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Identification of Sex-Specific Plasma Biomarkers Using Metabolomics for Major Depressive Disorder in Children and Adolescents
BACKGROUND: Children and adolescents are at a high risk of major depressive disorder (MDD) with known sex differences in epidemiology. However, there are currently no objective laboratory-based sex-specific biomarkers available to support the diagnoses of male and female patients with MDD. METHODS:...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329558/ https://www.ncbi.nlm.nih.gov/pubmed/35911235 http://dx.doi.org/10.3389/fpsyt.2022.929207 |
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author | Jiang, Yuanliang Qin, Mengchang Teng, Teng Li, Xuemei Yu, Ying Wang, Jie Wu, Hongyan He, Yuqian Zhou, Xinyu Xie, Peng |
author_facet | Jiang, Yuanliang Qin, Mengchang Teng, Teng Li, Xuemei Yu, Ying Wang, Jie Wu, Hongyan He, Yuqian Zhou, Xinyu Xie, Peng |
author_sort | Jiang, Yuanliang |
collection | PubMed |
description | BACKGROUND: Children and adolescents are at a high risk of major depressive disorder (MDD) with known sex differences in epidemiology. However, there are currently no objective laboratory-based sex-specific biomarkers available to support the diagnoses of male and female patients with MDD. METHODS: Here, a male set of 42 cases and 27 healthy controls (HCs) and a female set of 42 cases and 22 HCs were recruited. This study investigated the sex differences of plasma metabolite biomarkers in young patients with MDD by the application of ultra-high-performance liquid chromatography equipped with quadrupole time-of-flight mass spectrometry. RESULTS: The metabolic profiles showed clear separations in both male and female sets. In total, this study identified 57 male-related and 53 female-related differential metabolites. Compared with HCs, both male and female subjects with MDD displayed four significantly altered pathways. Notably, biliverdin was selected as an independent diagnostic male-specific biomarker with an area under the receiver operating characteristic curve of 0.966, and phosphatidylcholine (10:0/14:1) was selected as a female-specific biomarker, achieving an area under the curve (AUC) of 0.957. CONCLUSION: This metabolomics study may aid in the development of a plasma-based test for the diagnosis of male and female children and adolescents with MDD, as well as give new insight into the pathophysiology of sex differences in children and adolescents with MDD. |
format | Online Article Text |
id | pubmed-9329558 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93295582022-07-29 Identification of Sex-Specific Plasma Biomarkers Using Metabolomics for Major Depressive Disorder in Children and Adolescents Jiang, Yuanliang Qin, Mengchang Teng, Teng Li, Xuemei Yu, Ying Wang, Jie Wu, Hongyan He, Yuqian Zhou, Xinyu Xie, Peng Front Psychiatry Psychiatry BACKGROUND: Children and adolescents are at a high risk of major depressive disorder (MDD) with known sex differences in epidemiology. However, there are currently no objective laboratory-based sex-specific biomarkers available to support the diagnoses of male and female patients with MDD. METHODS: Here, a male set of 42 cases and 27 healthy controls (HCs) and a female set of 42 cases and 22 HCs were recruited. This study investigated the sex differences of plasma metabolite biomarkers in young patients with MDD by the application of ultra-high-performance liquid chromatography equipped with quadrupole time-of-flight mass spectrometry. RESULTS: The metabolic profiles showed clear separations in both male and female sets. In total, this study identified 57 male-related and 53 female-related differential metabolites. Compared with HCs, both male and female subjects with MDD displayed four significantly altered pathways. Notably, biliverdin was selected as an independent diagnostic male-specific biomarker with an area under the receiver operating characteristic curve of 0.966, and phosphatidylcholine (10:0/14:1) was selected as a female-specific biomarker, achieving an area under the curve (AUC) of 0.957. CONCLUSION: This metabolomics study may aid in the development of a plasma-based test for the diagnosis of male and female children and adolescents with MDD, as well as give new insight into the pathophysiology of sex differences in children and adolescents with MDD. Frontiers Media S.A. 2022-07-14 /pmc/articles/PMC9329558/ /pubmed/35911235 http://dx.doi.org/10.3389/fpsyt.2022.929207 Text en Copyright © 2022 Jiang, Qin, Teng, Li, Yu, Wang, Wu, He, Zhou and Xie. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychiatry Jiang, Yuanliang Qin, Mengchang Teng, Teng Li, Xuemei Yu, Ying Wang, Jie Wu, Hongyan He, Yuqian Zhou, Xinyu Xie, Peng Identification of Sex-Specific Plasma Biomarkers Using Metabolomics for Major Depressive Disorder in Children and Adolescents |
title | Identification of Sex-Specific Plasma Biomarkers Using Metabolomics for Major Depressive Disorder in Children and Adolescents |
title_full | Identification of Sex-Specific Plasma Biomarkers Using Metabolomics for Major Depressive Disorder in Children and Adolescents |
title_fullStr | Identification of Sex-Specific Plasma Biomarkers Using Metabolomics for Major Depressive Disorder in Children and Adolescents |
title_full_unstemmed | Identification of Sex-Specific Plasma Biomarkers Using Metabolomics for Major Depressive Disorder in Children and Adolescents |
title_short | Identification of Sex-Specific Plasma Biomarkers Using Metabolomics for Major Depressive Disorder in Children and Adolescents |
title_sort | identification of sex-specific plasma biomarkers using metabolomics for major depressive disorder in children and adolescents |
topic | Psychiatry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329558/ https://www.ncbi.nlm.nih.gov/pubmed/35911235 http://dx.doi.org/10.3389/fpsyt.2022.929207 |
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