Literature DB >> 33769540

Evaluating Polygenic Risk Scores for Breast Cancer in Women of African Ancestry.

Zhaohui Du1,2, Guimin Gao3, Babatunde Adedokun3, Thomas Ahearn4, Kathryn L Lunetta5, Gary Zirpoli6, Melissa A Troester7, Edward A Ruiz-Narváez6, Stephen A Haddad6, Parichoy PalChoudhury4, Jonine Figueroa4,8,9, Esther M John10,11, Leslie Bernstein12, Wei Zheng13, Jennifer J Hu14, Regina G Ziegler4, Sarah Nyante15, Elisa V Bandera16, Sue A Ingles1, Nicholas Mancuso1, Michael F Press17, Sandra L Deming13, Jorge L Rodriguez-Gil18,19, Song Yao20, Temidayo O Ogundiran21, Oladosu Ojengbe22, Manjeet K Bolla23, Joe Dennis23, Alison M Dunning24, Douglas F Easton24, Kyriaki Michailidou25, Paul D P Pharoah24, Dale P Sandler26, Jack A Taylor26, Qin Wang23, Clarice R Weinberg27, Cari M Kitahara28, William Blot13,29, Katherine L Nathanson30, Anselm Hennis31, Barbara Nemesure32, Stefan Ambs33, Lara E Sucheston-Campbell34,35, Jeannette T Bensen7, Stephen J Chanock4, Andrew F Olshan36, Christine B Ambrosone20, Olufunmilayo I Olopade37, Joel Yarney38, Baffour Awuah39, Beatrice Wiafe-Addai40, David V Conti, Julie R Palmer6, Montserrat Garcia-Closas4, Dezheng Huo3, Christopher A Haiman1.   

Abstract

BACKGROUND: Polygenic risk scores (PRSs) have been demonstrated to identify women of European, Asian, and Latino ancestry at elevated risk of developing breast cancer (BC). We evaluated the performance of existing PRSs trained in European ancestry populations among women of African ancestry.
METHODS: We assembled genotype data for women of African ancestry, including 9241 case subjects and 10 193 control subjects. We evaluated associations of 179- and 313-variant PRSs with overall and subtype-specific BC risk. PRS discriminatory accuracy was assessed using area under the receiver operating characteristic curve. We also evaluated a recalibrated PRS, replacing the index variant with variants in each region that better captured risk in women of African ancestry and estimated lifetime absolute risk of BC in African Americans by PRS category.
RESULTS: For overall BC, the odds ratio per SD of the 313-variant PRS (PRS313) was 1.27 (95% confidence interval [CI] = 1.23 to 1.31), with an area under the receiver operating characteristic curve of 0.571 (95% CI = 0.562 to 0.579). Compared with women with average risk (40th-60th PRS percentile), women in the top decile of PRS313 had a 1.54-fold increased risk (95% CI = 1.38-fold to 1.72-fold). By age 85 years, the absolute risk of overall BC was 19.6% for African American women in the top 1% of PRS313 and 6.7% for those in the lowest 1%. The recalibrated PRS did not improve BC risk prediction.
CONCLUSION: The PRSs stratify BC risk in women of African ancestry, with attenuated performance compared with that reported in European, Asian, and Latina populations. Future work is needed to improve BC risk stratification for women of African ancestry.
© The Author(s) 2021. Published by Oxford University Press. All rights reserved. For permissions, please email: journals.permissions@oup.com.

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Year:  2021        PMID: 33769540      PMCID: PMC8418423          DOI: 10.1093/jnci/djab050

Source DB:  PubMed          Journal:  J Natl Cancer Inst        ISSN: 0027-8874            Impact factor:   11.816


  35 in total

1.  Addition of a 161-SNP polygenic risk score to family history-based risk prediction: impact on clinical management in non-BRCA1/2 breast cancer families.

Authors:  Inge M M Lakeman; Florentine S Hilbers; Mar Rodríguez-Girondo; Andrew Lee; Maaike P G Vreeswijk; Antoinette Hollestelle; Caroline Seynaeve; Hanne Meijers-Heijboer; Jan C Oosterwijk; Nicoline Hoogerbrugge; Edith Olah; Hans F A Vasen; Christi J van Asperen; Peter Devilee
Journal:  J Med Genet       Date:  2019-06-11       Impact factor: 6.318

Review 2.  Clinical use of current polygenic risk scores may exacerbate health disparities.

