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

Abstract 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...

Full description

Bibliographic Details
Main Authors: Inés Urrutia, Alicia Martín-Nieto, Rosa Martínez, J Oriol Casanovas-Marsal, Anibal Aguayo, Juan del Olmo, Eunate Arana, Elsa Fernandez-Rubio, Luis Castaño, Sonia Gaztambide, The Diabetes Epidemiology Group
Format: Article
Language:English
Published: Nature Publishing Group 2021-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-82548-y
id doaj-ee747fc8f94b4c69b730816d1dda7ae4
record_format Article
spelling doaj-ee747fc8f94b4c69b730816d1dda7ae42021-02-07T12:36:52ZengNature Publishing GroupScientific Reports2045-23222021-02-011111810.1038/s41598-021-82548-yIncidence of diabetes mellitus and associated risk factors in the adult population of the Basque country, SpainInés Urrutia0Alicia Martín-Nieto1Rosa Martínez2J Oriol Casanovas-Marsal3Anibal Aguayo4Juan del Olmo5Eunate Arana6Elsa Fernandez-Rubio7Luis Castaño8Sonia Gaztambide9The Diabetes Epidemiology GroupBiocruces Bizkaia Health Research Institute, Cruces University Hospital, University of the Basque Country UPV/EHUBiocruces Bizkaia Health Research Institute, Cruces University Hospital, University of the Basque Country UPV/EHUBiocruces Bizkaia Health Research Institute, Cruces University Hospital, University of the Basque Country UPV/EHUBiocruces Bizkaia Health Research Institute, Cruces University Hospital, University of the Basque Country UPV/EHUBiocruces Bizkaia Health Research Institute, Cruces University Hospital, University of the Basque Country UPV/EHUClinical Chemistry Laboratory, Cruces University Hospital, OsakidetzaBiocruces Bizkaia Health Research Institute, Cruces University Hospital, University of the Basque Country UPV/EHUBiocruces Bizkaia Health Research Institute, Cruces University Hospital, University of the Basque Country UPV/EHUBiocruces Bizkaia Health Research Institute, Cruces University Hospital, University of the Basque Country UPV/EHUBiocruces Bizkaia Health Research Institute, Cruces University Hospital, University of the Basque Country UPV/EHUAbstract 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.https://doi.org/10.1038/s41598-021-82548-y
collection DOAJ
language English
format Article
sources DOAJ
author Inés Urrutia
Alicia Martín-Nieto
Rosa Martínez
J Oriol Casanovas-Marsal
Anibal Aguayo
Juan del Olmo
Eunate Arana
Elsa Fernandez-Rubio
Luis Castaño
Sonia Gaztambide
The Diabetes Epidemiology Group
spellingShingle Inés Urrutia
Alicia Martín-Nieto
Rosa Martínez
J Oriol Casanovas-Marsal
Anibal Aguayo
Juan del Olmo
Eunate Arana
Elsa Fernandez-Rubio
Luis Castaño
Sonia Gaztambide
The Diabetes Epidemiology Group
Incidence of diabetes mellitus and associated risk factors in the adult population of the Basque country, Spain
Scientific Reports
author_facet Inés Urrutia
Alicia Martín-Nieto
Rosa Martínez
J Oriol Casanovas-Marsal
Anibal Aguayo
Juan del Olmo
Eunate Arana
Elsa Fernandez-Rubio
Luis Castaño
Sonia Gaztambide
The Diabetes Epidemiology Group
author_sort Inés Urrutia
title 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_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_sort incidence of diabetes mellitus and associated risk factors in the adult population of the basque country, spain
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-02-01
description Abstract 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.
url https://doi.org/10.1038/s41598-021-82548-y
work_keys_str_mv AT inesurrutia incidenceofdiabetesmellitusandassociatedriskfactorsintheadultpopulationofthebasquecountryspain
AT aliciamartinnieto incidenceofdiabetesmellitusandassociatedriskfactorsintheadultpopulationofthebasquecountryspain
AT rosamartinez incidenceofdiabetesmellitusandassociatedriskfactorsintheadultpopulationofthebasquecountryspain
AT joriolcasanovasmarsal incidenceofdiabetesmellitusandassociatedriskfactorsintheadultpopulationofthebasquecountryspain
AT anibalaguayo incidenceofdiabetesmellitusandassociatedriskfactorsintheadultpopulationofthebasquecountryspain
AT juandelolmo incidenceofdiabetesmellitusandassociatedriskfactorsintheadultpopulationofthebasquecountryspain
AT eunatearana incidenceofdiabetesmellitusandassociatedriskfactorsintheadultpopulationofthebasquecountryspain
AT elsafernandezrubio incidenceofdiabetesmellitusandassociatedriskfactorsintheadultpopulationofthebasquecountryspain
AT luiscastano incidenceofdiabetesmellitusandassociatedriskfactorsintheadultpopulationofthebasquecountryspain
AT soniagaztambide incidenceofdiabetesmellitusandassociatedriskfactorsintheadultpopulationofthebasquecountryspain
AT thediabetesepidemiologygroup incidenceofdiabetesmellitusandassociatedriskfactorsintheadultpopulationofthebasquecountryspain
_version_ 1724280931759423488