Representative Sequencing: Unbiased Sampling of Solid Tumor Tissue
Summary: Although thousands of solid tumors have been sequenced to date, a fundamental under-sampling bias is inherent in current methodologies. This is caused by a tissue sample input of fixed dimensions (e.g., 6 mm biopsy), which becomes grossly under-powered as tumor volume scales. Here, we demon...
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Format: | Article |
Language: | English |
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Elsevier
2020-05-01
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Series: | Cell Reports |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2211124720304605 |
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DOAJ |
language |
English |
format |
Article |
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DOAJ |
author |
Kevin Litchfield Stacey Stanislaw Lavinia Spain Lisa L. Gallegos Andrew Rowan Desiree Schnidrig Heidi Rosenbaum Alexandre Harle Lewis Au Samantha M. Hill Zayd Tippu Jennifer Thomas Lisa Thompson Hang Xu Stuart Horswell Aoune Barhoumi Carol Jones Katherine F. Leith Daniel L. Burgess Thomas B.K. Watkins Emilia Lim Nicolai J. Birkbak Philippe Lamy Iver Nordentoft Lars Dyrskjøt Lisa Pickering Stephen Hazell Mariam Jamal-Hanjani James Larkin Charles Swanton Nelson R. Alexander Samra Turajlic Chris Abbosh Kai-Keen Shiu John Bridgewater Daniel Hochhauser Martin Forster Siow-Ming Lee Tanya Ahmad Dionysis Papadatos-Pastos Sam Janes Peter Van Loo Katey Enfield Nicholas McGranahan Ariana Huebner Sergio Quezada Stephan Beck Peter Parker Henning Walczak Tariq Enver Rob Hynds Mary Falzon Ian Proctor Ron Sinclair Chi-wah Lok Zoe Rhodes David Moore Teresa Marafioti Elaine Borg Miriam Mitchison Reena Khiroya Giorgia Trevisan Peter Ellery Mark Linch Sebastian Brandner Crispin Hiley Selvaraju Veeriah Maryam Razaq Heather Shaw Gert Attard Mita Afroza Akther Cristina Naceur-Lombardelli Lizi Manzano Maise Al-Bakir Simranpreet Summan Nnenna Kanu Sophie Ward Uzma Asghar Emilia Lim Faye Gishen Adrian Tookman Paddy Stone Caroline Stirling Andrew Furness Kim Edmonds Nikki Hunter Sarah Sarker Sarah Vaughan Mary Mangwende Karla Pearce Lavinia Spain Scott Shepherd Haixi Yan Ben Shum Eleanor Carlyle Steve Hazell Annika Fendler Fiona Byrne Nadia Yousaf Sanjay Popat Olivia Curtis Gordon Stamp Antonia Toncheva Emma Nye Aida Murra Justine Korteweg Nahid Sheikh Debra Josephs Ashish Chandra James Spicer Ula Mahadeva Anna Green Ruby Stewart Lara-Rose Iredale Tina Mackay Ben Deakin Debra Enting Sarah Rudman Sharmistha Ghosh Lena Karapagniotou Elias Pintus Andrew Tutt Sarah Howlett Vasiliki Michalarea James Brenton Carlos Caldas Rebecca Fitzgerald Merche Jimenez-Linan Elena Provenzano Alison Cluroe Grant Stewart Colin Watts Richard Gilbertson Ultan McDermott Simon Tavare Emma Beddowes Patricia Roxburgh Andrew Biankin Anthony Chalmers Sioban Fraser Karin Oien Andrew Kidd Kevin Blyth Matt Krebs Fiona Blackhall Yvonne Summers Caroline Dive Richard Marais Fabio Gomes Mat Carter Jo Dransfield John Le Quesne Dean Fennell Jacqui Shaw Babu Naidu Shobhit Baijal Bruce Tanchel Gerald Langman Andrew Robinson Martin Collard Peter Cockcroft Charlotte Ferris Hollie Bancroft Amy Kerr Gary Middleton Joanne Webb Salma Kadiri Peter Colloby Bernard Olisemeke Rodelaine Wilson Ian Tomlinson Sanjay Jogai Christian Ottensmeier David Harrison Massimo Loda Adrienne Flanagan Mairead McKenzie Allan Hackshaw Jonathan Ledermann Abby Sharp Laura Farrelly Hayley Bridger |
spellingShingle |
