ArticleIntensive care medicine experimental2017
Heart rate variability in critical care medicine: a systematic review.
Article in Intensive care medicine experimental, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers.
What it found
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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.
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Who cites it
36 citing papers in PubMed.
- Heart rate variability biofeedback for critical illness polyneuropathy: a randomized sham-controlled study.European journal of neurology · 2024Trial
- Effect of transauricular nerve stimulation on perioperative pain: a single-blind, analyser-masked, randomised controlled trial.British journal of anaesthesia · 2023Trial
- Trial
- Article
- Continuous autonomic system monitoring during neurosurgical procedures -proof of concept.Journal of clinical monitoring and computing · 2026Article
- Heart-rate-derived variability measures and in-hospital mortality in critically ill patients with heart failure and atrial fibrillation: insights from the MIMIC-IV database.BMC cardiovascular disorders · 2026Article
- Medication Effects on Heart Rate Variability in Critical Illness: The Overlooked Confounder.Critical care explorations · 2026Review
- Beat-to-Beat QT Variability: A Population Study of the QT Variability Index Composition.Diagnostics (Basel, Switzerland) · 2026Article
- Prediction of neurological outcome after pediatric cardiac arrest using heart rate variability and machine learning.Resuscitation · 2026Article
- Sepsis-associated gastrointestinal dysfunction: neuroimmune mechanisms, gut-brain axis disruption, and therapeutic potential of vagus nerve-targeted neuromodulation.Frontiers in medicine · 2026Review
- Heart rate variability findings in neurological decompression sickness: an exploratory case series.Frontiers in physiology · 2026Article
- Electroacupuncture-inspired neuroimmune modulation in sepsis: evidence appraisal and ICU trial-design priorities.Frontiers in medicine · 2026Review
- Analysis of heart rate variability in critical septic patients using a smartphone application: a prospective cohort study.Frontiers in medicine · 2026Article
- A Heart Rate Variability-Derived Decision Support Tool for Prognostication in Emergency Department Patients With Suspected Infection.BioMed research international · 2026Observational
- Decreased Heart Rate Variability Is Associated with Increased Fatigue Across Different Medical Populations: A Systematic Review.Pathophysiology : the official journal of the International Society for Pathophysiology · 2025Review
- Heart Rate Variability Applications in Medical Specialties: A Narrative Review.Applied psychophysiology and biofeedback · 2025Review
- Combining 24-Hour Continuous Monitoring of Time-Locked Heart Rate, Physical Activity and Gait in Older Adults: Preliminary Findings.Sensors (Basel, Switzerland) · 2025Article
- Exploration of simultaneous transients between cerebral hemodynamics and the autonomic nervous system using windowed time-lagged cross-correlation matrices: a CENTER-TBI study.Acta neurochirurgica · 2024Article
- Predictors of intradialytic hypotension in critically ill patients undergoing kidney replacement therapy: a systematic review.Intensive care medicine experimental · 2024Review
- Inter- and intra-examiner reliability of short-term measurement of heart rate variability on rest in patients hospitalized with COVID-19.Scientific reports · 2024Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
backgroundHeart rate variability (HRV) has been used to assess cardiac autonomic activity in critically ill patients, driven by translational and biomarker research agendas. Several clinical and technical factors can interfere with the measurement and/or interpretation of HRV. We systematically evaluated how HRV parameters are acquired/processed in critical care medicine.
methodsPubMed, MEDLINE, EMBASE and the Cochrane Central Register of Controlled Trials (1996-2016) were searched for cohort or case-control clinical studies of adult (>18 years) critically ill patients using heart variability analysis. Duplicate independent review and data abstraction. Study quality was assessed using two independent approaches: Newcastle-Ottowa scale and Downs and Black instrument. Conduct of studies was assessed in three categories: (1) study design and objectives, (2) procedures for measurement, processing and reporting of HRV, and (3) reporting of relevant confounding factors.
resultsOur search identified 31/271 eligible studies that enrolled 2090 critically ill patients. A minority of studies (15; 48%) reported both frequency and time domain HRV data, with non-normally distributed, wide ranges of values that were indistinguishable from other (non-critically ill) disease states. Significant heterogeneity in HRV measurement protocols was observed between studies; lack of adjustment for various confounders known to affect cardiac autonomic regulation was common. Comparator groups were often omitted (n = 12; 39%). This precluded meaningful meta-analysis.
conclusionsMarked differences in methodology prevent meaningful comparisons of HRV parameters between studies. A standardised set of consensus criteria relevant to critical care medicine are required to exploit advances in translational autonomic physiology.
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