Bioinformatic and experimental data decipher the pharmacological targets and mechanisms of plumbagin against hepatocellular carcinoma

被引:57
作者
Zhou, Rui [1 ]
Wu, Ka [2 ]
Su, Min [3 ]
Li, Rong [3 ]
机构
[1] Guangxi Med Univ, Affiliated Hosp 8, Guigang City Peoples Hosp, Dept Hepatobiliary Surg, Guigang, Guangxi, Peoples R China
[2] Guangxi Med Univ, Affiliated Hosp 3, Peoples Hosp Nanning City 2, Dept Pharm, Nanning, Guangxi, Peoples R China
[3] Guilin Med Univ, Key Lab Tumor Immunol & Microenvironm Regulat, Huan Cheng North 2nd Rd 109, Guilin 541004, Peoples R China
基金
中国国家自然科学基金;
关键词
Plumbagin; Hepatocellular carcinoma; Network pharmacology; Targets; Molecular mechanisms; LIVER-CANCER; DRUG-RESISTANCE; CELL; APOPTOSIS; GROWTH; RAF1; ACID; D1;
D O I
10.1016/j.etap.2019.103200
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Objective: Plumbagin exerts effective anti-hepatocellular carcinoma (HCC) benefits, however, the detailed mechanisms behind these effects are not yet completely elucidated. The pharmacological targets and molecular mechanisms of plumbagin against HCC were revealed through conducting network pharmacology approach before experimentative verification. Methods: The web-accessible databases of herbal ingredients' targets (HIT), Swiss-Target-Prediction and Super-Pred were used to predict the therapeutic targets of plumbagin, followed by combined with pathogenic targets of HCC from oncogenomic database of hepatocellular carcinoma (OncoDB.HCC) and Liverome databases to obtain the predominant targets of plumbagin-treating HCC. The database for annotation, visualization and integrated discovery (DAVID) was applied to output the gene ontology (GO) annotation and Kyoto encyclopedia of genes and genomes (KEGG) pathway enrichment by use of all predominant targets for computerized visualization. The validated data of human and cell culture were subjected to a group of medical imaging, biochemical tests and immunostaining, respectively. Results: As revealed in bioinformatic data, 19 predominant targets of plumbagin-treating HCC were obtained, and 5 top targets of TP53, MAPK1, MAP2K1, RAF1 and CCND1 were the most important biomolecules in anti-HCC effects exerted by plumbagin. Other identifiable 102 GO items were showed, including 66 biological processes, and 12 cellular components, 24 molecular functions. And 67 KEGG pathways were mainly involved in neoplastic signaling. In human data, HCC sections showed increased expressions of hepatocellular TP53, MAPK1, accompanied with positive clinical imaging results for HCC. In plumbagin-treated HepG2 cells, reduced TP53, MAPK1 protein expressions were observed, accompanied with cell arrest and apoptosis. Conclusion: Collectively, the pharmacological targets and mechanisms of plumbagin-treating HCC were predicted and integrated through the method of network pharmacology, followed by some investigative validations. Interestingly, these 5 predominant biomolecules may be the potential targets for screening and treating HCC.
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页数:5
相关论文
共 26 条
[1]   How does p53 induce apoptosis and how does this relate to p53-mediated tumour suppression? [J].
Aubrey, Brandon J. ;
Kelly, Gemma L. ;
Janic, Ana ;
Herold, Marco J. ;
Strasser, Andreas .
CELL DEATH AND DIFFERENTIATION, 2018, 25 (01) :104-113
[2]   Inhibition of RAF1 kinase activity restores apicobasal polarity and impairs tumour growth in human colorectal cancer [J].
Borovski, Tijana ;
Vellinga, Thomas T. ;
Laoukili, Jamila ;
Santo, Evan E. ;
Fatrai, Szabolcs ;
van Schelven, Susanne ;
Verheem, Andre ;
Marvin, Dieuwke L. ;
Ubink, Inge ;
Rinkes, Inne H. M. Borel ;
Kranenburg, Onno .
GUT, 2017, 66 (06) :1106-1115
[3]   Overview of cyclins D1 function in cancer and the CDK inhibitor landscape: past and present [J].
Casimiro, Mathew C. ;
Velasco-Velazquez, Marco ;
Aguirre-Alvarado, Charmina ;
Pestell, Richard G. .
EXPERT OPINION ON INVESTIGATIONAL DRUGS, 2014, 23 (03) :295-304
[4]   Precision diagnosis and treatment of liver cancer in China [J].
Fu, Jing ;
Wang, Hongyang .
CANCER LETTERS, 2018, 412 :283-288
[5]   MAPK-Activated Protein Kinases (MKs): Novel Insights and Challenges [J].
Gaestel, Matthias .
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2016, 3
[6]   Nuclear Cyclin D1: An Oncogenic Driver in Human Cancer [J].
Kim, Jong Kyong ;
Diehl, J. Alan .
JOURNAL OF CELLULAR PHYSIOLOGY, 2009, 220 (02) :292-296
[7]  
Kumar Dushyant, 2015, Ayu, V36, P329, DOI 10.4103/0974-8520.182750
[8]   Anti-colorectal cancer targets of resveratrol and biological molecular mechanism: Analyses of network pharmacology, human and experimental data [J].
Li, Rong ;
Ma, Xiuying ;
Song, Yingqi ;
Zhang, Yuanyuan ;
Xiong, Wenbi ;
Li, Li ;
Zhou, Liming .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2019, 120 (07) :11265-11273
[9]   Valproate acid (VPA)-induced dysmetabolic function in clinical and animal studies [J].
Li, Rong ;
Liang, Lisheng ;
Wu, Xinmou ;
Ma, Xianli ;
Su, Min .
CLINICA CHIMICA ACTA, 2017, 468 :1-4
[10]   Plumbagin induces autophagy and apoptosis of SMMC-7721 cells in vitro and in vivo [J].
Lin, Yuning ;
Chen, Yongxin ;
Wang, Shengshan ;
Ma, Jing ;
Peng, Yue ;
Yuan, Xianling ;
Lv, Beibei ;
Chen, Wanjun ;
Wei, Yanfei .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2019, 120 (06) :9820-9830