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

Abstract 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...

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Main Authors: Lian Yang, Mei Zhou, Lingli Li, Ping Luo, Wenliang Fan, Juanjuan Xu, Qing Chen, Feng Pan, Ping Lei, Chuansheng Zheng, Yang Jin
Format: Article
Language:English
Published: Nature Publishing Group 2021-05-01
Series:Translational Psychiatry
Online Access:https://doi.org/10.1038/s41398-021-01426-3
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spelling doaj-cec56798c09a458788b7462abe487f4e2021-05-23T11:47:14ZengNature Publishing GroupTranslational Psychiatry2158-31882021-05-0111111010.1038/s41398-021-01426-3Characteristics of mental health implications and plasma metabolomics in patients recently recovered from COVID-19Lian Yang0Mei Zhou1Lingli Li2Ping Luo3Wenliang Fan4Juanjuan Xu5Qing Chen6Feng Pan7Ping Lei8Chuansheng Zheng9Yang Jin10Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Respiratory and Critical Care Medicine, NHC Key Laboratory of Pulmonary Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Translational Medicine Center, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Respiratory and Critical Care Medicine, NHC Key Laboratory of Pulmonary Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyHealth Checkup Department, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Immunology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Respiratory and Critical Care Medicine, NHC Key Laboratory of Pulmonary Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyAbstract 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.https://doi.org/10.1038/s41398-021-01426-3
collection DOAJ
language English
format Article
sources DOAJ
author Lian Yang
Mei Zhou
Lingli Li
Ping Luo
Wenliang Fan
Juanjuan Xu
Qing Chen
Feng Pan
Ping Lei
Chuansheng Zheng
Yang Jin
spellingShingle Lian Yang
Mei Zhou
Lingli Li
Ping Luo
Wenliang Fan
Juanjuan Xu
Qing Chen
Feng Pan
Ping Lei
Chuansheng Zheng
Yang Jin
Characteristics of mental health implications and plasma metabolomics in patients recently recovered from COVID-19
Translational Psychiatry
author_facet Lian Yang
Mei Zhou
Lingli Li
Ping Luo
Wenliang Fan
Juanjuan Xu
Qing Chen
Feng Pan
Ping Lei
Chuansheng Zheng
Yang Jin
author_sort Lian Yang
title 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_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_sort characteristics of mental health implications and plasma metabolomics in patients recently recovered from covid-19
publisher Nature Publishing Group
series Translational Psychiatry
issn 2158-3188
publishDate 2021-05-01
description Abstract 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.
url https://doi.org/10.1038/s41398-021-01426-3
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