Literature DB >> 25626406

Clinical actionability enhanced through deep targeted sequencing of solid tumors.

Ken Chen1, Funda Meric-Bernstam2, Hao Zhao1, Qingxiu Zhang3, Nader Ezzeddine3, Lin-Ya Tang3, Yuan Qi1, Yong Mao1, Tenghui Chen1, Zechen Chong1, Wanding Zhou1, Xiaofeng Zheng1, Amber Johnson3, Kenneth D Aldape4, Mark J Routbort5, Rajyalakshmi Luthra5, Scott Kopetz6, Michael A Davies7, John de Groot8, Stacy Moulder9, Ravi Vinod10, Carol J Farhangfar11, Kenna Mills Shaw3, John Mendelsohn3, Gordon B Mills12, Agda Karina Eterovic13.   

Abstract

BACKGROUND: Further advances of targeted cancer therapy require comprehensive in-depth profiling of somatic mutations that are present in subpopulations of tumor cells in a clinical tumor sample. However, it is unclear to what extent such intratumor heterogeneity is present and whether it may affect clinical decision-making. To study this question, we established a deep targeted sequencing platform to identify potentially actionable DNA alterations in tumor samples.
METHODS: We assayed 515 formalin-fixed paraffin-embedded (FFPE) tumor samples and matched germline DNA (475 patients) from 11 disease sites by capturing and sequencing all the exons in 201 cancer-related genes. Mutations, indels, and copy number data were reported.
RESULTS: We obtained a 1000-fold mean sequencing depth and identified 4794 nonsynonymous mutations in the samples analyzed, of which 15.2% were present at <10% allele frequency. Most of these low level mutations occurred at known oncogenic hotspots and are likely functional. Identifying low level mutations improved identification of mutations in actionable genes in 118 (24.84%) patients, among which 47 (9.8%) otherwise would have been unactionable. In addition, acquiring ultrahigh depth also ensured a low false discovery rate (<2.2%) from FFPE samples.
CONCLUSIONS: Our results were as accurate as a commercially available CLIA-compliant hotspot panel but allowed the detection of a higher number of mutations in actionable genes. Our study reveals the critical importance of acquiring and utilizing high sequencing depth in profiling clinical tumor samples and presents a very useful platform for implementing routine sequencing in a cancer care institution.
© 2014 American Association for Clinical Chemistry.

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Year:  2015        PMID: 25626406      PMCID: PMC4511273          DOI: 10.1373/clinchem.2014.231100

Source DB:  PubMed          Journal:  Clin Chem        ISSN: 0009-9147            Impact factor:   8.327


  22 in total

1.  Clonal architecture of secondary acute myeloid leukemia.

Authors:  Matthew J Walter; Dong Shen; Li Ding; Jin Shao; Daniel C Koboldt; Ken Chen; David E Larson; Michael D McLellan; David Dooling; Rachel Abbott; Robert Fulton; Vincent Magrini; Heather Schmidt; Joelle Kalicki-Veizer; Michelle O'Laughlin; Xian Fan; Marcus Grillot; Sarah Witowski; Sharon Heath; John L Frater; William Eades; Michael Tomasson; Peter Westervelt; John F DiPersio; Daniel C Link; Elaine R Mardis; Timothy J Ley; Richard K Wilson; Timothy A Graubert
Journal:  N Engl J Med       Date:  2012-03-14       Impact factor: 91.245

2.  Ethics. The bioethics commission on incidental findings.

Authors:  Amy Gutmann
Journal:  Science       Date:  2013-12-13       Impact factor: 47.728

