Lessons learned from the application of whole-genome analysis to the treatment of patients with advanced cancers

被引:94
作者
Laskin, Janessa [1 ]
Jones, Steven [2 ]
Aparicio, Samuel [3 ]
Chia, Stephen [1 ]
Ch'ng, Carolyn [2 ]
Deyell, Rebecca [4 ]
Eirew, Peter [3 ]
Fok, Alexandra [2 ]
Gelmon, Karen [1 ]
Ho, Cheryl [1 ]
Huntsman, David [3 ,5 ]
Jones, Martin [2 ]
Kasaian, Katayoon [2 ]
Karsan, Aly [1 ,2 ]
Leelakumari, Sreeja [2 ]
Li, Yvonne [2 ]
Lim, Howard [1 ]
Ma, Yussanne [2 ]
Mar, Colin [6 ]
Martin, Monty [6 ]
Moore, Richard [2 ]
Mungall, Andrew [2 ]
Mungall, Karen [2 ]
Pleasance, Erin [2 ]
Rod Rassekh, S. [4 ]
Renouf, Daniel [1 ]
Shen, Yaoqing [2 ]
Schein, Jacqueline [2 ]
Schrader, Kasmintan [7 ]
Sun, Sophie [1 ]
Tinker, Anna [1 ]
Zhao, Eric [2 ]
Yip, Stephen [1 ]
Marra, Marco A. [2 ,7 ]
机构
[1] British Columbia Canc Agcy, Div Med Oncol, Vancouver, BC V5Z 4E6, Canada
[2] British Columbia Canc Agcy, Canadas Michael Smith Genome Sci Ctr, Vancouver, BC V5Z 4E6, Canada
[3] British Columbia Canc Agcy, Dept Mol Oncol, BC Canc Agcy, Vancouver, BC V5Z 1L3, Canada
[4] BC Childrens Hosp, Dept Pediat, Vancouver, BC V6H 3V4, Canada
[5] Univ British Columbia, Pathol & Lab Med, Vancouver, BC V6T 1Z4, Canada
[6] British Columbia Canc Agcy, Diagnost Imaging Dept, Vancouver, BC V5Z 4E6, Canada
[7] Univ British Columbia, Dept Med Genet, Vancouver, BC V6T 1Z4, Canada
关键词
D O I
10.1101/mcs.a000570
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Given the success of targeted agents in specific populations it is expected that some degree of molecular biomarker testing will become standard of care for many, if not all, cancers. To facilitate this, cancer centers worldwide are experimenting with targeted "panel" sequencing of selected mutations. Recent advances in genomic technology enable the generation of genome-scale data sets for individual patients. Recognizing the risk, inherent in panel sequencing, of failing to detect meaningful somatic alterations, we sought to establish processes to integrate data from whole-genome analysis (WGA) into routine cancer care. Between June 2012 and August 2014, 100 adult patients with incurable cancers consented to participate in the Personalized OncoGenomics (POG) study. Fresh tumor and blood samples were obtained and used for whole-genome and RNA sequencing. Computational approaches were used to identify candidate driver mutations, genes, and pathways. Diagnostic and drug information were then sought based on these candidate "drivers." Reports were generated and discussed weekly in a multidisciplinary team setting. Other multidisciplinary working groups were assembled to establish guidelines on the interpretation, communication, and integration of individual genomic findings into patient care. Of 78 patients for whom WGA was possible, results were considered actionable in 55 cases. In 23 of these 55 cases, the patients received treatments motivated by WGA. Our experience indicates that a multidisciplinary team of clinicians and scientists can implement a paradigm in which WGA is integrated into the care of late stage cancer patients to inform systemic therapy decisions.
引用
收藏
页数:14
相关论文
共 21 条
[11]   Existing and Emerging Technologies for Tumor Genomic Profiling [J].
MacConaill, Laura E. .
JOURNAL OF CLINICAL ONCOLOGY, 2013, 31 (15) :1815-1824
[12]   Building a Personalized Medicine Infrastructure at a Major Cancer Center [J].
Meric-Bernstam, Funda ;
Farhangfar, Carol ;
Mendelsohn, John ;
Mills, Gordon B. .
JOURNAL OF CLINICAL ONCOLOGY, 2013, 31 (15) :1849-1857
[13]   EGFR mutations in lung cancer:: Correlation with clinical response to gefitinib therapy [J].
Paez, JG ;
Jänne, PA ;
Lee, JC ;
Tracy, S ;
Greulich, H ;
Gabriel, S ;
Herman, P ;
Kaye, FJ ;
Lindeman, N ;
Boggon, TJ ;
Naoki, K ;
Sasaki, H ;
Fujii, Y ;
Eck, MJ ;
Sellers, WR ;
Johnson, BE ;
Meyerson, M .
