Abstract 2484: Whole-exome sequencing of a rare case of familial childhood acute lymphoblastic leukemia
Bibliographic record
Abstract
Abstract Acute lymphoblastic leukemia (ALL) is the most common cancer in children, accounting for approximately 25% of all pediatric cancer cases. However, familial childhood ALL is extremely rare. Few families with multiple non-twinned siblings diagnosed with childhood ALL have been reported, and to date no highly penetrant leukemia susceptibility gene(s) has been identified to explain this uncommon occurrence. We postulated that pure (nonsyndromic) familial childhood ALL could result from the accumulation of disadvantaging rare DNA variants in predisposing genes or biological pathways. To address this hypothesis, we used next-generation sequencing technologies to capture and re-sequence the whole-exomes of a family comprising the mother, father and two male non-twinned affected siblings (sibling A and sibling B). Both brothers were diagnosed with the identical ALL subtype, pre-B hyperdiploid childhood ALL, three years apart. The similar clinical and molecular characteristics of the siblings suggest shared etiologic factors. Using the Agilent SureSelect All Human Exon 38 Mb Kit and the SOLiD 3 Plus system, we captured and sequenced a total of 17.5 Gb of sequence for the entire family, with a mean coverage of 47X. For each individual, approximately 96% or 36.4 Mb of the targeted bases were covered α1X and 70% of the targeted bases or 26.4 Mb passed our thresholds for variant calling. We identified 52,038 positions at which the called allele(s) differed from the reference genome in at least one of the four family members. In total, we identified 19,096 germline variants in sibling A and 28,061 in sibling B, of which 2,355 (12.3%) and 2,125 (7.6%), respectively, were previously undiscovered in dbSNP. We investigated non-synonymous homozygous variant and compound heterozygous positions shared between the siblings, as well as genes/pathways with increased burden of rare non-synonymous variants. Based on several criteria (PolyPhen annotation, known allele frequency, etc.), we identified variants that are strong functional candidates to explain this case of pure familial childhood ALL. In parallel, high-density genotyping was also performed (Illumina Omni 2.5M) for quality control and structural variant detection, allowing the identification of putatively shared copy number variants that may also be involved in leukemogenesis. Though independent validation and functional assessment is required, this is the first study to identify genetic factors involved in pure familial childhood ALL. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 2484. doi:1538-7445.AM2012-2484
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".