3.  The clonal and mutational evolution spectrum of primary triple-negative breast cancers.

Authors:  Sohrab P Shah; Andrew Roth; Rodrigo Goya; Arusha Oloumi; Gavin Ha; Yongjun Zhao; Gulisa Turashvili; Jiarui Ding; Kane Tse; Gholamreza Haffari; Ali Bashashati; Leah M Prentice; Jaswinder Khattra; Angela Burleigh; Damian Yap; Virginie Bernard; Andrew McPherson; Karey Shumansky; Anamaria Crisan; Ryan Giuliany; Alireza Heravi-Moussavi; Jamie Rosner; Daniel Lai; Inanc Birol; Richard Varhol; Angela Tam; Noreen Dhalla; Thomas Zeng; Kevin Ma; Simon K Chan; Malachi Griffith; Annie Moradian; S-W Grace Cheng; Gregg B Morin; Peter Watson; Karen Gelmon; Stephen Chia; Suet-Feung Chin; Christina Curtis; Oscar M Rueda; Paul D Pharoah; Sambasivarao Damaraju; John Mackey; Kelly Hoon; Timothy Harkins; Vasisht Tadigotla; Mahvash Sigaroudinia; Philippe Gascard; Thea Tlsty; Joseph F Costello; Irmtraud M Meyer; Connie J Eaves; Wyeth W Wasserman; Steven Jones; David Huntsman; Martin Hirst; Carlos Caldas; Marco A Marra; Samuel Aparicio
Journal:  Nature       Date:  2012-04-04       Impact factor: 49.962

Review 4.  Cancer genome landscapes.

Authors:  Bert Vogelstein; Nickolas Papadopoulos; Victor E Velculescu; Shibin Zhou; Luis A Diaz; Kenneth W Kinzler
Journal:  Science       Date:  2013-03-29       Impact factor: 47.728

5.  Clinical validation of a next-generation sequencing screen for mutational hotspots in 46 cancer-related genes.

Authors:  Rajesh R Singh; Keyur P Patel; Mark J Routbort; Neelima G Reddy; Bedia A Barkoh; Brian Handal; Rashmi Kanagal-Shamanna; Wesley O Greaves; L Jeffrey Medeiros; Kenneth D Aldape; Rajyalakshmi Luthra
Journal:  J Mol Diagn       Date:  2013-06-26       Impact factor: 5.568

6.  Development and validation of a clinical cancer genomic profiling test based on massively parallel DNA sequencing.

Authors:  Garrett M Frampton; Alex Fichtenholtz; Geoff A Otto; Kai Wang; Sean R Downing; Jie He; Michael Schnall-Levin; Jared White; Eric M Sanford; Peter An; James Sun; Frank Juhn; Kristina Brennan; Kiel Iwanik; Ashley Maillet; Jamie Buell; Emily White; Mandy Zhao; Sohail Balasubramanian; Selmira Terzic; Tina Richards; Vera Banning; Lazaro Garcia; Kristen Mahoney; Zac Zwirko; Amy Donahue; Himisha Beltran; Juan Miguel Mosquera; Mark A Rubin; Snjezana Dogan; Cyrus V Hedvat; Michael F Berger; Lajos Pusztai; Matthias Lechner; Chris Boshoff; Mirna Jarosz; Christine Vietz; Alex Parker; Vincent A Miller; Jeffrey S Ross; John Curran; Maureen T Cronin; Philip J Stephens; Doron Lipson; Roman Yelensky
Journal:  Nat Biotechnol       Date:  2013-10-20       Impact factor: 54.908

7.  CanDrA: cancer-specific driver missense mutation annotation with optimized features.

Authors:  Yong Mao; Han Chen; Han Liang; Funda Meric-Bernstam; Gordon B Mills; Ken Chen
Journal:  PLoS One       Date:  2013-10-30       Impact factor: 3.240

8.  Discovery and saturation analysis of cancer genes across 21 tumour types.

Authors:  Michael S Lawrence; Petar Stojanov; Craig H Mermel; James T Robinson; Levi A Garraway; Todd R Golub; Matthew Meyerson; Stacey B Gabriel; Eric S Lander; Gad Getz
Journal:  Nature       Date:  2014-01-05       Impact factor: 49.962

9.  Germline mutations affecting the proofreading domains of POLE and POLD1 predispose to colorectal adenomas and carcinomas.

