Dezheng Huo1,2, Hai Hu3, Suhn K Rhie4,5, Eric R Gamazon6, Andrew D Cherniack7, Jianfang Liu3, Toshio F Yoshimatsu2, Jason J Pitt8, Katherine A Hoadley9, Melissa Troester10, Yuanbin Ru3, Tara Lichtenberg11, Lori A Sturtz3, Carl S Shelley12, Christopher C Benz13, Gordon B Mills14, Peter W Laird15, Craig D Shriver16, Charles M Perou9, Olufunmilayo I Olopade2,8. 1. Department of Public Health Sciences, The University of Chicago, Chicago, Illinois 2. Center for Clinical Cancer Genetics, Department of Medicine, The University of Chicago, Chicago, Illinois 3. Chan Soon-Shiong Institute of Molecular Medicine at Windber, Windber, Pennsylvania 4. Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles 5. Norris Comprehensive Cancer Center, University of Southern California, Los Angeles 6. Division of Genetic Medicine, Department of Medicine, Vanderbilt University, Nashville, Tennessee 7. The Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts 8. Committee of Genetics, Genomics, and Systems Biology, The University of Chicago, Chicago, Illinois 9. Department of Genetics and Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill 10. Department of Epidemiology, The University of North Carolina at Chapel Hill 11. The Research Institute, Nationwide Children’s Hospital, Columbus, Ohio 12. Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison 13. Buck Institute for Research on Aging, Novato, California 14. Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston 15. Center for Epigenetics, Van Andel Research Institute, Grand Rapids, Michigan 16. Clinical Breast Care Project, Murtha Cancer Center, Walter Reed National Military Medical Center/Uniformed Services University of the Health Sciences, Bethesda, Maryland
Abstract
Importance: African Americans have the highest breast cancer mortality rate. Although racial difference in the distribution of intrinsic subtypes of breast cancer is known, it is unclear if there are other inherent genomic differences that contribute to the survival disparities. Objectives: To investigate racial differences in breast cancer molecular features and survival and to estimate the heritability of breast cancer subtypes. Design, Setting, and Participants: Among a convenience cohort of patients with invasive breast cancer, breast tumor and matched normal tissue sample data (as of September 18, 2015) were obtained from The Cancer Genome Atlas. Main Outcomes and Measures: Breast cancer–free interval, tumor molecular features, and genetic variants. Results: Participants were 930 patients with breast cancer, including 154 black patients of African ancestry (mean [SD] age at diagnosis, 55.66 [13.01] years; 98.1% [n = 151] female) and 776 white patients of European ancestry (mean [SD] age at diagnosis, 59.51 [13.11] years; 99.0% [n = 768] female). Compared with white patients, black patients had a worse breast cancer-free interval (hazard ratio, HR=1.67; 95% CI, 1.02-2.74; P = .043). They had a higher likelihood of basal-like (odds ratio, 3.80; 95% CI, 2.46-5.87; P < .001) and human epidermal growth factor receptor 2 (ERBB2 [formerly HER2])–enriched (odds ratio, 2.22; 95% CI, 1.10-4.47; P = .027) breast cancer subtypes, with the Luminal A subtype as the reference. Blacks had more TP53 mutations and fewer PIK3CA mutations than whites. While most molecular differences were eliminated after adjusting for intrinsic subtype, the study found 16 DNA methylation probes, 4 DNA copy number segments, 1 protein, and 142 genes that were differentially expressed, with the gene-based signature having an excellent capacity for distinguishing breast tumors from black vs white patients (cross-validation C index, 0.878). Using germline genotypes, the heritability of breast cancer subtypes (basal vs nonbasal) was estimated to be 0.436 (P = 1.5 × 10−14). The estrogen receptor–positive polygenic risk score built from 89 known susceptibility variants was higher in blacks than in whites (difference, 0.24; P = 2.3 × 10−5), while the estrogen receptor–negative polygenic risk score was much higher in blacks than in whites (difference, 0.48; P = 2.8 × 10−11). Conclusions and Relevance: On the molecular level, after adjusting for intrinsic subtype frequency differences, this study found a modest number of genomic differences but a significant clinical survival outcome difference between blacks and whites in The Cancer Genome Atlas data set. Moreover, more than 40% of breast cancer subtype frequency differences could be explained by genetic variants. These data could form the basis for the development of molecular targeted therapies to improve clinical outcomes for the specific subtypes of breast cancers that disproportionately affect black women. Findings also indicate that personalized risk assessment and optimal treatment could reduce deaths from aggressive breast cancers for black women.
