| Literature DB >> 31591602 |
Dhruva Biswas1,2,3, Nicolai J Birkbak4,5,6,7, Rachel Rosenthal1,2,3, Crispin T Hiley1,3, Emilia L Lim1,3, Krisztian Papp8, Stefan Boeing9, Marcin Krzystanek10, Dijana Djureinovic11, Linnea La Fleur11, Maria Greco12, Balázs Döme13,14,15, János Fillinger16,17, Hans Brunnström18, Yin Wu1, David A Moore19, Marcin Skrzypski1,20, Christopher Abbosh1, Kevin Litchfield3, Maise Al Bakir3, Thomas B K Watkins3, Selvaraju Veeriah1, Gareth A Wilson1,3, Mariam Jamal-Hanjani1, Judit Moldvay13,21, Johan Botling11, Arul M Chinnaiyan22,23,24,25,26, Patrick Micke11, Allan Hackshaw27, Jiri Bartek10,28, Istvan Csabai8, Zoltan Szallasi10,21,29, Javier Herrero2, Nicholas McGranahan30,31, Charles Swanton32,33.
Abstract
An aim of molecular biomarkers is to stratify patients with cancer into disease subtypes predictive of outcome, improving diagnostic precision beyond clinical descriptors such as tumor stage1. Transcriptomic intratumor heterogeneity (RNA-ITH) has been shown to confound existing expression-based biomarkers across multiple cancer types2-6. Here, we analyze multi-region whole-exome and RNA sequencing data for 156 tumor regions from 48 patients enrolled in the TRACERx study to explore and control for RNA-ITH in non-small cell lung cancer. We find that chromosomal instability is a major driver of RNA-ITH, and existing prognostic gene expression signatures are vulnerable to tumor sampling bias. To address this, we identify genes expressed homogeneously within individual tumors that encode expression modules of cancer cell proliferation and are often driven by DNA copy-number gains selected early in tumor evolution. Clonal transcriptomic biomarkers overcome tumor sampling bias, associate with survival independent of clinicopathological risk factors, and may provide a general strategy to refine biomarker design across cancer types.Entities:
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Year: 2019 PMID: 31591602 PMCID: PMC6984959 DOI: 10.1038/s41591-019-0595-z
Source DB: PubMed Journal: Nat Med ISSN: 1078-8956 Impact factor: 53.440