Integrating Network Pharmacology and Transcriptomic Strategies to Explore the Pharmacological Mechanism of Hydroxysafflor Yellow A in Delaying Liver Aging

被引:13
作者
Kong, Jie [1 ]
Sun, Siming [1 ]
Min, Fei [1 ]
Hu, Xingli [1 ]
Zhang, Yuan [1 ]
Cheng, Yan [1 ]
Li, Haiyan [1 ,2 ]
Wang, Xiaojie [3 ]
Liu, Xin [1 ]
机构
[1] Jilin Agr Univ, Chinese Minist Educ Bioreactor & Pharmaceut Dev, Engn Res Ctr, Coll Life Sci, Changchun 130118, Peoples R China
[2] Hainan Univ, Coll Trop Crops, Haikou 580228, Hainan, Peoples R China
[3] Wenzhou Med Univ, Sch Pharmaceut Sci, Wenzhou 325035, Peoples R China
关键词
hydroxysafflor yellow A; liver aging; network pharmacology; transcriptomics; OXIDATIVE STRESS; CELLULAR SENESCENCE; SIGNALING PATHWAY; INJURY; INFLAMMATION; MICE; IDENTIFICATION; METHODOLOGY; PROTECTS; MOUSE;
D O I
10.3390/ijms232214281
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Aging affects the structure and function of the liver. Hydroxysafflor yellow A (HSYA) effectively improves liver aging (LA) in mice, but the potential mechanisms require further exploration. In this study, an integrated approach combining network pharmacology and transcriptomics was used to elucidate the potential mechanisms of HSYA delay of LA. The targets of HSYA were predicted using the PharmMapper, SwissTargetPrediction, and CTD databases, and the targets of LA were collected from the GeneCards database. An ontology (GO) analysis and a Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway annotation of genes related to HSYA delay of LA were performed using the DAVID database, and Cytoscape software was used to construct an HSYA target pathway network. The BMKCloud platform was used to sequence mRNA from mouse liver tissue, screen differentially expressed genes (DEGs) that were altered by HSYA, and enrich their biological functions and signaling pathways through the OmicShare database. The results of the network pharmacology and transcriptomic analyses were combined. Then, quantitative real-time PCR (qRT-PCR) and Western blot experiments were used to further verify the prediction results. Finally, the interactions between HSYA and key targets were assessed by molecular docking. The results showed that 199 potentially targeted genes according to network pharmacology and 480 DEGs according to transcriptomics were involved in the effects of HSYA against LA. An integrated analysis revealed that four key targets, including HSP90AA1, ATP2A1, NOS1 and CRAT, as well as their three related pathways (the calcium signaling pathway, estrogen signaling pathway and cGMP-PKG signaling pathway), were closely related to the therapeutic effects of HSYA. A gene and protein expression analysis revealed that HSYA significantly inhibited the expressions of HSP90AA1, ATP2A1 and NOS1 in the liver tissue of aging mice. The molecular docking results showed that HSYA had high affinities with the HSP90AA1, ATP2A1 and NOS1 targets. Our data demonstrate that HSYA may delay LA in mice by inhibiting the expressions of HSP90AA1, ATP2A1 and NOS1 and regulating the calcium signaling pathway, the estrogen signaling pathway, and the cGMP-PKG signaling pathway.
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页数:19
相关论文
共 75 条
[1]   PathwayVoyager: pathway mapping using the Kyoto Encyclopedia of Genes and Genomes (KEGG) database [J].
Altermann, E ;
Klaenhammer, TR .
BMC GENOMICS, 2005, 6 (1)
[2]  
[Anonymous], 2019, Ageing Europe: looking at the lives of older people in the EU
[3]   Histidine-rich calcium binding protein: The new regulator of sarcoplasmic reticulum calcium cycling [J].
Arvanitis, Demetrios A. ;
Vafiadaki, Elizabeth ;
Sanoudou, Despina ;
Kranias, Evangelia G. .
JOURNAL OF MOLECULAR AND CELLULAR CARDIOLOGY, 2011, 50 (01) :43-49
[4]   THE INOSITOL TRISPHOSPHATE/CALCIUM SIGNALING PATHWAY IN HEALTH AND DISEASE [J].
Berridge, Michael J. .
PHYSIOLOGICAL REVIEWS, 2016, 96 (04) :1261-1296
[5]   Liver transplantation in glycogen storage disease: a single-center experience [J].
Beyzaei, Zahra ;
Shamsaeefar, Alireza ;
Kazemi, Kurosh ;
Nikeghbalian, Saman ;
Bahador, Ali ;
Dehghani, Masoud ;
Malekhosseini, Seyed-Ali ;
Geramizadeh, Bita .
ORPHANET JOURNAL OF RARE DISEASES, 2022, 17 (01)
[6]   Identification of genes in hepatocellular carcinoma induced by non-alcoholic fatty liver disease [J].
Cai, Changzhou ;
Song, Xin ;
Yu, Chaohui .
CANCER BIOMARKERS, 2020, 29 (01) :69-78
[7]   Yinchenhao decoction suppresses rat liver fibrosis involved in an apoptosis regulation mechanism based on network pharmacology and transcriptomic analysis [J].
Cai, Fei-Fei ;
Bian, Yan-Qin ;
Wu, Rong ;
Sun, Yang ;
Chen, Xiao-Le ;
Yang, Meng-Die ;
Zhang, Qian-ru ;
Hu, Yuanjia ;
Sun, Ming-Yu ;
Su, Shi-Bing .
BIOMEDICINE & PHARMACOTHERAPY, 2019, 114
[8]   Aging, Cellular Senescence, and Cancer [J].
Campisi, Judith .
ANNUAL REVIEW OF PHYSIOLOGY, VOL 75, 2013, 75 :685-705
[9]  
Chen Jun-Ren, 2022, Zhongguo Zhong Yao Za Zhi, V47, P4574, DOI 10.19540/j.cnki.cjcmm.20220217.701
[10]   Acute kidney injury transcriptomics unveils a relationship between inflammation and ageing [J].
Concepcion Izquierdo, M. ;
Sanz, Ana B. ;
Dolores Sanchez-Nino, M. ;
Vanessa Perez-Gomez, M. ;
Ruiz-Ortega, Marta ;
Poveda, Jonay ;
Ruiz-Andres, Olga ;
Ramos, Adrian M. ;
Moreno, Juan A. ;
Egido, Jesus ;
Ortiz, Alberto .
NEFROLOGIA, 2012, 32 (06) :715-723