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Characteristics of mental health implications and plasma metabolomics in patients recently recovered from COVID-19

This study aimed to explore the associations between cerebral white matter (WM) alterations, mental health status, and metabolism in recovered COVID-19 patients. We included 28 recovered COVID-19 patients and 27 healthy controls between April 2020 and June 2020. Demographic data, the mental health s...

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Autores principales: Yang, Lian, Zhou, Mei, Li, Lingli, Luo, Ping, Fan, Wenliang, Xu, Juanjuan, Chen, Qing, Pan, Feng, Lei, Ping, Zheng, Chuansheng, Jin, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8138845/
https://www.ncbi.nlm.nih.gov/pubmed/34021116
http://dx.doi.org/10.1038/s41398-021-01426-3
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author Yang, Lian
Zhou, Mei
Li, Lingli
Luo, Ping
Fan, Wenliang
Xu, Juanjuan
Chen, Qing
Pan, Feng
Lei, Ping
Zheng, Chuansheng
Jin, Yang
author_facet Yang, Lian
Zhou, Mei
Li, Lingli
Luo, Ping
Fan, Wenliang
Xu, Juanjuan
Chen, Qing
Pan, Feng
Lei, Ping
Zheng, Chuansheng
Jin, Yang
author_sort Yang, Lian
collection PubMed
description This study aimed to explore the associations between cerebral white matter (WM) alterations, mental health status, and metabolism in recovered COVID-19 patients. We included 28 recovered COVID-19 patients and 27 healthy controls between April 2020 and June 2020. Demographic data, the mental health scores, diffusion-tensor imaging (DTI) data, and plasma metabolomics were collected and compared between the two groups. Tract-based spatial statistics and graph theory approaches were used for DTI data analysis. Untargeted metabolomics analysis of the plasma was performed. Correlation analyses were performed between these characteristics. Recovered COVID-19 patients showed decreased fractional anisotropy, increased mean diffusivity and radial diffusivity values in widespread brain regions, and significantly lower global efficiency, longer shortest path length, and less nodal local efficiency in superior occipital gyrus (all, P < 0.05, Bonferroni corrected). Our results also demonstrated significantly different plasma metabolic profiling in recovered COVID-19 patients even at 3 months after their hospital discharge, which was mainly related to purine pathways, amino acids, lipids, and amine metabolism. Certain regions with cerebral WM alterations in the recovered patients showed significant correlations with different metabolites and the mental health scores. We observed multiple alterations in both WM integrity and plasma metabolomics that may explain the deteriorated mental health of recovered COVID-19 patients. These findings may provide potential biomarkers for the mental health evaluation for the recovered COVID-19 patients and potential targets for novel therapeutics.
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spelling pubmed-81388452021-05-21 Characteristics of mental health implications and plasma metabolomics in patients recently recovered from COVID-19 Yang, Lian Zhou, Mei Li, Lingli Luo, Ping Fan, Wenliang Xu, Juanjuan Chen, Qing Pan, Feng Lei, Ping Zheng, Chuansheng Jin, Yang Transl Psychiatry Article This study aimed to explore the associations between cerebral white matter (WM) alterations, mental health status, and metabolism in recovered COVID-19 patients. We included 28 recovered COVID-19 patients and 27 healthy controls between April 2020 and June 2020. Demographic data, the mental health scores, diffusion-tensor imaging (DTI) data, and plasma metabolomics were collected and compared between the two groups. Tract-based spatial statistics and graph theory approaches were used for DTI data analysis. Untargeted metabolomics analysis of the plasma was performed. Correlation analyses were performed between these characteristics. Recovered COVID-19 patients showed decreased fractional anisotropy, increased mean diffusivity and radial diffusivity values in widespread brain regions, and significantly lower global efficiency, longer shortest path length, and less nodal local efficiency in superior occipital gyrus (all, P < 0.05, Bonferroni corrected). Our results also demonstrated significantly different plasma metabolic profiling in recovered COVID-19 patients even at 3 months after their hospital discharge, which was mainly related to purine pathways, amino acids, lipids, and amine metabolism. Certain regions with cerebral WM alterations in the recovered patients showed significant correlations with different metabolites and the mental health scores. We observed multiple alterations in both WM integrity and plasma metabolomics that may explain the deteriorated mental health of recovered COVID-19 patients. These findings may provide potential biomarkers for the mental health evaluation for the recovered COVID-19 patients and potential targets for novel therapeutics. Nature Publishing Group UK 2021-05-21 /pmc/articles/PMC8138845/ /pubmed/34021116 http://dx.doi.org/10.1038/s41398-021-01426-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Yang, Lian
Zhou, Mei
Li, Lingli
Luo, Ping
Fan, Wenliang
Xu, Juanjuan
Chen, Qing
Pan, Feng
Lei, Ping
Zheng, Chuansheng
Jin, Yang
Characteristics of mental health implications and plasma metabolomics in patients recently recovered from COVID-19
title Characteristics of mental health implications and plasma metabolomics in patients recently recovered from COVID-19
title_full Characteristics of mental health implications and plasma metabolomics in patients recently recovered from COVID-19
title_fullStr Characteristics of mental health implications and plasma metabolomics in patients recently recovered from COVID-19
title_full_unstemmed Characteristics of mental health implications and plasma metabolomics in patients recently recovered from COVID-19
title_short Characteristics of mental health implications and plasma metabolomics in patients recently recovered from COVID-19
title_sort characteristics of mental health implications and plasma metabolomics in patients recently recovered from covid-19
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8138845/
https://www.ncbi.nlm.nih.gov/pubmed/34021116
http://dx.doi.org/10.1038/s41398-021-01426-3
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