Principles and methods for transferring polygenic risk scores across global populations

L Kachuri, N Chatterjee, J Hirbo, DJ Schaid… - Nature Reviews …, 2024 - nature.com
Polygenic risk scores (PRSs) summarize the genetic predisposition of a complex human trait
or disease and may become a valuable tool for advancing precision medicine. However …

A new method for multiancestry polygenic prediction improves performance across diverse populations

H Zhang, J Zhan, J Jin, J Zhang, W Lu, R Zhao… - Nature …, 2023 - nature.com
Polygenic risk scores (PRSs) increasingly predict complex traits; however, suboptimal
performance in non-European populations raise concerns about clinical applications and …

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

N Mars, S Kerminen, YCA Feng, M Kanai, K Läll… - Cell Genomics, 2022 - cell.com
Polygenic risk scores (PRS) measure genetic disease susceptibility by combining risk effects
across the genome. For coronary artery disease (CAD), type 2 diabetes (T2D), and breast …

An overview of genetic services delivery for hereditary breast cancer

S Reid, LB Spalluto, K Lang, A Weidner… - Breast cancer research and …, 2022 - Springer
Breast cancer is the most common cancer diagnosed in women worldwide, with
approximately 5–10% of cases attributed to high penetrance hereditary breast cancer (HBC) …

Genome-wide association analyses of breast cancer in women of African ancestry identify new susceptibility loci and improve risk prediction

G Jia, J Ping, X Guo, Y Yang, R Tao, B Li, S Ambs… - Nature …, 2024 - nature.com
We performed genome-wide association studies of breast cancer including 18,034 cases
and 22,104 controls of African ancestry. Genetic variants at 12 loci were associated with …

Generalizability of polygenic risk scores for breast cancer among women with European, African, and Latinx ancestry

C Liu, N Zeinomar, WK Chung, K Kiryluk… - JAMA network …, 2021 - jamanetwork.com
Importance Multiple polygenic risk scores (PRSs) for breast cancer have been developed
from large research consortia; however, their generalizability to diverse clinical settings is …

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

DG Evans, EM van Veen, H Byers… - … journal of cancer, 2022 - Wiley Online Library
Polygenic risk scores (PRS) for disease risk stratification show great promise for application
in general populations, but most are based on data from individuals of White European …

Incorporating alternative polygenic risk scores into the BOADICEA breast cancer risk prediction model

N Mavaddat, L Ficorella, T Carver, A Lee… - … Biomarkers & Prevention, 2023 - AACR
Background: The multifactorial risk prediction model BOADICEA enables identification of
women at higher or lower risk of developing breast cancer. BOADICEA models genetic …

Clinical applicability of the Polygenic Risk Score for breast cancer risk prediction in familial cases

IMM Lakeman, MDM Rodríguez-Girondo… - Journal of medical …, 2023 - jmg.bmj.com
Background Common low-risk variants are presently not used to guide clinical management
of familial breast cancer (BC). We explored the additive impact of a 313-variant-based …

A validated risk prediction model for breast cancer in US black women

JR Palmer, G Zirpoli, KA Bertrand… - Journal of Clinical …, 2021 - ascopubs.org
PURPOSE Breast cancer risk prediction models are used to identify high-risk women for
early detection, targeted interventions, and enrollment into prevention trials. We sought to …