ReviewBrain sciences2022
Heart Rate Variability and Pain: A Systematic Review.
Review in Brain sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07055373 (The Safety and Feasibility of Transauricular Vagus Nerve Stimulation Therapy in Chronic Whiplash-Associated Disorders), which is not on this map. Cited by 115 papers, 4 of them syntheses that pooled 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.
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.
The Safety and Feasibility of Transauricular Vagus Nerve Stimulation Therapy in Chronic Whiplash-Associated Disorders: A Randomized Pilot Trial
Who cites it
115 citing papers in PubMed, 4 syntheses or guidelines pooled it, 172 citations in OpenAlex.
- Grief-Related Chest Pain: A Review, Conceptual Analysis, and Integrative Model.Psychophysiology · 2026Pooled it
- Exercise and Heart Rate Variability in Chronic Musculoskeletal Pain: A Systematic Review.Sports medicine - open · 2025Pooled it
- The efficacy and mechanisms of low-intensity transcranial ultrasound stimulation on pain: a systematic review of human and animal studies.The journal of headache and pain · 2025Pooled it
- Gut dysbiosis in patients with chronic pain: a systematic review and meta-analysis.Frontiers in immunology · 2024Pooled it
- Effect of virtual reality on pain and anxiety during colonoscopy: A randomized control trial.The Journal of international medical research · 2026Trial
- Autonomic indices of negative emotion regulation predict treatment response in opioid-treated chronic low back pain.The journal of pain · 2026Trial
- Can Nocebo Effects Be Reduced via Open- and Closed-Label Counterconditioning?European journal of pain (London, England) · 2026Trial
- Effect of dual direct and alternating currents on pain induced by blood sampling and intramuscular injection processes.Pain management · 2025Trial
- Are changes in pain associated with changes in heart rate variability in patients treated for recurrent or persistent neck pain?BMC musculoskeletal disorders · 2022Trial
- Article
- Article
- A reporting checklist for human and animal heart rate variability research.Pflugers Archiv : European journal of physiology · 2026Review
- Smartwatch-derived digital biomarkers distinguish episodic pain phenotypes in chronic low back pain.medRxiv : the preprint server for health sciences · 2026Article
- Perioperative Esmolol Is Associated with Early Opioid Sparing in Patients with Ischemic Heart Disease: Evidence from a Retrospective Cohort and an Incisional Pain Rat Model.Current medical science · 2026Article
- Physiological Data Analysis Framework for Pain Prediction in Physical Rehabilitation.Sensors (Basel, Switzerland) · 2026Article
- Not All Microbiomes Reflect Chronic Pain: Evidence from the Urinary Tract in a Case-Control Study.Journal of clinical medicine · 2026Article
- Exposure to false cardiac feedback alters pain perception and anticipatory cardiac frequency.eLife · 2026Article
- Autonomic Non-Responsiveness in HRV Biofeedback: A Narrative Conceptual Review and Future Directions for AI-Guided Closed-Loop Adaptive Systems.Medicina (Kaunas, Lithuania) · 2026Review
- Sleep heart rate predicts next-day pain medication use in posttraumatic stress disorder inpatients.Pain reports · 2026Article
- Healthcare providers' experience of delivering a heart rate variability feedback intervention to individuals living with spinal cord injury to inform implementation into usual care.BMC health services research · 2026Article
55 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
BACKGROUND AND
objectiveHeart rate variability (HRV) as an index of the autonomic nervous system appears to be related to reactivity to experimental pain stimuli. HRV could better explain the contributions of sympathetic and parasympathetic activity response to nociceptive stimulation. The aim of this study was to systematically review and synthesize the current evidence on HRV in relation to the experience of pain in experimental tasks. Databases and Data Treatment: Studies indexed in the PubMed, PsycINFO, MEDLINE, WebOfScience, and Scopus databases were reviewed for eligibility. Studies on the autonomic response (i.e., HRV) to experimentally induced pain in healthy adults were included. Different methods of pain induction were considered (e.g., thermal, pressure, and electrical). Data were synthesized considering the association between HRV and both pain induction and subjective measures of pain.
resultsSeventy-one studies were included. The results underline significant change in both the sympathetic and parasympathetic autonomic nervous systems during the painful stimulation independent of the pain induction method. The autonomic reaction to pain could be affected by several factors, such as sex, age, body mass index, breathing patterns, the intensity of the stimulation, and the affective state. Moreover, an association between the autonomic nervous system and the subjective experience of pain was found. Higher parasympathetic activity was associated with better self-regulation capacities and, accordingly, a higher pain inhibition capacity.
conclusionsHRV appears to be a helpful marker to evaluate nociceptive response in experimentally induced pain. Future studies are also needed in clinical samples to understand better the interindividual changes of autonomic response due to pain stimuli.
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Registered trials
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 OpenQuestion graph.