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A machine learning-driven study indicates emodin improves cardiac hypertrophy by modulation of mitochondrial SIRT3 signaling | |
Gao, Jian1,2; Zhang, Kunlin3,4; Wang, Yi5; Guo, Rui5; Liu, Hao5; Jia, Caixia1; Sun, Xiaoli1; Wu, Chaoyong1; Wang, Wei1; Du, Jie6,7; Chen, Jianxin1 | |
第一作者 | Jian Gao |
通讯作者邮箱 | [email protected] (j. chen) |
心理所单位排序 | 3 |
摘要 | Cardiac hypertrophy (CH) is an enormous risk factor in the process of heart failure development, however, there is still lack of effective treatment for CH. Mitochondrial protection is an effective way against CH. Rheum palmatum L. (rhubarb) has been used to treat chronic heart diseases such as heart failure, especially to inhibit cardiac compensatory enlargement. The aim of this study was to explore the pharmacodynamic component of rhubarb and reveal its pharmacological effects and targets in the treatment of CH. Based on network pharmacology and machine learning approach, ingredients of rhubarb and targets for CH were extracted and surflex docking was conducted for obtaining the optimal ingredient-target combination(s) and emodin-SIRT3 was identified for further functional analysis. Transverse aortic constriction or isoproterenol induced CH mice and phenylephrine injured cardiomyocytes were used to verify the mitochondria protection effect and CH improvement of emodin in vivo and in vitro by modulation of mitochondrial SIRT3 signaling. The results showed that emodin could block agonist-induced and pressure overload-mediated CH. Emodin prevented mitochondrial dysfunction and its underlying mechanism was attributed to the activation of SIRT3, but the effect was not obvious with the presence of SIRT3 inhibitors (3-TYP)/SIRT3 siRNA. Furthermore, PGC-1a was involved in the process of emodin regulating SIRT3 signaling pathway as an upstream target. Our findings clarified the main material basis and mechanism of rhubarb in the treatment of CH. Emodin, as the major ingredient of rhubarb, has therapeutic potential for CH through mitochondrial protection due to the modulation of SIRT3 signaling. |
关键词 | Rheum palmatum L. Emodin Cardiac hypertrophy SIRT3 Mitochondrial dysfunction |
2020-05-01 | |
语种 | 英语 |
DOI | 10.1016/j.phrs.2020.104739 |
发表期刊 | PHARMACOLOGICAL RESEARCH |
ISSN | 1043-6618 |
卷号 | 155页码:13 |
期刊论文类型 | Article |
收录类别 | SCI |
资助项目 | National Natural Science Foundation of China[81522051] ; National Natural Science Foundation of China[81774151] ; National Natural Science Foundation of China[81822047] |
出版者 | ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD |
WOS关键词 | OXIDATIVE STRESS ; ACTIVATION ; FOXO3A ; INFLAMMATION ; DEACETYLASE ; MECHANISMS ; APOPTOSIS ; PROTECTS ; CELLS ; HEART |
WOS研究方向 | Pharmacology & Pharmacy |
WOS类目 | Pharmacology & Pharmacy |
WOS记录号 | WOS:000527701100004 |
Q分类 | Q1 |
资助机构 | National Natural Science Foundation of China |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/31702 |
专题 | 中国科学院心理健康重点实验室 |
通讯作者 | Chen, Jianxin |
作者单位 | 1.Beijing Univ Chinese Med, 11 Bei San Huan Dong Lu, Beijing 100029, Peoples R China 2.Beijing Univ Chinese Med, Affiliated Hosp 3, Beijing 100029, Peoples R China 3.Chinese Acad Sci, Ctr Genet & BioMed Informat Res, Inst Psychol, CAS Key Lab Mental Hlth, Beijing 100101, Peoples R China 4.Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R China 5.Zhejiang Univ, 866 Yuhangtang Rd, Hangzhou 310058, Peoples R China 6.Minist Educ, Key Lab Remodeling Related Cardiovasc Dis, Beijing 100029, Peoples R China 7.Capital Med Univ, Beijing Anzhen Hosp, Beijing Inst Heart Lung & Blood Vessel Dis, Beijing 100029, Peoples R China |
推荐引用方式 GB/T 7714 | Gao, Jian,Zhang, Kunlin,Wang, Yi,et al. A machine learning-driven study indicates emodin improves cardiac hypertrophy by modulation of mitochondrial SIRT3 signaling[J]. PHARMACOLOGICAL RESEARCH,2020,155:13. |
APA | Gao, Jian.,Zhang, Kunlin.,Wang, Yi.,Guo, Rui.,Liu, Hao.,...&Chen, Jianxin.(2020).A machine learning-driven study indicates emodin improves cardiac hypertrophy by modulation of mitochondrial SIRT3 signaling.PHARMACOLOGICAL RESEARCH,155,13. |
MLA | Gao, Jian,et al."A machine learning-driven study indicates emodin improves cardiac hypertrophy by modulation of mitochondrial SIRT3 signaling".PHARMACOLOGICAL RESEARCH 155(2020):13. |
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