ArticleBioelectronic medicine2021
A method to quantify autonomic nervous system function in healthy, able-bodied individuals.
Article in Bioelectronic medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 12 papers, 1 of them a synthesis that pooled it.
What it found
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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.
A Pilot Study to Quantify the Autonomic Nervous System Balance in Healthy, Able-Bodied Individuals
Knowledge Translation of Personalized Stress Management in Occupational Populations With Application of HUAWEI Portable Devices
Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it, 27 citations in OpenAlex.
- Inconclusive evidence that breathing shapes pupil dynamics in humans: a systematic review.Pflugers Archiv : European journal of physiology · 2023Pooled it
- Autonomic and neural responses to varying transcutaneous cervical electrical stimulation parameters.Bioelectronic medicine · 2026Article
- Multisensory Rhythmic Entrainment as a Mechanistic Framework for Modulating Prefrontal Network Stability in Focal Epilepsy.Brain sciences · 2025Article
- A Dynamic Link between Respiration and Arousal.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Article
- Effect of neuromodulation for chronic pain on the autonomic nervous system: a systematic review.BJA open · 2024Review
- Machine learning-enabled detection of attention-deficit/hyperactivity disorder with multimodal physiological data: a case-control study.BMC psychiatry · 2024Observational
- A Preliminary Study on Sympathetic Skin Response in Acute Ischemic Cerebrovascular Disease.International journal of general medicine · 2023Article
- A flexible adhesive surface electrode array capable of cervical electroneurography during a sequential autonomic stress challenge.Scientific reports · 2022Article
- Understanding Mental Health Needs and Gathering Feedback on Transcutaneous Auricular Vagus Nerve Stimulation as a Potential PTSD Treatment among 9/11 Responders Living with PTSD Symptoms 20 Years Later: A Qualitative Approach.International journal of environmental research and public health · 2022Article
- Autonomic nervous activity analysis based on visibility graph complex networks and skin sympathetic nerve activity.Frontiers in physiology · 2022Article
- Closed-Loop Vagus Nerve Stimulation for the Treatment of Cardiovascular Diseases: State of the Art and Future Directions.Frontiers in cardiovascular medicine · 2022Review
- Biochemical and Hematological Relationship with the Evaluation of Autonomic Dysfunction by Heart Rate Recovery in Patients with Asthma and Type 2 Diabetes.Diagnostics (Basel, Switzerland) · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe autonomic nervous system (ANS) maintains physiological homeostasis in various organ systems via parasympathetic and sympathetic branches. ANS function is altered in common diffuse and focal conditions and heralds the beginning of environmental and disease stresses. Reliable, sensitive, and quantitative biomarkers, first defined in healthy participants, could discriminate among clinically useful changes in ANS function. This framework combines controlled autonomic testing with feature extraction during physiological responses.
methodsTwenty-one individuals were assessed in two morning and two afternoon sessions over two weeks. Each session included five standard clinical tests probing autonomic function: squat test, cold pressor test, diving reflex test, deep breathing, and Valsalva maneuver. Noninvasive sensors captured continuous electrocardiography, blood pressure, breathing, electrodermal activity, and pupil diameter. Heart rate, heart rate variability, mean arterial pressure, electrodermal activity, and pupil diameter responses to the perturbations were extracted, and averages across participants were computed. A template matching algorithm calculated scaling and stretching features that optimally fit the average to an individual response. These features were grouped based on test and modality to derive sympathetic and parasympathetic indices for this healthy population.
resultsA significant positive correlation (p = 0.000377) was found between sympathetic amplitude response and body mass index. Additionally, longer duration and larger amplitude sympathetic and longer duration parasympathetic responses occurred in afternoon testing sessions; larger amplitude parasympathetic responses occurred in morning sessions.
conclusionsThese results demonstrate the robustness and sensitivity of an algorithmic approach to extract multimodal responses from standard tests. This novel method of quantifying ANS function can be used for early diagnosis, measurement of disease progression, or treatment evaluation.
trial registrationThis study registered with Clinicaltrials.gov , identifier NCT04100486 . Registered September 24, 2019, https://www.clinicaltrials.gov/ct2/show/NCT04100486 .
Identifiers
What Socratic 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 Socratic graph.