Both Prediabetes and Type 2 Diabetes Are Associated With Lower Heart Rate Variability: The Maastricht Study
Open accessAbstract
OBJECTIVE: Low heart rate variability (HRV), a marker for cardiac autonomic dysfunction, is a known feature of type 2 diabetes, but it remains incompletely understood whether this also applies to prediabetes or across the whole glycemic spectrum. Therefore, we investigated the association among prediabetes, type 2 diabetes, and measures of glycemia and HRV. RESEARCH DESIGN AND METHODS: In the population-based Maastricht Study (n = 2,107; mean ± SD age 59 ± 8 years; 52% men; normal glucose metabolism [n = 1,226], prediabetes [n = 331], and type 2 diabetes [n = 550, oversampled]), we determined 24-h electrocardiogram-derived HRV in time and frequency domains (individual z-scores, based upon seven and six variables, respectively). We used linear regression with adjustments for age, sex, and major cardiovascular risk factors. RESULTS: After adjustments, both time and frequency domain HRV were lower in prediabetes and type 2 diabetes as compared with normal glucose metabolism (standardized β [95% CI] for time domain: −0.15 [−0.27; −0.03] and −0.34 [−0.46; −0.22], respectively, P for trend <0.001; for frequency domain: −0.14 [−0.26; −0.02] and −0.31 [−0.43; −0.19], respectively, P for trend <0.001). In addition, 1-SD higher glycated hemoglobin, fasting plasma glucose, and 2-h postload glucose were associated with lower HRV in both domains (time domain: −0.16 [−0.21; −0.12], −0.16 [−0.21; −0.12], and −0.15 [−0.20; −0.10], respectively; frequency domain: −0.14 [−0.19; −0.10], −0.14 [−0.18; −0.09], and −0.13 [−0.18; −0.08], respectively). CONCLUSIONS: Both prediabetes and type 2 diabetes were independently associated with lower HRV. This is further substantiated by independent continuous associations between measures of hyperglycemia and lower HRV. These data strongly suggest that cardiac autonomic dysfunction is already present in prediabetes.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Both diabetes mellitus and prediabetes are independently associated with lower heart rate variability (HRV).
“Both DM and prediabetes are independently associated with lower heart rate variability (HRV), which suggests that cardiac autonomic dysfunction may be characteristic of prediabetes2–5.”
From Sleep and temperature data from wearable devices support noninvasive detection of diabetes mellitus in a large-scale, retrospective analysis (2026) · cites this paper as [4]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 34 · Cited by 93
Research works printed but not linked: 1
- Biondi-Zoccai GG, Abbate A, Liuzzo G, Biasucci LM. Atherothrombosis, inflammation, and dia- betes. J Am Coll Cardiol 2003;41:1071-1077
- Authors
- Coopmans, C., Zhou, T. L., Henry, R. M. A., Heijman, J., Schaper, N. C., Koster, A., Schram, M. T., van der Kallen, C. J. H., Wesselius, A., den Engelsman, R. J. A., Crijns, H. J. G. M., & Stehouwer, C. D. A.
- Affiliations
- Maastricht University Medical Centre (NL)
- Maastricht University (NL)
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, the Netherlands
- Fysiologic ECG Services, Amsterdam, the Netherlands
- Corresponding author
- Stehouwer, Coen D.A.
- ORCID
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2020-03-11
- Volume
- 43
- Issue
- 5
- Pages
- 1126-1133
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- OpenAlex
- W3012217740
- Cited by
- 93
- References
- 34
- Citations by year
- 2026: 21 · 2025: 20 · 2024: 10 · 2023: 14 · 2022: 13 · 2021: 9 · 2020: 6
- FWCI
- 6.49
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Diabetes Care (publishedVersion)
- PubMed (publishedVersion)
- Research Publications (Maastricht University) (publishedVersion, other-oa)
- Research Publications (Maastricht University) (submittedVersion, other-oa)
- Funders
- European Regional Development Fund (31O.041)
- Stichting De Weijerhorst
- Pearl String Initiative Diabetes
- CARIM School for Cardiovascular Diseases
- Health Foundation Limburg
- Janssen-Cilag B.V.
- Novo Nordisk Farma B.V.
- Sanofi-Aventis Netherlands B.V.
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Rate Variability and Autonomic Control
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- heart rate variability, prediabetes, type 2 diabetes, cardiac autonomic dysfunction, HbA1c, fasting blood glucose, glycemic control, Maastricht Study, older adults, cardiovascular risk factors, mortality risk
- MeSH terms
- Adult, Aged, Arrhythmias, Cardiac, Autonomic Nervous System, Autonomic Nervous System Diseases, Blood Glucose, Diabetes Mellitus, Type 2, Female, Heart, Heart Diseases, Heart Rate, Glycated Hemoglobin, Humans, Hyperglycemia, Male, Middle Aged, Netherlands, Prediabetic State, Risk Factors, Cohort Studies
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review