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Clinical Cancer Genomic Profiling by Three-Platform Sequencing of Whole Genome, Whole Exome and Transcriptome

To evaluate the potential of an integrated clinical test to detect diverse classes of somatic and germline mutations relevant to pediatric oncology, we performed three-platform whole-genome (WGS), whole exome (WES) and transcriptome (RNA-Seq) sequencing of tumors and normal tissue from 78 pediatric cancer patients in a CLIA-certified, CAP-accredited laboratory. Our analysis pipeline achieves high accuracy by cross-validating variants between sequencing types, thereby removing the need for confirmatory testing, and facilitates comprehensive reporting in a clinically-relevant timeframe. Three-platform sequencing has a positive predictive value of 97-99%, 99% and 91% for somatic SNVs, indels and structural variations, respectively, based on independent experimental verification of 15,225 variants. We report 240 pathogenic variants across all cases, including 84 of 86 known from previous diagnostic testing (98% sensitivity). Combined WES and RNA-Seq, the current standard for precision oncology, achieved only 78% sensitivity. These results emphasize the critical need for incorporating WGS in pediatric oncology testing.

Click on a Dataset ID in the table below to learn more, and to find out who to contact about access to these data

Dataset ID Description Technology Samples
EGAD00001004280 Illumina HiSeq 2000 78
EGAD00001004287 Illumina HiSeq 2000 156
EGAD00001004290 Illumina HiSeq 2000 156
Publications Citations
Clinical cancer genomic profiling by three-platform sequencing of whole genome, whole exome and transcriptome.
Nat Commun 9: 2018 3962
106
PAX5-driven subtypes of B-progenitor acute lymphoblastic leukemia.
Nat Genet 51: 2019 296-307
284
RNAIndel: discovering somatic coding indels from tumor RNA-Seq data.
Bioinformatics 36: 2020 1382-1390
12
CICERO: a versatile method for detecting complex and diverse driver fusions using cancer RNA sequencing data.
Genome Biol 21: 2020 126
57
Functional interrogation of HOXA9 regulome in MLLr leukemia via reporter-based CRISPR/Cas9 screen.
Elife 9: 2020 e57858
25
Clinical significance of novel subtypes of acute lymphoblastic leukemia in the context of minimal residual disease-directed therapy.
Blood Cancer Discov 2: 2021 326-337
61
Enhancer retargeting of CDX2 and UBTF::ATXN7L3 define a subtype of high-risk B-progenitor acute lymphoblastic leukemia.
Blood 139: 2022 3519-3531
19
The genomic landscape of pediatric acute lymphoblastic leukemia.
Nat Genet 54: 2022 1376-1389
125