS-IB (65%) than in patients with cMDS-LB (17%).
Germline pathogenic variants in SAMD9 (n = 4) or SAMD9L (n = 4) were observed in 17% of patients with primary MDS, with seven of eight variants occurring in patients with cMDS-LB. These cases all showed loss of material on chromosome 7. Approximately 40% of patients with deletions of part or all of chromosome 7 had germline SAMD9 or SAMD9L variants.
GATA2 pathogenic variants were observed in three cases (7%), and all cases were confirmed or presumed to be germline.
Deletions involving chromosome 7 were the most common copy number alteration and were observed in 41% of cases. Loss of part or all of chromosome 7 was most commonly observed in SAMD9 and SAMD9L cases (100%) and in cMDS-IB patients with a RAS/MAPK variant (71%).
In more than 1 of the 46 cases, other genes were altered (SETBP1, ETV6, and TP53).
A second report described the application of a targeted sequencing panel of 105 genes to 50 pediatric patients with MDS (cMDS-LB = 31 and cMDS-IB = 19) and was enriched for cases with monosomy 7 (48%).[412,413] SAMD9 and SAMD9L were not included in the gene panel. The second report described the following results:
Germline GATA2 pathogenic variants were observed in 30% of patients, and germline RUNX1 pathogenic variants were observed in 6% of patients.
Somatic variants were observed in 34% of patients and were more common in patients with cMDS-IB than in patients with cMDS-LB (68% vs. 13%).
The most commonly altered gene was SETBP1 (18%). Less commonly altered genes included ASXL1, RUNX1, and RAS/MAPK pathway genes (PTPN11, NRAS, KRAS, NF1). Twelve percent of cases had variants in RAS/MAPK pathway genes.
Patients with germline GATA2 pathogenic variants, in addition to MDS, show a wide range of hematopoietic and immune defects as well as nonhematopoietic manifestations.[414] The former defects include monocytopenia with susceptibility to atypical mycobacterial infection and DCML deficiency (loss of dendritic cells, monocytes, and B and natural killer lymphoid cells). The resulting immunodeficiency leads to increased susceptibility to warts, severe viral infections, mycobacterial infections, fungal infections, and human papillomavirus–related cancers. The nonhematopoietic manifestations include deafness and lymphedema.
Germline GATA2 pathogenic variants were studied in 426 pediatric patients with primary MDS and 82 cases with secondary MDS who were enrolled in consecutive studies of the European Working Group of MDS in Childhood (EWOG-MDS).[415] The study had the following results:
Germline GATA2 pathogenic variants were identified in 7% of pediatric patients with primary MDS. While the median age of patients presenting with GATA2 variants was 12.3 years in the EWOG-MDS pediatric population, most cases of germline GATA2-related myeloid neoplasms occur during adulthood.[416]
GATA2 variants were more common in patients with cMDS-IB (15%) than in patients with cMDS-LB (4%).
Among patients with GATA2 variants, 46% presented with cMDS-IB, and 70% showed monosomy 7.
Familial MDS/acute myeloid leukemia (AML) was identified in 12 of 53 patients with GATA2 variants for whom detailed family histories were available.
Nonhematologic phenotypes of GATA2 deficiency were present in 51% of patients with MDS who had GATA2 variants and included deafness (9%), lymphedema/hydrocele (23%), and immunodeficiency (39%).
SAMD9 and SAMD9L germline pathogenic variants are both associated with pediatric MDS cases in which there is an additional loss of all or part of chromosome 7.[417,418]
In 2016, SAMD9 was identified as the cause of the MIRAGE syndrome (myelodysplasia, infection, restriction of growth, adrenal hypoplasia, genital phenotypes, and enteropathy), which is associated with early-onset MDS with monosomy 7.[419] Subsequently, variants in SAMD9L were identified in patients with ataxia pancytopenia syndrome (ATXPC; OMIM 159550). SAMD9 and SAMD9L variants were also identified as the cause of the myelodysplasia and leukemia syndrome with monosomy 7 (MLSM7; OMIM 252270),[420] a syndrome first identified in phenotypically normal siblings who developed MDS or AML associated with monosomy 7 during childhood.[421]
Causative variants in both SAMD9 and SAMD9L are gain-of-function variants and enhance the growth-suppressing activity of SAMD9 and SAMD9L.[419,421]
Both SAMD9 and SAMD9L are located at chromosome 7q21.2. Cases of MDS in patients with SAMD9 or SAMD9L variants often show monosomy 7, with the remaining chromosome 7 having wild-type SAMD9 and SAMD9L. This results in the loss of the enhanced growth-suppressing activity of the altered gene.
Phenotypically normal patients with SAMD9 or SAMD9L variants and monosomy 7 may progress to develop MDS or AML or, alternatively, may show loss of their monosomy 7 with a return of normal hematopoiesis.[421] The former outcome is associated with the acquisition of variants in genes associated with MDS/AML (e.g., ETV6 or SETBP1). The latter outcome is associated with genetic alterations (e.g., revertant variants or copy-neutral loss of heterozygosity with retention of the wild-type allele) that result in normalization of SAMD9 or SAMD9L activity. These observations suggest that monitoring patients with SAMD9– or SAMD9L-related monosomy 7, using clinical sequencing for acquired somatic variants in genes associated with progression to AML, may identify those at high risk of leukemic transformation. Such patients may benefit most from hematopoietic stem cell transplant.[421]
The presence of an isolated monosomy 7 is the most common cytogenetic abnormality, although it does not appear to portend a poor prognosis, compared with its presence in overt AML. However, the presence of monosomy 7 in combination with other cytogenetic abnormalities is associated with a poor prognosis.[422,423] The relatively common abnormalities of -Y, 20q-, and 5q- in adults with MDS are rare in childhood MDS. The presence of cytogenetic abnormalities that are found in AML (t(8;21)(q22;q22.1), inv(16)(p13.1;q22) or t(16;16)(p13.1;q22), and APL with PML::RARA gene fusions) defines disease that should be treated as AML and not MDS, regardless of blast percentage. The World Health Organization (WHO) notes that whether this should also apply to other recurring genetic abnormalities remains controversial.[424]
TAM blasts most commonly have megakaryoblastic differentiation characteristics and distinctive variants involving the GATA1 gene in the presence of trisomy 21.[425,426] TAM may occur in phenotypically normal infants with genetic mosaicism in the bone marrow for trisomy 21. While TAM is generally not characterized by cytogenetic abnormalities other than trisomy 21, the presence of additional cytogenetic findings may predict an increased risk of developing subsequent AML.[427]
GATA1 variants are present in most, if not all, children with Down syndrome who have either TAM or acute megakaryoblastic leukemia (AMKL).[425,428–430] GATA1 is a transcription factor that is required for normal development of erythroid cells, megakaryocytes, eosinophils, and mast cells. X-linked GATA1 variants result in the absence of the full-length GATA1 protein, leaving only the normally minor variant, a truncated GATA1s transcription factor that has decreased activity.[425,426] This confers increased sensitivity to cytarabine by down-regulating cytidine deaminase expression, possibly explaining the superior outcome of children with Down syndrome and M7 AML when treated with cytarabine-containing regimens.[431]
A 2024 analysis screened 143 TAM samples for additional somatic variants in the abnormal cells. With the exception of rare STAG2 variants, the study found no additional abnormalities beyond the typical GATA1 abnormality.[432]
Approximately 20% of infants with TAM and Down syndrome eventually develop AML. Most of these cases are diagnosed within the first 3 years of life.[426,427]
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Non-Hodgkin Lymphoma
Mature B-cell Lymphoma
The mature B-cell lymphomas include Burkitt lymphoma, diffuse large B-cell lymphoma, and primary mediastinal B-cell lymphoma.
Burkitt lymphoma
Genomics of Burkitt lymphoma
The malignant cells of Burkitt lymphoma show a mature B-cell phenotype and are negative for the enzyme terminal deoxynucleotidyl transferase. These malignant cells usually express surface immunoglobulin (Ig), most bearing a clonal surface IgM with either kappa or lambda light chains. A variety of additional B-cell markers (e.g., CD19, CD20, CD22) are usually present, and most childhood Burkitt lymphomas express CD10.[1]
Burkitt lymphoma expresses a characteristic chromosomal translocation, usually t(8;14) and more rarely t(8;22) or t(2;8). Each of these translocations juxtaposes the MYC oncogene and the immunoglobulin locus (IG, mostly the IGH locus) regulatory elements, resulting in the inappropriate expression of MYC, a gene involved in cellular proliferation.[2,3] The presence of one of the variant translocations t(2;8) or t(8;22) does not appear to affect response or outcome.[4,5]
Mapping of IGH-translocation breakpoints demonstrated that IG::MYC translocations in sporadic Burkitt lymphoma most commonly occur through aberrant class-switch recombination and less commonly through somatic hypervariant. Translocations resulting from aberrant variable, diversity, and joining (VDJ) gene segment recombinations are rare.[6] These findings are consistent with a germinal center derivation of Burkitt lymphoma.
