ArticlePain reports2024
Night time heart rate predicts next-day pain in fibromyalgia and primary back pain.
Article in Pain reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06960330 (Wearable Biofeedback Devices for Remote Physiotherapy and Rehabilitation for Elderly Patients Suffering From Arthritis and Fibromyalgia), which is not on this map. Cited by 10 papers, 1 of them a synthesis 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.
Wearable Biofeedback Devices for Remote Physiotherapy and Rehabilitation for Elderly Patients Suffering From Arthritis and Fibromyalgia
Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Predicting chronic pain using wearable devices: a scoping review of sensor capabilities, data security, and standards compliance.Frontiers in digital health · 2025Pooled it
- Smartwatch-derived digital biomarkers distinguish episodic pain phenotypes in chronic low back pain.medRxiv : the preprint server for health sciences · 2026Article
- Sleep heart rate predicts next-day pain medication use in posttraumatic stress disorder inpatients.Pain reports · 2026Article
- Targeted Real-Time Assessment of Chronic Pain (TRAC-Pain) in Youth: Protocol for a Digital Biosignature Development Through a Prospective Observational Cohort Study.JMIR research protocols · 2026Observational
- Why sleep matters in chronic pain: evidence across the lifespan.EBioMedicine · 2026Review
- Moving Toward Objective Diagnosis in Fibromyalgia: Emerging Biomarkers and Digital Phenotyping Tools.Biomedicines · 2026Review
- Pain assessment and determination methods with wearable sensors: a scoping review.Medical & biological engineering & computing · 2026Article
- Wearable sensor technologies for individuals with back pain: a scoping review.Pain management · 2025Article
- Imbalances in the Content of Sleep and Pain Assessments in Patients with Chronic Pain: A Scoping Review.F1000Research · 2025Article
- Interstitial cystitis-an imbalance of risk and protective factors?Frontiers in pain research (Lausanne, Switzerland) · 2024Review
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Primary chronic pain is pain that persists for over 3 months without associated measurable tissue damage. One of the most consistent findings in primary chronic pain is its association with autonomic hyperactivation. Yet whether the autonomic hyperactivation causes the pain or results from it is still unclear. It is also unclear to what extent autonomic hyperactivation is related to experienced pain intensity in different subtypes or primary chronic pain. Objectives: Our first aim was to test lagged relationships between the markers of autonomic activation (heart rate) and pain intensity to determine its directionality. The main question here was whether autonomic biomarkers predict pain intensity or whether pain intensity predicts autonomic biomarkers. The second aim was to test whether this relationship is different between people with primary back pain and people with fibromyalgia. Methods: Sixty-six patients with chronic pain were observed over an average of 81 days. Sleep heart rate and heart rate variability were measured with a wearable sensor, and pain intensity was assessed from daily subjective reports. Results: The results showed a predictive relationship between sleep heart rate and next-day pain intensity ( Conclusions: These findings suggest that autonomic hyperactivation, whether stress-driven or arising from other causes,
Indexed as
Identifiers
What OpenQuestion holds
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.