Authors:  Alicia R Martin; Masahiro Kanai; Yoichiro Kamatani; Yukinori Okada; Benjamin M Neale; Mark J Daly
Journal:  Nat Genet       Date:  2019-03-29       Impact factor: 38.330

3.  Prospective evaluation of a breast-cancer risk model integrating classical risk factors and polygenic risk in 15 cohorts from six countries.

Authors:  Amber N Hurson; Parichoy Pal Choudhury; Chi Gao; Anika Hüsing; Mikael Eriksson; Min Shi; Michael E Jones; D Gareth R Evans; Roger L Milne; Mia M Gaudet; Celine M Vachon; Daniel I Chasman; Douglas F Easton; Marjanka K Schmidt; Peter Kraft; Montserrat Garcia-Closas; Nilanjan Chatterjee
Journal:  Int J Epidemiol       Date:  2021-03-23       Impact factor: 9.685

4.  A genome-wide association study of breast cancer in women of African ancestry.

Authors:  Fang Chen; Gary K Chen; Daniel O Stram; Robert C Millikan; Christine B Ambrosone; Esther M John; Leslie Bernstein; Wei Zheng; Julie R Palmer; Jennifer J Hu; Tim R Rebbeck; Regina G Ziegler; Sarah Nyante; Elisa V Bandera; Sue A Ingles; Michael F Press; Edward A Ruiz-Narvaez; Sandra L Deming; Jorge L Rodriguez-Gil; Angela Demichele; Stephen J Chanock; William Blot; Lisa Signorello; Qiuyin Cai; Guoliang Li; Jirong Long; Dezheng Huo; Yonglan Zheng; Nancy J Cox; Olufunmilayo I Olopade; Temidayo O Ogundiran; Clement Adebamowo; Katherine L Nathanson; Susan M Domchek; Michael S Simon; Anselm Hennis; Barbara Nemesure; Suh-Yuh Wu; M Cristina Leske; Stefan Ambs; Carolyn M Hutter; Alicia Young; Charles Kooperberg; Ulrike Peters; Suhn K Rhie; Peggy Wan; Xin Sheng; Loreall C Pooler; David J Van Den Berg; Loic Le Marchand; Laurence N Kolonel; Brian E Henderson; Christopher A Haiman
Journal:  Hum Genet       Date:  2012-08-25       Impact factor: 4.132

5.  A collaborative study of the etiology of breast cancer subtypes in African American women: the AMBER consortium.

Authors:  Julie R Palmer; Christine B Ambrosone; Andrew F Olshan
Journal:  Cancer Causes Control       Date:  2013-12-17       Impact factor: 2.506

6.  Using Genetic Distance to Infer the Accuracy of Genomic Prediction.

Authors:  Marco Scutari; Ian Mackay; David Balding
Journal:  PLoS Genet       Date:  2016-09-02       Impact factor: 5.917

7.  Prediction of breast cancer risk based on common genetic variants in women of East Asian ancestry.

Authors:  Wanqing Wen; Xiao-Ou Shu; Xingyi Guo; Qiuyin Cai; Jirong Long; Manjeet K Bolla; Kyriaki Michailidou; Joe Dennis; Qin Wang; Yu-Tang Gao; Ying Zheng; Alison M Dunning; Montserrat García-Closas; Paul Brennan; Shou-Tung Chen; Ji-Yeob Choi; Mikael Hartman; Hidemi Ito; Artitaya Lophatananon; Keitaro Matsuo; Hui Miao; Kenneth Muir; Suleeporn Sangrajrang; Chen-Yang Shen; Soo H Teo; Chiu-Chen Tseng; Anna H Wu; Cheng Har Yip; Jacques Simard; Paul D P Pharoah; Per Hall; Daehee Kang; Yongbing Xiang; Douglas F Easton; Wei Zheng
Journal:  Breast Cancer Res       Date:  2016-12-08       Impact factor: 6.466