While MYC translocations are present in all Burkitt lymphoma, cooperating genomic alterations appear to be required for lymphoma development. Some of the more commonly observed recurring variants that have been identified in Burkitt lymphoma in pediatric and adult cases are listed below. The clinical significance of these variants for pediatric Burkitt lymphoma remains to be elucidated.
Activating variants in the transcription factor TCF3 and inactivating variants in its negative regulator ID3 are observed in approximately 70% of Burkitt lymphoma cases.[6–10]
TP53 variants are observed in one-third to one-half of cases.[7,9]
CCND3 variants are commonly observed in sporadic Burkitt lymphoma (approximately 40% of cases) but are rare in endemic Burkitt lymphoma.[7,9]
Mutually exclusive variants in SMARCA4 and ARID1A,[6] components of the SWItch/Sucrose Non-Fermentable (SWI/SNF) complex, are observed in more than one-half of pediatric Burkitt lymphoma cases.[5]
Variants in MYC itself are observed in approximately one-half of Burkitt lymphoma cases and appear to enhance tumorigenesis, in part, by increasing MYC stability.[6,7,11]
Variants and altered DNA methylation result in dysregulation of sphingosine-1-phosphate signaling in a subset of Burkitt lymphoma. Genes contributing to this include RHOA, which is altered in approximately 10% of cases, and, less commonly, GNA13, GNA11, and GNA12.[5,7,8]
A study that compared the genomic landscape of endemic Burkitt lymphoma with the genomics of sporadic Burkitt lymphoma found the expected high rate of Epstein-Barr virus (EBV) positivity in endemic cases, with much lower rates in sporadic cases. There was general similarity between the patterns of variants for endemic and sporadic cases and for EBV-positive and EBV-negative cases. However, EBV-positive cases showed significantly lower variant rates for selected genes/pathways, including SMARCA4, CCND3, TP53, and apoptosis.[5]
Cytogenetic evidence of MYC rearrangement is the gold standard for diagnosis of Burkitt lymphoma. For cases in which cytogenetic analysis is not available, the World Health Organization (WHO) has recommended that the Burkitt-like diagnosis be reserved for lymphoma resembling Burkitt lymphoma or with more pleomorphism, large cells, and a proliferation fraction (i.e., MIB-1 or Ki-67 immunostaining) of 99% or greater.[1] BCL2 staining by immunohistochemistry is variable. The absence of a translocation involving the BCL2 gene does not preclude the diagnosis of Burkitt lymphoma and has no clinical implications.[12]
Genomics of Burkitt-like lymphoma/high-grade B-cell lymphoma with 11q aberrations
Burkitt-like lymphoma with 11q aberration was added as a provisional entity in the 2017 revised WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues.[13] In the 5th edition of the WHO classification, this entity was renamed high-grade B-cell lymphoma with 11q aberrations.[14] In this entity, MYC rearrangement is absent, and the characteristic chromosome 11q finding (detected cytogenetically and/or with copy-number DNA arrays) is 11q23.2-q23.3 gain/amplification and 11q24.1-qter loss.[15,16]
In a study of 102 lymphomas that morphologically resembled Burkitt lymphoma, diffuse large B-cell lymphoma, and high-grade B-cell lymphoma, unclassifiable, 13 cases (13%) lacked a MYC rearrangement but were positive for 11q proximal gain and telomeric loss by fluorescence in situ hybridization.[17]
Most patients with high-grade B-cell lymphoma with 11q aberrations present in the adolescent and young adult age range with localized nodal disease.[16,17] Head and neck involvement is the most common presentation, although presentation in other nodal areas, as well as in the abdomen, can occur.
Cases show a very high proliferative index and can show a focal starry sky pattern.[16,17]
Outcomes appear highly favorable in the small number of cases identified.[16,17]
The variant landscape of high-grade B-cell lymphoma with 11q aberrations is distinct from that of Burkitt lymphoma. Variants commonly observed in Burkitt lymphoma (e.g., ID3, TCF3, and CCND3) are uncommon in high-grade B-cell lymphoma with 11q aberrations.[15] Conversely, variants in GNA13 appear to be common (up to 50%) in patients with high-grade B-cell lymphoma with 11q aberrations and are less common in patients with Burkitt lymphoma.
Gene expression profiling of diffuse large B-cell lymphoma in adults has defined molecular subtypes. These subtypes are based on the suspected cell of origin, including germinal center B cell (GCB), activated B cell (ABC), and 10% to 15% of cases that remain unclassifiable. Current comprehensive molecular profiling of diffuse large B-cell lymphoma in adults has led to the proposal of additional subclassification beyond the cell of origin. This additional subclassification is based on genetic variants and copy number variations.[18,19] Diffuse large B-cell lymphoma in children and adolescents differs biologically from diffuse large B-cell lymphoma in adults in the following ways:
Most pediatric diffuse large B-cell lymphoma cases have a germinal center B-cell phenotype, as assessed by immunohistochemical analysis of selected proteins found in normal germinal center B cells, such as the BCL6 gene product and CD10.[4,20–22] The age at which the favorable germinal center subtype changes to the less favorable nongerminal center subtype was shown to be a continuous variable.[23]
Pediatric diffuse large B-cell lymphoma rarely demonstrates the t(14;18) translocation involving the IGH gene and the BCL2 gene that is seen in adults.[20]
As many as 30% of patients younger than 14 years with diffuse large B-cell lymphoma will have a gene signature similar to Burkitt lymphoma.[24,25]
In contrast to adult diffuse large B-cell lymphoma, pediatric cases show a high frequency of abnormalities at the MYC locus (chromosome 8q24), with approximately one-third of pediatric cases showing MYC rearrangement and approximately one-half of the nonrearranged cases showing MYC gain or amplification.[25,26]
A large-scale retrospective study assessed the spectrum of MYC-rearranged B-cell lymphomas and the fluorescence in situ hybridization (FISH) results for MYC, BCL2, and BCL6 rearrangements and MYC immunoglobulin (IG) rearrangement partners in pediatric (n = 129) and young adult patients (n = 129). Most MYC-rearranged B-cell lymphomas in pediatrics (89%) and young adults (66%) were Burkitt lymphomas. Double-hit cytogenetics (MYC-rearranged with BCL2-rearranged or BCL6-rearranged high-grade B-cell lymphoma) was rare in the pediatric population (2%). Double-hit, high-grade B-cell lymphoma increased with age and was identified in 13% of young adult cases. Most double-hit, high-grade B-cell lymphomas had MYC and BCL6 rearrangements, while BCL2 rearrangements were rare in both groups (1%). MYC rearrangement without an IG partner was more common in the young adult group (12%) than in the pediatric group (2%; P = .001). The pediatric-to-young adult transition is characterized by decreasing frequency of Burkitt lymphoma and increasing genetic heterogeneity of MYC-rearranged B-cell lymphoma and the emergence of double-hit B-cell lymphoma with MYC and BCL6 rearrangements. The investigators concluded that FISH analysis to evaluate MYC, BCL2, and BCL6 rearrangements and MYC IG rearrangement partners is warranted in young adults with B-cell lymphoma.[27]
One report included 31 pediatric patients with diffuse large B-cell lymphoma, NOS. Most patients (n = 21) showed a germinal center phenotype, and the genomic alterations resembled those of adult germinal center B-cell diffuse large B-cell lymphoma (GCB-DLBCL) (e.g., SOCS1 and KMT2D variants). Among this group of patients, MYC rearrangements were detected in 3 patients, and 5 of 25 cases were EBV positive (4 with the activated B-cell phenotype).[22]
Large B-cell lymphoma with IRF4 rearrangement (LBCL-IRF4) is a distinct entity in the 5th edition of the WHO classification of lymphoid neoplasms.[28]
LBCL-IRF4 cases have a translocation that juxtaposes the IRF4 oncogene next to one of the IG loci.
In one report, diffuse large B-cell lymphoma cases with an IRF4 translocation were significantly more frequent in children than in adults with diffuse large B-cell lymphoma or follicular lymphoma (15% vs. 2%). One study of 32 pediatric cases of diffuse large B-cell lymphoma or follicular lymphoma found 2 (6%) with IRF4 translocations.[29] A second study of 34 cases of pediatric follicular lymphoma or diffuse large B-cell lymphoma found 7 cases (21%) with IRF translocations. Most of these cases occurred in the adolescent age range.[17]
LBCL-IRF4 cases are primarily germinal center–derived B-cell lymphomas. They commonly present with nodal involvement of the head and neck (particularly the Waldeyer ring) and less commonly in the gastrointestinal tract.[17,22,30–32]
LBCL-IRF4 shows strong IRF4 expression. In a study of 17 cases, the most frequently altered genes were CARD11 (35%) and CCND3 (24%).
