Title | The Future of Genomic Studies Must Be Globally Representative: Perspectives from PAGE. |
Publication Type | Journal Article |
Year of Publication | 2019 |
Authors | Bien SA, Wojcik GL, Hodonsky CJ, Gignoux CR, Cheng I, Matise TC, Peters U, Kenny EE |
Secondary Authors | North KE |
Journal | Annu Rev Genomics Hum Genet |
Volume | 20 |
Pagination | 181-200 |
Date Published | 2019 08 31 |
ISSN | 1545-293X |
Keywords | Bias, Continental Population Groups, Databases, Factual, Ethnic Groups, Genetic Variation, Genome, Human, Genome-Wide Association Study, Genotype, Human Genetics, Humans, Metagenomics, Molecular Epidemiology, Phenotype |
Abstract | The past decade has seen a technological revolution in human genetics that has empowered population-level investigations into genetic associations with phenotypes. Although these discoveries rely on genetic variation across individuals, association studies have overwhelmingly been performed in populations of European descent. In this review, we describe limitations faced by single-population studies and provide an overview of strategies to improve global representation in existing data sets and future human genomics research via diversity-focused, multiethnic studies. We highlight the successes of individual studies and meta-analysis consortia that have provided unique knowledge. Additionally, we outline the approach taken by the Population Architecture Using Genomics and Epidemiology (PAGE) study to develop best practices for performing genetic epidemiology in multiethnic contexts. Finally, we discuss how limiting investigations to single populations impairs findings in the clinical domain for both rare-variant identification and genetic risk prediction. |
DOI | 10.1146/annurev-genom-091416-035517 |
Alternate Journal | Annu Rev Genomics Hum Genet |
PubMed ID | 30978304 |
PubMed Central ID | PMC7012212 |
Grant List | U01 HG007417 / HG / NHGRI NIH HHS / United States U01 HG007419 / HG / NHGRI NIH HHS / United States U01 HG007376 / HG / NHGRI NIH HHS / United States T32 HL129982 / HL / NHLBI NIH HHS / United States R01 DK101855 / DK / NIDDK NIH HHS / United States R56 HG010297 / HG / NHGRI NIH HHS / United States R01 HL104608 / HL / NHLBI NIH HHS / United States U01 HG009080 / HG / NHGRI NIH HHS / United States T32 HL007055 / HL / NHLBI NIH HHS / United States U01 HG007397 / HG / NHGRI NIH HHS / United States U01 CA164973 / CA / NCI NIH HHS / United States |