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Incidence of diabetes mellitus and associated risk factors in the adult population of the Basque country, Spain

The aim of this study was to estimate the incidence of diabetes mellitus in the Basque Country and the risk factors involved in the disease by reassessing an adult population after 7 years of follow-up. In the previous prevalence study, 847 people older than 18 years were randomly selected from all...

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Autores principales: Urrutia, Inés, Martín-Nieto, Alicia, Martínez, Rosa, Casanovas-Marsal, J Oriol, Aguayo, Anibal, del Olmo, Juan, Arana, Eunate, Fernandez-Rubio, Elsa, Castaño, Luis, Gaztambide, Sonia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7862431/
https://www.ncbi.nlm.nih.gov/pubmed/33542348
http://dx.doi.org/10.1038/s41598-021-82548-y
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author Urrutia, Inés
Martín-Nieto, Alicia
Martínez, Rosa
Casanovas-Marsal, J Oriol
Aguayo, Anibal
del Olmo, Juan
Arana, Eunate
Fernandez-Rubio, Elsa
Castaño, Luis
Gaztambide, Sonia
author_facet Urrutia, Inés
Martín-Nieto, Alicia
Martínez, Rosa
Casanovas-Marsal, J Oriol
Aguayo, Anibal
del Olmo, Juan
Arana, Eunate
Fernandez-Rubio, Elsa
Castaño, Luis
Gaztambide, Sonia
author_sort Urrutia, Inés
collection PubMed
description The aim of this study was to estimate the incidence of diabetes mellitus in the Basque Country and the risk factors involved in the disease by reassessing an adult population after 7 years of follow-up. In the previous prevalence study, 847 people older than 18 years were randomly selected from all over the Basque Country and were invited to answer a medical questionnaire, followed by a physical examination and an oral glucose tolerance test. In the reassessment, the same variables were collected and the resulting cohort comprised 517 individuals of whom 43 had diabetes at baseline. The cumulative incidence of diabetes was 4.64% in 7 years and the raw incidence rate was 6.56 cases/1000 person-years (95%CI: 4.11–9.93). Among the incident cases, 59% were undiagnosed. The most strongly associated markers by univariate analyses were age > 60 years, dyslipidaemia, prediabetes and insulin resistance. We also found association with hypertension, obesity, family history of diabetes and low education level. Multivariate analysis adjusted for age and sex showed that a set of risk factors assessed together (dyslipidaemia, waist-to-hip-ratio and family history of diabetes) had great predictive value (AUC-ROC = 0.899, 95%CI: 0.846–0.953, p = 0.942), which suggests the need for early intervention before the onset of prediabetes.
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spelling pubmed-78624312021-02-08 Incidence of diabetes mellitus and associated risk factors in the adult population of the Basque country, Spain Urrutia, Inés Martín-Nieto, Alicia Martínez, Rosa Casanovas-Marsal, J Oriol Aguayo, Anibal del Olmo, Juan Arana, Eunate Fernandez-Rubio, Elsa Castaño, Luis Gaztambide, Sonia Sci Rep Article The aim of this study was to estimate the incidence of diabetes mellitus in the Basque Country and the risk factors involved in the disease by reassessing an adult population after 7 years of follow-up. In the previous prevalence study, 847 people older than 18 years were randomly selected from all over the Basque Country and were invited to answer a medical questionnaire, followed by a physical examination and an oral glucose tolerance test. In the reassessment, the same variables were collected and the resulting cohort comprised 517 individuals of whom 43 had diabetes at baseline. The cumulative incidence of diabetes was 4.64% in 7 years and the raw incidence rate was 6.56 cases/1000 person-years (95%CI: 4.11–9.93). Among the incident cases, 59% were undiagnosed. The most strongly associated markers by univariate analyses were age > 60 years, dyslipidaemia, prediabetes and insulin resistance. We also found association with hypertension, obesity, family history of diabetes and low education level. Multivariate analysis adjusted for age and sex showed that a set of risk factors assessed together (dyslipidaemia, waist-to-hip-ratio and family history of diabetes) had great predictive value (AUC-ROC = 0.899, 95%CI: 0.846–0.953, p = 0.942), which suggests the need for early intervention before the onset of prediabetes. Nature Publishing Group UK 2021-02-04 /pmc/articles/PMC7862431/ /pubmed/33542348 http://dx.doi.org/10.1038/s41598-021-82548-y Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Urrutia, Inés
Martín-Nieto, Alicia
Martínez, Rosa
Casanovas-Marsal, J Oriol
Aguayo, Anibal
del Olmo, Juan
Arana, Eunate
Fernandez-Rubio, Elsa
Castaño, Luis
Gaztambide, Sonia
Incidence of diabetes mellitus and associated risk factors in the adult population of the Basque country, Spain
title Incidence of diabetes mellitus and associated risk factors in the adult population of the Basque country, Spain
title_full Incidence of diabetes mellitus and associated risk factors in the adult population of the Basque country, Spain
title_fullStr Incidence of diabetes mellitus and associated risk factors in the adult population of the Basque country, Spain
title_full_unstemmed Incidence of diabetes mellitus and associated risk factors in the adult population of the Basque country, Spain
title_short Incidence of diabetes mellitus and associated risk factors in the adult population of the Basque country, Spain
title_sort incidence of diabetes mellitus and associated risk factors in the adult population of the basque country, spain
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7862431/
https://www.ncbi.nlm.nih.gov/pubmed/33542348
http://dx.doi.org/10.1038/s41598-021-82548-y
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