Cargando…
Integrated transcriptomic and metabolomic analysis of rat serum to investigate potential target of puerarin in the treatment post-traumatic stress disorder
BACKGROUND: Puerarin is a root extract of Pueraria lobate that can alleviate the behavioral disorders and could be therapy for post-traumatic stress disorder (PTSD). However, the underlying mechanism of puerarin in PTSD is unclear, so, we hypothesized that integration of its metabolomic and transcri...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8756214/ https://www.ncbi.nlm.nih.gov/pubmed/35071465 http://dx.doi.org/10.21037/atm-21-6009 |
_version_ | 1784632520658124800 |
---|---|
author | Su, Aishan Chen, Xiaoyun Zhang, Zijing Xu, Bo Wang, Chaoqun Xu, Zhongyuan |
author_facet | Su, Aishan Chen, Xiaoyun Zhang, Zijing Xu, Bo Wang, Chaoqun Xu, Zhongyuan |
author_sort | Su, Aishan |
collection | PubMed |
description | BACKGROUND: Puerarin is a root extract of Pueraria lobate that can alleviate the behavioral disorders and could be therapy for post-traumatic stress disorder (PTSD). However, the underlying mechanism of puerarin in PTSD is unclear, so, we hypothesized that integration of its metabolomic and transcriptomic profiles in rat serum could help to identify the mechanisms of the protective action of puerarin. METHODS: We used the single prolonged stress procedure to establish a model of PTSD in rats and then subjected them to treatment with or without puerarin. Serum metabolomics and transcriptomics were analyzed by ultra-high-performance liquid chromatography-tandem mass spectrometry and mRNA sequencing. The differential metabolites were evaluated by multivariate analysis, and Bayes discriminant analysis and receiver operator characteristic (ROC) analysis were used to discover potential diagnostic or therapeutic biomarkers. Transcriptomic data were obtained from mRNA sequencing, and we identified the key target genes of puerarin in the treatment of PTSD by integrated analysis of bioinformatics, real-time reverse transcription-polymerase chain reaction (RT-PCR) and data mining. Finally, an integrative analysis of the different metabolites and differentially expressed genes was performed using MetaboAnalysis to investigate the possible molecular mechanisms. RESULTS: The metabolomics analysis showed that 17 dysregulated metabolites in PTSD were reversed by puerarin treatment, and daidzein, 3-succinoylpyridine, 5-(2,5-dihydroxyhexyl) oxolan-2-one and elaidic acid were identified as potential biomarkers for the treatment and diagnosis of PTSD. Transcriptomics analysis showed that dysregulation of 99 genes in PTSD was reversed by puerarin treatment, and further revealed that CD36 molecule (CD36), HBS1-like translational GTPase (HBS1L), CD59 molecule (CD59) and dynein cytoplasmic 1 heavy chain 1 (DYNC1H1) were not only key targets for puerarin’s action in the treatment of PTSD but also potential biomarkers for the diagnosis and treatment of PTSD. Finally, integrated analysis of the metabolomic and transcriptomic data revealed that puerarin treatment for PTSD was mainly regulated by the metabolic pathways of one carbon pool by folate, synthesis and degradation of ketone bodies, and antigen processing and presentation. CONCLUSIONS: Our results are a new genetic insight into the mechanism of action of puerarin in PTSD treatment. We identified four metabolites and four genes that might be considered as novel biomarkers for the diagnosis and treatment of patients with PTSD. |
format | Online Article Text |
id | pubmed-8756214 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-87562142022-01-21 Integrated transcriptomic and metabolomic analysis of rat serum to investigate potential target of puerarin in the treatment post-traumatic stress disorder Su, Aishan Chen, Xiaoyun Zhang, Zijing Xu, Bo Wang, Chaoqun Xu, Zhongyuan Ann Transl Med Original Article BACKGROUND: Puerarin is a root extract of Pueraria lobate that can alleviate the behavioral disorders and could be therapy for post-traumatic stress disorder (PTSD). However, the underlying mechanism of puerarin in PTSD is unclear, so, we hypothesized that integration of its metabolomic and transcriptomic profiles in rat serum could help to identify the mechanisms of the protective action of puerarin. METHODS: We used the single prolonged stress procedure to establish a model of PTSD in rats and then subjected them to treatment with or without puerarin. Serum metabolomics and transcriptomics were analyzed