ArticleFrontiers in cardiovascular medicine2023
Real-time heart rate variability according to ambulatory glucose profile in patients with diabetes mellitus.
Article in Frontiers in cardiovascular medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 8 citations in OpenAlex.
- Assessment of Cardiorespiratory Fitness in Individuals With Type 2 Diabetes Mellitus: Protocol for a Systematic Review and Meta-Analysis.JMIR research protocols · 2026Article
- Loss of Nocturnal Dipping in Type 2 Diabetes Mellitus According to Diabetic Kidney Disease: The Role of Vitamin D Levels.Nutrients · 2026Article
- Comparative study of the early predictive values of the heart rate variability parameters, neurophysiological and metabolic markers for the early detection of type two diabetic visceral autonomic neuropathy.Journal of family medicine and primary care · 2026Article
- Advances in Electrocardiogram-Based Non-Invasive Blood Glucose Monitoring Technology.Diabetes, obesity & metabolism · 2026Review
- Re-evaluating heart rate variability biomarkers for glucose sensing: the impact of age normalisation and subject-independent validation.BMC medical informatics and decision making · 2026Article
- From Beat to Risk: How Heart Rate Variability Predicts Arrhythmias in Type 2 Diabetes.Life (Basel, Switzerland) · 2026Review
- Heart Rate Variability, Microvascular Dysfunction, and Inflammation: Exploring the Potential of taVNS in Managing Heart Failure in Type 2 Diabetes Mellitus.Biomolecules · 2025Review
- Heart Rate Variability in Relation to Cardiovascular Autonomic Neuropathy Among Patients at an Urban Hospital in Kazakhstan.International journal of environmental research and public health · 2024Article
- Predicting Dysglycemia in Patients with Diabetes Using Electrocardiogram.Diagnostics (Basel, Switzerland) · 2024Article
- Evaluating Blood Pressure Variability in Type 2 Diabetic Patients: An Insight into Non-Dipping Patterns and Their Clinical Implications.International journal of general medicine · 2024Article
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Authors and funding
11 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Autonomic neuropathy commonly occurs as a long-term complication of diabetes mellitus (DM) and can be diagnosed based on heart rate variability (HRV), calculated from electrocardiogram (ECG) recordings. There are limited data on HRV using real-time ECG and ambulatory glucose monitoring in patients with DM. The aim of this study was to investigate real-time HRV according to ambulatory glucose levels in patients with DM. Methods: A total of 43 patients (66.3 ± 7.5 years) with DM underwent continuous real-time ECG monitoring (225.7 ± 107.3 h) for HRV and ambulatory glucose monitoring using a remote monitoring system. We compared the HRV according to the ambulatory glucose profile. Data were analyzed according to the target in glucose range (TIR). Results: There were no significant differences in the baseline characteristics of the patients according to the TIR. During monitoring, we checked ECG and ambulatory glucose levels (a total of 15,090 times) simultaneously for all patients. Both time- and frequency-domain HRVs were lower when the patients had poorly controlled glucose levels (TIR < 70%) compared with well controlled glucose levels (TIR > 70%). In addition, heart and respiratory rates increased with real-time glucose levels ( Conclusions: Poorly controlled glucose levels were independently associated with lower HRV in patients with DM. This was further substantiated by the independent continuous association between real-time measurements of hyperglycemia and lower HRV. These data strongly suggest that cardiac autonomic dysfunction is caused by elevated blood sugar levels.
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