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Non-targeted Metabolomics Analysis Reveals Distinct Metabolic Profiles Between Positive and Negative Emotional Tears of Humans: A Preliminary Study

Background Basal, reflex, and emotional tears differ in chemical components. It is not yet known whether chemical differences exist in tears of different emotions. We investigated the biochemical basis of emotional tears by performing non-targeted metabolomics analyses of positive and negative emoti...

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Autores principales: Liang, Hao, Wu, Songye, Yang, Duo, Huang, Jianhua, Yao, Xiaolei, Gong, Jingbo, Qing, Zhixing, Tao, Lijuan, Peng, Qinghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cureus 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476548/
https://www.ncbi.nlm.nih.gov/pubmed/37671209
http://dx.doi.org/10.7759/cureus.42985
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author Liang, Hao
Wu, Songye
Yang, Duo
Huang, Jianhua
Yao, Xiaolei
Gong, Jingbo
Qing, Zhixing
Tao, Lijuan
Peng, Qinghua
author_facet Liang, Hao
Wu, Songye
Yang, Duo
Huang, Jianhua
Yao, Xiaolei
Gong, Jingbo
Qing, Zhixing
Tao, Lijuan
Peng, Qinghua
author_sort Liang, Hao
collection PubMed
description Background Basal, reflex, and emotional tears differ in chemical components. It is not yet known whether chemical differences exist in tears of different emotions. We investigated the biochemical basis of emotional tears by performing non-targeted metabolomics analyses of positive and negative emotional tears of humans. Methods Samples of reflex, negative, and positive emotional tears were obtained from 12 healthy college participants (11 females and one male). Untargeted metabolomics was performed to identify metabolites in different types of tears. The differentially altered metabolites were screened and assessed using univariate and multivariate analyses. Results The orthogonal partial least squares discriminant analysis model showed that reflex, negative, and positive emotional tears were clearly separated. A total of 133 significantly differentially expressed metabolites of electrospray ionization source (ESI-) mode were identified between negative and positive emotional tears. The top 50 differentially expressed metabolites between negative and positive emotional tears were highly correlated. Pathway analysis revealed that secretion of negative emotional tears was associated with some synapses in the brain, regulation of a series of endocrine hormones, including the estrogen signaling pathway, and inflammation activities, while secretion of positive emotional tears was correlated with biotin and caffeine metabolism. Conclusions It is indicated that metabolic profiles of reflex, positive, and negative emotional tears of humans are distinct, and secretion of the tears involves distinct biological activities. Therefore, we present a chemical method for detecting human emotions, which may become a powerful tool for the diagnosis of mental diseases and the identification of fake tears.
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spelling pubmed-104765482023-09-05 Non-targeted Metabolomics Analysis Reveals Distinct Metabolic Profiles Between Positive and Negative Emotional Tears of Humans: A Preliminary Study Liang, Hao Wu, Songye Yang, Duo Huang, Jianhua Yao, Xiaolei Gong, Jingbo Qing, Zhixing Tao, Lijuan Peng, Qinghua Cureus Ophthalmology Background Basal, reflex, and emotional tears differ in chemical components. It is not yet known whether chemical differences exist in tears of different emotions. We investigated the biochemical basis of emotional tears by performing non-targeted metabolomics analyses of positive and negative emotional tears of humans. Methods Samples of reflex, negative, and positive emotional tears were obtained from 12 healthy college participants (11 females and one male). Untargeted metabolomics was performed to identify metabolites in different types of tears. The differentially altered metabolites were screened and assessed using univariate and multivariate analyses. Results The orthogonal partial least squares discriminant analysis model showed that reflex, negative, and positive emotional tears were clearly separated. A total of 133 significantly differentially expressed metabolites of electrospray ionization source (ESI-) mode were identified between negative and positive emotional tears. The top 50 differentially expressed metabolites between negative and positive emotional tears were highly correlated. Pathway analysis revealed that secretion of negative emotional tears was associated with some synapses in the brain, regulation of a series of endocrine hormones, including the estrogen signaling pathway, and inflammation activities, while secretion of positive emotional tears was correlated with biotin and caffeine metabolism. Conclusions It is indicated that metabolic profiles of reflex, positive, and negative emotional tears of humans are distinct, and secretion of the tears involves distinct biological activities. Therefore, we present a chemical method for detecting human emotions, which may become a powerful tool for the diagnosis of mental diseases and the identification of fake tears. Cureus 2023-08-05 /pmc/articles/PMC10476548/ /pubmed/37671209 http://dx.doi.org/10.7759/cureus.42985 Text en Copyright © 2023, Liang et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Ophthalmology
Liang, Hao
Wu, Songye
Yang, Duo
Huang, Jianhua
Yao, Xiaolei
Gong, Jingbo
Qing, Zhixing
Tao, Lijuan
Peng, Qinghua
Non-targeted Metabolomics Analysis Reveals Distinct Metabolic Profiles Between Positive and Negative Emotional Tears of Humans: A Preliminary Study
title Non-targeted Metabolomics Analysis Reveals Distinct Metabolic Profiles Between Positive and Negative Emotional Tears of Humans: A Preliminary Study
title_full Non-targeted Metabolomics Analysis Reveals Distinct Metabolic Profiles Between Positive and Negative Emotional Tears of Humans: A Preliminary Study
title_fullStr Non-targeted Metabolomics Analysis Reveals Distinct Metabolic Profiles Between Positive and Negative Emotional Tears of Humans: A Preliminary Study
title_full_unstemmed Non-targeted Metabolomics Analysis Reveals Distinct Metabolic Profiles Between Positive and Negative Emotional Tears of Humans: A Preliminary Study
title_short Non-targeted Metabolomics Analysis Reveals Distinct Metabolic Profiles Between Positive and Negative Emotional Tears of Humans: A Preliminary Study
title_sort non-targeted metabolomics analysis reveals distinct metabolic profiles between positive and negative emotional tears of humans: a preliminary study
topic Ophthalmology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476548/
https://www.ncbi.nlm.nih.gov/pubmed/37671209
http://dx.doi.org/10.7759/cureus.42985
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