Mutational Signature 3 Detected from Clinical Panel Sequencing is Associated with Responses to Olaparib in Breast and Ovarian Cancers

被引:25
作者
Batalini, Felipe [1 ,2 ,3 ]
Gulhan, Doga C. [4 ]
Mao, Victor [4 ]
Tran, Antuan [4 ]
Polak, Madeline [1 ,5 ]
Xiong, Niya [1 ,6 ]
Tayob, Nabihah [1 ,6 ]
Tung, Nadine M. [1 ,2 ]
Winer, Eric P. [1 ,5 ]
Mayer, Erica L. [1 ,5 ]
Knappskog, Stian [7 ]
Lonning, Per E. [7 ]
Matulonis, Ursula A. [1 ,8 ]
Konstantinopoulos, Panagiotis A. [1 ,8 ]
Solit, David B. [9 ]
Won, Helen [9 ]
Eikesdal, Hans P. [7 ]
Park, Peter J. [4 ]
Wulf, Gerburg M. [1 ,2 ]
机构
[1] Harvard Med Sch, Dept Med, Boston, MA 02215 USA
[2] Beth Israel Deaconess Med Ctr, Div Med Oncol & Canc Res Inst, Boston, MA 02215 USA
[3] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[4] Harvard Med Sch, Dept Biomed Informat, Boston, MA 02215 USA
[5] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
[6] Dana Farber Canc Inst, Dept Data Sci, Boston, MA 02115 USA
[7] Univ Bergen, Dept Clin Sci, Bergen, Norway
[8] Dana Farber Canc Inst, Dept Gynecol Oncol, Boston, MA 02115 USA
[9] Mem Sloan Kettering Canc Ctr, 1275 York Ave, New York, NY 10021 USA
基金
美国国家卫生研究院;
关键词
PHASE-II; GENOMIC INSTABILITY; MAINTENANCE; DEFICIENCY; THERAPY; CARBOPLATIN; MONOTHERAPY; LANDSCAPE; REPAIR; BRCA1;
D O I
10.1158/1078-0432.CCR-22-0749
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: The identification of patients with homologous recombination deficiency (HRD) beyond BRCAJ/ 2 mutations is an urgent task, as they may benefit from PARP inhibitors. We have previously developed a method to detect mutational signa-ture 3 (Sig3), termed SigMA, associated with HRD from clinical panel sequencing data, that is able to reliably detect HRD from the limited sequencing data derived from gene-focused panel sequencing.Experimental Design: We apply this method to patients from two independent datasets: (i) high-grade serous ovarian cancer and triple-negative breast cancer (TNBC) from a phase Ib trial of the PARP inhibitor olaparib in combination with the PI3K inhibitor buparlisib (BKM120; NCT01623349), and (ii) TNBC patients who received neoadjuvant olaparib in the phase II PETREMAC trial (NCT02624973).Results: We find that Sig3 as detected by SigMA is positively associated with improved progression-free survival and objective responses. In addition, comparison of Sig3 detection in panel and exome-sequencing data from the same patient samples demon-strated highly concordant results and superior performance in comparison with the genomic instability score.Conclusions: Our analyses demonstrate that HRD can be detected reliably from panel-sequencing data that are obtained as part of routine clinical care, and that this approach can identify patients beyond those with germline BRCAJ/2mut who might benefit from PARP inhibitors. Prospective clinical utility testing is warranted.
引用
收藏
页码:4714 / 4723
页数:10
相关论文
共 44 条
[1]   The repertoire of mutational signatures in human cancer [J].
Alexandrov, Ludmil B. ;
Kim, Jaegil ;
Haradhvala, Nicholas J. ;
Huang, Mi Ni ;
Ng, Alvin Wei Tian ;
Wu, Yang ;
Boot, Arnoud ;
Covington, Kyle R. ;
Gordenin, Dmitry A. ;
Bergstrom, Erik N. ;
Islam, S. M. Ashiqul ;
Lopez-Bigas, Nuria ;
Klimczak, Leszek J. ;
McPherson, John R. ;
Morganella, Sandro ;
Sabarinathan, Radhakrishnan ;
Wheeler, David A. ;
Mustonen, Ville ;
Getz, Gad ;
Rozen, Steven G. ;
Stratton, Michael R. .