Kevin Litchfield Stacey Stanislaw Lavinia Spain Lisa L. Gallegos Andrew Rowan Desiree Schnidrig Heidi Rosenbaum Alexandre Harle Lewis Au Samantha M. Hill Zayd Tippu Jennifer Thomas Lisa Thompson Hang Xu Stuart Horswell Aoune Barhoumi Carol Jones Katherine F. Leith Daniel L. Burgess Thomas B.K. Watkins Emilia Lim Nicolai J. Birkbak Philippe Lamy Iver Nordentoft Lars Dyrskjøt Lisa Pickering Stephen Hazell Mariam Jamal-Hanjani James Larkin Charles Swanton Nelson R. Alexander Samra Turajlic Chris Abbosh Kai-Keen Shiu John Bridgewater Daniel Hochhauser Martin Forster Siow-Ming Lee Tanya Ahmad Dionysis Papadatos-Pastos Sam Janes Peter Van Loo Katey Enfield Nicholas McGranahan Ariana Huebner Sergio Quezada Stephan Beck Peter Parker Henning Walczak Tariq Enver Rob Hynds Mary Falzon Ian Proctor Ron Sinclair Chi-wah Lok Zoe Rhodes David Moore Teresa Marafioti Elaine Borg Miriam Mitchison Reena Khiroya Giorgia Trevisan Peter Ellery Mark Linch Sebastian Brandner Crispin Hiley Selvaraju Veeriah Maryam Razaq Heather Shaw Gert Attard Mita Afroza Akther Cristina Naceur-Lombardelli Lizi Manzano Maise Al-Bakir Simranpreet Summan Nnenna Kanu Sophie Ward Uzma Asghar Emilia Lim Faye Gishen Adrian Tookman Paddy Stone Caroline Stirling Andrew Furness Kim Edmonds Nikki Hunter Sarah Sarker Sarah Vaughan Mary Mangwende Karla Pearce Lavinia Spain Scott Shepherd Haixi Yan Ben Shum Eleanor Carlyle Steve Hazell Annika Fendler Fiona Byrne Nadia Yousaf Sanjay Popat Olivia Curtis Gordon Stamp Antonia Toncheva Emma Nye Aida Murra Justine Korteweg Nahid Sheikh Debra Josephs Ashish Chandra James Spicer Ula Mahadeva Anna Green Ruby Stewart Lara-Rose Iredale Tina Mackay Ben Deakin Debra Enting Sarah Rudman Sharmistha Ghosh Lena Karapagniotou Elias Pintus Andrew Tutt Sarah Howlett Vasiliki Michalarea James Brenton Carlos Caldas Rebecca Fitzgerald Merche Jimenez-Linan Elena Provenzano Alison Cluroe Grant Stewart Colin Watts Richard Gilbertson Ultan McDermott Simon Tavare Emma Beddowes Patricia Roxburgh Andrew Biankin Anthony Chalmers Sioban Fraser Karin Oien Andrew Kidd Kevin Blyth Matt Krebs Fiona Blackhall Yvonne Summers Caroline Dive Richard Marais Fabio Gomes Mat Carter Jo Dransfield John Le Quesne Dean Fennell Jacqui Shaw Babu Naidu Shobhit Baijal Bruce Tanchel Gerald Langman Andrew Robinson Martin Collard Peter Cockcroft Charlotte Ferris Hollie Bancroft Amy Kerr Gary Middleton Joanne Webb Salma Kadiri Peter Colloby Bernard Olisemeke Rodelaine Wilson Ian Tomlinson Sanjay Jogai Christian Ottensmeier David Harrison Massimo Loda Adrienne Flanagan Mairead McKenzie Allan Hackshaw Jonathan Ledermann Abby Sharp Laura Farrelly Hayley Bridger Representative Sequencing: Unbiased Sampling of Solid Tumor Tissue Cell Reports tumor sampling tumor sequencing representative sampling molecular profiling tumor hetereogeneity biomarkers |
author_facet |
Kevin Litchfield Stacey Stanislaw Lavinia Spain Lisa L. Gallegos Andrew Rowan Desiree Schnidrig Heidi Rosenbaum Alexandre Harle Lewis Au Samantha M. Hill Zayd Tippu Jennifer Thomas Lisa Thompson Hang Xu Stuart Horswell Aoune Barhoumi Carol Jones Katherine F. Leith Daniel L. Burgess Thomas B.K. Watkins Emilia Lim Nicolai J. Birkbak Philippe Lamy Iver Nordentoft Lars Dyrskjøt Lisa Pickering Stephen Hazell Mariam Jamal-Hanjani James Larkin Charles Swanton Nelson R. Alexander Samra Turajlic Chris Abbosh Kai-Keen Shiu John Bridgewater Daniel Hochhauser Martin Forster Siow-Ming Lee Tanya Ahmad Dionysis Papadatos-Pastos Sam Janes Peter Van Loo Katey Enfield Nicholas McGranahan Ariana Huebner Sergio