Key result
A novel algorithmic approach quantifying autonomic nervous system function in 21 healthy individuals found a significant positive correlation between sympathetic amplitude response and BMI (p=0.000377).
Why the study?
Autonomic nervous system function is altered in common conditions, but sensitive, quantitative biomarkers to detect these changes in healthy individuals and patients with dysautonomia were needed.
Can a template matching algorithm extracting features from multimodal physiological responses during standard autonomic tests quantify autonomic nervous system function in healthy individuals?
Observational (n=21)
Can a template matching algorithm extracting features from multimodal physiological responses during standard autonomic tests quantify autonomic nervous system function in healthy individuals?
p-value: p=0.000377
A novel algorithmic approach combining multimodal physiological responses from standard autonomic tests can robustly quantify sympathetic and parasympathetic function, demonstrating sensitivity to BMI and diurnal variations.
Sympathetic amplitude was associated with BMI in healthy adults; leaves open validation of this algorithmic approach for clinical autonomic assessment.
The autonomic nervous system (ANS), which maintains physiological homeostasis in various organ systems via parasympathetic and sympathetic branches, is altered in common diffuse and focal conditions. Sensitive, quantitative biomarkers could detect changes in ANS function, first here in healthy participants and eventually in patients displaying dysautonomia. This framework combines controlled autonomic testing with feature extraction from physiological responses. 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. 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. 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.
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Debnath et al. (2020) conducted an observational in Healthy, able-bodied individuals (n=21). Controlled autonomic testing with feature extraction was evaluated on Sympathetic and parasympathetic indices derived from physiological responses (p=0.000377). A novel algorithmic approach quantifying autonomic nervous system function in 21 healthy individuals found a significant positive correlation between sympathetic amplitude response and BMI (p=0.000377).
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