LBCL-IRF4 appears to be a low stage at diagnosis and is associated with a favorable prognosis compared with diffuse large B-cell lymphoma cases lacking this abnormality.[17,22,30]
High-grade B-cell lymphoma, NOS, is defined as a clinically aggressive B-cell lymphoma that lacks MYC plus BCL2 and/or BCL6 rearrangements. In addition, this entity does not meet criteria for diffuse large B-cell lymphoma, NOS, or Burkitt lymphoma.[33]
High-grade B-cell lymphoma, NOS, is a biologically heterogeneous disease. In a study of eight cases of pediatric high-grade B-cell lymphoma, NOS, four had variant profiles similar to that of Burkitt lymphoma (e.g., MYC rearrangements and variants in CCND3, ID3, and DDX3X).[22] The remaining cases lacked MYC rearrangements and had variant profiles closer to GCB-DLBCL (e.g., TNFRSF14, CARD11 and EZH2 variants), and lacked MYC translocations.
Primary mediastinal B-cell lymphoma was previously considered a subtype of diffuse large B-cell lymphoma, but is now a separate entity in the World Health Organization (WHO) classification.[14] These tumors arise in the mediastinum from thymic B cells and show a diffuse large cell proliferation with sclerosis that compartmentalizes neoplastic cells.
Primary mediastinal B-cell lymphoma can be very difficult to distinguish morphologically from the following types of lymphoma:
Diffuse large B-cell lymphoma: Cell surface markers in primary mediastinal B-cell lymphoma are similar to the ones seen in diffuse large B-cell lymphoma (i.e., CD19, CD20, CD22, CD79a, and PAX-5). However, primary mediastinal B-cell lymphoma may display cytoplasmic immunoglobulins, and CD30 expression is commonly present.[34]
Hodgkin lymphoma: Primary mediastinal B-cell lymphoma may be difficult to distinguish from Hodgkin lymphoma clinically and morphologically, especially with small mediastinal biopsies because of extensive sclerosis and necrosis.
Primary mediastinal B-cell lymphoma has distinctive gene expression and variant profiles compared with diffuse large B-cell lymphoma. However, its gene expression and variant profiles have features similar to those seen in Hodgkin lymphoma.[35–37] Primary mediastinal B-cell lymphoma is also associated with a distinctive constellation of chromosomal aberrations compared with other NHL subtypes. Because primary mediastinal B-cell lymphoma is primarily a cancer of adolescents and young adults, the genomic findings are presented without regard to age.
Multiple genomic alterations contribute to immune evasion in primary mediastinal B-cell lymphoma:
Structural rearrangements and copy number gains at chromosome 9p24 are common in primary mediastinal B-cell lymphoma. This region encodes the immune checkpoint genes CD274 (PDL1) and PDCD1LG2. The genomic alterations lead to increased expression of these checkpoint proteins.[37–41] Structural rearrangements are also observed in other genes involved in immune evasion (CTIIA, DOCK8, and CD83).[42]
Genomic alterations in CIITA, which is the master transcriptional regulator of major histocompatibility complex (MHC) class II expression, are common in primary mediastinal B-cell lymphoma. These alterations lead to loss of MHC class II expression.[37,41,43]
Approximately 50% of primary mediastinal B-cell lymphoma cases show variants or focal copy number losses in B2M, the gene that encodes beta-2-microglobulin (the invariant chain of the MHC class I). These alterations lead to reduced expression of MHC class I.[37,41]
Genomic alterations involving genes of the JAK-STAT pathway are observed in most cases of primary mediastinal B-cell lymphoma.[44]
STAT6 is altered in approximately 40% of primary mediastinal B-cell lymphoma cases.[37,41]
The chromosome 9p region that shows gains and amplification in primary mediastinal B-cell lymphoma encodes JAK2, which activates the STAT pathway.[45,46]
SOCS1, a negative regulator of JAK-STAT signaling, is inactivated in approximately 50% to 60% of primary mediastinal B-cell lymphoma cases by either variant or gene deletion.[37,41,47,48]
The IL4R gene shows activating variants in approximately 20% to 30% of primary mediastinal B-cell lymphoma cases. IL4R activation leads to increased JAK-STAT pathway activity.[37,41,44]
Genomic alterations leading to NF-ĸB activation are also common in primary mediastinal B-cell lymphoma. These include copy number gains and amplifications at 2p16.1, a region that encodes BCL11A and REL.[37,41,45,46] Genes encoding negative regulators of NF-kB signaling (e.g., TNFAIP3 and NFKBIE) show inactivating variants in primary mediastinal B-cell lymphoma.[37,41]
Other genes that are altered in primary mediastinal B-cell lymphoma include ZNF217, XPO1, and EZH2.[37,41]
Lymphoblastic lymphomas are usually positive for terminal deoxynucleotidyl transferase. More than 75% of cases have a T-cell immunophenotype and the remaining cases have a precursor B-cell phenotype.[49]
As opposed to pediatric T-cell acute lymphoblastic leukemia (T-ALL), the molecular biology and chromosomal abnormalities of pediatric lymphoblastic lymphoma are not as well characterized. Many genomic alterations that occur in T-ALL also occur in T-cell lymphoblastic lymphoma. Examples include the following:
NOTCH1 and FBXW7 variants (which also induce NOTCH pathway signaling) are common in T-ALL.[50] In T-cell lymphoblastic lymphoma, NOTCH1 variants are observed in approximately 60% to 65% of cases, and FBXW7 variants are observed in approximately 15% to 25% of cases.[51–54] T-cell lymphoblastic lymphomas with NOTCH1 gene fusions, which have gene expression signatures that are different from cases with NOTCH1 gene variants, are discussed below.
CDKN2A at chromosome 9p21 is commonly altered in both T-ALL and in T-cell lymphoblastic lymphoma, with approximately three-fourths of each showing deletions of this gene locus.[50,54]
Loss of heterozygosity at chromosome 6q is observed in approximately 15% of T-ALL cases.[54]
PTEN variants are observed in approximately 15% of T-ALL cases and in a comparable percentage of T-cell lymphoblastic lymphoma cases.[50,53,54]
KMT2D variants are observed in approximately 10% of T-cell lymphoblastic lymphoma cases.[54] Other genes associated with epigenetics that are altered in T-ALL include PHF6 and KMT2C.
For the genomic alterations described above, NOTCH1 and FBXW7 variants may confer a more favorable prognosis for patients with T-cell lymphoblastic lymphoma. In contrast, loss of heterozygosity at chromosome 6q, PTEN variants, and KMT2D variants may be associated with an inferior prognosis.[51–55] For example, one study noted that the presence of a KMT2D and/or PTEN variant was associated with a high risk of relapse in patients with wild-type NOTCH1 or FBXW7, but these variants were not associated with an increased risk of relapse in patients with variants in NOTCH1 or FBXW7.[54] Studies with larger numbers of patients are needed to better define the critical genomic determinants of outcome for patients with T-cell lymphoblastic lymphoma.
A distinctive genomic subtype of T-cell lymphoblastic lymphoma is characterized by gene fusions involving NOTCH1. TRB is the most common fusion partner. This subtype is absent, or extremely rare, in T-ALL.
Among 192 pediatric patients with T-cell lymphoblastic lymphoma, 12 cases (6.3%) had TRB::NOTCH1 gene fusions. These fusions were not identified in the 167 cases of T-ALL. Features of the 12 patients with TRB::NOTCH1 fusions included the following:[56]
All 12 patients with TRB::NOTCH1 fusions were older than 10 years.
Patients with TRB::NOTCH1 gene fusions rarely had additional variants in NOTCH1. However, patients without this fusion commonly had NOTCH1 variants (about 60%).
The cumulative incidence of relapse was 67% in patients with TRB::NOTCH1 fusions, compared with less than 20% in patients with T-cell lymphoblastic lymphoma who did not have the fusion.
A second study identified NOTCH1 gene fusions in 6 of 29 (21%) pediatric patients with T-cell lymphoblastic lymphoma. The specific gene fusions were miR142::NOTCH1 (n = 2), TRBJ::NOTCH1 (n = 3), and IKZF2::NOTCH1 (n = 1).[57]
Only one of six patients with a fusion was younger than 10 years. The ages of patients ranged from 8 to 17 years.
Five of six patients with NOTCH1 fusions experienced an event. Four patients had disease relapse during therapy, and one patient developed a therapy-related AML.
CCL17 (TARC) levels, which are commonly increased at diagnosis for patients with Hodgkin lymphoma, were markedly elevated in all patients with T-cell lymphoblastic lymphoma with NOTCH1 gene fusions, but they were not elevated in patients without NOTCH1 gene fusions. CCL17 (TARC) levels decreased when remission was achieved and then increased again at disease relapse.