8.  Polygenic Risk Scores for Prediction of Breast Cancer and Breast Cancer Subtypes.

Authors:  Nasim Mavaddat; Kyriaki Michailidou; Joe Dennis; Michael Lush; Laura Fachal; Andrew Lee; Jonathan P Tyrer; Ting-Huei Chen; Qin Wang; Manjeet K Bolla; Xin Yang; Muriel A Adank; Thomas Ahearn; Kristiina Aittomäki; Jamie Allen; Irene L Andrulis; Hoda Anton-Culver; Natalia N Antonenkova; Volker Arndt; Kristan J Aronson; Paul L Auer; Päivi Auvinen; Myrto Barrdahl; Laura E Beane Freeman; Matthias W Beckmann; Sabine Behrens; Javier Benitez; Marina Bermisheva; Leslie Bernstein; Carl Blomqvist; Natalia V Bogdanova; Stig E Bojesen; Bernardo Bonanni; Anne-Lise Børresen-Dale; Hiltrud Brauch; Michael Bremer; Hermann Brenner; Adam Brentnall; Ian W Brock; Angela Brooks-Wilson; Sara Y Brucker; Thomas Brüning; Barbara Burwinkel; Daniele Campa; Brian D Carter; Jose E Castelao; Stephen J Chanock; Rowan Chlebowski; Hans Christiansen; Christine L Clarke; J Margriet Collée; Emilie Cordina-Duverger; Sten Cornelissen; Fergus J Couch; Angela Cox; Simon S Cross; Kamila Czene; Mary B Daly; Peter Devilee; Thilo Dörk; Isabel Dos-Santos-Silva; Martine Dumont; Lorraine Durcan; Miriam Dwek; Diana M Eccles; Arif B Ekici; A Heather Eliassen; Carolina Ellberg; Christoph Engel; Mikael Eriksson; D Gareth Evans; Peter A Fasching; Jonine Figueroa; Olivia Fletcher; Henrik Flyger; Asta Försti; Lin Fritschi; Marike Gabrielson; Manuela Gago-Dominguez; Susan M Gapstur; José A García-Sáenz; Mia M Gaudet; Vassilios Georgoulias; Graham G Giles; Irina R Gilyazova; Gord Glendon; Mark S Goldberg; David E Goldgar; Anna González-Neira; Grethe I Grenaker Alnæs; Mervi Grip; Jacek Gronwald; Anne Grundy; Pascal Guénel; Lothar Haeberle; Eric Hahnen; Christopher A Haiman; Niclas Håkansson; Ute Hamann; Susan E Hankinson; Elaine F Harkness; Steven N Hart; Wei He; Alexander Hein; Jane Heyworth; Peter Hillemanns; Antoinette Hollestelle; Maartje J Hooning; Robert N Hoover; John L Hopper; Anthony Howell; Guanmengqian Huang; Keith Humphreys; David J Hunter; Milena Jakimovska; Anna Jakubowska; Wolfgang Janni; Esther M John; Nichola Johnson; Michael E Jones; Arja Jukkola-Vuorinen; Audrey Jung; Rudolf Kaaks; Katarzyna Kaczmarek; Vesa Kataja; Renske Keeman; Michael J Kerin; Elza Khusnutdinova; Johanna I Kiiski; Julia A Knight; Yon-Dschun Ko; Veli-Matti Kosma; Stella Koutros; Vessela N Kristensen; Ute Krüger; Tabea Kühl; Diether Lambrechts; Loic Le Marchand; Eunjung Lee; Flavio Lejbkowicz; Jenna Lilyquist; Annika Lindblom; Sara Lindström; Jolanta Lissowska; Wing-Yee Lo; Sibylle Loibl; Jirong Long; Jan Lubiński; Michael P Lux; Robert J MacInnis; Tom Maishman; Enes Makalic; Ivana Maleva Kostovska; Arto Mannermaa; Siranoush Manoukian; Sara Margolin; John W M Martens; Maria Elena Martinez; Dimitrios Mavroudis; Catriona McLean; Alfons Meindl; Usha Menon; Pooja Middha; Nicola Miller; Fernando Moreno; Anna Marie Mulligan; Claire Mulot; Victor M Muñoz-Garzon; Susan L Neuhausen; Heli Nevanlinna; Patrick Neven; William G Newman; Sune F Nielsen; Børge G Nordestgaard; Aaron Norman; Kenneth Offit; Janet E Olson; Håkan Olsson; Nick Orr; V Shane Pankratz; Tjoung-Won Park-Simon; Jose I A Perez; Clara Pérez-Barrios; Paolo Peterlongo; Julian Peto; Mila Pinchev; Dijana Plaseska-Karanfilska; Eric C Polley; Ross Prentice; Nadege Presneau; Darya Prokofyeva; Kristen Purrington; Katri Pylkäs; Brigitte Rack; Paolo Radice; Rohini Rau-Murthy; Gad Rennert; Hedy S Rennert; Valerie Rhenius; Mark Robson; Atocha Romero; Kathryn J Ruddy; Matthias Ruebner; Emmanouil Saloustros; Dale P Sandler; Elinor J Sawyer; Daniel F Schmidt; Rita K Schmutzler; Andreas Schneeweiss; Minouk J Schoemaker; Fredrick Schumacher; Peter Schürmann; Lukas Schwentner; Christopher Scott; Rodney J Scott; Caroline Seynaeve; Mitul Shah; Mark E Sherman; Martha J Shrubsole; Xiao-Ou Shu; Susan Slager; Ann Smeets; Christof Sohn; Penny Soucy; Melissa C Southey; John J Spinelli; Christa Stegmaier; Jennifer Stone; Anthony J Swerdlow; Rulla M Tamimi; William J Tapper; Jack A Taylor; Mary Beth Terry; Kathrin Thöne; Rob A E M Tollenaar; Ian Tomlinson; Thérèse Truong; Maria Tzardi; Hans-Ulrich Ulmer; Michael Untch; Celine M Vachon; Elke M van Veen; Joseph Vijai; Clarice R Weinberg; Camilla Wendt; Alice S Whittemore; Hans Wildiers; Walter Willett; Robert Winqvist; Alicja Wolk; Xiaohong R Yang; Drakoulis Yannoukakos; Yan Zhang; Wei Zheng; Argyrios Ziogas; Alison M Dunning; Deborah J Thompson; Georgia Chenevix-Trench; Jenny Chang-Claude; Marjanka K Schmidt; Per Hall; Roger L Milne; Paul D P Pharoah; Antonis C Antoniou; Nilanjan Chatterjee; Peter Kraft; Montserrat García-Closas; Jacques Simard; Douglas F Easton
Journal:  Am J Hum Genet       Date:  2018-12-13       Impact factor: 11.025

