Cardiovascular risk factors associated with acute myocardial infarction and stroke in the MADIABETES cohort

Abstract We aimed to develop two models to estimate first AMI and stroke/TIA, respectively, in type 2 diabetes mellitus patients, by applying backward elimination to the following variables: age, sex, duration of diabetes, smoking, BMI, and use of antihyperglycemic drugs, statins, and aspirin. As ti...

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Main Authors: M. A. Salinero-Fort, F. J. San Andrés-Rebollo, J. Cárdenas-Valladolid, M. Méndez-Bailón, R. M. Chico-Moraleja, E. Carrillo de Santa Pau, I. Jiménez-Trujillo, I. Gómez-Campelo, C. de Burgos Lunar, J. M. de Miguel-Yanes, MADIABETES
Format: Article
Language:English
Published: Nature Publishing Group 2021-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-94121-8
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spelling doaj-1c1b8637558d42d3b5690dd470e6c6a32021-08-01T11:26:16ZengNature Publishing GroupScientific Reports2045-23222021-07-0111111210.1038/s41598-021-94121-8Cardiovascular risk factors associated with acute myocardial infarction and stroke in the MADIABETES cohortM. A. Salinero-Fort0F. J. San Andrés-Rebollo1J. Cárdenas-Valladolid2M. Méndez-Bailón3R. M. Chico-Moraleja4E. Carrillo de Santa Pau5I. Jiménez-Trujillo6I. Gómez-Campelo7C. de Burgos Lunar8J. M. de Miguel-Yanes9MADIABETESFundación de Investigación e Innovación Biosanitaria de Atención PrimariaFundación de Investigación e Innovación Biosanitaria de Atención PrimariaFundación de Investigación e Innovación Biosanitaria de Atención PrimariaDepartamento de Medicina Interna, Hospital Universitario Clínico San Carlos, Facultad de Medicina, Universidad Complutense de Madrid (UCM), Instituto de Investigación Sanitaria Hospital Clínico de San Carlos (IdISSC)Hospital Central de la DefensaComputational Biology Group, Precision Nutrition and Cancer Program, IMDEA Food InstituteUnidad Docente y de Investigación en Medicina Preventiva y Salud Pública, Facultad de Ciencias de La Salud, Universidad Rey Juan CarlosInstituto de Investigación Sanitaria del Hospital Universitario la Paz (IdIPAZ)Departamento de Medicina Preventiva del Hospital Clínico de San Carlos, Instituto de Investigación Sanitaria Hospital Clínico de San Carlos (IdISSC)Departamento de Medicina Interna, Hospital General Universitario Gregorio Marañón. Facultad de Medicina, Universidad Complutense de Madrid (UCM), Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM)Abstract We aimed to develop two models to estimate first AMI and stroke/TIA, respectively, in type 2 diabetes mellitus patients, by applying backward elimination to the following variables: age, sex, duration of diabetes, smoking, BMI, and use of antihyperglycemic drugs, statins, and aspirin. As time-varying covariates, we analyzed blood pressure, albuminuria, lipid profile, HbA1c, retinopathy, neuropathy, and atrial fibrillation (only in stroke/TIA model). Both models were stratified by antihypertensive drugs. We evaluated 2980 patients (52.8% women; 67.3 ± 11.2 years) with 24,159 person-years of follow-up. We recorded 114 cases of AMI and 185 cases of stroke/TIA. The factors that were independently associated with first AMI were age (≥ 75 years vs. < 75 years) (p = 0.019), higher HbA1c (> 64 mmol/mol vs. < 53 mmol/mol) (p = 0.003), HDL-cholesterol (0.90–1.81 mmol/L vs. < 0.90 mmol/L) (p = 0.002), and diastolic blood pressure (65–85 mmHg vs. < 65 mmHg) (p < 0.001). The factors that were independently associated with first stroke/TIA were age (≥ 75 years vs. < 60 years) (p < 0.001), atrial fibrillation (first year after the diagnosis vs. more than one year) (p = 0.001), glomerular filtration rate (per each 15 mL/min/1.73 m2 decrease) (p < 0.001), total cholesterol (3.88–6.46 mmol/L vs. < 3.88 mmol/L) (p < 0.001), triglycerides (per each increment of 1.13 mmol/L) (p = 0.031), albuminuria (p < 0.001), neuropathy (p = 0.01), and retinopathy (p = 0.023).https://doi.org/10.1038/s41598-021-94121-8