There have been few studies of the genomic characteristics of B-cell lymphoblastic lymphoma. One report described copy number alterations for pediatric B-cell lymphoblastic lymphoma cases. The study noted that some gene deletions that are common in B-ALL (e.g., CDKN2A, IKZF1, and PAX5) appeared to occur with appreciable frequency in B-cell lymphoblastic lymphoma.[58]
The morphology and immunophenotype of B-cell lymphoblastic lymphoma are known to overlap with those of B-ALL, but few studies have examined the genomic landscape of B-cell lymphoblastic lymphoma, partially due to the lack of sufficient material for genomic analysis.[58] One study has better evaluated the genomic alterations associated with pediatric B-cell lymphoblastic lymphoma.[59] The study analyzed 97 cases of B-cell lymphoblastic lymphoma using a combination of targeted DNA, whole-exome, and RNA sequencing. Overall, the results showed remarkable similarities in the variant and transcriptional landscape between B-cell lymphoblastic lymphoma and B-ALL.
Clonal immunoglobulin and T-cell receptor gene rearrangements were detected in 89% and 79%, respectively, of the B-cell lymphoblastic lymphoma cases. Most clonal rearrangements were unproductive or nonfunctional, reflecting an early stage in B-cell development, which is consistent with the model that B-cell lymphoblastic lymphoma and B-ALL share the same cell of origin.
The variant landscape and focal deletions of B-cell lymphoblastic lymphoma show great overlap with those of B-ALL. The most common variants and deletions involved in B-cell lymphoblastic lymphoma were CDKN2A or CDKN2B (21%), NRAS (13%), IKZF1 (12%), and KMT2D (12%). RAS pathway variants were equally represented between B-cell lymphoblastic lymphoma and B-ALL, while variants in genes controlling B-cell development and cell cycle control were more common in B-ALL. Genes encoding epigenetic regulators (e.g., KMT2D, EP300, ARID1A, and ATF7IP) were more frequently altered in B-cell lymphoblastic lymphoma.
High hypodiploidy was seen in 29% of B-cell lymphoblastic lymphoma cases (similar to B-ALL), while the ETV6::RUNX1 gene fusion was detected in 13% of B-cell lymphoblastic lymphoma cases, a frequency somewhat lower than that reported for B-ALL (25%).
B-ALL high-risk groups (intrachromosomal amplification of the RUNX1 gene [iAMP21], ABL-class fusions, Philadelphia chromosome-like, KMT2A-rearranged/like, near haploid, and low haploid) were detected in 24% of B-cell lymphoblastic lymphoma cases. There was no association between stage and risk group. While the cumulative incidence of relapse was greater for patients in the high-risk group than for those in the non-high–risk group, the difference did not reach statistical significance.
While mature T cell is the predominant immunophenotype of anaplastic large cell lymphoma, null-cell disease (i.e., no T-cell, B-cell, or natural killer-cell surface antigen expression) does occur. The World Health Organization (WHO) classifies anaplastic large cell lymphoma as a subtype of peripheral T-cell lymphoma.[14,60]
All anaplastic large cell lymphoma cases are CD30-positive. More than 90% of pediatric anaplastic large cell lymphoma cases have a chromosomal rearrangement involving the ALK gene. About 85% of these chromosomal rearrangements will be t(2;5)(p23;q35), leading to the expression of the NPM::ALK fusion protein. The other 15% of cases are composed of variant ALK translocations.[61] The anti-ALK immunohistochemical staining pattern is quite specific for the type of ALK translocation. Cytoplasm and nuclear ALK staining is associated with NPM::ALK fusion proteins, whereas cytoplasmic staining of ALK is only associated with the variant ALK translocations, as shown in Table 4.[62]
Table 4. Variant ALK Translocation and Associated Partner Chromosome Location and Frequencya
In adults, ALK-positive anaplastic large cell lymphoma is viewed differently from other peripheral T-cell lymphomas because prognosis tends to be superior.[63] Also, adult patients with ALK-negative anaplastic large cell lymphoma have an inferior outcome compared with patients who have ALK-positive disease.[64] In children, however, this difference in outcome between ALK-positive and ALK-negative disease has not been demonstrated. In addition, no correlation has been found between outcome and the specific ALK-translocation type.[65–67]
One European series included 375 children and adolescents with systemic ALK-positive anaplastic large cell lymphoma. The presence of a small cell or lymphohistiocytic component was observed in 32% of patients, and it was significantly associated with a high risk of failure in the multivariate analysis, controlling for clinical characteristics (hazard ratio, 2.0; P = .002).[66] The prognostic implication of the small cell variant of anaplastic large cell lymphoma was also shown in the COG-ANHL0131 (NCT00059839) study, despite using a different chemotherapy backbone.[67]
Pediatric-type follicular lymphoma and nodal marginal zone lymphoma are rare indolent B-cell lymphomas that are clinically and molecularly distinct from these tumor types in adults.
The pediatric types lack BCL2 and IRF4 rearrangements, resulting in IRF4 expression.[68]
BCL6 and MYC rearrangements are also not present in pediatric-type follicular lymphoma.[68]
TNFSFR14 variants are common in pediatric-type follicular lymphoma. These variants appear to occur with similar frequency in adult follicular lymphoma.[69,70]
MAP2K1 variants, which are uncommon in adults, are observed in as many as 43% of pediatric-type follicular lymphoma cases. Other genes (e.g., MAPK1 and RRAS) have been found to be altered in cases without MAP2K1 variants. This finding suggests that the MAP kinase pathway is important in the pathogenesis of pediatric-type follicular lymphoma.[71,72]
IRF8 variants, KMT2C variants, and abnormalities in chromosome 1p have also been observed in pediatric-type follicular lymphoma.[30,69,73,74]
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Jaffe ES, Harris NL, Stein H, et al.: Introduction and overview of the classification of the lymphoid neoplasms. In: Swerdlow SH, Campo E, Harris NL, et al., eds.: WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues. 4th ed. International Agency for Research on Cancer, 2008, pp 157-66.
Rosenwald A, Wright G, Leroy K, et al.: Molecular diagnosis of primary mediastinal B cell lymphoma identifies a clinically favorable subgroup of diffuse large B cell lymphoma related to Hodgkin lymphoma. J Exp Med 198 (6): 851-62, 2003. [PUBMED Abstract]
Savage KJ, Monti S, Kutok JL, et al.: The molecular signature of mediastinal large B-cell lymphoma differs from that of other diffuse large B-cell lymphomas and shares features with classical Hodgkin lymphoma. Blood 102 (12): 3871-9, 2003. [PUBMED Abstract]
Mottok A, Hung SS, Chavez EA, et al.: Integrative genomic analysis identifies key pathogenic mechanisms in primary mediastinal large B-cell lymphoma. Blood 134 (10): 802-813, 2019. [PUBMED Abstract]
Green MR, Monti S, Rodig SJ, et al.: Integrative analysis reveals selective 9p24.1 amplification, increased PD-1 ligand expression, and further induction via JAK2 in nodular sclerosing Hodgkin lymphoma and primary mediastinal large B-cell lymphoma. Blood 116 (17): 3268-77, 2010. [PUBMED Abstract]
Twa DD, Chan FC, Ben-Neriah S, et al.: Genomic rearrangements involving programmed death ligands are recurrent in primary mediastinal large B-cell lymphoma. Blood 123 (13): 2062-5, 2014. [PUBMED Abstract]
Chong LC, Twa DD, Mottok A, et al.: Comprehensive characterization of programmed death ligand structural rearrangements in B-cell non-Hodgkin lymphomas. Blood 128 (9): 1206-13, 2016. [PUBMED Abstract]
Chapuy B, Stewart C, Dunford AJ, et al.: Genomic analyses of PMBL reveal new drivers and mechanisms of sensitivity to PD-1 blockade. Blood 134 (26): 2369-2382, 2019. [PUBMED Abstract]
Noerenberg D, Briest F, Hennch C, et al.: Genetic Characterization of Primary Mediastinal B-Cell Lymphoma: Pathogenesis and Patient Outcomes. J Clin Oncol 42 (4): 452-466, 2024. [PUBMED Abstract]