9.  Common variants in breast cancer risk loci predispose to distinct tumor subtypes.

Authors:  Thomas U Ahearn; Haoyu Zhang; Montserrat García-Closas; Nilanjan Chatterjee; Kyriaki Michailidou; Roger L Milne; Manjeet K Bolla; Joe Dennis; Alison M Dunning; Michael Lush; Qin Wang; Irene L Andrulis; Hoda Anton-Culver; Volker Arndt; Kristan J Aronson; Paul L Auer; Annelie Augustinsson; Adinda Baten; Heiko Becher; Sabine Behrens; Javier Benitez; Marina Bermisheva; Carl Blomqvist; Stig E Bojesen; Bernardo Bonanni; Anne-Lise Børresen-Dale; Hiltrud Brauch; Hermann Brenner; Angela Brooks-Wilson; Thomas Brüning; Barbara Burwinkel; Saundra S Buys; Federico Canzian; Jose E Castelao; Jenny Chang-Claude; Stephen J Chanock; Georgia Chenevix-Trench; Christine L Clarke; J Margriet Collée; Angela Cox; Simon S Cross; Kamila Czene; Mary B Daly; Peter Devilee; Thilo Dörk; Miriam Dwek; Diana M Eccles; D Gareth Evans; Peter A Fasching; Jonine Figueroa; Giuseppe Floris; Manuela Gago-Dominguez; Susan M Gapstur; José A García-Sáenz; Mia M Gaudet; Graham G Giles; Mark S Goldberg; Anna González-Neira; Grethe I Grenaker Alnæs; Mervi Grip; Pascal Guénel; Christopher A Haiman; Per Hall; Ute Hamann; Elaine F Harkness; Bernadette A M Heemskerk-Gerritsen; Bernd Holleczek; Antoinette Hollestelle; Maartje J Hooning; Robert N Hoover; John L Hopper; Anthony Howell; Milena Jakimovska; Anna Jakubowska; Esther M John; Michael E Jones; Audrey Jung; Rudolf Kaaks; Saila Kauppila; Renske Keeman; Elza Khusnutdinova; Cari M Kitahara; Yon-Dschun Ko; Stella Koutros; Vessela N Kristensen; Ute Krüger; Katerina Kubelka-Sabit; Allison W Kurian; Kyriacos Kyriacou; Diether Lambrechts; Derrick G Lee; Annika Lindblom; Martha Linet; Jolanta Lissowska; Ana Llaneza; Wing-Yee Lo; Robert J MacInnis; Arto Mannermaa; Mehdi Manoochehri; Sara Margolin; Maria Elena Martinez; Catriona McLean; Alfons Meindl; Usha Menon; Heli Nevanlinna; William G Newman; Jesse Nodora; Kenneth Offit; Håkan Olsson; Nick Orr; Tjoung-Won Park-Simon; Alpa V Patel; Julian Peto; Guillermo Pita; Dijana Plaseska-Karanfilska; Ross Prentice; Kevin Punie; Katri Pylkäs; Paolo Radice; Gad Rennert; Atocha Romero; Thomas Rüdiger; Emmanouil Saloustros; Sarah Sampson; Dale P Sandler; Elinor J Sawyer; Rita K Schmutzler; Minouk J Schoemaker; Ben Schöttker; Mark E Sherman; Xiao-Ou Shu; Snezhana Smichkoska; Melissa C Southey; John J Spinelli; Anthony J Swerdlow; Rulla M Tamimi; William J Tapper; Jack A Taylor; Lauren R Teras; Mary Beth Terry; Diana Torres; Melissa A Troester; Celine M Vachon; Carolien H M van Deurzen; Elke M van Veen; Philippe Wagner; Clarice R Weinberg; Camilla Wendt; Jelle Wesseling; Robert Winqvist; Alicja Wolk; Xiaohong R Yang; Wei Zheng; Fergus J Couch; Jacques Simard; Peter Kraft; Douglas F Easton; Paul D P Pharoah; Marjanka K Schmidt
Journal:  Breast Cancer Res       Date:  2022-01-04       Impact factor: 8.408

