Potential physiological stress biomarkers in human sweat

F. Gioia, A. L. Callara, Tobias Bruderer, Matyas Ripszam, F. Francesco, E. P. Scilingo, A. Greco
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引用次数: 1

Abstract

Emotional sweating occurs in response to affective stimuli like fear, anxiety, or stress and is more evident in specific parts of the body such as the palms, soles, and axillae. During emotional sweating, humans release many volatile organic compounds (VOCs) that could play a crucial role as possible com-municative signals of specific emotions. In this preliminary study, we investigated seven volatiles belonging to the chemical class of acids and released from the armpit as possible stress biomarkers. To this aim, we processed sweat VOCs and physiological stress correlates such as heart rate variability (HRV), electrodermal activity, and thermal imaging during a Stroop color-word test. Particularly, we modelled the variability of well-known stress markers extracted from the physiological signals as a function of the acid VOCs by means of LASSO regression. LASSO results revealed that the dodecanoic acid was the only selected regressor and it was able to significantly explain more than 64 % of the variance of both the mean temperature of the tip of the nose (p=0.018, R2=0.64) and of the mean HRV (p=0.011, R2=0.67). Although preliminary, our results suggest that dodecanoic acid could be a marker of the sympathetic nervous system response to stress stimuli, opening for the detection of new biomarkers of stress.
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人体汗液中潜在的生理应激生物标志物
情绪性出汗是对恐惧、焦虑或压力等情感刺激的反应,在身体的特定部位更为明显,如手掌、脚底和腋窝。在情绪出汗时,人类会释放出许多挥发性有机化合物(VOCs),这些化合物可能作为特定情绪的交流信号发挥着至关重要的作用。在这项初步研究中,我们研究了7种属于化学类酸的挥发物,这些挥发物从腋窝释放出来,作为可能的应激生物标志物。为此,我们在Stroop色字测试中处理了汗液中挥发性有机化合物和生理应激相关的指标,如心率变异性(HRV)、皮肤电活动和热成像。特别是,我们通过LASSO回归模拟了从生理信号中提取的众所周知的胁迫标记物作为酸性VOCs的函数的变异性。LASSO结果显示,十二烷酸是唯一选择的回归因子,它能够显著解释鼻尖平均温度(p=0.018, R2=0.64)和平均HRV (p=0.011, R2=0.67)超过64%的方差。虽然是初步的,但我们的结果表明,十二烷酸可能是交感神经系统对压力刺激反应的标志物,为检测新的压力生物标志物打开了大门。
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