Mottok A, Woolcock B, Chan FC, et al.: Genomic Alterations in CIITA Are Frequent in Primary Mediastinal Large B Cell Lymphoma and Are Associated with Diminished MHC Class II Expression. Cell Rep 13 (7): 1418-1431, 2015. [PUBMED Abstract]
Viganò E, Gunawardana J, Mottok A, et al.: Somatic IL4R mutations in primary mediastinal large B-cell lymphoma lead to constitutive JAK-STAT signaling activation. Blood 131 (18): 2036-2046, 2018. [PUBMED Abstract]
Bea S, Zettl A, Wright G, et al.: Diffuse large B-cell lymphoma subgroups have distinct genetic profiles that influence tumor biology and improve gene-expression-based survival prediction. Blood 106 (9): 3183-90, 2005. [PUBMED Abstract]
Oschlies I, Burkhardt B, Salaverria I, et al.: Clinical, pathological and genetic features of primary mediastinal large B-cell lymphomas and mediastinal gray zone lymphomas in children. Haematologica 96 (2): 262-8, 2011. [PUBMED Abstract]
Melzner I, Bucur AJ, Brüderlein S, et al.: Biallelic mutation of SOCS-1 impairs JAK2 degradation and sustains phospho-JAK2 action in the MedB-1 mediastinal lymphoma line. Blood 105 (6): 2535-42, 2005. [PUBMED Abstract]
Mestre C, Rubio-Moscardo F, Rosenwald A, et al.: Homozygous deletion of SOCS1 in primary mediastinal B-cell lymphoma detected by CGH to BAC microarrays. Leukemia 19 (6): 1082-4, 2005. [PUBMED Abstract]
Neth O, Seidemann K, Jansen P, et al.: Precursor B-cell lymphoblastic lymphoma in childhood and adolescence: clinical features, treatment, and results in trials NHL-BFM 86 and 90. Med Pediatr Oncol 35 (1): 20-7, 2000. [PUBMED Abstract]
Liu Y, Easton J, Shao Y, et al.: The genomic landscape of pediatric and young adult T-lineage acute lymphoblastic leukemia. Nat Genet 49 (8): 1211-1218, 2017. [PUBMED Abstract]
Bonn BR, Rohde M, Zimmermann M, et al.: Incidence and prognostic relevance of genetic variations in T-cell lymphoblastic lymphoma in childhood and adolescence. Blood 121 (16): 3153-60, 2013. [PUBMED Abstract]
Burkhardt B, Moericke A, Klapper W, et al.: Pediatric precursor T lymphoblastic leukemia and lymphoblastic lymphoma: Differences in the common regions with loss of heterozygosity at chromosome 6q and their prognostic impact. Leuk Lymphoma 49 (3): 451-61, 2008. [PUBMED Abstract]
Balbach ST, Makarova O, Bonn BR, et al.: Proposal of a genetic classifier for risk group stratification in pediatric T-cell lymphoblastic lymphoma reveals differences from adult T-cell lymphoblastic leukemia. Leukemia 30 (4): 970-3, 2016. [PUBMED Abstract]
Khanam T, Sandmann S, Seggewiss J, et al.: Integrative genomic analysis of pediatric T-cell lymphoblastic lymphoma reveals candidates of clinical significance. Blood 137 (17): 2347-2359, 2021. [PUBMED Abstract]
Callens C, Baleydier F, Lengline E, et al.: Clinical impact of NOTCH1 and/or FBXW7 mutations, FLASH deletion, and TCR status in pediatric T-cell lymphoblastic lymphoma. J Clin Oncol 30 (16): 1966-73, 2012. [PUBMED Abstract]
Te Vrugt M, Wessolowski J, Randau G, et al.: Pediatric T-cell lymphoblastic lymphomas but not leukemias harbor TRB::NOTCH1 fusions with unfavorable outcome. Blood 144 (13): 1412-1417, 2024. [PUBMED Abstract]
Kroeze E, Kleisman MM, Kester LA, et al.: NOTCH1 fusions in pediatric T-cell lymphoblastic lymphoma: A high-risk subgroup with CCL17 (TARC) levels as diagnostic biomarker. Hemasphere 8 (7): e117, 2024. [PUBMED Abstract]
Meyer JA, Zhou D, Mason CC, et al.: Genomic characterization of pediatric B-lymphoblastic lymphoma and B-lymphoblastic leukemia using formalin-fixed tissues. Pediatr Blood Cancer 64 (7): , 2017. [PUBMED Abstract]
Kroeze E, Iaccarino I, Kleisman MM, et al.: Mutational and transcriptional landscape of pediatric B-cell precursor lymphoblastic lymphoma. Blood 144 (1): 74-83, 2024. [PUBMED Abstract]
Swerdlow SH, Campo E, Pileri SA, et al.: The 2016 revision of the World Health Organization classification of lymphoid neoplasms. Blood 127 (20): 2375-90, 2016. [PUBMED Abstract]
Tsuyama N, Sakamoto K, Sakata S, et al.: Anaplastic large cell lymphoma: pathology, genetics, and clinical aspects. J Clin Exp Hematop 57 (3): 120-142, 2017. [PUBMED Abstract]
Savage KJ, Harris NL, Vose JM, et al.: ALK- anaplastic large-cell lymphoma is clinically and immunophenotypically different from both ALK+ ALCL and peripheral T-cell lymphoma, not otherwise specified: report from the International Peripheral T-Cell Lymphoma Project. Blood 111 (12): 5496-504, 2008. [PUBMED Abstract]
Vose J, Armitage J, Weisenburger D, et al.: International peripheral T-cell and natural killer/T-cell lymphoma study: pathology findings and clinical outcomes. J Clin Oncol 26 (25): 4124-30, 2008. [PUBMED Abstract]
Stein H, Foss HD, Dürkop H, et al.: CD30(+) anaplastic large cell lymphoma: a review of its histopathologic, genetic, and clinical features. Blood 96 (12): 3681-95, 2000. [PUBMED Abstract]
Lamant L, McCarthy K, d’Amore E, et al.: Prognostic impact of morphologic and phenotypic features of childhood ALK-positive anaplastic large-cell lymphoma: results of the ALCL99 study. J Clin Oncol 29 (35): 4669-76, 2011. [PUBMED Abstract]
Alexander S, Kraveka JM, Weitzman S, et al.: Advanced stage anaplastic large cell lymphoma in children and adolescents: results of ANHL0131, a randomized phase III trial of APO versus a modified regimen with vinblastine: a report from the children’s oncology group. Pediatr Blood Cancer 61 (12): 2236-42, 2014. [PUBMED Abstract]
Jaffe ES, Harris NL, Siebert R: Paediatric-type follicular lymphoma. In: Swerdlow SH, Campo E, Harris NL, et al., eds.: WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues. 4th rev. ed. International Agency for Research on Cancer, 2017, pp 278-9.
Launay E, Pangault C, Bertrand P, et al.: High rate of TNFRSF14 gene alterations related to 1p36 region in de novo follicular lymphoma and impact on prognosis. Leukemia 26 (3): 559-62, 2012. [PUBMED Abstract]
Schmidt J, Gong S, Marafioti T, et al.: Genome-wide analysis of pediatric-type follicular lymphoma reveals low genetic complexity and recurrent alterations of TNFRSF14 gene. Blood 128 (8): 1101-11, 2016. [PUBMED Abstract]
Louissaint A, Schafernak KT, Geyer JT, et al.: Pediatric-type nodal follicular lymphoma: a biologically distinct lymphoma with frequent MAPK pathway mutations. Blood 128 (8): 1093-100, 2016. [PUBMED Abstract]
Schmidt J, Ramis-Zaldivar JE, Nadeu F, et al.: Mutations of MAP2K1 are frequent in pediatric-type follicular lymphoma and result in ERK pathway activation. Blood 130 (3): 323-327, 2017. [PUBMED Abstract]
Ozawa MG, Bhaduri A, Chisholm KM, et al.: A study of the mutational landscape of pediatric-type follicular lymphoma and pediatric nodal marginal zone lymphoma. Mod Pathol 29 (10): 1212-20, 2016. [PUBMED Abstract]
Lim S, Lim KY, Koh J, et al.: Pediatric-Type Indolent B-Cell Lymphomas With Overlapping Clinical, Pathologic, and Genetic Features. Am J Surg Pathol 46 (10): 1397-1406, 2022. [PUBMED Abstract]
Hodgkin Lymphoma
Genomics of Classical Hodgkin Lymphoma
Classical Hodgkin lymphoma has a molecular profile that differs from that of non-Hodgkin lymphomas. The exception is primary mediastinal B-cell lymphoma, which shares many genomic and cytogenetic characteristics with Hodgkin lymphoma.[1,2] Characterization of genomic alterations for Hodgkin lymphoma is challenging because malignant Hodgkin and Reed-Sternberg (HRS) cells make up only a small percentage of the overall tumor mass. Because of this finding, special methods, such as microdissection of HRS cells or flow cytometry cell sorting, are required before applying molecular analysis methods.[2–5] Hodgkin lymphoma genomic alterations can also be assessed using special sequencing methods applied to circulating cell-free DNA (cfDNA) in peripheral blood of patients with Hodgkin lymphoma.[6,7]
The genomic alterations observed in Hodgkin lymphoma fall into several categories, including immune evasion alterations, JAK-STAT pathway alterations, alterations leading to nuclear factor kappa-light-chain-enhancer of activated B cells (NF-kappaB) activation, and others:
Multiple genomic alterations contribute to immune evasion in Hodgkin lymphoma.