10.  European polygenic risk score for prediction of breast cancer shows similar performance in Asian women.

Authors:  Weang-Kee Ho; Min-Min Tan; Nasim Mavaddat; Mei-Chee Tai; Shivaani Mariapun; Jingmei Li; Peh-Joo Ho; Joe Dennis; Jonathan P Tyrer; Manjeet K Bolla; Kyriaki Michailidou; Qin Wang; Daehee Kang; Ji-Yeob Choi; Suniza Jamaris; Xiao-Ou Shu; Sook-Yee Yoon; Sue K Park; Sung-Won Kim; Chen-Yang Shen; Jyh-Cherng Yu; Ern Yu Tan; Patrick Mun Yew Chan; Kenneth Muir; Artitaya Lophatananon; Anna H Wu; Daniel O Stram; Keitaro Matsuo; Hidemi Ito; Ching Wan Chan; Joanne Ngeow; Wei Sean Yong; Swee Ho Lim; Geok Hoon Lim; Ava Kwong; Tsun L Chan; Su Ming Tan; Jaime Seah; Esther M John; Allison W Kurian; Woon-Puay Koh; Chiea Chuen Khor; Motoki Iwasaki; Taiki Yamaji; Kiak Mien Veronique Tan; Kiat Tee Benita Tan; John J Spinelli; Kristan J Aronson; Siti Norhidayu Hasan; Kartini Rahmat; Anushya Vijayananthan; Xueling Sim; Paul D P Pharoah; Wei Zheng; Alison M Dunning; Jacques Simard; Rob Martinus van Dam; Cheng-Har Yip; Nur Aishah Mohd Taib; Mikael Hartman; Douglas F Easton; Soo-Hwang Teo; Antonis C Antoniou
Journal:  Nat Commun       Date:  2020-07-31       Impact factor: 14.919

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  9 in total

1.  Vitamin A: A Potential Intervention for Breast Cancer Racial Disparities.

Authors:  Michelle D Holmes; Cheng Peng
Journal:  J Nutr       Date:  2021-12-03       Impact factor: 4.798

2.  The importance of ethnicity: Are breast cancer polygenic risk scores ready for women who are not of White European origin?

Authors:  D Gareth Evans; Elke M van Veen; Helen Byers; Eleanor Roberts; Anthony Howell; Sacha J Howell; Elaine F Harkness; Adam Brentnall; Jack Cuzick; William G Newman
Journal:  Int J Cancer       Date:  2021-09-07       Impact factor: 7.316

