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Analyses of Biomarker Traits in Diverse UK Biobank Participants Identify Associations Missed by European-centric Analysis Strategies

Despite the dramatic underrepresentation of non-European populations in human genetics studies, researchers continue to exclude participants of non-European ancestry, as well as variants rare in European populations, even when these data are available. This practice perpetuates existing research dis...

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Autores principales: Sun, Quan, Graff, Misa, Rowland, Bryce, Wen, Jia, Huang, Le, Miller-Fleming, Tyne W., Haessler, Jeffrey, Preuss, Michael H., Chai, Jin-Fang, Lee, Moa P., Avery, Christy L., Cheng, Ching-Yu, Franceschini, Nora, Sim, Xueling, Cox, Nancy J., Kooperberg, Charles, North, Kari E., Li, Yun, Raffield, Laura
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8792153/
https://www.ncbi.nlm.nih.gov/pubmed/34376796
http://dx.doi.org/10.1038/s10038-021-00968-0
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author Sun, Quan
Graff, Misa
Rowland, Bryce
Wen, Jia
Huang, Le
Miller-Fleming, Tyne W.
Haessler, Jeffrey
Preuss, Michael H.
Chai, Jin-Fang
Lee, Moa P.
Avery, Christy L.
Cheng, Ching-Yu
Franceschini, Nora
Sim, Xueling
Cox, Nancy J.
Kooperberg, Charles
North, Kari E.
Li, Yun
Raffield, Laura
author_facet Sun, Quan
Graff, Misa
Rowland, Bryce
Wen, Jia
Huang, Le
Miller-Fleming, Tyne W.
Haessler, Jeffrey
Preuss, Michael H.
Chai, Jin-Fang
Lee, Moa P.
Avery, Christy L.
Cheng, Ching-Yu
Franceschini, Nora
Sim, Xueling
Cox, Nancy J.
Kooperberg, Charles
North, Kari E.
Li, Yun
Raffield, Laura
author_sort Sun, Quan
collection PubMed
description Despite the dramatic underrepresentation of non-European populations in human genetics studies, researchers continue to exclude participants of non-European ancestry, as well as variants rare in European populations, even when these data are available. This practice perpetuates existing research disparities and can lead to important and large effect size associations being missed. Here, we conducted genome-wide association studies (GWAS) of 31 serum and urine biomarker quantitative traits in African (n=9354), East Asian (n=2559) and South Asian (n=9823) ancestry UK Biobank (UKBB) participants. We adjusted for all known GWAS catalog variants for each trait, as well as novel signals identified in a recent European ancestry focused analysis of UKBB participants. We identify 7 novel signals in African ancestry and 2 novel signals in South Asian ancestry participants (p < 1.61E-10). Many of these signals are highly plausible, including a cis pQTL for the gene encoding gamma-glutamyl transferase and PIEZO1 and G6PD variants with impacts on HbA1c through likely erythrocytic mechanisms. This work illustrates the importance of using the genetic data we already have in diverse populations, with novel discoveries possible in even modest sample sizes.
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spelling pubmed-87921532022-02-11 Analyses of Biomarker Traits in Diverse UK Biobank Participants Identify Associations Missed by European-centric Analysis Strategies Sun, Quan Graff, Misa Rowland, Bryce Wen, Jia Huang, Le Miller-Fleming, Tyne W. Haessler, Jeffrey Preuss, Michael H. Chai, Jin-Fang Lee, Moa P. Avery, Christy L. Cheng, Ching-Yu Franceschini, Nora Sim, Xueling Cox, Nancy J. Kooperberg, Charles North, Kari E. Li, Yun Raffield, Laura J Hum Genet Article Despite the dramatic underrepresentation of non-European populations in human genetics studies, researchers continue to exclude participants of non-European ancestry, as well as variants rare in European populations, even when these data are available. This practice perpetuates existing research disparities and can lead to important and large effect size associations being missed. Here, we conducted genome-wide association studies (GWAS) of 31 serum and urine biomarker quantitative traits in African (n=9354), East Asian (n=2559) and South Asian (n=9823) ancestry UK Biobank (UKBB) participants. We adjusted for all known GWAS catalog variants for each trait, as well as novel signals identified in a recent European ancestry focused analysis of UKBB participants. We identify 7 novel signals in African ancestry and 2 novel signals in South Asian ancestry participants (p < 1.61E-10). Many of these signals are highly plausible, including a cis pQTL for the gene encoding gamma-glutamyl transferase and PIEZO1 and G6PD variants with impacts on HbA1c through likely erythrocytic mechanisms. This work illustrates the importance of using the genetic data we already have in diverse populations, with novel discoveries possible in even modest sample sizes. 2022-02 2021-08-11 /pmc/articles/PMC8792153/ /pubmed/34376796 http://dx.doi.org/10.1038/s10038-021-00968-0 Text en <p>Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: <uri xlink:href="https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms">https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms</uri></p>
spellingShingle Article
Sun, Quan
Graff, Misa
Rowland, Bryce
Wen, Jia
Huang, Le
Miller-Fleming, Tyne W.
Haessler, Jeffrey
Preuss, Michael H.
Chai, Jin-Fang
Lee, Moa P.
Avery, Christy L.
Cheng, Ching-Yu
Franceschini, Nora
Sim, Xueling
Cox, Nancy J.
Kooperberg, Charles
North, Kari E.
Li, Yun
Raffield, Laura
Analyses of Biomarker Traits in Diverse UK Biobank Participants Identify Associations Missed by European-centric Analysis Strategies
title Analyses of Biomarker Traits in Diverse UK Biobank Participants Identify Associations Missed by European-centric Analysis Strategies
title_full Analyses of Biomarker Traits in Diverse UK Biobank Participants Identify Associations Missed by European-centric Analysis Strategies
title_fullStr Analyses of Biomarker Traits in Diverse UK Biobank Participants Identify Associations Missed by European-centric Analysis Strategies
title_full_unstemmed Analyses of Biomarker Traits in Diverse UK Biobank Participants Identify Associations Missed by European-centric Analysis Strategies
title_short Analyses of Biomarker Traits in Diverse UK Biobank Participants Identify Associations Missed by European-centric Analysis Strategies
title_sort analyses of biomarker traits in diverse uk biobank participants identify associations missed by european-centric analysis strategies
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8792153/
https://www.ncbi.nlm.nih.gov/pubmed/34376796
http://dx.doi.org/10.1038/s10038-021-00968-0
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