A method to quantify autonomic nervous system function in healthy, able-bodied individuals.

Shubham Debnath, Todd J Levy, Mayer Bellehsen, Rebecca M Schwartz, Douglas P Barnaby, Stavros Zanos, Bruce T Volpe, Theodoros P Zanos
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引用次数: 14

Abstract

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 .

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Abstract Image

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一种量化健康健全个体自主神经系统功能的方法。
背景:自主神经系统(ANS)通过副交感神经和交感神经分支维持各种器官系统的生理稳态。ANS功能在常见的弥漫性和局灶性条件下发生改变,预示着环境和疾病应激的开始。首次在健康参与者中定义的可靠、敏感和定量的生物标志物可以区分ANS功能的临床有用变化。该框架将受控自主测试与生理反应过程中的特征提取相结合。方法:21名受试者在两周内的两个上午和两个下午接受了评估。每节课包括五项探索自主神经功能的标准临床测试:深蹲测试、冷加压测试、潜水反射测试、深呼吸和瓦尔萨尔瓦动作。无创传感器可采集连续心电图、血压、呼吸、皮肤电活动和瞳孔直径。提取心率、心率变异性、平均动脉压、皮肤电活动和瞳孔直径对扰动的反应,并计算参与者的平均值。模板匹配算法计算缩放和拉伸特征,这些特征将平均值最佳地拟合到单个响应。根据测试和模式对这些特征进行分组,以得出该健康人群的交感神经和副交感神经指数。结果:显著正相关(p = 0.000377)。此外,在下午的测试中出现了持续时间更长、振幅更大的交感神经和持续时间更长的副交感神经反应;上午的副交感神经反应幅度较大。结论:这些结果证明了从标准测试中提取多模态响应的算法方法的稳健性和敏感性。这种量化ANS功能的新方法可用于早期诊断、疾病进展的测量或治疗评估。试验注册:本研究在Clinicaltrials.gov注册,标识符为NCT04100486。注册于2019年9月24日,https://www.clinicaltrials.gov/ct2/show/NCT04100486。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
6.90
自引率
0.00%
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审稿时长
8 weeks
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