Copy number gain or amplification at chromosome 9p24 is observed in most cases of Hodgkin lymphoma.[8,9] This region encodes the immune checkpoint genes CD274 (encoding PD-L1) and PDCD1LG2 (encoding PD-L2). These genomic alterations lead to increased expression of these checkpoint proteins.[8,9]
Gene fusions involving CIITA, which is the master transcriptional regulator of major histocompatibility complex (MHC) class II expression, were reported in 15% of Hodgkin lymphoma cases.[10] Similar alterations are found in primary mediastinal B-cell lymphoma, and they lead to decreased CIITA protein expression and loss of MHC class II expression.[10,11]
Beta-2-microglobulin (the invariant chain of the MHC class I) frequently shows decreased/absent expression in HRS cells, with accompanying decreased MHC class I expression.[12] Inactivating variants in B2M, the gene that encodes beta-2-microglobulin, are common in Hodgkin lymphoma and lead to reduced expression of MHC class I.[2,4] Inactivating variants in B2M occur more frequently in Epstein-Barr virus (EBV)-negative Hodgkin lymphoma than in EBV-positive Hodgkin lymphoma,[2] which explains the higher rates of beta-2 microglobulin and MHC class I expression for EBV-positive Hodgkin lymphoma, compared with EBV-negative Hodgkin lymphoma.[12]
Genomic alterations involving genes in the JAK-STAT pathway are observed in most cases of Hodgkin lymphoma.[3] Genes in the JAK-STAT pathway for which genomic alterations are reported include:
SOCS1, a negative regulator of JAK-STAT signaling, is inactivated by variants in 60% to 70% of Hodgkin lymphoma cases.[3] In a study of pediatric Hodgkin lymphoma using cfDNA collected before treatment, SOCS1 was the most frequently altered gene, with variants in 60% of all cases and approximately 80% of cases in which genomic alterations were detected in cfDNA.[13]
Activating STAT6 variants occurring at hot spots in the DNA-binding domain are observed in approximately 30% of Hodgkin lymphoma cases.[2,3]
The chromosome 9p region that contains CD274 and PDCD1LG2, which shows gains and amplifications in Hodgkin lymphoma, also contains JAK2.[2,3,14] Chromosome 9p gain/amplification is thought to further augment JAK-STAT pathway signaling.[14]
Inactivating variants in PTPN1, a phosphatase that inhibits JAK-STAT pathway signaling, were observed in approximately 20% of Hodgkin lymphoma cases.[2,15]
Variants in other genes affecting JAK-STAT pathway signaling have also been reported, including JAK1, STAT3, STAT5B, and CSF2RB.[2,3]
Genomic alterations leading to NF-kappaB activation are also common in Hodgkin lymphoma.
The REL gene at chromosome 2p16.1 shows genomic gain or amplification in approximately one-third of Hodgkin lymphoma cases.[2,16]
EBV-positive Hodgkin lymphoma expresses the EBV latent membrane protein 1 (LMP1) at the cell surface. This protein acts like a constitutively activated receptor of the TNF receptor family to cause activation of the NF-kappaB pathway.[17]
Inactivating variants in genes that inhibit NF-kappaB pathway signaling, including TNFAIP3, NFKBIA, and NFKBIE, are common in Hodgkin lymphoma. Inactivation of the gene products for these genes leads to NF-kappaB pathway activation. TNFAIP3 is the most commonly altered inhibitor of NF-kappaB pathway signaling, and loss of function alterations occur by either variants or by focal 6q23.3 or arm-level 6q loss.[2,18] TNFAIP3 genomic alterations are much more common in EBV-negative Hodgkin lymphoma than in EBV-positive Hodgkin lymphoma, suggesting that LMP1 expression in EBV-positive Hodgkin lymphoma obviates the need for TNFAIP3 loss of function.[2,18]
Other genes with variants in Hodgkin lymphoma include XPO1, RBM38, ACTB, ARID1A, and GNA13.[2,3,6]
An evaluation of a large cohort of both pediatric and adult patients (N = 366) with classical Hodgkin lymphoma profiled by ctDNA revealed two molecular clusters based on variant profiles. The H1 cluster is characterized by younger age, higher mutational burden, and variants in NF-kappaB and JAK/STAT signaling. The H2 cluster is distributed more evenly across age groups, has a lower mutational burden, and more frequent somatic copy number alterations.[7]
Hodgkin lymphoma is derived from a B-cell progenitor, and HRS cells generally do not express B-cell surface antigens. HRS cells do have immunoglobulin (Ig) heavy and light chain V gene rearrangements typical of B cells.[19,20] Although Ig genes have undergone rearrangements in HRS cells, the rearrangements are nonproductive and B-cell receptor is not expressed.
Genomics of Nodular Lymphocyte-Predominant Hodgkin Lymphoma (NLPHL)
The lymphocyte-predominant (LP) cells of NLPHL have distinctive genomic characteristics compared with the HRS cells of Hodgkin lymphoma. As with Hodgkin lymphoma, genomic characterization is complicated by the low percentage of malignant cells within a tumor mass.
LP cells express B-cell antigens (e.g., CD19, CD20, CD22, and CD79A) and B-cell transcription factors (e.g., OCT2 and BOB1).[21,22]
The expression of Bcl-6 and the presence of somatic hypervariants in the variable region of rearranged Ig heavy chain genes point to a germinal center derivation for LP cells.[23,24]
IgD expression connotes a distinct type of NLPHL that is associated with a very high male-to-female ratio (>10:1).[25,26] An evaluation of the antigenic specificity of the B-cell receptor in cases of IgD-positive NLPHL found that in 7 of 8 cases (6 of 8 patients aged ≤18 years), the B-cell receptor recognized the DNA-directed RNA polymerase (RpoC) from Moraxella catarrhalis.[27] High-titer, light-chain-restricted anti-RpoC IgG1 serum-antibodies were observed in these patients. In addition, MID/hag is a superantigen expressed by M. catarrhalis that binds to the Fc domain of IgD and activates IgD-positive B cells. These observations support a role for M. catarrhalis in the development and maintenance of IgD-positive NLPHL.
Genomic analysis of NLPHL is limited to a small number of patients using gene panels to evaluate microdissected specimens containing LP cells. Genes with recurring variants include SOCS1 (an inhibitor of JAK-STAT pathway signaling), DUSP2 (a dual specificity phosphatase that is a negative regulator of the MAP kinase pathway), JUNB (a transcription factor in the activator protein-1 family), and SGK1 (a serine-threonine kinase).[28–30]
Mottok A, Hung SS, Chavez EA, et al.: Integrative genomic analysis identifies key pathogenic mechanisms in primary mediastinal large B-cell lymphoma. Blood 134 (10): 802-813, 2019. [PUBMED Abstract]
Wienand K, Chapuy B, Stewart C, et al.: Genomic analyses of flow-sorted Hodgkin Reed-Sternberg cells reveal complementary mechanisms of immune evasion. Blood Adv 3 (23): 4065-4080, 2019. [PUBMED Abstract]
Tiacci E, Ladewig E, Schiavoni G, et al.: Pervasive mutations of JAK-STAT pathway genes in classical Hodgkin lymphoma. Blood 131 (22): 2454-2465, 2018. [PUBMED Abstract]
Reichel J, Chadburn A, Rubinstein PG, et al.: Flow sorting and exome sequencing reveal the oncogenome of primary Hodgkin and Reed-Sternberg cells. Blood 125 (7): 1061-72, 2015. [PUBMED Abstract]
Maura F, Ziccheddu B, Xiang JZ, et al.: Molecular Evolution of Classic Hodgkin Lymphoma Revealed Through Whole-Genome Sequencing of Hodgkin and Reed Sternberg Cells. Blood Cancer Discov 4 (3): 208-227, 2023. [PUBMED Abstract]
Spina V, Bruscaggin A, Cuccaro A, et al.: Circulating tumor DNA reveals genetics, clonal evolution, and residual disease in classical Hodgkin lymphoma. Blood 131 (22): 2413-2425, 2018. [PUBMED Abstract]
Alig SK, Shahrokh Esfahani M, Garofalo A, et al.: Distinct Hodgkin lymphoma subtypes defined by noninvasive genomic profiling. Nature 625 (7996): 778-787, 2024. [PUBMED Abstract]
Roemer MG, Advani RH, Ligon AH, et al.: PD-L1 and PD-L2 Genetic Alterations Define Classical Hodgkin Lymphoma and Predict Outcome. J Clin Oncol 34 (23): 2690-7, 2016. [PUBMED Abstract]
Roemer MGM, Redd RA, Cader FZ, et al.: Major Histocompatibility Complex Class II and Programmed Death Ligand 1 Expression Predict Outcome After Programmed Death 1 Blockade in Classic Hodgkin Lymphoma. J Clin Oncol 36 (10): 942-950, 2018. [PUBMED Abstract]
