The evolution of lung cancer and impact of subclonal selection in TRACERx

Alexander M. Frankell(The Francis Crick Institute), Michelle Dietzen(The Francis Crick Institute), Maise Al Bakir(The Francis Crick Institute), Emilia L. Lim(Guy's and St Thomas' NHS Foundation Trust), Takahiro Karasaki(The Francis Crick Institute), Sophia Ward(The Francis Crick Institute), Selvaraju Veeriah(Cancer Research UK), Emma Colliver(The Francis Crick Institute), Ariana Huebner(The Francis Crick Institute), Abigail Bunkum(Cancer Research UK), Mark S. Hill(The Francis Crick Institute), Kristiana Grigoriadis(The Francis Crick Institute), David A. Moore(The Francis Crick Institute), James R. Black(Cancer Research UK), Wing Kin Liu(Cancer Research UK), Kerstin Thol(Cancer Research UK), Oriol Pich(The Francis Crick Institute), Thomas B.K. Watkins(The Francis Crick Institute), Cristina Naceur‐Lombardelli(Cancer Research UK), Daniel E. Cook(The Francis Crick Institute), Roberto Salgado(Peter MacCallum Cancer Centre), Gareth A. Wilson(The Francis Crick Institute), Chris Bailey(The Francis Crick Institute), Mihaela Angelova(The Francis Crick Institute), Robert B. Bentham(Cancer Research UK), Carlos Martínez‐Ruiz(Cancer Research UK), Christopher Abbosh(Cancer Research UK), Andrew G. Nicholson(Guy's and St Thomas' NHS Foundation Trust), John Le Quesne(NHS Greater Glasgow and Clyde), Dhruva Biswas(The Francis Crick Institute), Rachel Rosenthal(The Francis Crick Institute), Clare Puttick(The Francis Crick Institute), Sonya Hessey(Cancer Research UK), Claudia Lee(The Francis Crick Institute), Paulina Prymas(Cancer Research UK), Antonia Toncheva(Cancer Research UK), Jon Smith(The Francis Crick Institute), Xing Wei(The Francis Crick Institute), Jérôme Nicod(The Francis Crick Institute), Gillian Price(University of Aberdeen), Keith M. Kerr(University of Aberdeen), Babu Naidu(University Hospitals Birmingham NHS Foundation Trust), Gary Middleton(University Hospitals Birmingham NHS Foundation Trust), Kevin G. Blyth(Cancer Research UK Scotland Institute), Dean A. Fennell(University of Leicester), Martin Förster(Royal London Hospital), Siow Ming Lee(Royal London Hospital), Mary Falzon(Royal London Hospital), Madeleine Hewish(University of Surrey), Michael Shackcloth(University of Liverpool), Eric Lim(Guy's and St Thomas' NHS Foundation Trust), Sarah Benafif(Royal London Hospital), Peter Russell(Princess Alexandra Hospital NHS Trust), Ekaterini Boleti(Royal Free London NHS Foundation Trust), Matthew Krebs(University of Manchester), J.F. Lester(Swansea Bay University Health Board), Dionysis Papadatos-Pastos(Royal London Hospital), Tanya Ahmad(Royal London Hospital), Ricky M. Thakrar(University College Hospital), David Lawrence(University College Hospital), Neal Navani(University College Hospital), Sam M. Janes(University College London), Caroline Dive(Cancer Research UK), Fiona Blackhall(University of Manchester), Yvonne Summers(University of Manchester), Judith Cave(University Hospital Southampton NHS Foundation Trust), Teresa Marafioti(Royal London Hospital), Javier Herrero(London Cancer), Sergio A. Quezada(Cancer Research UK), Karl S. Peggs(Royal London Hospital), Roland F. Schwarz(University of Cologne), Peter Van Loo(The University of Texas MD Anderson Cancer Center), Daniël M. Miedema(Oncode Institute), Nicolai J. Birkbak(Aarhus University), Crispin T. Hiley(The Francis Crick Institute), Allan Hackshaw(Cancer Research UK), Simone Zaccaria(Cancer Research UK), John Le Quesne(NHS Greater Glasgow and Clyde), Peter Van Loo(The University of Texas MD Anderson Cancer Center), Amrita Bajaj(University Hospitals of Leicester NHS Trust), Apostolos Nakas(University Hospitals of Leicester NHS Trust), Azmina Sodha-Ramdeen(University Hospitals of