Cargando…

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:...

Descripción completa

Detalles Bibliográficos
Autores principales: Jiang, Yuanliang, Qin, Mengchang, Teng, Teng, Li, Xuemei, Yu, Ying, Wang, Jie, Wu, Hongyan, He, Yuqian, Zhou, Xinyu, Xie, Peng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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
_version_ 1784757941879963648
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
work_keys_str_mv AT jiangyuanliang identificationofsexspecificplasmabiomarkersusingmetabolomicsformajordepressivedisorderinchildrenandadolescents
AT qinmengchang identificationofsexspecificplasmabiomarkersusingmetabolomicsformajordepressivedisorderinchildrenandadolescents
AT tengteng identificationofsexspecificplasmabiomarkersusingmetabolomicsformajordepressivedisorderinchildrenandadolescents
AT lixuemei identificationofsexspecificplasmabiomarkersusingmetabolomicsformajordepressivedisorderinchildrenandadolescents
AT yuying identificationofsexspecificplasmabiomarkersusingmetabolomicsformajordepressivedisorderinchildrenandadolescents
AT wangjie identificationofsexspecificplasmabiomarkersusingmetabolomicsformajordepressivedisorderinchildrenandadolescents
AT wuhongyan identificationofsexspecificplasmabiomarkersusingmetabolomicsformajordepressivedisorderinchildrenandadolescents
AT heyuqian identificationofsexspecificplasmabiomarkersusingmetabolomicsformajordepressivedisorderinchildrenandadolescents
AT zhouxinyu identificationofsexspecificplasmabiomarkersusingmetabolomicsformajordepressivedisorderinchildrenandadolescents
AT xiepeng identificationofsexspecificplasmabiomarkersusingmetabolomicsformajordepressivedisorderinchildrenandadolescents