Literature DB >> 33398189

A practical guide to cancer subclonal reconstruction from DNA sequencing.

Maxime Tarabichi1,2, Adriana Salcedo3,4,5,6,7, Amit G Deshwar8, Máire Ni Leathlobhair9,10, Jeff Wintersinger11, David C Wedge9,12,13, Peter Van Loo1, Quaid D Morris7,11,14,15,16, Paul C Boutros17,18,19,20,21,22,23.   

Abstract

Subclonal reconstruction from bulk tumor DNA sequencing has become a pillar of cancer evolution studies, providing insight into the clonality and relative ordering of mutations and mutational processes. We provide an outline of the complex computational approaches used for subclonal reconstruction from single and multiple tumor samples. We identify the underlying assumptions and uncertainties in each step and suggest best practices for analysis and quality assessment. This guide provides a pragmatic resource for the growing user community of subclonal reconstruction methods.

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Year:  2021        PMID: 33398189      PMCID: PMC7867630          DOI: 10.1038/s41592-020-01013-2

Source DB:  PubMed          Journal:  Nat Methods        ISSN: 1548-7091            Impact factor:   28.547


  83 in total

1.  The Evolutionary Landscape of Localized Prostate Cancers Drives Clinical Aggression.

Authors:  Shadrielle Melijah G Espiritu; Lydia Y Liu; Yulia Rubanova; Vinayak Bhandari; Erle M Holgersen; Lesia M Szyca; Natalie S Fox; Melvin L K Chua; Takafumi N Yamaguchi; Lawrence E Heisler; Julie Livingstone; Jeff Wintersinger; Fouad Yousif; Emilie Lalonde; Alexandre Rouette; Adriana Salcedo; Kathleen E Houlahan; Constance H Li; Vincent Huang; Michael Fraser; Theodorus van der Kwast; Quaid D Morris; Robert G Bristow; Paul C Boutros
Journal:  Cell       Date:  2018-04-19       Impact factor: 41.582

2.  The clonal evolution of tumor cell populations.

Authors:  P C Nowell
Journal:  Science       Date:  1976-10-01       Impact factor: 47.728

Review 3.  Hallmarks of cancer: the next generation.

Authors:  Douglas Hanahan; Robert A Weinberg
Journal:  Cell       Date:  2011-03-04       Impact factor: 41.582

4.  Tracking the Evolution of Non-Small-Cell Lung Cancer.

Authors:  Mariam Jamal-Hanjani; Gareth A Wilson; Nicholas McGranahan; Nicolai J Birkbak; Thomas B K Watkins; Selvaraju Veeriah; Seema Shafi; Diana H Johnson; Richard Mitter; Rachel Rosenthal; Max Salm; Stuart Horswell; Mickael Escudero; Nik Matthews; Andrew Rowan; Tim Chambers; David A Moore; Samra Turajlic; Hang Xu; Siow-Ming Lee; Martin D Forster; Tanya Ahmad; Crispin T Hiley; Christopher Abbosh; Mary Falzon; Elaine Borg; Teresa Marafioti; David Lawrence; Martin Hayward; Shyam Kolvekar; Nikolaos Panagiotopoulos; Sam M Janes; Ricky Thakrar; Asia Ahmed; Fiona Blackhall; Yvonne Summers; Rajesh Shah; Leena Joseph; Anne M Quinn; Phil A Crosbie; Babu Naidu; Gary Middleton; Gerald Langman; Simon Trotter; Marianne Nicolson; Hardy Remmen; Keith Kerr; Mahendran Chetty; Lesley Gomersall; Dean A Fennell; Apostolos Nakas; Sridhar Rathinam; Girija Anand; Sajid Khan; Peter Russell; Veni Ezhil; Babikir Ismail; Melanie Irvin-Sellers; Vineet Prakash; Jason F Lester; Malgorzata Kornaszewska; Richard Attanoos; Haydn Adams; Helen Davies; Stefan Dentro; Philippe Taniere; Brendan O'Sullivan; Helen L Lowe; John A Hartley; Natasha Iles; Harriet Bell; Yenting Ngai; Jacqui A Shaw; Javier Herrero; Zoltan Szallasi; Roland F Schwarz; Aengus Stewart; Sergio A Quezada; John Le Quesne; Peter Van Loo; Caroline Dive; Allan Hackshaw; Charles Swanton
Journal:  N Engl J Med       Date:  2017-04-26       Impact factor: 91.245