Leicester NHS Trust), Keng Ang(University Hospitals of Leicester NHS Trust), Mohamad Tufail(University Hospitals of Leicester NHS Trust), Mohammed Fiyaz Chowdhry(University Hospitals of Leicester NHS Trust), Molly Scotland(University Hospitals of Leicester NHS Trust), Rebecca Boyles(University Hospitals of Leicester NHS Trust), Sridhar Rathinam(University Hospitals of Leicester NHS Trust), Claire Wilson(University of Leicester), Domenic Marrone(University of Leicester), Sean Dulloo(University of Leicester), Gurdeep Matharu(University of Leicester), Jacqui Shaw(University of Leicester), Joan Riley(University of Leicester), Lindsay Primrose(University of Leicester), Heather Cheyne(Aberdeen Royal Infirmary), Mohammed S. Khalil(Aberdeen Royal Infirmary), Shirley Richardson(Aberdeen Royal Infirmary), Tracey Cruickshank(Aberdeen Royal Infirmary), Kayleigh Gilbert(Whittington Hospital), Akshay J. Patel(University Hospitals Birmingham NHS Foundation Trust), Aya Osman(University Hospitals Birmingham NHS Foundation Trust), Christer Lacson(University Hospitals Birmingham NHS Foundation Trust), Gerald Langman(University Hospitals Birmingham NHS Foundation Trust), Helen Shackleford(University Hospitals Birmingham NHS Foundation Trust), Madava Djearaman(University Hospitals Birmingham NHS Foundation Trust), Salma Kadiri(University Hospitals Birmingham NHS Foundation Trust), Angela Leek(Cancer Research UK Manchester Centre), Jack Davies Hodgkinson(Cancer Research UK Manchester Centre), Nicola Totten(Cancer Research UK Manchester Centre), Ángeles Montero(Manchester University NHS Foundation Trust), Elaine Smith(Manchester University NHS Foundation Trust), Eustace Fontaine(Manchester University NHS Foundation Trust), Felice Granato(Manchester University NHS Foundation Trust), Helen Doran(Manchester University NHS Foundation Trust), Juliette Novasio(Manchester University NHS Foundation Trust), Kendadai Rammohan(Manchester University NHS Foundation Trust), Leena Dennis Joseph(Manchester University NHS Foundation Trust), Paul Bishop(Manchester University NHS Foundation Trust), Rajesh Shah(Manchester University NHS Foundation Trust), Stuart Moss(Manchester University NHS Foundation Trust), Vijay Joshi(Manchester University NHS Foundation Trust), Philip Crosbie(Cancer Research UK), Fábio Gomes(The Christie NHS Foundation Trust), Kate Brown(The Christie NHS Foundation Trust), Mathew Carter(The Christie NHS Foundation Trust), Anshuman Chaturvedi(Cancer Research UK), Lynsey Priest(Cancer Research UK), Pedro Oliveira(Cancer Research UK), Colin R. Lindsay(University of Manchester), Alexandra Clipson(Cancer Research UK), Jonathan Tugwood(Cancer Research UK), Alastair Kerr(Cancer Research UK), Dominic G. Rothwell(Cancer Research UK), Elaine Kilgour(Cancer Research UK), Hugo J.W.L. Aerts(Brigham and Women's Hospital), Tom L. Kaufmann(Max Delbrück Center), Zoltán Szállási(Semmelweis University), Judit Kisistók(Aarhus University), Mateo Sokač(Aarhus University), Miklós Dióssy(Eötvös Loránd University), Jonas Demeulemeester(The Francis Crick Institute), Aengus Stewart(The Francis Crick Institute), Alastair Magness(The Francis Crick Institute), Andrew Rowan(The Francis Crick Institute), Angeliki Karamani(London Cancer), Benny Chain(London Cancer), Brittany Campbell(The Francis Crick Institute), Carla Castignani(The Francis Crick Institute), Clare E. Weeden(The Francis Crick Institute), Corentin Richard(Cancer Research UK), David R. Pearce(London Cancer), Despoina Karagianni(London Cancer), Dina Levi(The Francis Crick Institute), Elena Hoxha(London Cancer), Elizabeth Larose Cadieux(The Francis Crick Institute), Emma Nye(The Francis Crick Institute), Eva Grönroos(The Francis Crick Institute), Felip Gálvez-Cancino(London Cancer), Foteini