The role of polygenic risk and susceptibility genes in breast cancer over the course of life

Nina Mars(University of Helsinki), Elisabeth Widén(University of Helsinki), Sini Kerminen(University of Helsinki), Tuomo J Meretoja(University of Helsinki), Matti Pirinen(University of Helsinki), Pietro Della Briotta Parolo(University of Helsinki), Priit Palta(University of Helsinki), FinnGen(University of Helsinki), Aki S. Havulinna(University of Helsinki), Amanda Elliott(Broad Institute), Anastasia Shcherban(University of Helsinki), Andrea Ganna(University of Helsinki), Anu Jalanko(University of Helsinki), Arto Lehistö(University of Helsinki), Elina Kilpeläinen(University of Helsinki), Georg Brein(University of Helsinki), Awaisa Ghazal(University of Helsinki), Hannele Laivuori(University of Helsinki), Henrike Heyne(University of Helsinki), Jarmo Harju(University of Helsinki), Jiwoo Lee(Broad Institute), Juha Karjalainen(Broad Institute), Jukka Koskela(University of Helsinki), Kalle Pärn(University of Helsinki), Kati Donner(University of Helsinki), Kristin Tsuo(Broad Institute), Manuel González Jiménez(University of Helsinki), Mari Kaunisto(University of Helsinki), Mari Niemi(University of Helsinki), Mary Pat Reeve(University of Helsinki), Mervi Aavikko(Broad Institute), Mitja Kurki(Broad Institute), Oluwaseun Alexander Dada(University of Helsinki), Pietro Della Briotta Parolo(University of Helsinki), Risto Kajanne(University of Helsinki), Sina Rüeger(University of Helsinki), Susanna Lemmelä(University of Helsinki), Taru Tukiainen(University of Helsinki), Tiinamaija Tuomi(University of Helsinki), Timo P. Sipilä(University of Helsinki), Tuomo Kiiskinen(University of Helsinki), Vincent Llorens(University of Helsinki), Adam Ziemann(AbbVie (United States)), Anne Lehtonen(AbbVie (United States)), Apinya Lertratanakul(AbbVie (United States)), Bob Georgantas(AbbVie (United States)), Bridget Riley‐Gillis(AbbVie (United States)), Danjuma Quarless(AbbVie (United States)), Fedik Rahimov(AbbVie (United States)), Howard J. Jacob(AbbVie (United States)), Jeffrey F. Waring(AbbVie (United States)), J. Wade Davis(AbbVie (United States)), Nizar Smaoui(AbbVie (United States)), Relja Popovic(AbbVie (United States)), Sahar Esmaeeli(AstraZeneca (United Kingdom)), Athena Matakidou(AstraZeneca (United Kingdom)), Ben Challis(AstraZeneca (United Kingdom)), David A. Close(AstraZeneca (United Kingdom)), Eleonor Wigmore(AstraZeneca (United Kingdom)), Slavé Petrovski(AstraZeneca (United Kingdom)), Chia‐Yen Chen(Biogen (United States)), Ellen Tsai(Biogen (United States)), Heiko Runz(Biogen (United States)), Jimmy Z. Liu(Biogen (United States)), Paola G. Bronson(Biogen (United States)), Sally John(Biogen (United States)), Sanni Lahdenperä(Biogen (United States)), Stephanie Loomis(Biogen (United States)), Susan Eaton(Biogen (United States)), Yunfeng Huang(Biogen (United States)), Erika Kvikstad(Bristol-Myers Squibb (United States)), Minal Çalışkan(Bristol-Myers Squibb (United States)), Samir Wadhawan(Bristol-Myers Squibb (United States)), Elmutaz Shaikho Elhaj Mohammed(Bristol-Myers Squibb (Switzerland)), Janet van Adelsberg(Bristol-Myers Squibb (Switzerland)), Joseph Maranville(Bristol-Myers Squibb (Switzerland)), Marla Hochfeld(Bristol-Myers Squibb (Switzerland)), Robert M. Plenge(Bristol-Myers Squibb (Switzerland)), Shameek Biswas(Bristol-Myers Squibb (Switzerland)), Steven M. Greenberg(Bristol-Myers