@article{2595725401274e66996efa59a28c4c2b,
title = "Multi-ancestry genetic study of type 2 diabetes highlights the power of diverse populations for discovery and translation",
abstract = "We assembled an ancestrally diverse collection of genome-wide association studies (GWAS) of type 2 diabetes (T2D) in 180,834 affected individuals and 1,159,055 controls (48.9\% non-European descent) through the Diabetes Meta-Analysis of Trans-Ethnic association studies (DIAMANTE) Consortium. Multi-ancestry GWAS meta-analysis identified 237 loci attaining stringent genome-wide significance (P < 5 × 10−9), which were delineated to 338 distinct association signals. Fine-mapping of these signals was enhanced by the increased sample size and expanded population diversity of the multi-ancestry meta-analysis, which localized 54.4\% of T2D associations to a single variant with >50\% posterior probability. This improved fine-mapping enabled systematic assessment of candidate causal genes and molecular mechanisms through which T2D associations are mediated, laying the foundations for functional investigations. Multi-ancestry genetic risk scores enhanced transferability of T2D prediction across diverse populations. Our study provides a step toward more effective clinical translation of T2D GWAS to improve global health for all, irrespective of genetic background.",
author = "FinnGen and \{eMERGE Consortium\} and Anubha Mahajan and Spracklen, \{Cassandra N.\} and Weihua Zhang and Ng, \{Maggie C.Y.\} and Petty, \{Lauren E.\} and Hidetoshi Kitajima and Yu, \{Grace Z.\} and Sina R{\"u}eger and Leo Speidel and Kim, \{Young Jin\} and Momoko Horikoshi and Mercader, \{Josep M.\} and Daniel Taliun and Sanghoon Moon and Kwak, \{Soo Heon\} and Robertson, \{Neil R.\} and Rayner, \{Nigel W.\} and Marie Loh and Kim, \{Bong Jo\} and Joshua Chiou and Irene Miguel-Escalada and \{della Briotta Parolo\}, Pietro and Kuang Lin and Fiona Bragg and Preuss, \{Michael H.\} and Fumihiko Takeuchi and Jana Nano and Xiuqing Guo and Amel Lamri and Masahiro Nakatochi and Scott, \{Robert A.\} and Lee, \{Jung Jin\} and Alicia Huerta-Chagoya and Mariaelisa Graff and Chai, \{Jin Fang\} and Parra, \{Esteban J.\} and Jie Yao and Bielak, \{Lawrence F.\} and Yasuharu Tabara and Yang Hai and Valgerdur Steinthorsdottir and Cook, \{James P.\} and Mart Kals and Niels Grarup and Schmidt, \{Ellen M.\} and Ian Pan and Tamar Sofer and Matthias Wuttke and Thomas Meitinger and Eleftheria Zeggini",
note = "Publisher Copyright: {\textcopyright} 2022, The Author(s), under exclusive licence to Springer Nature America, Inc.",
year = "2022",
month = may,
day = "1",
doi = "10.1038/s41588-022-01058-3",
language = "English",
volume = "54",
pages = "560--572",
journal = "Nature Genetics",
issn = "1061-4036",
publisher = "Nature Research",
number = "5",
}