NATURE, 2020, 578 (7793) :94-+
[2]   Signatures of mutational processes in human cancer [J].
Alexandrov, Ludmil B. ;
Nik-Zainal, Serena ;
Wedge, David C. ;
Aparicio, Samuel A. J. R. ;
Behjati, Sam ;
Biankin, Andrew V. ;
Bignell, Graham R. ;
Bolli, Niccolo ;
Borg, Ake ;
Borresen-Dale, Anne-Lise ;
Boyault, Sandrine ;
Burkhardt, Birgit ;
Butler, Adam P. ;
Caldas, Carlos ;
Davies, Helen R. ;
Desmedt, Christine ;
Eils, Roland ;
Eyfjord, Jorunn Erla ;
Foekens, John A. ;
Greaves, Mel ;
Hosoda, Fumie ;
Hutter, Barbara ;
Ilicic, Tomislav ;
Imbeaud, Sandrine ;
Imielinsk, Marcin ;
Jaeger, Natalie ;
Jones, David T. W. ;
Jones, David ;
Knappskog, Stian ;
Kool, Marcel ;
Lakhani, Sunil R. ;
Lopez-Otin, Carlos ;
Martin, Sancha ;
Munshi, Nikhil C. ;
Nakamura, Hiromi ;
Northcott, Paul A. ;
Pajic, Marina ;
Papaemmanuil, Elli ;
Paradiso, Angelo ;
Pearson, John V. ;
Puente, Xose S. ;
Raine, Keiran ;
Ramakrishna, Manasa ;
Richardson, Andrea L. ;
Richter, Julia ;
Rosenstiel, Philip ;
Schlesner, Matthias ;
Schumacher, Ton N. ;
Span, Paul N. ;
Teague, Jon W. .
NATURE, 2013, 500 (7463) :415-+
[3]  
[Anonymous], 2016, The NCI Genomic Data Commons Launches
[4]   Pan-cancer analysis of whole genomes [J].
Campbell, Peter J. ;
Getz, Gad ;
Korbel, Jan O. ;
Stuart, Joshua M. ;
Jennings, Jennifer L. ;
Stein, Lincoln D. ;
Perry, Marc D. ;
Nahal-Bose, Hardeep K. ;
Ouellette, B. F. Francis ;
Li, Constance H. ;
Rheinbay, Esther ;
Nielsen, G. Petur ;
Sgroi, Dennis C. ;
Wu, Chin-Lee ;
Faquin, William C. ;
Deshpande, Vikram ;
Boutros, Paul C. ;
Lazar, Alexander J. ;
Hoadley, Katherine A. ;
Louis, David N. ;
Dursi, L. Jonathan ;
Yung, Christina K. ;
Bailey, Matthew H. ;
Saksena, Gordon ;
Raine, Keiran M. ;
Buchhalter, Ivo ;
Kleinheinz, Kortine ;
Schlesner, Matthias ;
Zhang, Junjun ;
Wang, Wenyi ;
Wheeler, David A. ;
Ding, Li ;
Simpson, Jared T. ;
O'Connor, Brian D. ;
Yakneen, Sergei ;
Ellrott, Kyle ;
Miyoshi, Naoki ;
Butler, Adam P. ;
Royo, Romina ;
Shorser, Solomon, I ;
Vazquez, Miguel ;
Rausch, Tobias ;
Tiao, Grace ;
Waszak, Sebastian M. ;
Rodriguez-Martin, Bernardo ;
Shringarpure, Suyash ;
Wu, Dai-Ying ;
Demidov, German M. ;
Delaneau, Olivier ;
Hayashi, Shuto .
NATURE, 2020, 578 (7793) :82-+
[5]   Absolute quantification of somatic DNA alterations in human cancer [J].
Carter, Scott L. ;
Cibulskis, Kristian ;
Helman, Elena ;
McKenna, Aaron ;
Shen, Hui ;
Zack, Travis ;
Laird, Peter W. ;
Onofrio, Robert C. ;
Winckler, Wendy ;
Weir, Barbara A. ;
Beroukhim, Rameen ;
Pellman, David ;
Levine, Douglas A. ;
Lander, Eric S. ;
Meyerson, Matthew ;
Getz, Gad .