Athanasopoulou(The Francis Crick Institute), Francisco Gimeno-Valiente(Cancer Research UK), George Kassiotis(The Francis Crick Institute), Georgia Stavrou(London Cancer), Gerasimos Mastrokalos(London Cancer), Hao-Ran Zhai(The Francis Crick Institute), Helen L. Lowe(London Cancer), Ignacio Matos(London Cancer), Jacki Goldman(The Francis Crick Institute), James L. Reading(London Cancer), Jayant K. Rane(The Francis Crick Institute), Jie Min Lam(Royal London Hospital), John A. Hartley(London Cancer), Katey S.S. Enfield(The Francis Crick Institute), Kayalvizhi Selvaraju(London Cancer), Kevin Litchfield(Cancer Research UK), Kevin W. Ng(The Francis Crick Institute), Kezhong Chen(London Cancer), Krijn K. Dijkstra(The Netherlands Cancer Institute), Krupa Thakkar(Cancer Research UK), Leah Ensell(London Cancer), Mansi Shah(London Cancer), Marcos Vásquez(London Cancer), Maria Litovchenko(London Cancer), Mariana Werner Sunderland(Cancer Research UK), Michelle Leung(The Francis Crick Institute), Mickael Escudero(The Francis Crick Institute), Miljana Tanić(London Cancer), Monica Sivakumar(Cancer Research UK), Nnennaya Kanu(Cancer Research UK), Olga Chervova(London Cancer), Olivia Lucas(The Francis Crick Institute), Othman Al‐Sawaf(The Francis Crick Institute), Philip Hobson(The Francis Crick Institute), Piotr Pawlik(London Cancer), Richard Stone(The Francis Crick Institute), Robert E. Hynds(London Cancer), Roberto Vendramin(The Francis Crick Institute), Sadegh Saghafinia(Cancer Research UK), Saioa López(London Cancer), Samuel Gamble(London Cancer), Seng Kuong Anakin Ung(London Cancer), Sharon Vanloo(Cancer Research UK), Stefan Boeing(The Francis Crick Institute), Stephan Beck(London Cancer), Supreet Kaur Bola(London Cancer), Tamara Denner(The Francis Crick Institute), Thanos P. Mourikis(London Cancer), Victoria J. Spanswick(London Cancer), Vittorio Barbè(The Francis Crick Institute), Wei-Ting Lu(The Francis Crick Institute), William Hill(The Francis Crick Institute), Yin Wu(London Cancer), Yutaka Naito(The Francis Crick Institute), Zoe Ramsden(The Francis Crick Institute), Catarina Veiga(University College London), Gary Royle(London Cancer), Charles‐Antoine Collins‐Fekete(University College London), Francesco Fraioli(University College London), Paul Ashford(Institute of Structural and Molecular Biology), Tristan Clark(University College London), Elaine Borg(Royal London Hospital), James M. Wilson(Royal London Hospital), Alexander James Procter(Royal London Hospital), Asia Ahmed(Royal London Hospital), Magali N. Taylor(Royal London Hospital), Arjun Nair(Royal London Hospital), Davide Patrini(University College Hospital), Emilie Martinoni Hoogenboom(Royal London Hospital), Fleur Monk(Royal London Hospital), James W. Holding(Royal London Hospital), Junaid Choudhary(Royal London Hospital), Kunal Bhakhri(Royal London Hospital), Marco Scarci(Royal London Hospital), Martin Hayward(Royal London Hospital), Nikolaos Panagiotopoulos(Royal London Hospital), Pat Gorman(Royal London Hospital), Reena Khiroya(Royal London Hospital), Robert Stephens(Royal London Hospital), Yien Ning Sophia Wong(Royal London Hospital), Steve Bandula(Royal London Hospital), Abigail Sharp(Cancer Research UK), Sean Smith(Cancer Research UK), Nicole Gower(Cancer Research UK), Harjot Kaur Dhanda(Cancer Research UK), Kitty S. Chan(Cancer Research UK), Camilla Pilotti(Cancer Research UK), Rachel Leslie(Cancer Research UK), Anca Grapa(Institute of Cancer Research), Hanyun Zhang(Institute of Cancer Research), Khalid AbdulJabbar(Institute of Cancer Research), Xiaoxi Pan(Institute of Cancer Research), Yinyin Yuan(The University of Texas MD Anderson Cancer Center), David Chuter(The Patients Association), Mairead MacKenzie(The Patients Association), Serena