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Association of genetic and behavioral characteristics with the onset of diabetes

BACKGROUND: Prior work has established sociodemographic, lifestyle, and behavioral risk factors for diabetes but the contribution of these factors to the onset of diabetes remains unclear when accounting for genetic propensity for diabetes. We examined the contribution of a diabetes polygenic score...

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Autores principales: Ng, Carmen D., Weiss, Jordan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6794810/
https://www.ncbi.nlm.nih.gov/pubmed/31615468
http://dx.doi.org/10.1186/s12889-019-7618-z
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author Ng, Carmen D.
Weiss, Jordan
author_facet Ng, Carmen D.
Weiss, Jordan
author_sort Ng, Carmen D.
collection PubMed
description BACKGROUND: Prior work has established sociodemographic, lifestyle, and behavioral risk factors for diabetes but the contribution of these factors to the onset of diabetes remains unclear when accounting for genetic propensity for diabetes. We examined the contribution of a diabetes polygenic score (PGS) to the onset of diabetes in the context of modifiable known risk factors for diabetes. METHODS: Our sample consisted of 15,190 respondents in the United States-based Health and Retirement Study, a longitudinal study with up to 22 years of follow-up. We performed multivariate Cox regression models stratified by race (non-Hispanic white and non-Hispanic black) with time-varying covariates. RESULTS: We observed 4217 (27.76%) cases of incident diabetes over the survey period. The diabetes PGS was statistically significantly associated with diabetes onset for both non-Hispanic whites (hazard ratio [HR] = 1.38, 95% confidence interval [CI] = 1.30, 1.46) and non-Hispanic blacks (HR = 1.22, 95% CI = 1.06, 1.40) after adjusting for a range of known risk factors for diabetes, highlighting the critical role genetic endowment might play. Nevertheless, genetics do not downplay the role that modifiable characteristics could still play in diabetes management; even with the inclusion of the diabetes PGS, several behavioral and lifestyle characteristics remained significant for both race groups. CONCLUSIONS: The effects of genetic and lifestyle characteristics should be taken into consideration for both future studies and diabetes management.
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spelling pubmed-67948102019-10-21 Association of genetic and behavioral characteristics with the onset of diabetes Ng, Carmen D. Weiss, Jordan BMC Public Health Research Article BACKGROUND: Prior work has established sociodemographic, lifestyle, and behavioral risk factors for diabetes but the contribution of these factors to the onset of diabetes remains unclear when accounting for genetic propensity for diabetes. We examined the contribution of a diabetes polygenic score (PGS) to the onset of diabetes in the context of modifiable known risk factors for diabetes. METHODS: Our sample consisted of 15,190 respondents in the United States-based Health and Retirement Study, a longitudinal study with up to 22 years of follow-up. We performed multivariate Cox regression models stratified by race (non-Hispanic white and non-Hispanic black) with time-varying covariates. RESULTS: We observed 4217 (27.76%) cases of incident diabetes over the survey period. The diabetes PGS was statistically significantly associated with diabetes onset for both non-Hispanic whites (hazard ratio [HR] = 1.38, 95% confidence interval [CI] = 1.30, 1.46) and non-Hispanic blacks (HR = 1.22, 95% CI = 1.06, 1.40) after adjusting for a range of known risk factors for diabetes, highlighting the critical role genetic endowment might play. Nevertheless, genetics do not downplay the role that modifiable characteristics could still play in diabetes management; even with the inclusion of the diabetes PGS, several behavioral and lifestyle characteristics remained significant for both race groups. CONCLUSIONS: The effects of genetic and lifestyle characteristics should be taken into consideration for both future studies and diabetes management. BioMed Central 2019-10-15 /pmc/articles/PMC6794810/ /pubmed/31615468 http://dx.doi.org/10.1186/s12889-019-7618-z Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Ng, Carmen D.
Weiss, Jordan
Association of genetic and behavioral characteristics with the onset of diabetes
title Association of genetic and behavioral characteristics with the onset of diabetes
title_full Association of genetic and behavioral characteristics with the onset of diabetes
title_fullStr Association of genetic and behavioral characteristics with the onset of diabetes
title_full_unstemmed Association of genetic and behavioral characteristics with the onset of diabetes
title_short Association of genetic and behavioral characteristics with the onset of diabetes
title_sort association of genetic and behavioral characteristics with the onset of diabetes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6794810/
https://www.ncbi.nlm.nih.gov/pubmed/31615468
http://dx.doi.org/10.1186/s12889-019-7618-z
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