Quezada Stephan Beck Peter Parker Henning Walczak Tariq Enver Rob Hynds Mary Falzon Ian Proctor Ron Sinclair Chi-wah Lok Zoe Rhodes David Moore Teresa Marafioti Elaine Borg Miriam Mitchison Reena Khiroya Giorgia Trevisan Peter Ellery Mark Linch Sebastian Brandner Crispin Hiley Selvaraju Veeriah Maryam Razaq Heather Shaw Gert Attard Mita Afroza Akther Cristina Naceur-Lombardelli Lizi Manzano Maise Al-Bakir Simranpreet Summan Nnenna Kanu Sophie Ward Uzma Asghar Emilia Lim Faye Gishen Adrian Tookman Paddy Stone Caroline Stirling Andrew Furness Kim Edmonds Nikki Hunter Sarah Sarker Sarah Vaughan Mary Mangwende Karla Pearce Lavinia Spain Scott Shepherd Haixi Yan Ben Shum Eleanor Carlyle Steve Hazell Annika Fendler Fiona Byrne Nadia Yousaf Sanjay Popat Olivia Curtis Gordon Stamp Antonia Toncheva Emma Nye Aida Murra Justine Korteweg Nahid Sheikh Debra Josephs Ashish Chandra James Spicer Ula Mahadeva Anna Green Ruby Stewart Lara-Rose Iredale Tina Mackay Ben Deakin Debra Enting Sarah Rudman Sharmistha Ghosh Lena Karapagniotou Elias Pintus Andrew Tutt Sarah Howlett Vasiliki Michalarea James Brenton Carlos Caldas Rebecca Fitzgerald Merche Jimenez-Linan Elena Provenzano Alison Cluroe Grant Stewart Colin Watts Richard Gilbertson Ultan McDermott Simon Tavare Emma Beddowes Patricia Roxburgh Andrew Biankin Anthony Chalmers Sioban Fraser Karin Oien Andrew Kidd Kevin Blyth Matt Krebs Fiona Blackhall Yvonne Summers Caroline Dive Richard Marais Fabio Gomes Mat Carter Jo Dransfield John Le Quesne Dean Fennell Jacqui Shaw Babu Naidu Shobhit Baijal Bruce Tanchel Gerald Langman Andrew Robinson Martin Collard Peter Cockcroft Charlotte Ferris Hollie Bancroft Amy Kerr Gary Middleton Joanne Webb Salma Kadiri Peter Colloby Bernard Olisemeke Rodelaine Wilson Ian Tomlinson Sanjay Jogai Christian Ottensmeier David Harrison Massimo Loda Adrienne Flanagan Mairead McKenzie Allan Hackshaw Jonathan Ledermann Abby Sharp Laura Farrelly Hayley Bridger |
author_sort |
Kevin Litchfield |
title |
Representative Sequencing: Unbiased Sampling of Solid Tumor Tissue |
title_short |
Representative Sequencing: Unbiased Sampling of Solid Tumor Tissue |
title_full |
Representative Sequencing: Unbiased Sampling of Solid Tumor Tissue |
title_fullStr |
Representative Sequencing: Unbiased Sampling of Solid Tumor Tissue |
title_full_unstemmed |
Representative Sequencing: Unbiased Sampling of Solid Tumor Tissue |
title_sort |
representative sequencing: unbiased sampling of solid tumor tissue |
publisher |
Elsevier |
series |
Cell Reports |
issn |
2211-1247 |
publishDate |
2020-05-01 |
description |
Summary: Although thousands of solid tumors have been sequenced to date, a fundamental under-sampling bias is inherent in current methodologies. This is caused by a tissue sample input of fixed dimensions (e.g., 6 mm biopsy), which becomes grossly under-powered as tumor volume scales. Here, we demonstrate representative sequencing (Rep-Seq) as a new method to achieve unbiased tumor tissue sampling. Rep-Seq uses fixed residual tumor material, which is homogenized and subjected to next-generation sequencing. Analysis of intratumor tumor mutation burden (TMB) variability shows a high level of misclassification using current single-biopsy methods, with 20% of lung and 52% of bladder tumors having at least one biopsy with high TMB but low clonal TMB overall. Misclassification rates by contrast are reduced to 2% (lung) and 4% (bladder) when a more representative sampling methodology is used. Rep-Seq offers an improved sampling protocol for tumor profiling, with significant potential for improved clinical utility and more accurate deconvolution of clonal structure. |
