A significant positive correlation was found between sympathetic amplitude response and body mass index (p = 0.000377) using a novel template matching algorithm to quantify autonomic function.
Observational (n=21)
No
Can an algorithmic approach extracting multimodal responses from standard autonomic tests reliably quantify autonomic nervous system function in healthy individuals?
A novel algorithmic approach using standard noninvasive autonomic tests can reliably quantify autonomic nervous system function and correlates with BMI in healthy individuals.
p-value: p=0.000377
BACKGROUND: The 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. METHODS: Twenty-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. RESULTS: A 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. CONCLUSIONS: These 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 REGISTRATION: This study registered with Clinicaltrials.gov , identifier NCT04100486 . Registered September 24, 2019, https://www.clinicaltrials.gov/ct2/show/NCT04100486 .
Debnath et al. (Thu,) conducted a observational in Healthy (n=21). Standard clinical autonomic tests (squat test, cold pressor test, diving reflex test, deep breathing, Valsalva maneuver) was evaluated on Correlation between sympathetic amplitude response and body mass index (p=0.000377). A significant positive correlation was found between sympathetic amplitude response and body mass index (p = 0.000377) using a novel template matching algorithm to quantify autonomic function.
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