Chee(University Hospital Southampton NHS Foundation Trust), Aiman Alzetani(University Hospital Southampton NHS Foundation Trust), Lydia Scarlett(University Hospital Southampton NHS Foundation Trust), Jennifer Richards(University Hospital Southampton NHS Foundation Trust), Papawadee Ingram(University Hospital Southampton NHS Foundation Trust), Silvia Austin(University Hospital Southampton NHS Foundation Trust), Paulo De Sousa(Guy's and St Thomas' NHS Foundation Trust), Simon Jordan(Guy's and St Thomas' NHS Foundation Trust), Alexandra Rice(Guy's and St Thomas' NHS Foundation Trust), Hilgardt Raubenheimer(Guy's and St Thomas' NHS Foundation Trust), Harshil Bhayani(Guy's and St Thomas' NHS Foundation Trust), Lyn Ambrose(Guy's and St Thomas' NHS Foundation Trust), Anand Devaraj(Guy's and St Thomas' NHS Foundation Trust), Hema Chavan(Guy's and St Thomas' NHS Foundation Trust), Sofina Begum(Guy's and St Thomas' NHS Foundation Trust), Silviu Buderi(Guy's and St Thomas' NHS Foundation Trust), Daniel Kaniu(Guy's and St Thomas' NHS Foundation Trust), Mpho Malima(Guy's and St Thomas' NHS Foundation Trust), Sarah Booth(Guy's and St Thomas' NHS Foundation Trust), Nadia Fernandes(Guy's and St Thomas' NHS Foundation Trust), Pratibha Shah(Guy's and St Thomas' NHS Foundation Trust), Chiara Proli(Guy's and St Thomas' NHS Foundation Trust), Sarah Danson(Sheffield Teaching Hospitals NHS Foundation Trust), Lily Robinson(Princess Alexandra Hospital NHS Trust), Craig Dick(NHS Greater Glasgow and Clyde), Alan Kirk(Golden Jubilee National Hospital), Mo Asif(Golden Jubilee National Hospital), Rocco Bilancia(Golden Jubilee National Hospital), Nikos Kostoulas(Golden Jubilee National Hospital), Mathew Thomas(Golden Jubilee National Hospital), Mariam Jamal‐Hanjani(University College Hospital), Nicholas McGranahan(Cancer Research UK), Charles Swanton(The Francis Crick Institute)
Nature
April 12, 2023
Cited by 303Open Access
Full Text

Abstract

. Here we analysed 1,644 tumour regions sampled at surgery or during follow-up from the first 421 patients with non-small cell lung cancer prospectively enrolled into the TRACERx study. This project aims to decipher lung cancer evolution and address the primary study endpoint: determining the relationship between intratumour heterogeneity and clinical outcome. In lung adenocarcinoma, mutations in 22 out of 40 common cancer genes were under significant subclonal selection, including classical tumour initiators such as TP53 and KRAS. We defined evolutionary dependencies between drivers, mutational processes and whole genome doubling (WGD) events. Despite patients having a history of smoking, 8% of lung adenocarcinomas lacked evidence of tobacco-induced mutagenesis. These tumours also had similar detection rates for EGFR mutations and for RET, ROS1, ALK and MET oncogenic isoforms compared with tumours in never-smokers, which suggests that they have a similar aetiology and pathogenesis. Large subclonal expansions were associated with positive subclonal selection. Patients with tumours harbouring recent subclonal expansions, on the terminus of a phylogenetic branch, had significantly shorter disease-free survival. Subclonal WGD was detected in 19% of tumours, and 10% of tumours harboured multiple subclonal WGDs in parallel. Subclonal, but not truncal, WGD was associated with shorter disease-free survival. Copy number heterogeneity was associated with extrathoracic relapse within 1 year after surgery. These data demonstrate the importance of clonal expansion, WGD and copy number instability in determining the timing and patterns of relapse in non-small cell lung cancer and provide a comprehensive clinical cancer evolutionary data resource.


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