Systematic Investigation of Berberine for Treating Hepatocellular Carcinoma Based on Network Pharmacology

Objective: Liver cancer is the 4th leading cause of cancer death worldwide,and hepatocellular carcinoma (HCC) accounts for the largest proportion of these deaths. Berberine is a quaternary amine compound extracted from plants such as Coptidis Rhizoma (Huang Lian, 黄连) and Phellodendri Chinensis Corte...

Full description

Bibliographic Details
Main Authors: Mu Jie, Liu Hai-Xia, Tang Fei-Fei, Liu Shu-Ling, Feng Tian-Yi, Wang Xue-Qian, Wang Qing-Guo, Cheng Fa-Feng
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2019-09-01
Series:Digital Chinese Medicine
Online Access:http://www.sciencedirect.com/science/article/pii/S2589377719301077
id doaj-3f5347269eaf4777bcd1d175ceca5035
record_format Article
collection DOAJ
language English
format Article
sources DOAJ
author Mu Jie
Liu Hai-Xia
Tang Fei-Fei
Liu Shu-Ling
Feng Tian-Yi
Wang Xue-Qian
Wang Qing-Guo
Cheng Fa-Feng
spellingShingle Mu Jie
Liu Hai-Xia
Tang Fei-Fei
Liu Shu-Ling
Feng Tian-Yi
Wang Xue-Qian
Wang Qing-Guo
Cheng Fa-Feng
Systematic Investigation of Berberine for Treating Hepatocellular Carcinoma Based on Network Pharmacology
Digital Chinese Medicine
author_facet Mu Jie
Liu Hai-Xia
Tang Fei-Fei
Liu Shu-Ling
Feng Tian-Yi
Wang Xue-Qian
Wang Qing-Guo
Cheng Fa-Feng
author_sort Mu Jie
title Systematic Investigation of Berberine for Treating Hepatocellular Carcinoma Based on Network Pharmacology
title_short Systematic Investigation of Berberine for Treating Hepatocellular Carcinoma Based on Network Pharmacology
title_full Systematic Investigation of Berberine for Treating Hepatocellular Carcinoma Based on Network Pharmacology
title_fullStr Systematic Investigation of Berberine for Treating Hepatocellular Carcinoma Based on Network Pharmacology
title_full_unstemmed Systematic Investigation of Berberine for Treating Hepatocellular Carcinoma Based on Network Pharmacology
title_sort systematic investigation of berberine for treating hepatocellular carcinoma based on network pharmacology
publisher KeAi Communications Co., Ltd.
series Digital Chinese Medicine
issn 2589-3777
publishDate 2019-09-01
description Objective: Liver cancer is the 4th leading cause of cancer death worldwide,and hepatocellular carcinoma (HCC) accounts for the largest proportion of these deaths. Berberine is a quaternary amine compound extracted from plants such as Coptidis Rhizoma (Huang Lian, 黄连) and Phellodendri Chinensis Cortex (Huang Bo, 黄柏) and is considered as a potential candidate for treating HCC. This study used network pharmacology methods, reveal the core mechanism of action of berberine in the treatment of HCC, clarify its medicinal value, and locate the anti-tumor mechanism of berberine. Methods: Structural information of Berberine (PubChem CID: 2353) was obtained from the NCBI PubChem; ADME parameter were obtained from the Traditional Chinese Medicine Systems Pharmacology (TCMSP) database; Berberine prediction targets were collected from symmap, stitch and targetnet databases; HCC significant targets were retrieved from OncoDB.HCC and Liverome; A PPI network was established at STRING, Prediction target of berberine therapy for HCC are collected by gene mapping; The core target, pathway, biological process (BP), cellular component (CC), and molecular function (MF) of berberine in the treatment of HCC were predicted by topological analysis and enrichment analysis; the visualized ''target pathway'' network diagram of berberine in the treatment of HCC was established by the software of Cytoscape. Results: Through PubChem and tcmsp databases, the good drug- forming properties of berberine were identified; 32 prediction targets of berberine were collected in symmap, stitch and targetnet databases; 566 related targets of HCC were collected inoncodb.hcc and liverome databases; 10 targets of berberine treatment for HCC were predicted by gene mapping, and a PPI with 10 nodes and 34 edges was established Through topological analysis and enrichment analysis, 6 topologically important targets, 6 related pathways and 16 BP, 6 cc and 7 MF involved in Berberine treatment of HCC were obtained. Conclusions: The anticancer effect of berberine is mainly involved in the regulation of cells of hepatoma cells through complex interactions between the TB52, MAPK1, CCND1, PTGS2, ESR1 that act on Hub nodes and their associated 6 pathways. The cycle is related to the immune inflammatory response, including biological processes such as proliferation and apoptosis of liver cancer cells. Keywords: Berberine, Hepatocellular carcinoma (HCC), Network pharmacology, Immunity, Apoptosis, Antitumor
url http://www.sciencedirect.com/science/article/pii/S2589377719301077
work_keys_str_mv AT mujie systematicinvestigationofberberinefortreatinghepatocellularcarcinomabasedonnetworkpharmacology
AT liuhaixia systematicinvestigationofberberinefortreatinghepatocellularcarcinomabasedonnetworkpharmacology
