Characterizing genetic intra-tumor heterogeneity across 2,658 human cancer genomes

Author:

Dentro Stefan C.ORCID,Leshchiner IgnatyORCID,Haase KerstinORCID,Tarabichi MaximeORCID,Wintersinger JeffORCID,Deshwar Amit G.ORCID,Yu KaixianORCID,Rubanova Yulia,Macintyre GeoffORCID,Demeulemeester JonasORCID,Vázquez-García Ignacio,Kleinheinz KortineORCID,Livitz Dimitri G.,Malikic SalemORCID,Donmez Nilgun,Sengupta SubhajitORCID,Anur Pavana,Jolly ClemencyORCID,Cmero MarekORCID,Rosebrock DanielORCID,Schumacher StevenORCID,Fan Yu,Fittall MatthewORCID,Drews Ruben M.ORCID,Yao XiaotongORCID,Lee Juhee,Schlesner MatthiasORCID,Zhu HongtuORCID,Adams David J.,Getz GadORCID,Boutros Paul C.ORCID,Imielinski MarcinORCID,Beroukhim Rameen,Sahinalp S. CenkORCID,Ji Yuan,Peifer MartinORCID,Martincorena InigoORCID,Markowetz FlorianORCID,Mustonen VilleORCID,Yuan Ke,Gerstung MoritzORCID,Spellman Paul T.ORCID,Wang Wenyi,Morris Quaid D.ORCID,Wedge David C.ORCID,Van Loo PeterORCID, ,

Abstract

SUMMARYIntra-tumor heterogeneity (ITH) is a mechanism of therapeutic resistance and therefore an important clinical challenge. However, the extent, origin and drivers of ITH across cancer types are poorly understood. To address this question, we extensively characterize ITH across whole-genome sequences of 2,658 cancer samples, spanning 38 cancer types. Nearly all informative samples (95.1%) contain evidence of distinct subclonal expansions, with frequent branching relationships between subclones. We observe positive selection of subclonal driver mutations across most cancer types, and identify cancer type specific subclonal patterns of driver gene mutations, fusions, structural variants and copy-number alterations, as well as dynamic changes in mutational processes between subclonal expansions. Our results underline the importance of ITH and its drivers in tumor evolution, and provide an unprecedented pan-cancer resource of comprehensively annotated subclonal events from whole-genome sequencing data.

Publisher

Cold Spring Harbor Laboratory

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