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Risk of developing pre-diabetes or diabetes over time in a cohort of Mexican health workers

AIM: To determine the association between known risk factors (e.g., obesity, metabolic syndrome and its components) and the development of pre-diabetes or diabetes over time in a cohort of Mexican health workers. METHODS: Participants in the Mexican Health Worker Cohort Study with complete informati...

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Autores principales: Flores, Yvonne N., Toth, Samantha, Crespi, Catherine M., Ramírez-Palacios, Paula, McCarthy, William J., Briseño-Pérez, Arely, Granados-García, Víctor, Salmerón, Jorge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7094846/
https://www.ncbi.nlm.nih.gov/pubmed/32210432
http://dx.doi.org/10.1371/journal.pone.0229403
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author Flores, Yvonne N.
Toth, Samantha
Crespi, Catherine M.
Ramírez-Palacios, Paula
McCarthy, William J.
Briseño-Pérez, Arely
Granados-García, Víctor
Salmerón, Jorge
author_facet Flores, Yvonne N.
Toth, Samantha
Crespi, Catherine M.
Ramírez-Palacios, Paula
McCarthy, William J.
Briseño-Pérez, Arely
Granados-García, Víctor
Salmerón, Jorge
author_sort Flores, Yvonne N.
collection PubMed
description AIM: To determine the association between known risk factors (e.g., obesity, metabolic syndrome and its components) and the development of pre-diabetes or diabetes over time in a cohort of Mexican health workers. METHODS: Participants in the Mexican Health Worker Cohort Study with complete information at two waves of data collection, 2004–2006 (W1) and 2011–2013 (W2), were included in the analysis (n = 1,174). Multivariable binary and multinomial logistic regression were used to examine the cross-sectional associations between specific risk factors and diabetes status (diabetes, pre-diabetes, or neither) at W1 and the longitudinal associations between changes in risk factors and progression of diabetes status from W1 to W2, respectively. RESULTS: Mean time between waves was 7.0 years (SD 1.1). Prevalence of pre-diabetes and diabetes was 16% and 10% at W1 and increased to 30% and 16% at W2, respectively. The cross-sectional prevalence of pre-diabetes and diabetes was significantly higher among men, participants over the age of 45 years, and individuals who were overweight or obese or had metabolic syndrome (MS), three or more components of the MS, elevated alanine aminotransferase (ALT) levels, or elevated uric acid. In longitudinal analyses, remaining obese or gaining weight between waves was associated with an increased risk of developing pre-diabetes. A greater risk of developing pre-diabetes or diabetes was also observed among individuals who either maintained or acquired MS, elevated ALT, or elevated uric acid (only for diabetes) from W1 to W2. CONCLUSIONS: Weight gain and acquiring or maintaining MS, elevated ALT levels, or elevated uric acid were associated with a significant risk of developing pre-diabetes or diabetes. Our findings, especially in the context of the obesity epidemic in Mexico, point towards an urgent need for initiatives to help reduce excess weight in order to avert future cases of pre-diabetes and diabetes.
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spelling pubmed-70948462020-04-03 Risk of developing pre-diabetes or diabetes over time in a cohort of Mexican health workers Flores, Yvonne N. Toth, Samantha Crespi, Catherine M. Ramírez-Palacios, Paula McCarthy, William J. Briseño-Pérez, Arely Granados-García, Víctor Salmerón, Jorge PLoS One Research Article AIM: To determine the association between known risk factors (e.g., obesity, metabolic syndrome and its components) and the development of pre-diabetes or diabetes over time in a cohort of Mexican health workers. METHODS: Participants in the Mexican Health Worker Cohort Study with complete information at two waves of data collection, 2004–2006 (W1) and 2011–2013 (W2), were included in the analysis (n = 1,174). Multivariable binary and multinomial logistic regression were used to examine the cross-sectional associations between specific risk factors and diabetes status (diabetes, pre-diabetes, or neither) at W1 and the longitudinal associations between changes in risk factors and progression of diabetes status from W1 to W2, respectively. RESULTS: Mean time between waves was 7.0 years (SD 1.1). Prevalence of pre-diabetes and diabetes was 16% and 10% at W1 and increased to 30% and 16% at W2, respectively. The cross-sectional prevalence of pre-diabetes and diabetes was significantly higher among men, participants over the age of 45 years, and individuals who were overweight or obese or had metabolic syndrome (MS), three or more components of the MS, elevated alanine aminotransferase (ALT) levels, or elevated uric acid. In longitudinal analyses, remaining obese or gaining weight between waves was associated with an increased risk of developing pre-diabetes. A greater risk of developing pre-diabetes or diabetes was also observed among individuals who either maintained or acquired MS, elevated ALT, or elevated uric acid (only for diabetes) from W1 to W2. CONCLUSIONS: Weight gain and acquiring or maintaining MS, elevated ALT levels, or elevated uric acid were associated with a significant risk of developing pre-diabetes or diabetes. Our findings, especially in the context of the obesity epidemic in Mexico, point towards an urgent need for initiatives to help reduce excess weight in order to avert future cases of pre-diabetes and diabetes. Public Library of Science 2020-03-25 /pmc/articles/PMC7094846/ /pubmed/32210432 http://dx.doi.org/10.1371/journal.pone.0229403 Text en © 2020 Flores et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Flores, Yvonne N.
Toth, Samantha
Crespi, Catherine M.
Ramírez-Palacios, Paula
McCarthy, William J.
Briseño-Pérez, Arely
Granados-García, Víctor
Salmerón, Jorge
Risk of developing pre-diabetes or diabetes over time in a cohort of Mexican health workers
title Risk of developing pre-diabetes or diabetes over time in a cohort of Mexican health workers
title_full Risk of developing pre-diabetes or diabetes over time in a cohort of Mexican health workers
title_fullStr Risk of developing pre-diabetes or diabetes over time in a cohort of Mexican health workers
title_full_unstemmed Risk of developing pre-diabetes or diabetes over time in a cohort of Mexican health workers
title_short Risk of developing pre-diabetes or diabetes over time in a cohort of Mexican health workers
title_sort risk of developing pre-diabetes or diabetes over time in a cohort of mexican health workers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7094846/
https://www.ncbi.nlm.nih.gov/pubmed/32210432
http://dx.doi.org/10.1371/journal.pone.0229403
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