Authors:  Claire Palles; Jean-Baptiste Cazier; Kimberley M Howarth; Enric Domingo; Angela M Jones; Peter Broderick; Zoe Kemp; Sarah L Spain; Estrella Guarino; Estrella Guarino Almeida; Israel Salguero; Amy Sherborne; Daniel Chubb; Luis G Carvajal-Carmona; Yusanne Ma; Kulvinder Kaur; Sara Dobbins; Ella Barclay; Maggie Gorman; Lynn Martin; Michal B Kovac; Sean Humphray; Anneke Lucassen; Christopher C Holmes; David Bentley; Peter Donnelly; Jenny Taylor; Christos Petridis; Rebecca Roylance; Elinor J Sawyer; David J Kerr; Susan Clark; Jonathan Grimes; Stephen E Kearsey; Huw J W Thomas; Gilean McVean; Richard S Houlston; Ian Tomlinson
Journal:  Nat Genet       Date:  2012-12-23       Impact factor: 38.330

10.  Mutational landscape and significance across 12 major cancer types.

Authors:  Cyriac Kandoth; Michael D McLellan; Fabio Vandin; Kai Ye; Beifang Niu; Charles Lu; Mingchao Xie; Qunyuan Zhang; Joshua F McMichael; Matthew A Wyczalkowski; Mark D M Leiserson; Christopher A Miller; John S Welch; Matthew J Walter; Michael C Wendl; Timothy J Ley; Richard K Wilson; Benjamin J Raphael; Li Ding
Journal:  Nature       Date:  2013-10-17       Impact factor: 49.962

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  59 in total

1.  Sarcomatoid Renal Cell Carcinoma Has a Distinct Molecular Pathogenesis, Driver Mutation Profile, and Transcriptional Landscape.

Authors:  Zixing Wang; Tae Beom Kim; Bo Peng; Jose Karam; Chad Creighton; Aron Joon; Fumi Kawakami; Patricia Trevisan; Eric Jonasch; Chi-Wan Chow; Jaime Rodriguez Canales; Pheroze Tamboli; Nizar Tannir; Christopher Wood; Federico Monzon; Keith Baggerly; Marileila Varella-Garcia; Bogdan Czerniak; Ignacio Wistuba; Gordon Mills; Kenna Shaw; Ken Chen; Kanishka Sircar
Journal:  Clin Cancer Res       Date:  2017-07-14       Impact factor: 12.531

2.  Neoantigen identification strategies enable personalized immunotherapy in refractory solid tumors.

Authors:  Fangjun Chen; Zhengyun Zou; Juan Du; Shu Su; Jie Shao; Fanyan Meng; Ju Yang; Qiuping Xu; Naiqing Ding; Yang Yang; Qin Liu; Qin Wang; Zhichen Sun; Shujuan Zhou; Shiyao Du; Jia Wei; Baorui Liu
Journal:  J Clin Invest       Date:  2019-03-05       Impact factor: 14.808

3.  Prospective Clinical Sequencing of Adult Glioma.

Authors:  Siyuan Zheng; Kristin Alfaro-Munoz; Wei Wei; Xiaojing Wang; Fang Wang; Agda Karina Eterovic; Kenna R Mills Shaw; Funda Meric-Bernstam; Gregory N Fuller; Ken Chen; Roel G Verhaak; Gordon B Mills; W K Alfred Yung; Shiao-Pei Weathers; John F de Groot
Journal:  Mol Cancer Ther       Date:  2019-03-29       Impact factor: 6.261

4.  Variants with a low allele frequency detected in genomic DNA affect the accuracy of mutation detection in cell-free DNA by next-generation sequencing.