Squibb (Switzerland)), Andrew S. Peterson, David F. Choy, Diana Chang, Edmond Teng, Erich C. Strauss, Geoff Kerchner, Hao Chen, Hubert Chen, Jennifer L. Schutzman, John A. Michon, Julie Hunkapiller, Mark I. McCarthy, Natalie Bowers, Sarah A. Pendergrass, Tushar Bhangale(GlaxoSmithKline (United Kingdom)), David Pulford(GlaxoSmithKline (United Kingdom)), Dawn Waterworth(GlaxoSmithKline (United Kingdom)), Diptee Kulkarni(GlaxoSmithKline (United Kingdom)), Fanli Xu(GlaxoSmithKline (United Kingdom)), Jo Betts(GlaxoSmithKline (United Kingdom)), Jorge Esparza Gordillo(GlaxoSmithKline (United Kingdom)), Joshua Hoffman(GlaxoSmithKline (United Kingdom)), Karen S. King(GlaxoSmithKline (United Kingdom)), Meg Ehm(GlaxoSmithKline (United Kingdom)), Soumitra Ghosh(GlaxoSmithKline (United Kingdom)), Patrick Loerch(Ridgeview), Wilco Fleuren(Maze (United States)), Beryl B. Cummings(Maze (United States)), Matt Brauer(Maze (United States)), Robert Graham(Maze (United States)), Tim Behrens(Merck & Co., Inc., Rahway, NJ, USA (United States)), Andrey Loboda(Merck & Co., Inc., Rahway, NJ, USA (United States)), Anna Podgornaia(Merck & Co., Inc., Rahway, NJ, USA (United States)), Aparna Chhibber(Merck & Co., Inc., Rahway, NJ, USA (United States)), Audrey Y. Chu(Merck & Co., Inc., Rahway, NJ, USA (United States)), Caroline S. Fox(Merck & Co., Inc., Rahway, NJ, USA (United States)), Dorothée Diogo(Merck & Co., Inc., Rahway, NJ, USA (United States)), Emily Holzinger(Merck & Co., Inc., Rahway, NJ, USA (United States)), John D. Eicher(Merck & Co., Inc., Rahway, NJ, USA (United States)), Padhraig Gormley(Merck & Co., Inc., Rahway, NJ, USA (United States)), Vinay Mehta(Merck & Co., Inc., Rahway, NJ, USA (United States)), Anders Mälarstig(Pfizer (United States)), Åsa K. Hedman(Pfizer (United States)), Catherine Marshall(Pfizer (United States)), Christopher D. Whelan(Pfizer (United States)), Heli Lehtonen(Pfizer (United States)), Jaakko Parkkinen(Pfizer (United States)), Kari Linden(Pfizer (United States)), Kirsi Kalpala(Pfizer (United States)), Melissa Miller(Pfizer (United States)), Nan Bing(Pfizer (United States)), Stefan McDonough(Pfizer (United States)), Xing Chen(Pfizer (United States)), Xinli Hu(Pfizer (United States)), Ying Wu(Pfizer (United States)), Anthony J. Muslin(Sanofi (France)), Clarence Wang(Sanofi (France)), Clément Chatelain(Sanofi (France)), Deepak K. Rajpal(Sanofi (France)), Dongyu Liu(Sanofi (France)), Ethan Xu(Sanofi (France)), Franck Augé(Sanofi (France)), Katherine M. Call(Sanofi (France)), Kathy Klinger(Sanofi (France)), Marika Crohns(Sanofi (France)), Matthias Gossel(Sanofi (France)), Tai-he Xia(Sanofi (France)), Minna Hendolin(Business Finland), Outi Tuovila(Business Finland), Outi Tuovila(Business Finland), Raimo Pakkanen(University of Turku), Antti Karlsson(University of Turku), Kari Pulkki(University of Turku), Lila Kallio(University of Turku), Petri Virolainen(University of Turku), Arto Mannermaa(University of Eastern Finland), Sami Heikkinen(University of Eastern Finland), Veli‐Matti Kosma(University of Eastern Finland), Eija K. Laakkonen(Central Finland Health Care District), Jari Laukkanen(Central Finland Health Care District), Teijo Kuopio(Central Finland Health Care District), Urho M. Kujala(Tampere University), Eeva Kangasniemi(Tampere University), Johanna Mäkelä(Tampere University), Jarmo Ritari(Finnish Red Cross), Jukka Partanen(Finnish Red Cross), Kati