topic |
tumor sampling tumor sequencing representative sampling molecular profiling tumor hetereogeneity biomarkers |
url |
http://www.sciencedirect.com/science/article/pii/S2211124720304605 |
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doaj-5542750c54464de39c1b869ec12a56ce2020-11-25T02:09:23ZengElsevierCell Reports2211-12472020-05-01315Representative Sequencing: Unbiased Sampling of Solid Tumor TissueKevin Litchfield0Stacey Stanislaw1Lavinia Spain2Lisa L. Gallegos3Andrew Rowan4Desiree Schnidrig5Heidi Rosenbaum6Alexandre Harle7Lewis Au8Samantha M. Hill9Zayd Tippu10Jennifer Thomas11Lisa Thompson12Hang Xu13Stuart Horswell14Aoune Barhoumi15Carol Jones16Katherine F. Leith17Daniel L. Burgess18Thomas B.K. Watkins19Emilia Lim20Nicolai J. Birkbak21Philippe Lamy22Iver Nordentoft23Lars Dyrskjøt24Lisa Pickering25Stephen Hazell26Mariam Jamal-Hanjani27James Larkin28Charles Swanton29Nelson R. Alexander30Samra Turajlic31Chris AbboshKai-Keen ShiuJohn BridgewaterDaniel HochhauserMartin ForsterSiow-Ming LeeTanya AhmadDionysis Papadatos-PastosSam JanesPeter Van LooKatey EnfieldNicholas McGranahanAriana HuebnerSergio QuezadaStephan BeckPeter ParkerHenning WalczakTariq EnverRob HyndsMary FalzonIan ProctorRon SinclairChi-wah LokZoe RhodesDavid MooreTeresa MarafiotiElaine BorgMiriam MitchisonReena KhiroyaGiorgia TrevisanPeter ElleryMark LinchSebastian BrandnerCrispin HileySelvaraju VeeriahMaryam RazaqHeather ShawGert AttardMita Afroza AktherCristina Naceur-LombardelliLizi ManzanoMaise Al-BakirSimranpreet SummanNnenna KanuSophie WardUzma AsgharEmilia LimFaye GishenAdrian TookmanPaddy StoneCaroline StirlingAndrew FurnessKim EdmondsNikki HunterSarah SarkerSarah VaughanMary MangwendeKarla PearceLavinia SpainScott ShepherdHaixi YanBen ShumEleanor CarlyleSteve HazellAnnika FendlerFiona ByrneNadia YousafSanjay PopatOlivia CurtisGordon StampAntonia TonchevaEmma NyeAida MurraJustine KortewegNahid SheikhDebra JosephsAshish ChandraJames SpicerUla MahadevaAnna GreenRuby StewartLara-Rose IredaleTina MackayBen DeakinDebra EntingSarah RudmanSharmistha GhoshLena KarapagniotouElias PintusAndrew TuttSarah HowlettVasiliki MichalareaJames BrentonCarlos CaldasRebecca FitzgeraldMerche Jimenez-LinanElena ProvenzanoAlison CluroeGrant StewartColin WattsRichard GilbertsonUltan McDermottSimon TavareEmma BeddowesPatricia RoxburghAndrew BiankinAnthony ChalmersSioban FraserKarin OienAndrew KiddKevin BlythMatt KrebsFiona BlackhallYvonne SummersCaroline DiveRichard MaraisFabio GomesMat CarterJo DransfieldJohn Le QuesneDean FennellJacqui ShawBabu NaiduShobhit BaijalBruce TanchelGerald LangmanAndrew RobinsonMartin CollardPeter CockcroftCharlotte FerrisHollie BancroftAmy KerrGary MiddletonJoanne WebbSalma KadiriPeter CollobyBernard OlisemekeRodelaine WilsonIan TomlinsonSanjay JogaiChristian OttensmeierDavid HarrisonMassimo LodaAdrienne FlanaganMairead McKenzieAllan HackshawJonathan LedermannAbby SharpLaura FarrellyHayley BridgerCancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UKRoche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USACancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; Renal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UKRoche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USACancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UKCancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UKRoche Sequencing Solutions, Madison, 500 S. Rosa Road, Madison, WI 