Spatial heterogeneity of transcriptional and genetic markers between physically isolated biopsies of a single tumor poses major barriers to the identification of biomarkers and the development of targeted therapies that will be effective against the entire tumor. We analyzed the spatial heterogeneity of multiregional biopsies from 35 patients, using a combination of transcriptomic and genomic profiles. Medulloblastomas (MBs), but not high-grade gliomas (HGGs), demonstrated spatially homogeneous transcriptomes, which allowed for accurate subgrouping of tumors from a single biopsy. Conversely, somatic mutations that affect genes suitable for targeted therapeutics demonstrated high levels of spatial heterogeneity in MB, malignant glioma, and renal cell carcinoma (RCC). Actionable targets found in a single MB biopsy were seldom clonal across the entire tumor, which brings the efficacy of monotherapies against a single target into question. Clinical trials of targeted therapies for MB should first ensure the spatially ubiquitous nature of the target mutation.
Malignant rhabdoid tumors (MRTs) are rare lethal tumors of childhood that most commonly occur in the kidney and brain. MRTs are driven by SMARCB1 loss, but the molecular consequences of SMARCB1 loss in extra-cranial tumors have not been comprehensively described and genomic resources for analyses of extra-cranial MRT are limited. To provide such data, we used whole-genome sequencing, whole-genome bisulfite sequencing, whole transcriptome (RNA-seq) and microRNA sequencing (miRNA-seq), and histone modification profiling to characterize extra-cranial MRTs. Our analyses revealed gene expression and methylation subgroups and focused on dysregulated pathways, including those involved in neural crest development.
Publisher's Note: There is an [Inside Blood Commentary][1] on this article in this issue. To the editor: Childhood cancers represent distinct clinical entities, often with unique genomic alterations and therapeutic responses that differ from cancers arising in adults. Pediatric acute myeloid
The development of targeted anti-cancer therapies through the study of cancer genomes is intended to increase survival rates and decrease treatment-related toxicity. We treated a transposon-driven, functional genomic mouse model of medulloblastoma with 'humanized' in vivo therapy (microneurosurgical tumour resection followed by multi-fractionated, image-guided radiotherapy). Genetic events in recurrent murine medulloblastoma exhibit a very poor overlap with those in matched murine diagnostic samples (<5%). Whole-genome sequencing of 33 pairs of human diagnostic and post-therapy medulloblastomas demonstrated substantial genetic divergence of the dominant clone after therapy (<12% diagnostic events were retained at recurrence). In both mice and humans, the dominant clone at recurrence arose through clonal selection of a pre-existing minor clone present at diagnosis. Targeted therapy is unlikely to be effective in the absence of the target, therefore our results offer a simple, proximal, and remediable explanation for the failure of prior clinical trials of targeted therapy.
In efforts to discover genes uniquely expressed in childhood AML, we performed transcriptomesequencing (RNA-Seq) in pediatric AML and contrasted the expression signature to that in normal marrow hematopoiesis. This effort led to the discovery of over 200 genes that lack expression in normal hematopoietic cells, but are variably expressed in pediatric AML cells. Mesothelin(MSLN) was discovered to be one of the most highly expressed genes in a subset of childhood AML cases (p<10-15).Mesothelin is a cell-surface protein that is expressed onmesothelial cells ofserosal lining. MSLN is over-expressed on a variety of solid tumors, including lung, pancreatic, and ovarian cancers, and is associated with increased malignant transformation, cellular proliferation, and tumor aggressiveness. Given its cell surface expression, MSLN has emerged as an attractive target for immunotherapeutic interventions in solid tumors in adults.
The Casitas B-Lineage Lymphoma (CBL) gene encodes for an E3 ubiquitin ligase that targets activated receptor tyrosine kinases for degradation. Mutations of the CBL gene have been described in juvenile myelomonocytic leukemia (JMML) but less is known about mutations and variants of CBL in de novo AML. We previously reported that somatic mutations of CBL are rare in pediatric AML. In this report we present a comprehensive evaluation of genomic and transcript variants of CBL including novel deletion events as well as transcript variants which, in combination with somatic mutations, account for over 6% of pediatric AML with extreme association with inv(16) and favorable outcome.
Genetic alterations in the Nucleoporin (NUP) family of genes are involved in myeloid leukemogenesis and are associated with poor prognosis. We previously showed that NUP98-NSD1 is prevalent in acute myeloid leukemia (AML) and is highly associated with FLT3-ITD and dismal outcome. As genetic alterations in the NUP family are frequently cryptic by conventional karyotyping, their incidence has been underestimated.