AT tangfeifei systematicinvestigationofberberinefortreatinghepatocellularcarcinomabasedonnetworkpharmacology
AT liushuling systematicinvestigationofberberinefortreatinghepatocellularcarcinomabasedonnetworkpharmacology
AT fengtianyi systematicinvestigationofberberinefortreatinghepatocellularcarcinomabasedonnetworkpharmacology
AT wangxueqian systematicinvestigationofberberinefortreatinghepatocellularcarcinomabasedonnetworkpharmacology
AT wangqingguo systematicinvestigationofberberinefortreatinghepatocellularcarcinomabasedonnetworkpharmacology
AT chengfafeng systematicinvestigationofberberinefortreatinghepatocellularcarcinomabasedonnetworkpharmacology
_version_ 1725026452062076928
spelling doaj-3f5347269eaf4777bcd1d175ceca50352020-11-25T01:44:46ZengKeAi Communications Co., Ltd.Digital Chinese Medicine2589-37772019-09-0123127135Systematic Investigation of Berberine for Treating Hepatocellular Carcinoma Based on Network PharmacologyMu Jie0Liu Hai-Xia1Tang Fei-Fei2Liu Shu-Ling3Feng Tian-Yi4Wang Xue-Qian5Wang Qing-Guo6Cheng Fa-Feng7Key Laboratory of Syndrome and Formula Foundation Research, Ministry of Education, Beijing University of Chinese Medicine, Beijing, 100029, ChinaKey Laboratory of Syndrome and Formula Foundation Research, Ministry of Education, Beijing University of Chinese Medicine, Beijing, 100029, ChinaKey Laboratory of Syndrome and Formula Foundation Research, Ministry of Education, Beijing University of Chinese Medicine, Beijing, 100029, ChinaKey Laboratory of Syndrome and Formula Foundation Research, Ministry of Education, Beijing University of Chinese Medicine, Beijing, 100029, ChinaKey Laboratory of Syndrome and Formula Foundation Research, Ministry of Education, Beijing University of Chinese Medicine, Beijing, 100029, ChinaTeaching and Research Department of Clinical Foundation of Chinese Medicine of Synopsis of Golden Chamber, School of Basic Medical Sciences, Beijing University of Chinese Medicine, Beijing, 100029, China; Corresponding author. Research direction: modern research on the mechanism of classical prescription. .Key Laboratory of Syndrome and Formula Foundation Research, Ministry of Education, Beijing University of Chinese Medicine, Beijing, 100029, ChinaKey Laboratory of Syndrome and Formula Foundation Research, Ministry of Education, Beijing University of Chinese Medicine, Beijing, 100029, ChinaObjective: Liver cancer is the 4th leading cause of cancer death worldwide,and hepatocellular carcinoma (HCC) accounts for the largest proportion of these deaths. Berberine is a quaternary amine compound extracted from plants such as Coptidis Rhizoma (Huang Lian, 黄连) and Phellodendri Chinensis Cortex (Huang Bo, 黄柏) and is considered as a potential candidate for treating HCC. This study used network pharmacology methods, reveal the core mechanism of action of berberine in the treatment of HCC, clarify its medicinal value, and locate the anti-tumor mechanism of berberine. Methods: Structural information of Berberine (PubChem CID: 2353) was obtained from the NCBI PubChem; ADME parameter were obtained from the Traditional Chinese Medicine Systems Pharmacology (TCMSP) database; Berberine prediction targets were collected from symmap, stitch and targetnet databases; HCC significant targets were retrieved from OncoDB.HCC and Liverome; A PPI network was established at STRING, Prediction target of berberine therapy for HCC are collected by gene mapping; The core target, pathway, biological process (BP), cellular component (CC), and molecular function (MF) of berberine in the treatment of HCC were predicted by topological analysis and enrichment analysis; the visualized ''target pathway'' network diagram of berberine in the treatment of HCC was established by the software of Cytoscape. Results: Through PubChem and tcmsp databases, the good drug- forming properties of berberine were identified; 32 prediction targets of berberine were collected in symmap, stitch and targetnet databases; 566 related targets of HCC were collected inoncodb.hcc and liverome databases; 10 targets of berberine treatment for HCC were predicted by gene mapping, and a PPI with 10 nodes and 34 edges was established Through topological analysis and enrichment analysis, 6 topologically important targets, 6 related pathways and 16 BP, 6 cc and 7 MF involved in Berberine treatment of HCC were obtained. Conclusions: The anticancer effect of berberine is mainly involved in the regulation of cells of hepatoma cells through complex interactions between the TB52, MAPK1, CCND1, PTGS2, ESR1 that act on Hub nodes and their associated 6 pathways. The cycle is related to the immune inflammatory response, including biological processes such as proliferation and apoptosis of liver cancer cells. Keywords: Berberine, Hepatocellular carcinoma (HCC), Network pharmacology, Immunity, Apoptosis, Antitumorhttp://www.sciencedirect.com/science/article/pii/S2589377719301077