Authors:  Jacqueline F Wang; Xingxiang Pu; Xiaoshan Zhang; Ken Chen; Yuanxin Xi; Jing Wang; Xizeng Mao; Jianhua Zhang; John V Heymach; Mara B Antonoff; Wayne L Hofstetter; Reza J Mehran; David C Rice; Jack A Roth; Boris Sepesi; Stephen G Swisher; Ara A Vaporciyan; Garrett L Walsh; Qing H Meng; Kenna R Shaw; Agda Karina Eterovic; Bingliang Fang
Journal:  Cancer       Date:  2017-11-27       Impact factor: 6.860

5.  Targeting the HGF/MET Axis Counters Primary Resistance to KIT Inhibition in KIT-Mutant Melanoma.

Authors:  Junna Oba; Sun-Hee Kim; Wei-Lien Wang; Mariana P Macedo; Fernando Carapeto; Meredith A McKean; John Van Arnam; Agda K Eterovic; Shiraj Sen; Charuta R Kale; Xiaoxing Yu; Cara L Haymaker; Mark Routbort; Lauren E Haydu; Chantale Bernatchez; Alexander J Lazar; Elizabeth A Grimm; David S Hong; Scott E Woodman
Journal:  JCO Precis Oncol       Date:  2018-06-05

6.  Detection of Pathogenic Germline Variants Among Patients With Advanced Colorectal Cancer Undergoing Tumor Genomic Profiling for Precision Medicine.

Authors:  Y Nancy You; Ester Borras; Kyle Chang; Brandee A Price; Maureen Mork; George J Chang; Miguel A Rodriguez-Bigas; Brian K Bednarski; Funda Meric-Bernstam; Eduardo Vilar
Journal:  Dis Colon Rectum       Date:  2019-04       Impact factor: 4.585

7.  Poly ADP-ribose polymerase-1 as a potential therapeutic target in Merkel cell carcinoma.

Authors:  Renata Ferrarotto; Robert Cardnell; Shirley Su; Lixia Diao; A Karina Eterovic; Victor Prieto; William H Morrisson; Jing Wang; Merrill S Kies; Bonnie S Glisson; Lauren Averett Byers; Diana Bell
Journal:  Head Neck       Date:  2018-03-23       Impact factor: 3.147

8.  Genomic profiling of multifocal intrahepatic cholangiocarcinoma reveals intraindividual concordance of genetic alterations.

Authors:  Sung Hwan Lee; Eve B Simoneau; Tatiana Karpinets; P Andrew Futreal; Jianjun Zhang; Milind Javle; Jianhua Zhang; Jean-Nicolas Vauthey; Ju-Seog Lee; Jeannelyn S Estrella; Yun Shin Chun
Journal:  Carcinogenesis       Date:  2021-04-17       Impact factor: 4.944

9.  Highly multiplexed targeted DNA sequencing from single nuclei.

Authors:  Marco L Leung; Yong Wang; Charissa Kim; Ruli Gao; Jerry Jiang; Emi Sei; Nicholas E Navin
Journal:  Nat Protoc       Date:  2016-01-07       Impact factor: 13.491

10.  Clinical, Molecular, and Immune Analysis of Dabrafenib-Trametinib Combination Treatment for BRAF Inhibitor-Refractory Metastatic Melanoma: A Phase 2 Clinical Trial.

Authors:  Guo Chen; Jennifer L McQuade; David J Panka; Courtney W Hudgens; Ali Amin-Mansour; Xinmeng Jasmine Mu; Samira Bahl; Judit Jané-Valbuena; Khalida M Wani; Alexandre Reuben; Caitlyn A Creasy; Hong Jiang; Zachary A Cooper; Jason Roszik; Roland L Bassett; Aron Y Joon; Lauren M Simpson; Rosalind D Mouton; Isabella C Glitza; Sapna P Patel; Wen-Jen Hwu; Rodabe N Amaria; Adi Diab; Patrick Hwu; Alexander J Lazar; Jennifer A Wargo; Levi A Garraway; Michael T Tetzlaff; Ryan J Sullivan; Kevin B Kim; Michael A Davies
Journal:  JAMA Oncol       Date:  2016-08-01       Impact factor: 31.777

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