Importance: African Americans have the highest breast cancer mortality rate. Although racial difference in the distribution of intrinsic subtypes of breast cancer is known, it is unclear if there are other inherent genomic differences that contribute to the survival disparities. Objectives: To investigate racial differences in breast cancer molecular features and survival and to estimate the heritability of breast cancer subtypes. Design, Setting, and Participants: Among a convenience cohort of patients with invasive breast cancer, breast tumor and matched normal tissue sample data (as of September 18, 2015) were obtained from The Cancer Genome Atlas. Main Outcomes and Measures: Breast cancer–free interval, tumor molecular features, and genetic variants. Results: Participants were 930 patients with breast cancer, including 154 black patients of African ancestry (mean [SD] age at diagnosis, 55.66 [13.01] years; 98.1% [n = 151] female) and 776 white patients of European ancestry (mean [SD] age at diagnosis, 59.51 [13.11] years; 99.0% [n = 768] female). Compared with white patients, black patients had a worse breast cancer-free interval (hazard ratio, HR=1.67; 95% CI, 1.02-2.74; P = .043). They had a higher likelihood of basal-like (odds ratio, 3.80; 95% CI, 2.46-5.87; P < .001) and human epidermal growth factor receptor 2 (ERBB2 [formerly HER2])–enriched (odds ratio, 2.22; 95% CI, 1.10-4.47; P = .027) breast cancer subtypes, with the Luminal A subtype as the reference. Blacks had more TP53 mutations and fewer PIK3CA mutations than whites. While most molecular differences were eliminated after adjusting for intrinsic subtype, the study found 16 DNA methylation probes, 4 DNA copy number segments, 1 protein, and 142 genes that were differentially expressed, with the gene-based signature having an excellent capacity for distinguishing breast tumors from black vs white patients (cross-validation C index, 0.878). Using germline genotypes, the heritability of breast cancer subtypes (basal vs nonbasal) was estimated to be 0.436 (P = 1.5 × 10−14). The estrogen receptor–positive polygenic risk score built from 89 known susceptibility variants was higher in blacks than in whites (difference, 0.24; P = 2.3 × 10−5), while the estrogen receptor–negative polygenic risk score was much higher in blacks than in whites (difference, 0.48; P = 2.8 × 10−11). Conclusions and Relevance: On the molecular level, after adjusting for intrinsic subtype frequency differences, this study found a modest number of genomic differences but a significant clinical survival outcome difference between blacks and whites in The Cancer Genome Atlas data set. Moreover, more than 40% of breast cancer subtype frequency differences could be explained by genetic variants. These data could form the basis for the development of molecular targeted therapies to improve clinical outcomes for the specific subtypes of breast cancers that disproportionately affect black women. Findings also indicate that personalized risk assessment and optimal treatment could reduce deaths from aggressive breast cancers for black women.
Authors: Carol E DeSantis; Stacey A Fedewa; Ann Goding Sauer; Joan L Kramer; Robert A Smith; Ahmedin Jemal Journal: CA Cancer J Clin Date: 2015-10-29 Impact factor: 508.702
Authors: Monica D'Arcy; Jodie Fleming; Whitney R Robinson; Erin L Kirk; Charles M Perou; Melissa A Troester Journal: Breast Cancer Res Treat Date: 2015-06-25 Impact factor: 4.872