Steidl C, Shah SP, Woolcock BW, et al.: MHC class II transactivator CIITA is a recurrent gene fusion partner in lymphoid cancers. Nature 471 (7338): 377-81, 2011. [PUBMED Abstract]
Mottok A, Woolcock B, Chan FC, et al.: Genomic Alterations in CIITA Are Frequent in Primary Mediastinal Large B Cell Lymphoma and Are Associated with Diminished MHC Class II Expression. Cell Rep 13 (7): 1418-1431, 2015. [PUBMED Abstract]
Roemer MG, Advani RH, Redd RA, et al.: Classical Hodgkin Lymphoma with Reduced β2M/MHC Class I Expression Is Associated with Inferior Outcome Independent of 9p24.1 Status. Cancer Immunol Res 4 (11): 910-916, 2016. [PUBMED Abstract]
Desch AK, Hartung K, Botzen A, et al.: Genotyping circulating tumor DNA of pediatric Hodgkin lymphoma. Leukemia 34 (1): 151-166, 2020. [PUBMED Abstract]
Green MR, Monti S, Rodig SJ, et al.: Integrative analysis reveals selective 9p24.1 amplification, increased PD-1 ligand expression, and further induction via JAK2 in nodular sclerosing Hodgkin lymphoma and primary mediastinal large B-cell lymphoma. Blood 116 (17): 3268-77, 2010. [PUBMED Abstract]
Gunawardana J, Chan FC, Telenius A, et al.: Recurrent somatic mutations of PTPN1 in primary mediastinal B cell lymphoma and Hodgkin lymphoma. Nat Genet 46 (4): 329-35, 2014. [PUBMED Abstract]
Steidl C, Telenius A, Shah SP, et al.: Genome-wide copy number analysis of Hodgkin Reed-Sternberg cells identifies recurrent imbalances with correlations to treatment outcome. Blood 116 (3): 418-27, 2010. [PUBMED Abstract]
Gires O, Zimber-Strobl U, Gonnella R, et al.: Latent membrane protein 1 of Epstein-Barr virus mimics a constitutively active receptor molecule. EMBO J 16 (20): 6131-40, 1997. [PUBMED Abstract]
Schmitz R, Hansmann ML, Bohle V, et al.: TNFAIP3 (A20) is a tumor suppressor gene in Hodgkin lymphoma and primary mediastinal B cell lymphoma. J Exp Med 206 (5): 981-9, 2009. [PUBMED Abstract]
Küppers R, Rajewsky K, Zhao M, et al.: Hodgkin disease: Hodgkin and Reed-Sternberg cells picked from histological sections show clonal immunoglobulin gene rearrangements and appear to be derived from B cells at various stages of development. Proc Natl Acad Sci U S A 91 (23): 10962-6, 1994. [PUBMED Abstract]
Kanzler H, Küppers R, Helmes S, et al.: Hodgkin and Reed-Sternberg-like cells in B-cell chronic lymphocytic leukemia represent the outgrowth of single germinal-center B-cell-derived clones: potential precursors of Hodgkin and Reed-Sternberg cells in Hodgkin’s disease. Blood 95 (3): 1023-31, 2000. [PUBMED Abstract]
Shankar A, Daw S: Nodular lymphocyte predominant Hodgkin lymphoma in children and adolescents–a comprehensive review of biology, clinical course and treatment options. Br J Haematol 159 (3): 288-98, 2012. [PUBMED Abstract]
Stein H, Marafioti T, Foss HD, et al.: Down-regulation of BOB.1/OBF.1 and Oct2 in classical Hodgkin disease but not in lymphocyte predominant Hodgkin disease correlates with immunoglobulin transcription. Blood 97 (2): 496-501, 2001. [PUBMED Abstract]
Braeuninger A, Küppers R, Strickler JG, et al.: Hodgkin and Reed-Sternberg cells in lymphocyte predominant Hodgkin disease represent clonal populations of germinal center-derived tumor B cells. Proc Natl Acad Sci U S A 94 (17): 9337-42, 1997. [PUBMED Abstract]
Falini B, Bigerna B, Pasqualucci L, et al.: Distinctive expression pattern of the BCL-6 protein in nodular lymphocyte predominance Hodgkin’s disease. Blood 87 (2): 465-71, 1996. [PUBMED Abstract]
Huppmann AR, Nicolae A, Slack GW, et al.: EBV may be expressed in the LP cells of nodular lymphocyte-predominant Hodgkin lymphoma (NLPHL) in both children and adults. Am J Surg Pathol 38 (3): 316-24, 2014. [PUBMED Abstract]
Prakash S, Fountaine T, Raffeld M, et al.: IgD positive L&H cells identify a unique subset of nodular lymphocyte predominant Hodgkin lymphoma. Am J Surg Pathol 30 (5): 585-92, 2006. [PUBMED Abstract]
Thurner L, Hartmann S, Neumann F, et al.: Role of Specific B-Cell Receptor Antigens in Lymphomagenesis. Front Oncol 10: 604685, 2020. [PUBMED Abstract]
Hartmann S, Schuhmacher B, Rausch T, et al.: Highly recurrent mutations of SGK1, DUSP2 and JUNB in nodular lymphocyte predominant Hodgkin lymphoma. Leukemia 30 (4): 844-53, 2016. [PUBMED Abstract]
Mottok A, Renné C, Willenbrock K, et al.: Somatic hypermutation of SOCS1 in lymphocyte-predominant Hodgkin lymphoma is accompanied by high JAK2 expression and activation of STAT6. Blood 110 (9): 3387-90, 2007. [PUBMED Abstract]
Schuhmacher B, Bein J, Rausch T, et al.: JUNB, DUSP2, SGK1, SOCS1 and CREBBP are frequently mutated in T-cell/histiocyte-rich large B-cell lymphoma. Haematologica 104 (2): 330-337, 2019. [PUBMED Abstract]
Central Nervous System Tumors
Central nervous system (CNS) tumors include gliomas (including astrocytomas), glioneuronal tumors, neuronal tumors, CNS atypical teratoid/rhabdoid tumors, medulloblastomas, nonmedulloblastoma embryonal tumors, pineal tumors, and ependymomas.
The terminology of the 2021 World Health Organization (WHO) Classification of Tumors of the Central Nervous System is used below. The 2021 WHO CNS classification advances the role of molecular diagnostics in CNS tumor classification, and it includes multiple major changes from the previous 2016 WHO classification.[1]
Astrocytomas, Other Gliomas, and Glioneuronal/Neuronal Tumors
This category includes, among other diagnoses, pediatric-type diffuse low-grade gliomas, pediatric-type diffuse high-grade gliomas, circumscribed astrocytic gliomas, glioneuronal tumors, and neuronal tumors.
For pediatric-type diffuse gliomas, rearrangements in the MYB family of transcription factors (MYB and MYBL1) are the most commonly reported genomic alteration in low-grade tumors.[2–4] Other alterations observed include FGFR1 alterations (primarily duplications involving the tyrosine kinase domain),[3,4] BRAF alterations, NF1 variants, and RAS family variants.[2,3] IDH1 variants, which are the most common genomic alteration in adult-type diffuse astrocytomas, are uncommon in children with diffuse astrocytomas and, when present, are observed almost exclusively in older adolescents.[2,5]
The diffuse midline glioma, H3 K27M-altered, category includes tumors previously classified as diffuse intrinsic pontine glioma (DIPG). Most of the data is derived from experience with DIPG. This category also includes gliomas with the H3 K27M variant arising in midline structures such as the thalamus.
Selected cancer susceptibility syndromes associated with pediatric glioma
Neurofibromatosis type 1 (NF1)
Children with NF1 have an increased propensity to develop low-grade gliomas, especially in the optic pathway. Up to 20% of patients with NF1 will develop an optic pathway glioma. Most children with NF1-associated optic nerve gliomas are asymptomatic and/or have nonprogressive symptoms and do not require antitumor treatment. Screening magnetic resonance imaging (MRI) in asymptomatic patients with NF1 is usually not indicated, although some investigators perform baseline MRI for young children who cannot undergo detailed ophthalmologic examinations.[6]
The diagnosis is often based on compatible clinical findings and imaging features. Histological confirmation is rarely needed at the time of diagnosis. When biopsies are performed, these tumors are predominantly pilocytic astrocytomas.[7]
Indications for treatment vary and are often based on the goal of preserving vision.
Very rarely, patients with NF1 develop high-grade gliomas. Sometimes, this tumor is the result of a transformation of a lower-grade tumor.[8]
Tuberous sclerosis
Patients with tuberous sclerosis have a predilection for developing subependymal giant cell astrocytoma (SEGA). Variants in either TSC1 or TSC2 cause constitutive activation of the mammalian target of rapamycin complex 1 (mTORC1) signaling pathway, leading to increases in proliferation. SEGAs are responsive to molecularly targeted approaches with mTORC1 pathway inhibitors.[9][Level of evidence C2] Patients with tuberous sclerosis are also at risk of developing cortical tubers and subependymal nodules.