collection DOAJ
language English
format Article
sources DOAJ
author M. A. Salinero-Fort
F. J. San Andrés-Rebollo
J. Cárdenas-Valladolid
M. Méndez-Bailón
R. M. Chico-Moraleja
E. Carrillo de Santa Pau
I. Jiménez-Trujillo
I. Gómez-Campelo
C. de Burgos Lunar
J. M. de Miguel-Yanes
MADIABETES
spellingShingle M. A. Salinero-Fort
F. J. San Andrés-Rebollo
J. Cárdenas-Valladolid
M. Méndez-Bailón
R. M. Chico-Moraleja
E. Carrillo de Santa Pau
I. Jiménez-Trujillo
I. Gómez-Campelo
C. de Burgos Lunar
J. M. de Miguel-Yanes
MADIABETES
Cardiovascular risk factors associated with acute myocardial infarction and stroke in the MADIABETES cohort
Scientific Reports
author_facet M. A. Salinero-Fort
F. J. San Andrés-Rebollo
J. Cárdenas-Valladolid
M. Méndez-Bailón
R. M. Chico-Moraleja
E. Carrillo de Santa Pau
I. Jiménez-Trujillo
I. Gómez-Campelo
C. de Burgos Lunar
J. M. de Miguel-Yanes
MADIABETES
author_sort M. A. Salinero-Fort
title Cardiovascular risk factors associated with acute myocardial infarction and stroke in the MADIABETES cohort
title_short Cardiovascular risk factors associated with acute myocardial infarction and stroke in the MADIABETES cohort
title_full Cardiovascular risk factors associated with acute myocardial infarction and stroke in the MADIABETES cohort
title_fullStr Cardiovascular risk factors associated with acute myocardial infarction and stroke in the MADIABETES cohort
title_full_unstemmed Cardiovascular risk factors associated with acute myocardial infarction and stroke in the MADIABETES cohort
title_sort cardiovascular risk factors associated with acute myocardial infarction and stroke in the madiabetes cohort
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-07-01
description Abstract We aimed to develop two models to estimate first AMI and stroke/TIA, respectively, in type 2 diabetes mellitus patients, by applying backward elimination to the following variables: age, sex, duration of diabetes, smoking, BMI, and use of antihyperglycemic drugs, statins, and aspirin. As time-varying covariates, we analyzed blood pressure, albuminuria, lipid profile, HbA1c, retinopathy, neuropathy, and atrial fibrillation (only in stroke/TIA model). Both models were stratified by antihypertensive drugs. We evaluated 2980 patients (52.8% women; 67.3 ± 11.2 years) with 24,159 person-years of follow-up. We recorded 114 cases of AMI and 185 cases of stroke/TIA. The factors that were independently associated with first AMI were age (≥ 75 years vs. < 75 years) (p = 0.019), higher HbA1c (> 64 mmol/mol vs. < 53 mmol/mol) (p = 0.003), HDL-cholesterol (0.90–1.81 mmol/L vs. < 0.90 mmol/L) (p = 0.002), and diastolic blood pressure (65–85 mmHg vs. < 65 mmHg) (p < 0.001). The factors that were independently associated with first stroke/TIA were age (≥ 75 years vs. < 60 years) (p < 0.001), atrial fibrillation (first year after the diagnosis vs. more than one year) (p = 0.001), glomerular filtration rate (per each 15 mL/min/1.73 m2 decrease) (p < 0.001), total cholesterol (3.88–6.46 mmol/L vs. < 3.88 mmol/L) (p < 0.001), triglycerides (per each increment of 1.13 mmol/L) (p = 0.031), albuminuria (p < 0.001), neuropathy (p = 0.01), and retinopathy (p = 0.023).
url https://doi.org/10.1038/s41598-021-94121-8
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