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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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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. |
format | Online Article Text |
id | pubmed-6794810 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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