Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Nat Commun. 2022 May 18;13(1):2485. doi: 10.1038/s41467-022-30233-7.
The utility of cancer whole genome and transcriptome sequencing (cWGTS) in oncology is increasingly recognized. However, implementation of cWGTS is challenged by the need to deliver results within clinically relevant timeframes, concerns about assay sensitivity, reporting and prioritization of findings. In a prospective research study we develop a workflow that reports comprehensive cWGTS results in 9 days. Comparison of cWGTS to diagnostic panel assays demonstrates the potential of cWGTS to capture all clinically reported mutations with comparable sensitivity in a single workflow. Benchmarking identifies a minimum of 80× as optimal depth for clinical WGS sequencing. Integration of germline, somatic DNA and RNA-seq data enable data-driven variant prioritization and reporting, with oncogenic findings reported in 54% more patients than standard of care. These results establish key technical considerations for the implementation of cWGTS as an integrated test in clinical oncology.
癌症全基因组和转录组测序(cWGTS)在肿瘤学中的应用越来越受到认可。然而,实施 cWGTS 受到了需要在临床相关时间内提供结果、对检测灵敏度的关注、报告和发现的优先级排序等因素的挑战。在一项前瞻性研究中,我们开发了一种工作流程,可在 9 天内报告全面的 cWGTS 结果。cWGTS 与诊断面板检测的比较表明,cWGTS 具有在单个工作流程中捕获所有临床报告的突变的潜力,且具有可比的灵敏度。基准测试确定临床 WGS 测序的最佳深度至少为 80×。种系、体细胞 DNA 和 RNA-seq 数据的整合使基于数据的变异优先级排序和报告成为可能,与标准护理相比,有 54%的患者报告了致癌发现。这些结果为将 cWGTS 作为临床肿瘤学中的综合测试实施确立了关键的技术考虑因素。