5.  The evolutionary history of lethal metastatic prostate cancer.

Authors:  Christopher Foster; Douglas Easton; Ultan McDermott; David C Wedge; G Steven Bova; Gunes Gundem; Peter Van Loo; Barbara Kremeyer; Ludmil B Alexandrov; Jose M C Tubio; Elli Papaemmanuil; Daniel S Brewer; Heini M L Kallio; Gunilla Högnäs; Matti Annala; Kati Kivinummi; Victoria Goody; Calli Latimer; Sarah O'Meara; Kevin J Dawson; William Isaacs; Michael R Emmert-Buck; Matti Nykter; Zsofia Kote-Jarai; Hayley C Whitaker; David E Neal; Colin S Cooper; Rosalind A Eeles; Tapio Visakorpi; Peter J Campbell
Journal:  Nature       Date:  2015-04-01       Impact factor: 49.962

6.  Tracking the origins and drivers of subclonal metastatic expansion in prostate cancer.

Authors:  Matthew K H Hong; Geoff Macintyre; David C Wedge; Peter Van Loo; Keval Patel; Sebastian Lunke; Ludmil B Alexandrov; Clare Sloggett; Marek Cmero; Francesco Marass; Dana Tsui; Stefano Mangiola; Andrew Lonie; Haroon Naeem; Nikhil Sapre; Pramit M Phal; Natalie Kurganovs; Xiaowen Chin; Michael Kerger; Anne Y Warren; David Neal; Vincent Gnanapragasam; Nitzan Rosenfeld; John S Pedersen; Andrew Ryan; Izhak Haviv; Anthony J Costello; Niall M Corcoran; Christopher M Hovens
Journal:  Nat Commun       Date:  2015-04-01       Impact factor: 14.919

7.  Tracking Cancer Evolution Reveals Constrained Routes to Metastases: TRACERx Renal.

Authors:  Samra Turajlic; Hang Xu; Kevin Litchfield; Andrew Rowan; Tim Chambers; Jose I Lopez; David Nicol; Tim O'Brien; James Larkin; Stuart Horswell; Mark Stares; Lewis Au; Mariam Jamal-Hanjani; Ben Challacombe; Ashish Chandra; Steve Hazell; Claudia Eichler-Jonsson; Aspasia Soultati; Simon Chowdhury; Sarah Rudman; Joanna Lynch; Archana Fernando; Gordon Stamp; Emma Nye; Faiz Jabbar; Lavinia Spain; Sharanpreet Lall; Rosa Guarch; Mary Falzon; Ian Proctor; Lisa Pickering; Martin Gore; Thomas B K Watkins; Sophia Ward; Aengus Stewart; Renzo DiNatale; Maria F Becerra; Ed Reznik; James J Hsieh; Todd A Richmond; George F Mayhew; Samantha M Hill; Catherine D McNally; Carol Jones; Heidi Rosenbaum; Stacey Stanislaw; Daniel L Burgess; Nelson R Alexander; Charles Swanton
Journal:  Cell       Date:  2018-04-12       Impact factor: 41.582

8.  Timing the Landmark Events in the Evolution of Clear Cell Renal Cell Cancer: TRACERx Renal.

Authors:  Thomas J Mitchell; Samra Turajlic; Andrew Rowan; David Nicol; James H R Farmery; Tim O'Brien; Inigo Martincorena; Patrick Tarpey; Nicos Angelopoulos; Lucy R Yates; Adam P Butler; Keiran Raine; Grant D Stewart; Ben Challacombe; Archana Fernando; Jose I Lopez; Steve Hazell; Ashish Chandra; Simon Chowdhury; Sarah Rudman; Aspasia Soultati; Gordon Stamp; Nicos Fotiadis; Lisa Pickering; Lewis Au; Lavinia Spain; Joanna Lynch; Mark Stares; Jon Teague; Francesco Maura; David C Wedge; Stuart Horswell; Tim Chambers; Kevin Litchfield; Hang Xu; Aengus Stewart; Reza Elaidi; Stéphane Oudard; Nicholas McGranahan; Istvan Csabai; Martin Gore; P Andrew Futreal; James Larkin; Andy G Lynch; Zoltan Szallasi; Charles Swanton; Peter J Campbell
Journal:  Cell       Date:  2018-04-12       Impact factor: 41.582

Review 9.  Translating insights into tumor evolution to clinical practice: promises and challenges.

