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Integrated metabolomics and network pharmacology to reveal the mechanisms of hydroxysafflor yellow A against acute traumatic brain injury

Traumatic brain injury (TBI) has become a leading cause of mortality, morbidity and disability worldwide. Hydroxysafflor yellow A (HSYA) is effective in treating TBI, but the potential mechanisms require further exploration. We aimed to reveal the mechanisms of HSYA against acute TBI by an integrate...

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Autores principales: Li, Teng, Zhang, Wei, Hu, En, Sun, Zhengji, Li, Pengfei, Yu, Zhe, Zhu, Xiaofei, Zheng, Fei, Xing, Zhihua, Xia, Zian, He, Feng, Luo, Jiekun, Tang, Tao, Wang, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7868816/
https://www.ncbi.nlm.nih.gov/pubmed/33613866
http://dx.doi.org/10.1016/j.csbj.2021.01.033
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author Li, Teng
Zhang, Wei
Hu, En
Sun, Zhengji
Li, Pengfei
Yu, Zhe
Zhu, Xiaofei
Zheng, Fei
Xing, Zhihua
Xia, Zian
He, Feng
Luo, Jiekun
Tang, Tao
Wang, Yang
author_facet Li, Teng
Zhang, Wei
Hu, En
Sun, Zhengji
Li, Pengfei
Yu, Zhe
Zhu, Xiaofei
Zheng, Fei
Xing, Zhihua
Xia, Zian
He, Feng
Luo, Jiekun
Tang, Tao
Wang, Yang
author_sort Li, Teng
collection PubMed
description Traumatic brain injury (TBI) has become a leading cause of mortality, morbidity and disability worldwide. Hydroxysafflor yellow A (HSYA) is effective in treating TBI, but the potential mechanisms require further exploration. We aimed to reveal the mechanisms of HSYA against acute TBI by an integrated strategy combining metabolomics with network pharmacology. A controlled cortical impact (CCI) rat model was established, and neurological functions were evaluated. Metabolomics of brain tissues was used to identify differential metabolites, and the metabolic pathways were enriched by MetaboAnalyst. Then, network pharmacology was applied to dig out the potential targets against TBI induced by HSYA. The integrated network of metabolomics and network pharmacology was constructed based on Cytoscape. Finally, the obtained key targets were verified by molecular docking. HSYA alleviated the neurological deficits of TBI. Fifteen potentially significant metabolites were found to be involved in the therapeutic effects of HSYA against acute TBI. Most of these metabolites were regulated to recover after HSYA treatment. We found 10 hub genes according to network pharmacology, which was partly consistent with the metabolomics findings. Further integrated analysis focused on 4 key targets, including NOS1, ACHE, PTGS2 and XDH, as well as their related core metabolites and pathways. Molecular docking showed high affinities between key targets and HSYA. Region-specific metabolic alterations in the cortex and hippocampus were illuminated. This study reveals the complicated mechanisms of HSYA against acute TBI. Our work provides a novel paradigm to identify the potential mechanisms of pharmacological effects derived from a natural compound.
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spelling pubmed-78688162021-02-19 Integrated metabolomics and network pharmacology to reveal the mechanisms of hydroxysafflor yellow A against acute traumatic brain injury Li, Teng Zhang, Wei Hu, En Sun, Zhengji Li, Pengfei Yu, Zhe Zhu, Xiaofei Zheng, Fei Xing, Zhihua Xia, Zian He, Feng Luo, Jiekun Tang, Tao Wang, Yang Comput Struct Biotechnol J Research Article Traumatic brain injury (TBI) has become a leading cause of mortality, morbidity and disability worldwide. Hydroxysafflor yellow A (HSYA) is effective in treating TBI, but the potential mechanisms require further exploration. We aimed to reveal the mechanisms of HSYA against acute TBI by an integrated strategy combining metabolomics with network pharmacology. A controlled cortical impact (CCI) rat model was established, and neurological functions were evaluated. Metabolomics of brain tissues was used to identify differential metabolites, and the metabolic pathways were enriched by MetaboAnalyst. Then, network pharmacology was applied to dig out the potential targets against TBI induced by HSYA. The integrated network of metabolomics and network pharmacology was constructed based on Cytoscape. Finally, the obtained key targets were verified by molecular docking. HSYA alleviated the neurological deficits of TBI. Fifteen potentially significant metabolites were found to be involved in the therapeutic effects of HSYA against acute TBI. Most of these metabolites were regulated to recover after HSYA treatment. We found 10 hub genes according to network pharmacology, which was partly consistent with the metabolomics findings. Further integrated analysis focused on 4 key targets, including NOS1, ACHE, PTGS2 and XDH, as well as their related core metabolites and pathways. Molecular docking showed high affinities between key targets and HSYA. Region-specific metabolic alterations in the cortex and hippocampus were illuminated. This study reveals the complicated mechanisms of HSYA against acute TBI. Our work provides a novel paradigm to identify the potential mechanisms of pharmacological effects derived from a natural compound. Research Network of Computational and Structural Biotechnology 2021-01-26 /pmc/articles/PMC7868816/ /pubmed/33613866 http://dx.doi.org/10.1016/j.csbj.2021.01.033 Text en © 2021 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Li, Teng
Zhang, Wei
Hu, En
Sun, Zhengji
Li, Pengfei
Yu, Zhe
Zhu, Xiaofei
Zheng, Fei
Xing, Zhihua
Xia, Zian
He, Feng
Luo, Jiekun
Tang, Tao
Wang, Yang
Integrated metabolomics and network pharmacology to reveal the mechanisms of hydroxysafflor yellow A against acute traumatic brain injury
title Integrated metabolomics and network pharmacology to reveal the mechanisms of hydroxysafflor yellow A against acute traumatic brain injury
title_full Integrated metabolomics and network pharmacology to reveal the mechanisms of hydroxysafflor yellow A against acute traumatic brain injury
title_fullStr Integrated metabolomics and network pharmacology to reveal the mechanisms of hydroxysafflor yellow A against acute traumatic brain injury
title_full_unstemmed Integrated metabolomics and network pharmacology to reveal the mechanisms of hydroxysafflor yellow A against acute traumatic brain injury
title_short Integrated metabolomics and network pharmacology to reveal the mechanisms of hydroxysafflor yellow A against acute traumatic brain injury
title_sort integrated metabolomics and network pharmacology to reveal the mechanisms of hydroxysafflor yellow a against acute traumatic brain injury
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7868816/
https://www.ncbi.nlm.nih.gov/pubmed/33613866
http://dx.doi.org/10.1016/j.csbj.2021.01.033
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