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Polyunsaturated fatty acids metabolism, purine metabolism and inosine as potential independent diagnostic biomarkers for major depressive disorder in children and adolescents

Major depressive disorder (MDD) in children and adolescents is a recurrent and disabling condition globally but its pathophysiology remains poorly elucidated and there are limited effective treatments available. We performed metabolic profiling of plasma samples based on ultra-high-performance liqui...

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Autores principales: Zhou, Xinyu, Liu, Lanxiang, Lan, Xinghui, Cohen, David, Zhang, Yuqing, Ravindran, Arun V, Yuan, Shuai, Zheng, Peng, Coghill, David, Yang, Lining, Hetrick, Sarah E, Jiang, Xiaofeng, Benoliel, Jean-Jacques, Cipriani, Andrea, Xie, Peng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6756100/
https://www.ncbi.nlm.nih.gov/pubmed/29679072
http://dx.doi.org/10.1038/s41380-018-0047-z
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author Zhou, Xinyu
Liu, Lanxiang
Lan, Xinghui
Cohen, David
Zhang, Yuqing
Ravindran, Arun V
Yuan, Shuai
Zheng, Peng
Coghill, David
Yang, Lining
Hetrick, Sarah E
Jiang, Xiaofeng
Benoliel, Jean-Jacques
Cipriani, Andrea
Xie, Peng
author_facet Zhou, Xinyu
Liu, Lanxiang
Lan, Xinghui
Cohen, David
Zhang, Yuqing
Ravindran, Arun V
Yuan, Shuai
Zheng, Peng
Coghill, David
Yang, Lining
Hetrick, Sarah E
Jiang, Xiaofeng
Benoliel, Jean-Jacques
Cipriani, Andrea
Xie, Peng
author_sort Zhou, Xinyu
collection PubMed
description Major depressive disorder (MDD) in children and adolescents is a recurrent and disabling condition globally but its pathophysiology remains poorly elucidated and there are limited effective treatments available. We performed metabolic profiling of plasma samples based on ultra-high-performance liquid chromatography equipped with quadrupole time-offlight mass spectrometry to explore the potential biomarkers of depression in children and adolescents with MDD. We identified several perturbed pathways, including fatty acid metabolism—particularly the polyunsaturated fatty acids metabolism, and purine metabolism—that were associated with MDD in these young patients. In addition, inosine was shown as a potential independent diagnostic biomarker for MDD, achieving an area under the ROC curve of 0.999 in discriminating drug-naive MDD patients and 0.866 in discriminating drug-treated MDD from healthy controls. Moreover, we found evidence for differences in the pathophysiology of MDD in children and adolescents to that of adult MDD, specifically with tryptophan metabolism. Through metabolomic analysis, we have identified links between a framework of metabolic perturbations and the pathophysiology and diagnostic biomarker of child and adolescent MDD.
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spelling pubmed-67561002019-09-24 Polyunsaturated fatty acids metabolism, purine metabolism and inosine as potential independent diagnostic biomarkers for major depressive disorder in children and adolescents Zhou, Xinyu Liu, Lanxiang Lan, Xinghui Cohen, David Zhang, Yuqing Ravindran, Arun V Yuan, Shuai Zheng, Peng Coghill, David Yang, Lining Hetrick, Sarah E Jiang, Xiaofeng Benoliel, Jean-Jacques Cipriani, Andrea Xie, Peng Mol Psychiatry Article Major depressive disorder (MDD) in children and adolescents is a recurrent and disabling condition globally but its pathophysiology remains poorly elucidated and there are limited effective treatments available. We performed metabolic profiling of plasma samples based on ultra-high-performance liquid chromatography equipped with quadrupole time-offlight mass spectrometry to explore the potential biomarkers of depression in children and adolescents with MDD. We identified several perturbed pathways, including fatty acid metabolism—particularly the polyunsaturated fatty acids metabolism, and purine metabolism—that were associated with MDD in these young patients. In addition, inosine was shown as a potential independent diagnostic biomarker for MDD, achieving an area under the ROC curve of 0.999 in discriminating drug-naive MDD patients and 0.866 in discriminating drug-treated MDD from healthy controls. Moreover, we found evidence for differences in the pathophysiology of MDD in children and adolescents to that of adult MDD, specifically with tryptophan metabolism. Through metabolomic analysis, we have identified links between a framework of metabolic perturbations and the pathophysiology and diagnostic biomarker of child and adolescent MDD. Nature Publishing Group UK 2018-04-20 2019 /pmc/articles/PMC6756100/ /pubmed/29679072 http://dx.doi.org/10.1038/s41380-018-0047-z Text en © The Author(s) 2018 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/.
spellingShingle Article
Zhou, Xinyu
Liu, Lanxiang
Lan, Xinghui
Cohen, David
Zhang, Yuqing
Ravindran, Arun V
Yuan, Shuai
Zheng, Peng
Coghill, David
Yang, Lining
Hetrick, Sarah E
Jiang, Xiaofeng
Benoliel, Jean-Jacques
Cipriani, Andrea
Xie, Peng
Polyunsaturated fatty acids metabolism, purine metabolism and inosine as potential independent diagnostic biomarkers for major depressive disorder in children and adolescents
title Polyunsaturated fatty acids metabolism, purine metabolism and inosine as potential independent diagnostic biomarkers for major depressive disorder in children and adolescents
title_full Polyunsaturated fatty acids metabolism, purine metabolism and inosine as potential independent diagnostic biomarkers for major depressive disorder in children and adolescents
title_fullStr Polyunsaturated fatty acids metabolism, purine metabolism and inosine as potential independent diagnostic biomarkers for major depressive disorder in children and adolescents
title_full_unstemmed Polyunsaturated fatty acids metabolism, purine metabolism and inosine as potential independent diagnostic biomarkers for major depressive disorder in children and adolescents
title_short Polyunsaturated fatty acids metabolism, purine metabolism and inosine as potential independent diagnostic biomarkers for major depressive disorder in children and adolescents
title_sort polyunsaturated fatty acids metabolism, purine metabolism and inosine as potential independent diagnostic biomarkers for major depressive disorder in children and adolescents
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6756100/
https://www.ncbi.nlm.nih.gov/pubmed/29679072
http://dx.doi.org/10.1038/s41380-018-0047-z
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