53719, USACancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; Université de Lorraine, CNRS UMR 7039 CRAN, Institut de Cancérologie de Lorraine, Service de Biopathologie, 54000 Nancy, FranceCancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; Renal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UKRoche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USA; Department of Cancer Biology, University of Arizona Cancer Center, Tucson, AZ 85724, USARenal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UKRenal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UKThe Centre for Molecular Pathology, The Royal Marsden Hospital, London SW3 6JJ, UKCancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UKDepartment of Bioinformatics and Biostatistics, The Francis Crick Institute, London NW1 1AT, UKRoche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USARoche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USARoche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USARoche Sequencing Solutions, Madison, 500 S. Rosa Road, Madison, WI 53719, USACancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UKCancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UKCancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; Department of Molecular Medicine, Aarhus University Hospital, Aarhus, DenmarkDepartment of Molecular Medicine, Aarhus University Hospital, Aarhus, DenmarkDepartment of Molecular Medicine, Aarhus University Hospital, Aarhus, DenmarkDepartment of Molecular Medicine, Aarhus University Hospital, Aarhus, DenmarkRenal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UKHistopathology Department, Royal Marsden NHS Foundation Trust, London and Sutton, UKCancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK; Department of Medical Oncology, University College London Hospitals, London, UKRenal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UKCancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK; Department of Medical Oncology, University College London Hospitals, London, UK; Corresponding authorRoche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USA; Corresponding authorCancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; Renal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UK; Corresponding authorSummary: Although thousands of solid tumors have been sequenced to date, a fundamental under-sampling bias is inherent in current methodologies. This is caused by a tissue sample input of fixed dimensions (e.g., 6 mm biopsy), which becomes grossly under-powered as tumor volume scales. Here, we demonstrate representative sequencing (Rep-Seq) as a new method to achieve unbiased tumor tissue sampling. Rep-Seq uses fixed residual tumor material, which is homogenized and subjected to next-generation sequencing. Analysis of intratumor tumor mutation burden (TMB) variability shows a high level of misclassification using current single-biopsy methods, with 20% of lung and 52% of bladder tumors having at least one biopsy with high TMB but low clonal TMB overall. Misclassification rates by contrast are reduced to 2% (lung) and 4% (bladder) when a more representative sampling methodology is used. Rep-Seq offers an improved sampling protocol for tumor profiling, with significant potential for improved clinical utility and more accurate deconvolution of clonal structure.http://www.sciencedirect.com/science/article/pii/S2211124720304605tumor samplingtumor sequencingrepresentative samplingmolecular profilingtumor hetereogeneitybiomarkers |