Cargando…

Identification of potential Mitogen-Activated Protein Kinase-related key genes and regulation networks in molecular subtypes of major depressive disorder

BACKGROUND: Major depressive disorder (MDD) is a heterogeneous and prevalent mental disorder associated with increased morbidity, disability, and mortality. However, its underlying mechanisms remain unclear. MATERIALS AND METHODS: All analyses were conducted based on integrated samples from the GEO...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Youfang, Zhou, Feng, Lu, Weicheng, Zeng, Weian, Wang, Xudong, Xie, Jingdun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9634261/
https://www.ncbi.nlm.nih.gov/pubmed/36339846
http://dx.doi.org/10.3389/fpsyt.2022.1004945
_version_ 1784824429517209600
author Chen, Youfang
Zhou, Feng
Lu, Weicheng
Zeng, Weian
Wang, Xudong
Xie, Jingdun
author_facet Chen, Youfang
Zhou, Feng
Lu, Weicheng
Zeng, Weian
Wang, Xudong
Xie, Jingdun
author_sort Chen, Youfang
collection PubMed
description BACKGROUND: Major depressive disorder (MDD) is a heterogeneous and prevalent mental disorder associated with increased morbidity, disability, and mortality. However, its underlying mechanisms remain unclear. MATERIALS AND METHODS: All analyses were conducted based on integrated samples from the GEO database. Differential expression analysis, unsupervised consensus clustering analysis, enrichment analysis, and regulation network analysis were performed. RESULTS: Mitogen-activated protein kinase (MAPK) signaling pathway was identified as an associated pathway in the development of MDD. From transcriptional signatures, we classified the MDD patients into two subgroups using unsupervised clustering and revealed 13 differential expression genes between subgroups, which indicates the probably relative complications. We further illustrated potential molecular mechanisms of MDD, including dysregulation in the neurotrophin signaling pathway, peptidyl-serine phosphorylation, and endocrine resistance. Moreover, we identified hub genes, including MAPK8, TP53, and HRAS in the maintenance of MDD. Furthermore, we demonstrated that the axis of miRNAs-TFs-HRAS/TP53/MAPK8 may play a critical role in MDD. CONCLUSION: Taken together, we demonstrated an overview of MAPK-related key genes in MDD, determined two molecular subtypes, and identified the key genes and core network that may contribute to the procession of MDD.
format Online
Article
Text
id pubmed-9634261
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-96342612022-11-05 Identification of potential Mitogen-Activated Protein Kinase-related key genes and regulation networks in molecular subtypes of major depressive disorder Chen, Youfang Zhou, Feng Lu, Weicheng Zeng, Weian Wang, Xudong Xie, Jingdun Front Psychiatry Psychiatry BACKGROUND: Major depressive disorder (MDD) is a heterogeneous and prevalent mental disorder associated with increased morbidity, disability, and mortality. However, its underlying mechanisms remain unclear. MATERIALS AND METHODS: All analyses were conducted based on integrated samples from the GEO database. Differential expression analysis, unsupervised consensus clustering analysis, enrichment analysis, and regulation network analysis were performed. RESULTS: Mitogen-activated protein kinase (MAPK) signaling pathway was identified as an associated pathway in the development of MDD. From transcriptional signatures, we classified the MDD patients into two subgroups using unsupervised clustering and revealed 13 differential expression genes between subgroups, which indicates the probably relative complications. We further illustrated potential molecular mechanisms of MDD, including dysregulation in the neurotrophin signaling pathway, peptidyl-serine phosphorylation, and endocrine resistance. Moreover, we identified hub genes, including MAPK8, TP53, and HRAS in the maintenance of MDD. Furthermore, we demonstrated that the axis of miRNAs-TFs-HRAS/TP53/MAPK8 may play a critical role in MDD. CONCLUSION: Taken together, we demonstrated an overview of MAPK-related key genes in MDD, determined two molecular subtypes, and identified the key genes and core network that may contribute to the procession of MDD. Frontiers Media S.A. 2022-10-21 /pmc/articles/PMC9634261/ /pubmed/36339846 http://dx.doi.org/10.3389/fpsyt.2022.1004945 Text en Copyright © 2022 Chen, Zhou, Lu, Zeng, Wang 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
Chen, Youfang
Zhou, Feng
Lu, Weicheng
Zeng, Weian
Wang, Xudong
Xie, Jingdun
Identification of potential Mitogen-Activated Protein Kinase-related key genes and regulation networks in molecular subtypes of major depressive disorder
title Identification of potential Mitogen-Activated Protein Kinase-related key genes and regulation networks in molecular subtypes of major depressive disorder
title_full Identification of potential Mitogen-Activated Protein Kinase-related key genes and regulation networks in molecular subtypes of major depressive disorder
title_fullStr Identification of potential Mitogen-Activated Protein Kinase-related key genes and regulation networks in molecular subtypes of major depressive disorder
title_full_unstemmed Identification of potential Mitogen-Activated Protein Kinase-related key genes and regulation networks in molecular subtypes of major depressive disorder
title_short Identification of potential Mitogen-Activated Protein Kinase-related key genes and regulation networks in molecular subtypes of major depressive disorder
title_sort identification of potential mitogen-activated protein kinase-related key genes and regulation networks in molecular subtypes of major depressive disorder
topic Psychiatry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9634261/
https://www.ncbi.nlm.nih.gov/pubmed/36339846
http://dx.doi.org/10.3389/fpsyt.2022.1004945
work_keys_str_mv AT chenyoufang identificationofpotentialmitogenactivatedproteinkinaserelatedkeygenesandregulationnetworksinmolecularsubtypesofmajordepressivedisorder
AT zhoufeng identificationofpotentialmitogenactivatedproteinkinaserelatedkeygenesandregulationnetworksinmolecularsubtypesofmajordepressivedisorder
AT luweicheng identificationofpotentialmitogenactivatedproteinkinaserelatedkeygenesandregulationnetworksinmolecularsubtypesofmajordepressivedisorder
AT zengweian identificationofpotentialmitogenactivatedproteinkinaserelatedkeygenesandregulationnetworksinmolecularsubtypesofmajordepressivedisorder
AT wangxudong identificationofpotentialmitogenactivatedproteinkinaserelatedkeygenesandregulationnetworksinmolecularsubtypesofmajordepressivedisorder
AT xiejingdun identificationofpotentialmitogenactivatedproteinkinaserelatedkeygenesandregulationnetworksinmolecularsubtypesofmajordepressivedisorder