Decreased heart rate variability as a predictor for diabetes—A prospective study of the Brazilian longitudinal study of adult health
- 6 May 2019
- journal article
- research article
- Published by Wiley in Diabetes/Metabolism Research and Reviews
- Vol. 35 (7) , e3175
Abstract
Aim: To investigate whether heart rate variability (HRV) is a predictor for the incidence of diabetes in a 4‐year follow‐up.Materials and methods: The HRV of 9192 participants free of diabetes was analysed in time and frequency domains and stratified based on the reference values presented in the literature. The participants were then allocated to one of three groups, according to age‐specific value distributions for each HRV domain: lower than the 25th percentile, between the 25th and 75th percentiles, and higher than the 75th percentile. The association between HRV and diabetes incidence at 4‐year follow‐up was analysed using Poisson regression models with robust estimator.Results: Six hundred thirty‐four participants (6.90%) developed diabetes within 4 years and five out of six HRV analysed indices showed increased relative risk of developing diabetes associated with low HRV: SDNN (RR = 1.29; 95% CI, 1.09‐1.52; .003), pNN50 (RR = 1.33; 95% CI, 1.11‐1.58; .001), RMSSD (RR = 1.29; 95% CI, 1.09‐1.53; .004), LF (RR = 1.25; 95% CI, 1.05‐1.48; .012), and HF (RR = 1.39; 95% CI, 1.16‐1.63; .001).Conclusions: This study suggests that both overall variability and changes in parasympathetic modulation precede the incidence of diabetes. For four HRV indices below the 25th percentile, the risk for incident diabetes was 68% higher than for those participants who presented none. We concluded that HRV is an independent risk predictor of diabetes in a 4‐year period.Keywords
This publication has 28 references indexed in Scilit:
- Earlier age at menarche is associated with higher diabetes risk and cardiometabolic disease risk factors in Brazilian adults: Brazilian Longitudinal Study of Adult Health (ELSA-Brasil)Cardiovascular Diabetology, 2014
- Brazilian Longitudinal Study of Adult Health (ELSA-Brasil): Objectives and DesignAmerican Journal of Epidemiology, 2012
- Diabetes Mellitus, Fasting Glucose, and Risk of Cause-Specific DeathNew England Journal of Medicine, 2011
- Identifying diabetic patients with cardiac autonomic neuropathy by heart rate complexity analysisBioMedical Engineering OnLine, 2009
- Cardiac autonomic balance versus cardiac regulatory capacityPsychophysiology, 2008
- Prospective Investigation of Autonomic Nervous System Function and the Development of Type 2 DiabetesCirculation, 2003
- New insights into sympathetic regulation of glucose and fat metabolismDiabetologia, 2000
- Heart Rate VariabilityCirculation, 1996
- Cardiovascular neural regulation explored in the frequency domain.Circulation, 1991
- The Value of Cardiovascular Autonomic Function Tests: 10 Years Experience in DiabetesDiabetes Care, 1985