NATURE BIOTECHNOLOGY, 2012, 30 (05) :413-+
[6]   Rucaparib maintenance treatment for recurrent ovarian carcinoma after response to platinum therapy (ARIEL3): a randomised, double-blind, placebo-controlled, phase 3 trial [J].
Coleman, Robert L. ;
Oza, Amit M. ;
Lorusso, Domenico ;
Aghajanian, Carol ;
Oaknin, Ana ;
Dean, Andrew ;
Colombo, Nicoletta ;
Weberpals, Johanne, I ;
Clamp, Andrew ;
Scambia, Giovanni ;
Leary, Alexandra ;
Holloway, Robert W. ;
Amenedo Gancedo, Margarita ;
Fong, Peter C. ;
Goh, Jeffrey C. ;
O'Malley, David M. ;
Armstrong, Deborah K. ;
Garcia-Donas, Jesus ;
Swisher, Elizabeth M. ;
Floquet, Anne ;
Konecny, Gottfried E. ;
McNeish, lain A. ;
Scott, Clare L. ;
Cameron, Terri ;
Maloney, Lara ;
Isaacson, Jeff ;
Goble, Sandra ;
Grace, Caroline ;
Harding, Thomas C. ;
Raponi, Mitch ;
Sun, James ;
Lin, Kevin K. ;
Giordano, Heidi ;
Ledermann, Jonathan A. .
LANCET, 2017, 390 (10106) :1949-1961
[7]   Mechanisms of PARP inhibitor sensitivity and resistance [J].
D'Andrea, Alan D. .
DNA REPAIR, 2018, 71 :172-176
[8]   HRDetect is a predictor of BRCA1 and BRCA2 deficiency based on mutational signatures [J].
Davies, Helen ;
Glodzik, Dominik ;
Morganella, Sandro ;
Yates, Lucy R. ;
Staaf, Johan ;
Zou, Xueqing ;
Ramakrishna, Manasa ;
Martin, Sancha ;
Boyault, Sandrine ;
Sieuwerts, Anieta M. ;
Simpson, Peter T. ;
King, Tari A. ;
Raine, Keiran ;
Eyfjord, Jorunn E. ;
Kong, Gu ;
Borg, Ake ;
Birney, Ewan ;
Stunnenberg, Hendrik G. ;
van de Vijver, Marc J. ;
Borresen-Dale, Anne-Lise ;
Martens, John W. M. ;
Span, Paul N. ;
Lakhani, Sunil R. ;
Vincent-Salomon, Anne ;
Sotiriou, Christos ;
Tutt, Andrew ;
Thompson, Alastair M. ;
Van Laere, Steven ;
Richardson, Andrea L. ;
Viari, Alain ;
Campbell, Peter J. ;
Stratton, Michael R. ;
Nik-Zainal, Serena .
NATURE MEDICINE, 2017, 23 (04) :517-+
[9]   Olaparib for Metastatic Castration-Resistant Prostate Cancer [J].
de Bono, J. ;
Mateo, J. ;
Fizazi, K. ;
Saad, F. ;
Shore, N. ;
Sandhu, S. ;
Chi, K. N. ;
Sartor, O. ;
Agarwal, N. ;
Olmos, D. ;
Thiery-Vuillemin, A. ;
Twardowski, P. ;
Mehra, N. ;
Goessl, C. ;
Kang, J. ;
Burgents, J. ;
Wu, W. ;
Kohlmann, A. ;
Adelman, C. A. ;
Hussain, M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2020, 382 (22) :2091-2102
[10]   Olaparib monotherapy as primary treatment in unselected triple negative breast cancer [J].
Eikesdal, H. P. ;
Yndestad, S. ;
Elzawahry, A. ;
Llop-Guevara, A. ;
Gilje, B. ;
Blix, E. S. ;
Espelid, H. ;
Lundgren, S. ;
Geisler, J. ;
Vagstad, G. ;
Venizelos, A. ;
Minsaas, L. ;
Leirvaag, B. ;
Gudlaugsson, E. G. ;
Vintermyr, O. K. ;
Aase, H. S. ;
Aas, T. ;
Balmana, J. ;
Serra, V ;
Janssen, E. A. M. ;
Knappskog, S. ;
Lonning, P. E. .
ANNALS OF ONCOLOGY, 2021, 32 (02) :240-249