Differences in polygenic score distributions in European ancestry populations: implications for breast cancer risk prediction.

Journal: MedRxiv : The Preprint Server For Health Sciences
Published:
Abstract

The 313-variant polygenic risk score (PRS313) provides a promising tool for breast cancer risk prediction. However, evaluation of the PRS313 across different European populations which could influence risk estimation has not been performed. Here, we explored the distribution of PRS313 across European populations using genotype data from 94,072 females without breast cancer, of European-ancestry from 21 countries participating in the Breast Cancer Association Consortium (BCAC) and 225,105 female participants from the UK Biobank. The mean PRS313 differed markedly across European countries, being highest in south-eastern Europe and lowest in north-western Europe. Using the overall European PRS313 distribution to categorise individuals leads to overestimation and underestimation of risk in some individuals from south-eastern and north-western countries, respectively. Adjustment for principal components explained most of the observed heterogeneity in mean PRS. Country-specific PRS distributions may be used to calibrate risk categories in individuals from different countries.

Authors
Kristia Yiangou, Nasim Mavaddat, Joe Dennis, Maria Zanti, Qin Wang, Manjeet Bolla, Mustapha Abubakar, Thomas Ahearn, Irene Andrulis, Hoda Anton Culver, Natalia Antonenkova, Volker Arndt, Kristan Aronson, Annelie Augustinsson, Adinda Baten, Sabine Behrens, Marina Bermisheva, Amy De Gonzalez, Katarzyna Białkowska, Nicholas Boddicker, Clara Bodelon, Natalia Bogdanova, Stig Bojesen, Kristen Brantley, Hiltrud Brauch, Hermann Brenner, Nicola Camp, Federico Canzian, Jose Castelao, Melissa Cessna, Jenny Chang Claude, Georgia Chenevix Trench, Wendy Chung, Fergus Couch, Angela Cox, Simon Cross, Kamila Czene, Mary Daly, Peter Devilee, Thilo Dörk, Alison Dunning, Diana Eccles, A Eliassen, Christoph Engel, Mikael Eriksson, D Evans, Peter Fasching, Olivia Fletcher, Henrik Flyger, Lin Fritschi, Manuela Gago Dominguez, Aleksandra Gentry Maharaj, Anna González Neira, Pascal Guénel, Eric Hahnen, Christopher Haiman, Ute Hamann, Jaana Hartikainen, Vikki Ho, James Hodge, Antoinette Hollestelle, Ellen Honisch, Maartje Hooning, Reiner Hoppe, John Hopper, Sacha Howell, Anthony Howell, Simona Jakovchevska, Nichola Johnson, Rudolf Kaaks, Elza Khusnutdinova, Cari Kitahara, Stella Koutros, Vessela Kristensen, James Lacey, Diether Lambrechts, Flavio Lejbkowicz, Annika Lindblom, Michael Lush, Arto Mannermaa, Dimitrios Mavroudis, Usha Menon, Rachel Murphy, Heli Nevanlinna, Nadia Obi, Kenneth Offit, Tjoung-won Park Simon, Alpa Patel, Cheng Peng, Paolo Peterlongo, Guillermo Pita, Dijana Plaseska Karanfilska, Katri Pylkäs, Paolo Radice, Muhammad Rashid, Gad Rennert, Eleanor Roberts, Juan Rodriguez, Atocha Romero, Efraim Rosenberg, Emmanouil Saloustros, Dale Sandler, Elinor Sawyer, Rita Schmutzler, Christopher Scott, Xiao-ou Shu, Melissa Southey, Jennifer Stone, Jack Taylor, Lauren Teras, Irma Van De Beek, Walter Willett, Robert Winqvist, Wei Zheng, Celine Vachon, Marjanka Schmidt, Per Hall, Robert Macinnis, Roger Milne, Paul D Pharoah, Jacques Simard, Antonis Antoniou, Douglas Easton, Kyriaki Michailidou
Relevant Conditions

Breast Cancer, Ovarian Cancer