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A system biology approach based on metabolic biomarkers and protein–protein interactions for identifying pathways underlying schizophrenia and bipolar disorder

Mental disorders (MDs), including schizophrenia (SCZ) and bipolar disorder (BD), have attracted special attention from scientists due to their high prevalence and significantly debilitating clinical features. The diagnosis of MDs is still essentially based on clinical interviews, and intensive effor...

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Autores principales: Altaf-Ul-Amin, Md., Hirose, Kazuhisa, Nani, João V., Porta, Lucas C., Tasic, Ljubica, Hossain, Shaikh Farhad, Huang, Ming, Ono, Naoaki, Hayashi, Mirian A. F., Kanaya, Shigehiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8280132/
https://www.ncbi.nlm.nih.gov/pubmed/34262063
http://dx.doi.org/10.1038/s41598-021-93653-3
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author Altaf-Ul-Amin, Md.
Hirose, Kazuhisa
Nani, João V.
Porta, Lucas C.
Tasic, Ljubica
Hossain, Shaikh Farhad
Huang, Ming
Ono, Naoaki
Hayashi, Mirian A. F.
Kanaya, Shigehiko
author_facet Altaf-Ul-Amin, Md.
Hirose, Kazuhisa
Nani, João V.
Porta, Lucas C.
Tasic, Ljubica
Hossain, Shaikh Farhad
Huang, Ming
Ono, Naoaki
Hayashi, Mirian A. F.
Kanaya, Shigehiko
author_sort Altaf-Ul-Amin, Md.
collection PubMed
description Mental disorders (MDs), including schizophrenia (SCZ) and bipolar disorder (BD), have attracted special attention from scientists due to their high prevalence and significantly debilitating clinical features. The diagnosis of MDs is still essentially based on clinical interviews, and intensive efforts to introduce biochemical based diagnostic methods have faced several difficulties for implementation in clinics, due to the complexity and still limited knowledge in MDs. In this context, aiming for improving the knowledge in etiology and pathophysiology, many authors have reported several alterations in metabolites in MDs and other brain diseases. After potentially fishing all metabolite biomarkers reported up to now for SCZ and BD, we investigated here the proteins related to these metabolites in order to construct a protein–protein interaction (PPI) network associated with these diseases. We determined the statistically significant clusters in this PPI network and, based on these clusters, we identified 28 significant pathways for SCZ and BDs that essentially compose three groups representing three major systems, namely stress response, energy and neuron systems. By characterizing new pathways with potential to innovate the diagnosis and treatment of psychiatric diseases, the present data may also contribute to the proposal of new intervention for the treatment of still unmet aspects in MDs.
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spelling pubmed-82801322021-07-15 A system biology approach based on metabolic biomarkers and protein–protein interactions for identifying pathways underlying schizophrenia and bipolar disorder Altaf-Ul-Amin, Md. Hirose, Kazuhisa Nani, João V. Porta, Lucas C. Tasic, Ljubica Hossain, Shaikh Farhad Huang, Ming Ono, Naoaki Hayashi, Mirian A. F. Kanaya, Shigehiko Sci Rep Article Mental disorders (MDs), including schizophrenia (SCZ) and bipolar disorder (BD), have attracted special attention from scientists due to their high prevalence and significantly debilitating clinical features. The diagnosis of MDs is still essentially based on clinical interviews, and intensive efforts to introduce biochemical based diagnostic methods have faced several difficulties for implementation in clinics, due to the complexity and still limited knowledge in MDs. In this context, aiming for improving the knowledge in etiology and pathophysiology, many authors have reported several alterations in metabolites in MDs and other brain diseases. After potentially fishing all metabolite biomarkers reported up to now for SCZ and BD, we investigated here the proteins related to these metabolites in order to construct a protein–protein interaction (PPI) network associated with these diseases. We determined the statistically significant clusters in this PPI network and, based on these clusters, we identified 28 significant pathways for SCZ and BDs that essentially compose three groups representing three major systems, namely stress response, energy and neuron systems. By characterizing new pathways with potential to innovate the diagnosis and treatment of psychiatric diseases, the present data may also contribute to the proposal of new intervention for the treatment of still unmet aspects in MDs. Nature Publishing Group UK 2021-07-14 /pmc/articles/PMC8280132/ /pubmed/34262063 http://dx.doi.org/10.1038/s41598-021-93653-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Altaf-Ul-Amin, Md.
Hirose, Kazuhisa
Nani, João V.
Porta, Lucas C.
Tasic, Ljubica
Hossain, Shaikh Farhad
Huang, Ming
Ono, Naoaki
Hayashi, Mirian A. F.
Kanaya, Shigehiko
A system biology approach based on metabolic biomarkers and protein–protein interactions for identifying pathways underlying schizophrenia and bipolar disorder
title A system biology approach based on metabolic biomarkers and protein–protein interactions for identifying pathways underlying schizophrenia and bipolar disorder
title_full A system biology approach based on metabolic biomarkers and protein–protein interactions for identifying pathways underlying schizophrenia and bipolar disorder
title_fullStr A system biology approach based on metabolic biomarkers and protein–protein interactions for identifying pathways underlying schizophrenia and bipolar disorder
title_full_unstemmed A system biology approach based on metabolic biomarkers and protein–protein interactions for identifying pathways underlying schizophrenia and bipolar disorder
title_short A system biology approach based on metabolic biomarkers and protein–protein interactions for identifying pathways underlying schizophrenia and bipolar disorder
title_sort system biology approach based on metabolic biomarkers and protein–protein interactions for identifying pathways underlying schizophrenia and bipolar disorder
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8280132/
https://www.ncbi.nlm.nih.gov/pubmed/34262063
http://dx.doi.org/10.1038/s41598-021-93653-3
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