Hyvärinen(Finnish Red Cross), Mikko Arvas(Finnish Red Cross), Anne Pitkäranta(Hospital District of Helsinki and Uusimaa), Anu Loukola(Hospital District of Helsinki and Uusimaa), Eero Punkka(Hospital District of Helsinki and Uusimaa), Miika Koskinen(Hospital District of Helsinki and Uusimaa), Olli Carpén(Hospital District of Helsinki and Uusimaa), Aino Salminen(Hospital District of Helsinki and Uusimaa), David Rice(Hospital District of Helsinki and Uusimaa), Johanna Mattson(Hospital District of Helsinki and Uusimaa), Joni A. Turunen(Hospital District of Helsinki and Uusimaa), Juha Sinisalo(Hospital District of Helsinki and Uusimaa), Katariina Hannula‐Jouppi(Hospital District of Helsinki and Uusimaa), Lauri A. Aaltonen(Hospital District of Helsinki and Uusimaa), Marja‐Riitta Taskinen(Hospital District of Helsinki and Uusimaa), Martti Färkkilâ(Hospital District of Helsinki and Uusimaa), Paula Kauppi(Hospital District of Helsinki and Uusimaa), Pekka Nieminen(Hospital District of Helsinki and Uusimaa), Pentti Tienari(Hospital District of Helsinki and Uusimaa), Pirkko J. Pussinen(Hospital District of Helsinki and Uusimaa), Sampsa Pikkarainen(Hospital District of Helsinki and Uusimaa), Sanna Seitsonen(Hospital District of Helsinki and Uusimaa), Terhi Ollila(Hospital District of Helsinki and Uusimaa), Tiinamaija Tuomi(University of Helsinki), Tuula Salo(Hospital District of Helsinki and Uusimaa), Ulla Palotie(Varsinais-Suomen Sairaanhoitopiiri), Juha O. Rinne(Varsinais-Suomen Sairaanhoitopiiri), Kaj Metsärinne(Varsinais-Suomen Sairaanhoitopiiri), Klaus Elenius(Varsinais-Suomen Sairaanhoitopiiri), Leena Koulu(Varsinais-Suomen Sairaanhoitopiiri), Markku Voutilainen(Varsinais-Suomen Sairaanhoitopiiri), Markus Juonala(Varsinais-Suomen Sairaanhoitopiiri), Sirkku Peltonen(Varsinais-Suomen Sairaanhoitopiiri), Ulvi Kahraman Gürsoy(Varsinais-Suomen Sairaanhoitopiiri), Vesa Aaltonen(Borealis (Finland)), Johannes Kettunen(Borealis (Finland)), Katri Pylkäs(Borealis (Finland)), Marita Kalaoja(Borealis (Finland)), Miia Turpeinen(Borealis (Finland)), Minna K. Karjalainen(Borealis (Finland)), Raisa Serpi(Borealis (Finland)), Reetta Hinttala(Borealis (Finland)), Riitta Kaarteenaho(Borealis (Finland)), Seppo Vainio(Borealis (Finland)), Tuomo Mantere(Borealis (Finland)), Anne M. Remes(Northern Ostrobothnia Hospital District), Juhani Junttila(Northern Ostrobothnia Hospital District), Kaisa Tasanen(Northern Ostrobothnia Hospital District), Kirsi Sipilä(Northern Ostrobothnia Hospital District), Laura Huilaja(Northern Ostrobothnia Hospital District), Marja Luodonpää(Northern Ostrobothnia Hospital District), Nina Hautala(Northern Ostrobothnia Hospital District), Peeter Karihtala(Northern Ostrobothnia Hospital District), Saila Kauppila(Northern Ostrobothnia Hospital District), Terttu Harju(Northern Ostrobothnia Hospital District), Timo Blomster(Northern Ostrobothnia Hospital District), Vuokko Anttonen(Northern Ostrobothnia Hospital District), Hilkka Soininen, Ilkka T. Harvima, Jussi Pihlajamäki, Kai Kaarniranta, Liisa Suominen, Margit Pelkonen, Maria Siponen, Markku Laakso, Mikko Hiltunen, Mikko Kiviniemi, Päivi Auvinen, Päivi Mäntylä, Reetta Kälviäinen, Valtteri Julkunen(Pirkanmaa Hospital District), Annika Auranen(Pirkanmaa Hospital District), Airi Jussila(Pirkanmaa Hospital District), Hannele Uusitalo‐Järvinen(Pirkanmaa Hospital District), Hannu Kankaanranta(Pirkanmaa Hospital District), Hannu