Authors: Lori A Field; Brad Love; Brenda Deyarmin; Jeffrey A Hooke; Craig D Shriver; Rachel E Ellsworth Journal: Cancer Date: 2011-07-28 Impact factor: 6.860
Authors: Dezheng Huo; Ye Feng; Stephen Haddad; Yonglan Zheng; Song Yao; Yoo-Jeong Han; Temidayo O Ogundiran; Clement Adebamowo; Oladosu Ojengbede; Adeyinka G Falusi; Wei Zheng; William Blot; Qiuyin Cai; Lisa Signorello; Esther M John; Leslie Bernstein; Jennifer J Hu; Regina G Ziegler; Sarah Nyante; Elisa V Bandera; Sue A Ingles; Michael F Press; Sandra L Deming; Jorge L Rodriguez-Gil; Katherine L Nathanson; Susan M Domchek; Timothy R Rebbeck; Edward A Ruiz-Narváez; Lara E Sucheston-Campbell; Jeannette T Bensen; Michael S Simon; Anselm Hennis; Barbara Nemesure; M Cristina Leske; Stefan Ambs; Lin S Chen; Frank Qian; Eric R Gamazon; Kathryn L Lunetta; Nancy J Cox; Stephen J Chanock; Laurence N Kolonel; Andrew F Olshan; Christine B Ambrosone; Olufunmilayo I Olopade; Julie R Palmer; Christopher A Haiman Journal: Hum Mol Genet Date: 2016-11-01 Impact factor: 6.150
Authors: Chukwuemeka U Ihemelandu; LaSalle D Leffall; Robert L Dewitty; Tammey J Naab; Haile M Mezghebe; Kepher H Makambi; Lucile Adams-Campbell; Wayne A Frederick Journal: J Surg Res Date: 2007-11 Impact factor: 2.192
Authors: Joel S Parker; Michael Mullins; Maggie C U Cheang; Samuel Leung; David Voduc; Tammi Vickery; Sherri Davies; Christiane Fauron; Xiaping He; Zhiyuan Hu; John F Quackenbush; Inge J Stijleman; Juan Palazzo; J S Marron; Andrew B Nobel; Elaine Mardis; Torsten O Nielsen; Matthew J Ellis; Charles M Perou; Philip S Bernard Journal: J Clin Oncol Date: 2009-02-09 Impact factor: 44.544
Authors: Giovanni Ciriello; Michael L Gatza; Andrew H Beck; Matthew D Wilkerson; Suhn K Rhie; Alessandro Pastore; Hailei Zhang; Michael McLellan; Christina Yau; Cyriac Kandoth; Reanne Bowlby; Hui Shen; Sikander Hayat; Robert Fieldhouse; Susan C Lester; Gary M K Tse; Rachel E Factor; Laura C Collins; Kimberly H Allison; Yunn-Yi Chen; Kristin Jensen; Nicole B Johnson; Steffi Oesterreich; Gordon B Mills; Andrew D Cherniack; Gordon Robertson; Christopher Benz; Chris Sander; Peter W Laird; Katherine A Hoadley; Tari A King; Charles M Perou Journal: Cell Date: 2015-10-08 Impact factor: 41.582
Authors: Matthew D Wilkerson; Christopher R Cabanski; Wei Sun; Katherine A Hoadley; Vonn Walter; Lisle E Mose; Melissa A Troester; Peter S Hammerman; Joel S Parker; Charles M Perou; D Neil Hayes Journal: Nucleic Acids Res Date: 2014-06-26 Impact factor: 16.971
Authors: Nasim Mavaddat; Paul D P Pharoah; Kyriaki Michailidou; Jonathan Tyrer; Mark N Brook; Manjeet K Bolla; Qin Wang; Joe Dennis; Alison M Dunning; Mitul Shah; Robert Luben; Judith Brown; Stig E Bojesen; Børge G Nordestgaard; Sune F Nielsen; Henrik Flyger; Kamila Czene; Hatef Darabi; Mikael Eriksson; Julian Peto; Isabel Dos-Santos-Silva; Frank Dudbridge; Nichola Johnson; Marjanka K Schmidt; Annegien Broeks; Senno Verhoef; Emiel J Rutgers; Anthony Swerdlow; Alan Ashworth; Nick Orr; Minouk J Schoemaker; Jonine Figueroa; Stephen J Chanock; Louise Brinton; Jolanta Lissowska; Fergus J Couch; Janet E Olson; Celine Vachon; Vernon S Pankratz; Diether Lambrechts; Hans Wildiers; Chantal Van Ongeval; Erik van Limbergen; Vessela Kristensen; Grethe Grenaker Alnæs; Silje Nord; Anne-Lise Borresen-Dale; Heli Nevanlinna; Taru A Muranen; Kristiina Aittomäki; Carl Blomqvist; Jenny