by ultra-high-performance liquid chromatography-tandem mass spectrometry and mRNA sequencing. The differential metabolites were evaluated by multivariate analysis, and Bayes discriminant analysis and receiver operator characteristic (ROC) analysis were used to discover potential diagnostic or therapeutic biomarkers. Transcriptomic data were obtained from mRNA sequencing, and we identified the key target genes of puerarin in the treatment of PTSD by integrated analysis of bioinformatics, real-time reverse transcription-polymerase chain reaction (RT-PCR) and data mining. Finally, an integrative analysis of the different metabolites and differentially expressed genes was performed using MetaboAnalysis to investigate the possible molecular mechanisms. RESULTS: The metabolomics analysis showed that 17 dysregulated metabolites in PTSD were reversed by puerarin treatment, and daidzein, 3-succinoylpyridine, 5-(2,5-dihydroxyhexyl) oxolan-2-one and elaidic acid were identified as potential biomarkers for the treatment and diagnosis of PTSD. Transcriptomics analysis showed that dysregulation of 99 genes in PTSD was reversed by puerarin treatment, and further revealed that CD36 molecule (CD36), HBS1-like translational GTPase (HBS1L), CD59 molecule (CD59) and dynein cytoplasmic 1 heavy chain 1 (DYNC1H1) were not only key targets for puerarin’s action in the treatment of PTSD but also potential biomarkers for the diagnosis and treatment of PTSD. Finally, integrated analysis of the metabolomic and transcriptomic data revealed that puerarin treatment for PTSD was mainly regulated by the metabolic pathways of one carbon pool by folate, synthesis and degradation of ketone bodies, and antigen processing and presentation. CONCLUSIONS: Our results are a new genetic insight into the mechanism of action of puerarin in PTSD treatment. We identified four metabolites and four genes that might be considered as novel biomarkers for the diagnosis and treatment of patients with PTSD. AME Publishing Company 2021-12 /pmc/articles/PMC8756214/ /pubmed/35071465 http://dx.doi.org/10.21037/atm-21-6009 Text en 2021 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Su, Aishan Chen, Xiaoyun Zhang, Zijing Xu, Bo Wang, Chaoqun Xu, Zhongyuan Integrated transcriptomic and metabolomic analysis of rat serum to investigate potential target of puerarin in the treatment post-traumatic stress disorder |
title | Integrated transcriptomic and metabolomic analysis of rat serum to investigate potential target of puerarin in the treatment post-traumatic stress disorder |
title_full | Integrated transcriptomic and metabolomic analysis of rat serum to investigate potential target of puerarin in the treatment post-traumatic stress disorder |
title_fullStr | Integrated transcriptomic and metabolomic analysis of rat serum to investigate potential target of puerarin in the treatment post-traumatic stress disorder |
title_full_unstemmed | Integrated transcriptomic and metabolomic analysis of rat serum to investigate potential target of puerarin in the treatment post-traumatic stress disorder |
title_short | Integrated transcriptomic and metabolomic analysis of rat serum to investigate potential target of puerarin in the treatment post-traumatic stress disorder |
title_sort | integrated transcriptomic and metabolomic analysis of rat serum to investigate potential target of puerarin in the treatment post-traumatic stress disorder |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8756214/ https://www.ncbi.nlm.nih.gov/pubmed/35071465 http://dx.doi.org/10.21037/atm-21-6009 |
work_keys_str_mv | AT suaishan integratedtranscriptomicandmetabolomicanalysisofratserumtoinvestigatepotentialtargetofpuerarininthetreatmentposttraumaticstressdisorder AT chenxiaoyun integratedtranscriptomicandmetabolomicanalysisofratserumtoinvestigatepotentialtargetofpuerarininthetreatmentposttraumaticstressdisorder AT zhangzijing integratedtranscriptomicandmetabolomicanalysisofratserumtoinvestigatepotentialtargetofpuerarininthetreatmentposttraumaticstressdisorder AT xubo integratedtranscriptomicandmetabolomicanalysisofratserumtoinvestigatepotentialtargetofpuerarininthetreatmentposttraumaticstressdisorder AT wangchaoqun integratedtranscriptomicandmetabolomicanalysisofratserumtoinvestigatepotentialtargetofpuerarininthetreatmentposttraumaticstressdisorder AT xuzhongyuan integratedtranscriptomicandmetabolomicanalysisofratserumtoinvestigatepotentialtargetofpuerarininthetreatmentposttraumaticstressdisorder |