Uusitalo(Pirkanmaa Hospital District), Jukka Peltola(Pirkanmaa Hospital District), Mika Kähönen(Pirkanmaa Hospital District), Tarja Laitinen(Tampere University), Teea Salmi(Finnish Institute for Health and Welfare), Elina Järvensivu(Finnish Institute for Health and Welfare), Essi Kaiharju(Finnish Institute for Health and Welfare), Hannele Mattsson(Finnish Institute for Health and Welfare), Kati Kristiansson(Finnish Institute for Health and Welfare), Lotta Männikkö(Finnish Institute for Health and Welfare), Markku Laukkanen(Finnish Institute for Health and Welfare), Markus Perola(Finnish Institute for Health and Welfare), Päivi Laiho(Finnish Institute for Health and Welfare), Regis Wong(Finnish Institute for Health and Welfare), Sini Lähteenmäki(Finnish Institute for Health and Welfare), Sirpa Soini(Finnish Institute for Health and Welfare), Teemu Niiranen(Finnish Institute for Health and Welfare), Teemu Paajanen(Finnish Institute for Health and Welfare), Terhi Kilpi(Finnish Institute for Health and Welfare), Tero Hiekkalinna(Finnish Institute for Health and Welfare), Tuuli Sistonen(Finnish Institute for Health and Welfare), Veikko Salomaa(Broad Institute), Masahiro Kanai(Broad Institute), Wei Zhou(Broad Institute), Tomi P. Mäkelä(University of Helsinki), Manuel Rivas(University of Helsinki), Kimmo Palin(University of Helsinki), Harri Siirtola(Tampere University), Javier Gracia‐Tabuenca(University of Turku), Csilla Sipeky(University of Turku), Dhanaprakash Jambulingam(University of Turku), Johanna Schleutker(University of Turku), Samuel Heron(University of Turku), Venkat Subramaniam Rathinakannan(Broad Institute), Aarno Palotie(Broad Institute), Jaakko Kaprio(University of Helsinki), Heikki Joensuu(Broad Institute), Mark J. Daly(Broad Institute), Samuli Ripatti(Broad Institute)
Nature Communications
December 14, 2020
Cited by 170Open Access
Full Text

Abstract

Abstract Polygenic risk scores (PRS) for breast cancer have potential to improve risk prediction, but there is limited information on their utility in various clinical situations. Here we show that among 122,978 women in the FinnGen study with 8401 breast cancer cases, the PRS modifies the breast cancer risk of two high-impact frameshift risk variants. Similarly, we show that after the breast cancer diagnosis, individuals with elevated PRS have an elevated risk of developing contralateral breast cancer, and that the PRS can considerably improve risk assessment among their female first-degree relatives. In more detail, women with the c.1592delT variant in PALB2 (242-fold enrichment in Finland, 336 carriers) and an average PRS (10–90 th percentile) have a lifetime risk of breast cancer at 55% (95% CI 49–61%), which increases to 84% (71–97%) with a high PRS ( > 90 th percentile), and decreases to 49% (30–68%) with a low PRS ( < 10 th percentile). Similarly, for c.1100delC in CHEK2 (3.7–fold enrichment; 1648 carriers), the respective lifetime risks are 29% (27–32%), 59% (52–66%), and 9% (5–14%). The PRS also refines the risk assessment of women with first-degree relatives diagnosed with breast cancer, particularly among women with positive family history of early-onset breast cancer. Here we demonstrate the opportunities for a comprehensive way of assessing genetic risk in the general population, in breast cancer patients, and in unaffected family members.


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