Evidence map›Paper›PMID 40895095›Full record

SynthesisFrontiers in neurology2025

Effects of sleep deprivation on heart rate variability: a systematic review and meta-analysis.

Suling Zhang, Xiaodan Niu, Jinke Ma, Xin Wei, Jun Zhang, Weiping Du

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in neurology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

21 citing papers in PubMed.

  1. A reporting checklist for human and animal heart rate variability research.Pflugers Archiv : European journal of physiology · 2026
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  12. Predicting driver fatigue using HRV measures and machine learning.Frontiers in sports and active living · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Suling Zhang *Department of Public Basic Teaching, Xi'an Academy of Fine Arts, Institute of Body-Medicine Integration, Xi'an, China.
Xiaodan Niu *Department of Public Basic Teaching, Xi'an Academy of Fine Arts, Institute of Body-Medicine Integration, Xi'an, China.
Jinke MaDepartment of Public Basic Teaching, Xi'an Academy of Fine Arts, Institute of Body-Medicine Integration, Xi'an, China.
Xin WeiSchool of Software, Xi'an Jiaotong University, Xi'an, China.
Jun ZhangDepartment of Public Basic Teaching, Xi'an Academy of Fine Arts, Institute of Body-Medicine Integration, Xi'an, China.
Weiping DuSchool of Physical Education and Sport, Ningxia Normal University, Guyuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Sleep deprivation is prevalent in high-pressure environments and among shift workers, and may contribute to autonomic nervous system (ANS) dysregulation, contributing to cardiovascular diseases, mood disorders, and cognitive impairment. Heart rate variability (HRV), an important indicator of ANS function, reflects fluctuations in sympathetic and parasympathetic activity and is commonly used to assess the autonomic effects of sleep deprivation. However, existing studies exhibit considerable heterogeneity due to inconsistencies in HRV measurement methods, variations in deprivation duration, and inadequate control of confounding factors. Objective: This study aimed to comprehensively evaluate the impact of sleep deprivation on HRV through a systematic review and meta-analysis of randomized controlled trials (RCTs), to elucidate the potential mechanisms underlying sleep deprivation-induced cardiac autonomic dysfunction, and to provide insights for optimizing sleep-related interventions and preventing cardiovascular disease. Methods: A systematic search was conducted in PubMed, Embase, CNKI, Wanfang, and VIP databases for RCTs investigating the effects of sleep deprivation on HRV, covering the period from January 2010 to May 2024. The Cochrane Risk of Bias tool was used for methodological quality assessment. Meta-analyses were performed using Review Manager 5.4 and Stata 17.0 software. Results: A total of 11 eligible studies involving 549 participants were included. The meta-analysis revealed that: (1) In the time domain, sleep deprivation was associated with a non-significant reduction in SDNN ( Conclusion: This meta-analysis indicates that sleep deprivation may impair cardiac autonomic function, as evidenced by decreased RMSSD and increased LF and LF/HF, suggesting sympathetic predominance and vagal suppression. However, changes in other HRV indices such as SDNN and HF were not statistically significant. These findings imply a potential disruption of the dynamic balance between sympathetic and parasympathetic activity following sleep deprivation. Future research should adopt standardized HRV measurement protocols to validate these findings and further explore the underlying physiological mechanisms. This study provides important evidence for understanding the dynamic changes in autonomic function associated with sleep deprivation. Systematic review registration: https://inplasy.com/projects/, identifier INPLASY202560023.

Indexed as

autonomic nervousHRVmeta-analysissleep deprivationsystematic review

Identifiers

PMID40895095
PMCPMC12394884

What Socratic holds

Textmetadata
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.