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Effect of exercise training on heart rate variability in type 2 diabetes mellitus patients: A systematic review and meta-analysis

Author

Listed:
  • Mathilde Picard
  • Igor Tauveron
  • Salwan Magdasy
  • Thomas Benichou
  • Reza Bagheri
  • Ukadike C Ugbolue
  • Valentin Navel
  • Frédéric Dutheil

Abstract

Background: Cardiac autonomic neuropathy is a common complication of type 2 diabetes mellitus (T2DM), that can be measured through heart rate variability (HRV)–known to be decreased in T2DM. Physical exercise can improve HRV in healthy population, however results are under debate in T2DM. We conducted a systemic review and meta-analysis to assess the effects of physical exercise on HRV in T2DM patients. Method: PubMed, Cochrane, Embase, and ScienceDirect databases were searched for all studies reporting HRV parameters in T2DM patients before and after exercise training, until September 20th 2020, without limitation to specific years. We conducted random-effects meta-analysis stratified by type of exercise for each of the HRV parameters: RR–intervals (or Normal to Normal intervals–NN), standard deviation of RR intervals (SDNN), percentage of adjacent NN intervals varying by more than 50 milliseconds (pNN50), root mean square of successive RR-intervals differences (RMSSD), total power, Low Frequency (LF), High Frequency (HF) and LF/HF ratio. Sensitivity analyses were computed on studies with the highest quality. Results: We included 21 studies (9 were randomized) for a total of 523 T2DM patients: 472 had an exercise training and 151 were controls (no exercise). Intervention was endurance (14 studies), resistance (2 studies), endurance combined with resistance (4 studies), and high intensity interval training (HIIT) (4 studies). After exercise training, all HRV parameters improved i.e. an increase in SDNN (effect size = 0.59, 95%CI 0.26 to 0.93), RMSSD (0.62, 0.28 to 0.95), pNN50 (0.62, 0.23 to 1.00), HF (0.58, -0.16 to 0.99), and a decrease in LF (-0.37, -0.69 to -0.05) and LF/HF (-0.52, -0.79 to -0.24). There were no changes in controls. Stratification by type of exercise showed an improvement in most HRV parameters (SDNN, RMSSD, pNN50, LF, HF, LF/HF) after endurance training, whereas mostly LF/HF was improved after both resistance training and HIIT. Supervised training improved most HRV parameters. Duration and frequency of training did not influence the benefits on HRV. Conclusion: Exercise training improved HRV parameters in T2DM patients which may reflect an improvement in the activity of the autonomic nervous system. The level of proof is the highest for endurance training. Supervised training seemed beneficial.

Suggested Citation

  • Mathilde Picard & Igor Tauveron & Salwan Magdasy & Thomas Benichou & Reza Bagheri & Ukadike C Ugbolue & Valentin Navel & Frédéric Dutheil, 2021. "Effect of exercise training on heart rate variability in type 2 diabetes mellitus patients: A systematic review and meta-analysis," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-26, May.
  • Handle: RePEc:plo:pone00:0251863
    DOI: 10.1371/journal.pone.0251863
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    References listed on IDEAS

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    1. Cédric Benoist d’Azy & Bruno Pereira & Frédéric Chiambaretta & Frédéric Dutheil, 2016. "Oxidative and Anti-Oxidative Stress Markers in Chronic Glaucoma: A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-20, December.
    2. Cédric Benoist d’Azy & Bruno Pereira & Geraldine Naughton & Frédéric Chiambaretta & Frédéric Dutheil, 2016. "Antibioprophylaxis in Prevention of Endophthalmitis in Intravitreal Injection: A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 11(6), pages 1-12, June.
    3. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
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    1. Antonio Casanova-Lizón & Agustín Manresa-Rocamora & Andrew A. Flatt & José Manuel Sarabia & Manuel Moya-Ramón, 2022. "Does Exercise Training Improve Cardiac-Parasympathetic Nervous System Activity in Sedentary People? A Systematic Review with Meta-Analysis," IJERPH, MDPI, vol. 19(21), pages 1-20, October.
    2. Mónica Enguita-Germán & Ibai Tamayo & Arkaitz Galbete & Julián Librero & Koldo Cambra & Berta Ibáñez-Beroiz, 2021. "Effect of Physical Activity on Cardiovascular Event Risk in a Population-Based Cohort of Patients with Type 2 Diabetes," IJERPH, MDPI, vol. 18(23), pages 1-13, November.

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