3.  Polygenic risk scores for prediction of breast cancer risk in women of African ancestry: a cross-ancestry approach.

Authors:  Guimin Gao; Fangyuan Zhao; Thomas U Ahearn; Kathryn L Lunetta; Melissa A Troester; Zhaohui Du; Temidayo O Ogundiran; Oladosu Ojengbede; William Blot; Katherine L Nathanson; Susan M Domchek; Barbara Nemesure; Anselm Hennis; Stefan Ambs; Julian McClellan; Mark Nie; Kimberly Bertrand; Gary Zirpoli; Song Yao; Andrew F Olshan; Jeannette T Bensen; Elisa V Bandera; Sarah Nyante; David V Conti; Michael F Press; Sue A Ingles; Esther M John; Leslie Bernstein; Jennifer J Hu; Sandra L Deming-Halverson; Stephen J Chanock; Regina G Ziegler; Jorge L Rodriguez-Gil; Lara E Sucheston-Campbell; Dale P Sandler; Jack A Taylor; Cari M Kitahara; Katie M O'Brien; Manjeet K Bolla; Joe Dennis; Alison M Dunning; Douglas F Easton; Kyriaki Michailidou; Paul D P Pharoah; Qin Wang; Jonine Figueroa; Richard Biritwum; Ernest Adjei; Seth Wiafe; Christine B Ambrosone; Wei Zheng; Olufunmilayo I Olopade; Montserrat García-Closas; Julie R Palmer; Christopher A Haiman; Dezheng Huo
Journal:  Hum Mol Genet       Date:  2022-09-10       Impact factor: 5.121

4.  Genome-wide risk prediction of common diseases across ancestries in one million people.

Authors:  Nina Mars; Sini Kerminen; Yen-Chen A Feng; Masahiro Kanai; Kristi Läll; Laurent F Thomas; Anne Heidi Skogholt; Pietro Della Briotta Parolo; Benjamin M Neale; Jordan W Smoller; Maiken E Gabrielsen; Kristian Hveem; Reedik Mägi; Koichi Matsuda; Yukinori Okada; Matti Pirinen; Aarno Palotie; Andrea Ganna; Alicia R Martin; Samuli Ripatti
Journal:  Cell Genom       Date:  2022-04-13

5.  Feasibility of personalized screening and prevention recommendations in the general population through breast cancer risk assessment: results from a dedicated risk clinic.

Authors:  Mahasti Saghatchian; Marc Abehsera; Amina Yamgnane; Caroline Geyl; Emilien Gauthier; Valérie Hélin; Matéo Bazire; Laure Villoing-Gaudé; Cécile Reyes; David Gentien; Lisa Golmard; Dominique Stoppa-Lyonnet
Journal:  Breast Cancer Res Treat       Date:  2022-01-07       Impact factor: 4.624

Review 6.  An overview of genetic services delivery for hereditary breast cancer.

Authors:  Sonya Reid; Lucy B Spalluto; Katie Lang; Anne Weidner; Tuya Pal
Journal:  Breast Cancer Res Treat       Date:  2022-01-26       Impact factor: 4.624

7.  Views of health professionals on risk-based breast cancer screening and its implementation in the Spanish National Health System: A qualitative discussion group study.

Authors:  Celmira Laza-Vásquez; Núria Codern-Bové; Àngels Cardona-Cardona; Maria José Hernández-Leal; Maria José Pérez-Lacasta; Misericòrdia Carles-Lavila; Montserrat Rué
Journal:  PLoS One       Date:  2022-02-04       Impact factor: 3.240

8.  Protein expression of the gp78 E3 ligase predicts poor breast cancer outcome based on race.

Authors:  Sandeep K Singhal; Jung S Byun; Tingfen Yan; Ryan Yancey; Ambar Caban; Sara Gil Hernandez; Sediqua Bufford; Stephen M Hewitt; Joy Winfield; Jaya Pradhan; Vesco Mustkov; Jasmine A McDonald; Eliseo J Pérez-Stable; Anna María Nápoles; Nasreen Vohra; Adriana De Siervi; Clayton Yates; Melissa B Davis; Mei Yang; Yien Che Tsai; Allan M Weissman; Kevin Gardner
Journal:  JCI Insight       Date:  2022-07-08

9.  Generalizability of Polygenic Risk Scores for Breast Cancer Among Women With European, African, and Latinx Ancestry.

Authors:  Cong Liu; Nur Zeinomar; Wendy K Chung; Krzysztof Kiryluk; Ali G Gharavi; George Hripcsak; Katherine D Crew; Ning Shang; Atlas Khan; David Fasel; Teri A Manolio; Gail P Jarvik; Robb Rowley; Ann E Justice; Alanna K Rahm; Stephanie M Fullerton; Jordan W Smoller; Eric B Larson; Paul K Crane; Ozan Dikilitas; Georgia L Wiesner; Alexander G Bick; Mary Beth Terry; Chunhua Weng
Journal:  JAMA Netw Open       Date:  2021-08-02
  9 in total

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