Authors:  Matthew W Fittall; Peter Van Loo
Journal:  Genome Med       Date:  2019-03-29       Impact factor: 11.117

10.  Germline contamination and leakage in whole genome somatic single nucleotide variant detection.

Authors:  Dorota H Sendorek; Cristian Caloian; Kyle Ellrott; J Christopher Bare; Takafumi N Yamaguchi; Adam D Ewing; Kathleen E Houlahan; Thea C Norman; Adam A Margolin; Joshua M Stuart; Paul C Boutros
Journal:  BMC Bioinformatics       Date:  2018-01-31       Impact factor: 3.169

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  25 in total

Review 1.  Clinical cancer genomic profiling.

Authors:  Debyani Chakravarty; David B Solit
Journal:  Nat Rev Genet       Date:  2021-03-24       Impact factor: 53.242

Review 2.  The influence of socio-demographics and clinical characteristics on coping strategies in cancer patients: a systematic review.

Authors:  Rossella Bottaro; Palmira Faraci
Journal:  Support Care Cancer       Date:  2022-07-09       Impact factor: 3.603

Review 3.  Computational Approaches for the Investigation of Intra-tumor Heterogeneity and Clonal Evolution from Bulk Sequencing Data in Precision Oncology Applications.

Authors:  Alessandro Laganà
Journal:  Adv Exp Med Biol       Date:  2022       Impact factor: 2.622

Review 4.  Computational analysis of cancer genome sequencing data.

Authors:  Isidro Cortés-Ciriano; Doga C Gulhan; Jake June-Koo Lee; Giorgio E M Melloni; Peter J Park
Journal:  Nat Rev Genet       Date:  2021-12-08       Impact factor: 53.242

5.  Parsimonious Clone Tree Integration in cancer.

Authors:  Palash Sashittal; Simone Zaccaria; Mohammed El-Kebir
Journal:  Algorithms Mol Biol       Date:  2022-03-14       Impact factor: 1.405

Review 6.  Proteomic discovery of non-invasive biomarkers of localized prostate cancer using mass spectrometry.

Authors:  Amanda Khoo; Lydia Y Liu; Julius O Nyalwidhe; O John Semmes; Danny Vesprini; Michelle R Downes; Paul C Boutros; Stanley K Liu; Thomas Kislinger
Journal:  Nat Rev Urol       Date:  2021-08-27       Impact factor: 14.432

7.  Deep whole-genome ctDNA chronology of treatment-resistant prostate cancer.

Authors:  Cameron Herberts; Matti Annala; Joonatan Sipola; Sarah W S Ng; Xinyi E Chen; Anssi Nurminen; Olga V Korhonen; Aslı D Munzur; Kevin Beja; Elena Schönlau; Cecily Q Bernales; Elie Ritch; Jack V W Bacon; Nathan A Lack; Matti Nykter; Rahul Aggarwal; Eric J Small; Martin E Gleave; David A Quigley; Felix Y Feng; Kim N Chi; Alexander W Wyatt
Journal:  Nature       Date:  2022-07-20       Impact factor: 69.504

8.  DeCiFering the elusive cancer cell fraction in tumor heterogeneity and evolution.

Authors:  Gryte Satas; Simone Zaccaria; Mohammed El-Kebir; Benjamin J Raphael
Journal:  Cell Syst       Date:  2021-08-19       Impact factor: 11.091

Review 9.  Sex Differences in Cancer Genomes: Much Learned, More Unknown.

Authors:  Chenghao Zhu; Paul C Boutros
Journal:  Endocrinology       Date:  2021-11-01       Impact factor: 5.051

Review 10.  Leveraging Single-Cell Approaches in Cancer Precision Medicine.

Authors:  Aritro Nath; Andrea H Bild
Journal:  Trends Cancer       Date:  2021-02-06
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