Potential physiological stress biomarkers in human sweat

被引:0
|
作者
Gioia, Federica [1 ]
Callara, Alejandro Luis [1 ]
Bruderer, Tobias [2 ]
Ripszam, Matyas [2 ]
Di Francesco, Fabio [2 ]
Scilingo, Enzo Pasquale [1 ]
Greco, Alberto [1 ]
机构
[1] Univ Pisa, Res Ctr E Piaggio, Pisa, Italy
[2] Univ Pisa, Dip Chim & Chim Ind, Pisa, Italy
关键词
Emotional sweat; stress correlate volatiles; physiological stress correlates; LASSO; HEART-RATE-VARIABILITY;
D O I
10.1109/MEMEA54994.2022.9856534
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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 communicative 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, R-2=0.64) and of the mean HRV (p=0.011, R-2=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.
引用
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页数:6
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