SCIENCE, 2004, 304 (5676) :1497-1500
[14]   EGF receptor gene mutations are common in lung cancers from "never smokers" and are associated with sensitivity of tumors to gefitinib and erlotinib [J].
Pao, W ;
Miller, V ;
Zakowski, M ;
Doherty, J ;
Politi, K ;
Sarkaria, I ;
Singh, B ;
Heelan, R ;
Rusch, V ;
Fulton, L ;
Mardis, E ;
Kupfer, D ;
Wilson, R ;
Kris, M ;
Varmus, H .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (36) :13306-13311
[15]   The clonal and mutational evolution spectrum of primary triple-negative breast cancers [J].
Shah, Sohrab P. ;
Roth, Andrew ;
Goya, Rodrigo ;
Oloumi, Arusha ;
Ha, Gavin ;
Zhao, Yongjun ;
Turashvili, Gulisa ;
Ding, Jiarui ;
Tse, Kane ;
Haffari, Gholamreza ;
Bashashati, Ali ;
Prentice, Leah M. ;
Khattra, Jaswinder ;
Burleigh, Angela ;
Yap, Damian ;
Bernard, Virginie ;
McPherson, Andrew ;
Shumansky, Karey ;
Crisan, Anamaria ;
Giuliany, Ryan ;
Heravi-Moussavi, Alireza ;
Rosner, Jamie ;
Lai, Daniel ;
Birol, Inanc ;
Varhol, Richard ;
Tam, Angela ;
Dhalla, Noreen ;
Zeng, Thomas ;
Ma, Kevin ;
Chan, Simon K. ;
Griffith, Malachi ;
Moradian, Annie ;
Cheng, S. -W. Grace ;
Morin, Gregg B. ;
Watson, Peter ;
Gelmon, Karen ;
Chia, Stephen ;
Chin, Suet-Feung ;
Curtis, Christina ;
Rueda, Oscar M. ;
Pharoah, Paul D. ;
Damaraju, Sambasivarao ;
Mackey, John ;
Hoon, Kelly ;
Harkins, Timothy ;
Tadigotla, Vasisht ;
Sigaroudinia, Mahvash ;
Gascard, Philippe ;
Tlsty, Thea ;
Costello, Joseph F. .
NATURE, 2012, 486 (7403) :395-399
[16]   Clinical Validation of a Next-Generation Sequencing Screen for Mutational Hotspots in 46 Cancer-Related Genes [J].
Singh, Rajesh R. ;
Patel, Keyur P. ;
Routbort, Mark J. ;
Reddy, Neelima G. ;
Barkoh, Bedia A. ;
Handal, Brian ;
Kanagal-Shamanna, Rashmi ;
Greaves, Wesley O. ;
Medeiros, L. Jeffrey ;
Aldape, Kenneth D. ;
Luthra, Rajyalakshmi .
JOURNAL OF MOLECULAR DIAGNOSTICS, 2013, 15 (05) :607-622
[17]   Use of chemotherapy plus a monoclonal antibody against HER2 for metastatic breast cancer that overexpresses HER2. [J].
Slamon, DJ ;
Leyland-Jones, B ;
Shak, S ;
Fuchs, H ;
Paton, V ;
Bajamonde, A ;
Fleming, T ;
Eiermann, W ;
Wolter, J ;
Pegram, M ;
Baselga, J ;
Norton, L .
NEW ENGLAND JOURNAL OF MEDICINE, 2001, 344 (11) :783-792
[18]   Designing Transformative Clinical Trials in the Cancer Genome Era [J].
Sleijfer, Stefan ;
Bogaerts, Jan ;
Siu, Lillian L. .
JOURNAL OF CLINICAL ONCOLOGY, 2013, 31 (15) :1834-+
[19]   Deep Sequencing Identifies IDH1 R132S Mutation in Adult Medulloblastoma [J].
Snuderl, Matija ;
Triscott, Joanna ;
Northcott, Paul A. ;
Shih, Helen A. ;
Kong, Esther ;
Robinson, Hayley ;
Dunn, Sandra E. ;
Iafrate, A. John ;
Yip, Stephen .
JOURNAL OF CLINICAL ONCOLOGY, 2015, 33 (06) :E27-E31
[20]   Personalized Medicine in a Phase I Clinical Trials Program: The MD Anderson Cancer Center Initiative [J].
Tsimberidou, Apostolia-Maria ;
Iskander, Nancy G. ;
Hong, David S. ;
Wheler, Jennifer J. ;
Falchook, Gerald S. ;
Fu, Siqing ;
Piha-Paul, Sarina ;
Naing, Aung ;
Janku, Filip ;
Luthra, Rajyalakshmi ;
Ye, Yang ;
Wen, Sijin ;
Berry, Donald ;
Kurzrock, Razelle .
CLINICAL CANCER RESEARCH, 2012, 18 (22) :6373-6383