Activating mutations in Colony Stimulating Factor 3 Receptor (CSF3R, aka GCSFR) are present in ~80% of patients with Chronic Neutrophilic Leukemia (CNL) Despite the high frequency of these mutations in CNL, they are quite rare in adult acute myeloid leukemia (AML), in which only a single CSF3R mutated case was found in the TCGA AML analysis (0.5%). We have previously demonstrated significant variation in genomic variants between pediatric and adult malignancies, thus prevalence of genomic variants identified in adults need be fully characterized in children. As part of COG/NCI TARGET AML initiative we interrogated the genomic makeup of 200 cases of childhood AML (discovery cohort) using whole genome sequencing and performed subsequent frequency determination of the variants in 787 unselected cases from COG AAML0531 (validation cohort). Somatic variants in CSF3R were initially found to be recurrent in the discovery cohort and underwent frequency determination in the validation cohort to establish their prevalence and correlations with clinical characteristics and outcome. Frequency determination of CSF3R mutation in 787 pediatric patients with available CSF3R data from AAML0531 identified 16 distinct CSF3R mutations in 28 patients (3.6%). Somatic mutations in CSF3R identified in pediatric AML included known oncogenic variants mutations such as T618I and T615A, previously identified in adult CNL studies as well as novel truncations of the CSF3R cytoplasmic domain (Q749X, Y767fs, Y787X and P819/820fs), and missense mutations (E149D, A208V, R223Q, E405K, A431V, and Q516K). Interestingly, although CSF3R truncations usually occur along with a T618I or T615A mutation in CNL/aCML, these two mutation categories were mutually exclusive in pediatric AML. Initial correlation of all CSF3R variants with demographic and clinical/laboratory parameters determined that CSF3R variants were less prevalent in younger patients (age 0-2, p=0.039), with significantly higher association with t(8;21) (32% vs. 14%, p=0.012) and CEBPA mutations (35% vs. 5%, p Compared to non-mutated cases, transforming CSF3R variants had a significant association with CEBPA mutations (44% vs. 5%, p CSF3R mutations define a distinct molecular subset of pediatric AML, which could be therapeutically targeted in the future using kinase inhibitors such as ruxolitinib. The oncogenic CSF3R mutations found in pediatric AML are either the same point mutations or similar truncation mutations as seen in CNL, suggesting that other cooperating genomic alterations may be important in directing these distinct diseases. Interestingly, we found that the majority of pediatric AML patients with CSF3R mutation have either a core binding factor alteration (such as t(8;21)) or a mutation in CEBPA. The enrichment of CEBPA mutations with CSF3R mutations is particularly striking, as CEBPA mutations are ~9 fold more frequent in patients with transforming CSF3R mutations than those without. Understanding the role of cooperating genomic alteration in CSF3R-driven myeloid malignancies will be the subject of future work. The authors would like to gratefully acknowledge the important contributions of the late Dr. Robert Arceci to the AML TARGET initiative. Disclosures Radich:Novartis: Consultancy, Research Funding; Incyte: Consultancy; Gilliad: Consultancy; Ariad: Consultancy.
Abnormalities of epigenetic regulatory genes including DNMT3A, IDH1, IDH2 and TET2 are common in adults with AML. The prevalence of these abnormalities appears to increase with older age, but their impact in pediatric AML is less certain. The Children's Oncology Group (COG) has previously reported that mutations of DNMT3A, IDH1 and IDH2 are very rare in pediatric patients (Ho et al Leukemia 2010; Ho et al Pediatric Blood and Cancer 2011). In the current study we examined the prevalence and prognostic significance of TET2 gene mutations in a large cohort of pediatric patients with AML.
Increasing use of high-throughput sequencing technologies has enabled the identification of novel somatic gene alterations in cancers, with important implications in understanding the mechanisms of transformation and potentially in improving therapeutic decision-making. In contrast to many solid tumors, the mutational spectrum of acute myeloid leukemia (AML) has proven bland, with relatively few recurrent somatic mutations per tumor. This result appears more pronounced in pediatric AML, where even mutation of genes commonly mutated in adult disease, such as IDH1/2 or DNMT3A, appear at much lower frequencies. Alterations of ASXL1, a regulator of the polycomb-repressive complex, have been identified in adults with myelodysplastic syndromes, myeloproliferative syndromes, and AML. Mutations in the related gene family member, ASXL2, were recently associated with t(8;21) AML in adults and children. In this study, we evaluated the prevalence and prognostic impact of mutations of these epigenetic regulator genes in pediatric AML patients treated on COG studies AAML03P1 and AAML0531.
Mutations in the FLT3 gene are among the most common somatic events in AML, with a higher prevalence in adults than in children. The most common activating mutations of FLT3 include internal tandem duplications (FLT3/ITD) in the juxtamembrane domain (JMD) or missense mutations in the tyrosine kinase domain (TKD) at the D835/I836 positions (FLT3/ALM). To date, much of the data on FLT3 mutations has been derived from adult studies and comprehensive sequencing of the FLT3 gene from recent TCGA analysis demonstrated that FLT3 activating mutations were limited to the FLT3/ITD in the JMD and D835/I836 hotspots. As part of the Children's Oncology Group (COG)/NCI TARGET AML initiative, we interrogated the genomic landscape of pediatric AML and identified and verified novel FLT3 activating events that appear to be unique to childhood AML and could provide a target for therapeutic intervention.