Chang-Claude; Anja Rudolph; Petra Seibold; Dieter Flesch-Janys; Peter A Fasching; Lothar Haeberle; Arif B Ekici; Matthias W Beckmann; Barbara Burwinkel; Frederik Marme; Andreas Schneeweiss; Christof Sohn; Amy Trentham-Dietz; Polly Newcomb; Linda Titus; Kathleen M Egan; David J Hunter; Sara Lindstrom; Rulla M Tamimi; Peter Kraft; Nazneen Rahman; Clare Turnbull; Anthony Renwick; Sheila Seal; Jingmei Li; Jianjun Liu; Keith Humphreys; Javier Benitez; M Pilar Zamora; Jose Ignacio Arias Perez; Primitiva Menéndez; Anna Jakubowska; Jan Lubinski; Katarzyna Jaworska-Bieniek; Katarzyna Durda; Natalia V Bogdanova; Natalia N Antonenkova; Thilo Dörk; Hoda Anton-Culver; Susan L Neuhausen; Argyrios Ziogas; Leslie Bernstein; Peter Devilee; Robert A E M Tollenaar; Caroline Seynaeve; Christi J van Asperen; Angela Cox; Simon S Cross; Malcolm W R Reed; Elza Khusnutdinova; Marina Bermisheva; Darya Prokofyeva; Zalina Takhirova; Alfons Meindl; Rita K Schmutzler; Christian Sutter; Rongxi Yang; Peter Schürmann; Michael Bremer; Hans Christiansen; Tjoung-Won Park-Simon; Peter Hillemanns; Pascal Guénel; Thérèse Truong; Florence Menegaux; Marie Sanchez; Paolo Radice; Paolo Peterlongo; Siranoush Manoukian; Valeria Pensotti; John L Hopper; Helen Tsimiklis; Carmel Apicella; Melissa C Southey; Hiltrud Brauch; Thomas Brüning; Yon-Dschun Ko; Alice J Sigurdson; Michele M Doody; Ute Hamann; Diana Torres; Hans-Ulrich Ulmer; Asta Försti; Elinor J Sawyer; Ian Tomlinson; Michael J Kerin; Nicola Miller; Irene L Andrulis; Julia A Knight; Gord Glendon; Anna Marie Mulligan; Georgia Chenevix-Trench; Rosemary Balleine; Graham G Giles; Roger L Milne; Catriona McLean; Annika Lindblom; Sara Margolin; Christopher A Haiman; Brian E Henderson; Fredrick Schumacher; Loic Le Marchand; Ursula Eilber; Shan Wang-Gohrke; Maartje J Hooning; Antoinette Hollestelle; Ans M W van den Ouweland; Linetta B Koppert; Jane Carpenter; Christine Clarke; Rodney Scott; Arto Mannermaa; Vesa Kataja; Veli-Matti Kosma; Jaana M Hartikainen; Hermann Brenner; Volker Arndt; Christa Stegmaier; Aida Karina Dieffenbach; Robert Winqvist; Katri Pylkäs; Arja Jukkola-Vuorinen; Mervi Grip; Kenneth Offit; Joseph Vijai; Mark Robson; Rohini Rau-Murthy; Miriam Dwek; Ruth Swann; Katherine Annie Perkins; Mark S Goldberg; France Labrèche; Martine Dumont; Diana M Eccles; William J Tapper; Sajjad Rafiq; Esther M John; Alice S Whittemore; Susan Slager; Drakoulis Yannoukakos; Amanda E Toland; Song Yao; Wei Zheng; Sandra L Halverson; Anna González-Neira; Guillermo Pita; M Rosario Alonso; Nuria Álvarez; Daniel Herrero; Daniel C Tessier; Daniel Vincent; Francois Bacot; Craig Luccarini; Caroline Baynes; Shahana Ahmed; Mel Maranian; Catherine S Healey; Jacques Simard; Per Hall; Douglas F Easton; Montserrat Garcia-Closas Journal: J Natl Cancer Inst Date: 2015-04-08 Impact factor: 13.506
Authors: S David Nathanson; David Krag; Henry M Kuerer; Lisa A Newman; Markus Brown; Dontscho Kerjaschki; Ethel R Pereira; Timothy P Padera Journal: Clin Exp Metastasis Date: 2018-05-23 Impact factor: 5.150
Authors: Tess O'Meara; Anton Safonov; David Casadevall; Tao Qing; Andrea Silber; Brigid Killelea; Christos Hatzis; Lajos Pusztai Journal: Breast Cancer Res Treat Date: 2019-02-06 Impact factor: 4.872
Authors: Angela R Omilian; Lei Wei; Chi-Chen Hong; Elisa V Bandera; Song Liu; Thaer Khoury; Christine B Ambrosone; Song Yao Journal: Breast Cancer Res Treat Date: 2020-05-21 Impact factor: 4.872