ArticleClinical cancer research : an official journal of the American Association for Cancer Research2024
SJPedPanel: A Pan-Cancer Gene Panel for Childhood Malignancies to Enhance Cancer Monitoring and Early Detection.
Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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7 citing papers in PubMed.
- Pitfalls and Challenges in the Detection of ZNF384 Rearrangements by Fluorescence in Situ Hybridization.Genes, chromosomes & cancer · 2026Article
- Analysis of error profiles of indels and structural variants in deep-sequencing data.Cell genomics · 2026Article
- Analysis and Interpretation of Somatic NMD-Escaping Variants in Oncogenes and Dual-Function Genes across Adult and Pediatric Cancer Cohorts.medRxiv : the preprint server for health sciences · 2025Article
- Clonal Evolution of Pediatric Acute Myeloid Leukemia and Its Contribution to Disease Relapse.medRxiv : the preprint server for health sciences · 2025Article
- Recurrent FGFR2 and PIK3CA Mutations in Sialoblastoma.Head and neck pathology · 2025Article
- Genomic landscape and clonal architecture in pediatric myeloid neoplasms with chromosome 7 deletions.Blood neoplasia · 2025Article
- The childhood cancer data initiative: enabling data sharing to drive research advances and transform pediatric cancer diagnosis and treatment.Current opinion in pediatrics · 2025Review
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Abstract
purposeThe purpose of the study was to design a pan-cancer gene panel for childhood malignancies and validate it using clinically characterized patient samples. EXPERIMENTAL
designIn addition to 5,275 coding exons, SJPedPanel also covers 297 introns for fusions/structural variations and 7,590 polymorphic sites for copy-number alterations. Capture uniformity and limit of detection are determined by targeted sequencing of cell lines using dilution experiment. We validate its coverage by in silico analysis of an established real-time clinical genomics (RTCG) cohort of 253 patients. We further validate its performance by targeted resequencing of 113 patient samples from the RTCG cohort. We demonstrate its power in analyzing low tumor burden specimens using morphologic remission and monitoring samples.
resultsAmong the 485 pathogenic variants reported in RTCG cohort, SJPedPanel covered 86% of variants, including 82% of 90 rearrangements responsible for fusion oncoproteins. In our targeted resequencing cohort, 91% of 389 pathogenic variants are detected. The gene panel enabled us to detect ∼95% of variants at allele fraction (AF) 0.5%, whereas the detection rate is ∼80% at AF 0.2%. The panel detected low-frequency driver alterations from morphologic leukemia remission samples and relapse-enriched alterations from monitoring samples, demonstrating its power for cancer monitoring and early detection.
conclusionsSJPedPanel enables the cost-effective detection of clinically relevant genetic alterations including rearrangements responsible for subtype-defining fusions by targeted sequencing of ∼0.15% of human genome for childhood malignancies. It will enhance the analysis of specimens with low tumor burdens for cancer monitoring and early detection.
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