Molecular features and recurrent genomic alterations
Recurrent genomic alterations resulting in constitutive activation of the mitogen-activated protein kinase (MAPK) pathway, most commonly involving the BRAF gene, represent the primary (and often sole) oncogenic driver in the vast majority of pediatric low-grade gliomas, including pilocytic/pilomyxoid astrocytomas, gangliogliomas, and others.[7] As a result, most of these tumors are amenable to molecular targeted therapies.
More complex tumor genomes are characteristic of pediatric diffuse high-grade gliomas. These complex genomes include recurrent genomic alterations in the H3 histone encoding genes (e.g., H3F3A, HIST1H3B), DNA damage repair pathways (e.g., TP53, PPM1D, ATM, MDM2), chromatin modifiers (e.g., ATRX, BCOR, SETD2), cell cycle pathways (e.g., CDKN2A, CDKN2B, RB1), and/or oncogene amplifications (PDGFR, VEGFR2, KIT, MYC, MYCN).[10] For most of these tumors, existing conventional and molecular targeted therapies have limited efficacy.
A rare subset of pediatric high-grade gliomas arising in patients with inheritable biallelic mismatch repair deficiency (bMMRD) is characterized by an extraordinarily high mutational burden. Correctly identifying these patients at the time of diagnosis is critical because of intrinsic resistance to temozolomide and responsiveness to treatment with immune checkpoint inhibitors.[11][Level of evidence C3]; [12]
BRAF::KIAA1549
BRAF activation in pilocytic astrocytoma occurs most commonly through a BRAF::KIAA1549 gene fusion, resulting in a fusion protein that lacks the BRAF autoregulatory domain.[13] This fusion is seen in most infratentorial and midline pilocytic astrocytomas but is present at lower frequency in supratentorial (hemispheric) tumors.[7]
Presence of the BRAF::KIAA1549 fusion is associated with improved clinical outcome (progression-free survival [PFS] and overall survival [OS]) in patients with pilocytic astrocytoma.[14]; [15][Level of evidence C1] Progression to high-grade gliomas is very rare for pediatric gliomas with the BRAF::KIAA1549 fusion.[15]
BRAF variants
Activating single nucleotide variants in BRAF, most commonly BRAF V600E, are present in a subset of pediatric gliomas and glioneuronal tumors across a wide spectrum of histologies, including pleomorphic xanthoastrocytoma, pilocytic astrocytoma, ganglioglioma, desmoplastic infantile ganglioglioma/astrocytoma, and others.[7] Some low-grade, infiltrative, pediatric gliomas with an alteration in a MAPK pathway gene, including BRAF, and often resembling diffuse low-grade astrocytoma or oligodendroglioma histologically, are now classified as diffuse low-grade glioma, MAPK pathway altered.[1,16]
Retrospective clinical studies have shown the following:
In a retrospective series of more than 400 children with low-grade gliomas, 17% of tumors had BRAF V600E variants. The 10-year PFS rate was 27% for patients with BRAF V600E variants, compared with 60% for patients whose tumors did not harbor that variant. Additional factors associated with this poor prognosis included subtotal resection and CDKN2A deletion.[17][Level of evidence C2] Even in patients who underwent a gross-total resection, recurrence was noted in one-third, suggesting that BRAF V600E tumors have a more invasive phenotype than do other low-grade glioma variants.
In a similar analysis, children with diencephalic low-grade astrocytomas with a BRAF V600E variant had a 5-year PFS rate of 22%, compared with a PFS rate of 52% in children with wild-type BRAF.[18][Level of evidence C2]
The frequency of the BRAF V600E variant was significantly higher in pediatric low-grade gliomas that transformed to high-grade gliomas (8 of 18 patients) than was the frequency of the variant in tumors that did not transform to high-grade gliomas (10 of 167 cases).[15]
NF1 variants
Somatic alterations in NF1 are seen most frequently in children with NF1 and are associated with germline alterations in the tumor suppressor NF1. Loss of heterozygosity for NF1 represents the most common somatic alteration in these patients followed by inactivating variants in the second NF1 allele, and consistent with a second hit required for tumorigenesis. While most NF1 patients with low-grade gliomas have an excellent long-term prognosis, secondary transformation into high-grade glioma may occur in a small subset. Genomically, transformation is associated with the acquisition of additional oncogenic drivers, such as loss of function alterations in CDKN2A, CDKN2B and/or ATRX. Primary high-grade gliomas may also occur in patients with NF1 but are exceedingly rare. Genomic alterations involving the MAPK signaling pathway other than NF1 are very uncommon in gliomas occurring in children with NF1.[8]
ALK, NTRK1, NTRK2, NTRK3, or ROS1 gene fusions
High-grade gliomas with distinctive molecular characteristics arise in infants, typically in those diagnosed during the first year of life.[19–21] These tumors are characterized by recurrent oncogenic gene fusions involving ALK, NTRK1, NTRK2, NTRK3, or ROS1 as the primary and, typically, sole oncogenic driver. Infants with this type of glioma, now classified as infant-type hemispheric glioma, have a much better prognosis compared with older children with high-grade gliomas. Remarkably, these tumors may evolve from high-grade to low-grade histology over time, and it remains unclear how much this phenomenon is a consequence of natural disease history versus treatment-induced changes.[19]
ROS1 gene fusions have also been reported in gliomas occurring in older children and adults. A retrospective meta-analysis that included 40 children older than 1 year revealed that ROS1 gene fusions occurred in diverse glioma histologies, including diffuse high-grade and low-grade gliomas and glioneuronal tumors.[21] Similar to ROS1-altered cases occurring in infants, tumor variants in other known driver genes were rare. However, tumor copy number alterations were more frequent in older children than infants.
Other genomic alterations
As an alternative to BRAF activation or NF1 loss, other primary oncogenic driver alterations along the MAPK signaling pathway have been observed in pilocytic astrocytomas and other pediatric-type gliomas. These include oncogenic variants and/or fusions involving FGFR1, FGFR2, PTPN11, RAF1,NTRK2, and others.[4,7,22]
Low-grade gliomas with rearrangements in the MYB family of transcription factors [2,3,7] have been classified as a separate entity: diffuse astrocytoma, MYB– or MYBL1-altered, WHO grade 1.[1] Prognosis is generally favorable for patients with these tumors, particularly when a gross-total resection or near-total resection is obtained at the time of surgery.[23]
Angiocentric gliomas
Angiocentric gliomas typically arise in children and young adults as cerebral tumors presenting with seizures.[24]
Two reports in 2016 identified MYB gene alterations as being present in almost all cases diagnosed as angiocentric glioma, with QKI being the primary fusion partner in cases where fusion-partner testing was possible.[4,25] While angiocentric gliomas most commonly occur supratentorially, brain stem angiocentric gliomas with MYB::QKI fusions have also been reported.[26,27]
Astroblastomas, MN1-altered
Astroblastomas are defined histologically as glial neoplasms composed of GFAP-positive cells and contain astroblastic pseudorosettes that often demonstrate sclerosis. Astroblastomas are diagnosed primarily in childhood through young adulthood.[24]
The following studies have described genomic alterations associated with astroblastoma:
A report describing a molecular classification of CNS primitive neuroectodermal tumors (PNETs) identified an entity called CNS high-grade neuroepithelial tumor with MN1 alteration (CNS HGNET-MN1) that was characterized by gene fusions involving MN1.[28] Most tumors with a histological diagnosis of astroblastoma (16 of 23) belonged to this molecularly defined entity.
A report of 27 histologically defined astroblastomas found that 10 cases had MN1 rearrangements, 7 cases had BRAF rearrangements, and 2 cases had RELA rearrangements.[29] Methylation array analysis showed that the cases with MN1 rearrangements clustered with CNS HGNET-MN1, the BRAF-altered cases clustered with pleomorphic xanthoastrocytomas, and the RELA cases clustered with ependymomas.
Genomic evaluation of eight cases of astroblastoma identified four with MN1 alterations. Of the remaining four cases, two had genomic alterations consistent with high-grade glioma and two cases could not be classified based on their molecular characteristics.[30]
One study described eight cases of astroblastoma. All five cases that underwent fluorescence in situ hybridization analysis showed MN1 rearrangements.[31]
These reports suggest that the histological diagnosis of astroblastoma encompasses a heterogeneous group of genomically defined entities. Astroblastomas with MN1 fusions represent a distinctive subset of histologically diagnosed cases.[32]
IDH1 and IDH2 variants
IDH1– and IDH2-altered tumors occur in the pediatric population as low-grade gliomas (WHO Grade 2), high-grade gliomas (WHO Grade 3 and 4), and oligodendrogliomas with codeletion of 1p and 19q. For more information about IDH1– and IDH2-altered gliomas, see the IDH1 and IDH2 variants section in the Molecular features of pediatric-type high-grade gliomas section.
Molecular features of pediatric-type high-grade gliomas
Pediatric high-grade gliomas are biologically distinct from those arising in adults.[5,33–35]
Subgroups identified using DNA methylation patterns
Pediatric-type high-grade gliomas can be separated into distinct subgroups based o