Based on Network Pharmacology to Explore the Molecular Targets and Mechanisms of Gegen Qinlian Decoction for the Treatment of Ulcerative Colitis
Background. Gegen Qinlian (GGQL) decoction is a common Chinese herbal compound for the treatment of ulcerative colitis (UC). In this study, we aimed to identify its molecular target and the mechanism involved in UC treatment by network pharmacology and molecular docking. Material and Methods. The ac...
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Hindawi Limited
2020-01-01
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Series: | BioMed Research International |
Online Access: | http://dx.doi.org/10.1155/2020/5217405 |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Meiqi Wei He Li Qifang Li Yi Qiao Qun Ma Ruining Xie Rong Wang Yuan Liu Chao Wei Bingbing Li Canlei Zheng Bing Sun Bin Yu |
spellingShingle |
Meiqi Wei He Li Qifang Li Yi Qiao Qun Ma Ruining Xie Rong Wang Yuan Liu Chao Wei Bingbing Li Canlei Zheng Bing Sun Bin Yu Based on Network Pharmacology to Explore the Molecular Targets and Mechanisms of Gegen Qinlian Decoction for the Treatment of Ulcerative Colitis BioMed Research International |
author_facet |
Meiqi Wei He Li Qifang Li Yi Qiao Qun Ma Ruining Xie Rong Wang Yuan Liu Chao Wei Bingbing Li Canlei Zheng Bing Sun Bin Yu |
author_sort |
Meiqi Wei |
title |
Based on Network Pharmacology to Explore the Molecular Targets and Mechanisms of Gegen Qinlian Decoction for the Treatment of Ulcerative Colitis |
title_short |
Based on Network Pharmacology to Explore the Molecular Targets and Mechanisms of Gegen Qinlian Decoction for the Treatment of Ulcerative Colitis |
title_full |
Based on Network Pharmacology to Explore the Molecular Targets and Mechanisms of Gegen Qinlian Decoction for the Treatment of Ulcerative Colitis |
title_fullStr |
Based on Network Pharmacology to Explore the Molecular Targets and Mechanisms of Gegen Qinlian Decoction for the Treatment of Ulcerative Colitis |
title_full_unstemmed |
Based on Network Pharmacology to Explore the Molecular Targets and Mechanisms of Gegen Qinlian Decoction for the Treatment of Ulcerative Colitis |
title_sort |
based on network pharmacology to explore the molecular targets and mechanisms of gegen qinlian decoction for the treatment of ulcerative colitis |
publisher |
Hindawi Limited |
series |
BioMed Research International |
issn |
2314-6133 2314-6141 |
publishDate |
2020-01-01 |
description |
Background. Gegen Qinlian (GGQL) decoction is a common Chinese herbal compound for the treatment of ulcerative colitis (UC). In this study, we aimed to identify its molecular target and the mechanism involved in UC treatment by network pharmacology and molecular docking. Material and Methods. The active ingredients of Puerariae, Scutellariae, Coptis, and Glycyrrhiza were screened using the TCMSP platform with drug‐like properties DL≥0.18 and oral availability OB≥30%. To find the intersection genes and construct the TCM compound-disease regulatory network, the molecular targets were determined in the UniProt database and then compared with the UC disease differential genes with P value < 0.005 and ∣log2 fold change∣>1 obtained in the GEO database. The intersection genes were subjected to protein-protein interaction (PPI) construction and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis. After screening the key active ingredients and target genes, the AutoDock software was used for molecular docking, and the best binding target was selected for molecular docking to verify the binding activity. Results. A total of 146 active compounds were screened, and quercetin, kaempferol, wogonin, and stigmasterol were identified as the active ingredients with the highest associated targets, and NOS2, PPARG, and MMP1 were the targets associated with the maximum number of active ingredients. Through topological analysis, 32 strongly associated proteins were found, of which EGFR, PPARG, ESR1, HSP90AA1, MYC, HSPA5, AR, AKT1, and RELA were predicted targets of the traditional Chinese medicine, and PPARG was also an intersection gene. It was speculated that these targets were the key to the use of GGQL in UC treatment. GO enrichment results showed significant enrichment of biological processes, such as oxygen levels, leukocyte migration, collagen metabolic processes, and nutritional coping. KEGG enrichment showed that genes were particularly enriched in the IL-17 signaling pathway, AGE-RAGE signaling pathway, toll-like receptor signaling pathway, tumor necrosis factor signaling pathway, transcriptional deregulation in cancer, and other pathways. Molecular docking results showed that key components in GGQL had good potential to bind to the target genes MMP3, IL1B, NOS2, HMOX1, PPARG, and PLAU. Conclusion. GGQL may play a role in the treatment of ulcerative colitis by anti-inflammation, antioxidation, and inhibition of cancer gene transcription. |
url |
http://dx.doi.org/10.1155/2020/5217405 |
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doaj-19e163eb36d44ecd8dbaec35b1049e9d2020-12-07T09:08:23ZengHindawi LimitedBioMed Research International2314-61332314-61412020-01-01202010.1155/2020/52174055217405Based on Network Pharmacology to Explore the Molecular Targets and Mechanisms of Gegen Qinlian Decoction for the Treatment of Ulcerative ColitisMeiqi Wei0He Li1Qifang Li2Yi Qiao3Qun Ma4Ruining Xie5Rong Wang6Yuan Liu7Chao Wei8Bingbing Li9Canlei Zheng10Bing Sun11Bin Yu12Shandong University of Traditional Chinese Medicine, Jinan 250355, ChinaCollege of Integrated Chinese and Western Medicine, Jining Medical University, Jining 272067, ChinaDepartment of Traditional Chinese Medicine, Affiliated Hospital of Jining Medical University, Jining 272060, ChinaSchool of Public Health, Jining Medical University, Jining 272067, ChinaSchool of Basic Medicine, Jining Medical University, Jining 272067, ChinaSchool of Public Health, Jining Medical University, Jining 272067, ChinaCollege of Integrated Chinese and Western Medicine, Jining Medical University, Jining 272067, ChinaCollege of Integrated Chinese and Western Medicine, Jining Medical University, Jining 272067, ChinaCollege of Integrated Chinese and Western Medicine, Jining Medical University, Jining 272067, ChinaCollege of Integrated Chinese and Western Medicine, Jining Medical University, Jining 272067, ChinaCollege of Integrated Chinese and Western Medicine, Jining Medical University, Jining 272067, ChinaCollege of Integrated Chinese and Western Medicine, Jining Medical University, Jining 272067, ChinaCollege of Integrated Chinese and Western Medicine, Jining Medical University, Jining 272067, ChinaBackground. Gegen Qinlian (GGQL) decoction is a common Chinese herbal compound for the treatment of ulcerative colitis (UC). In this study, we aimed to identify its molecular target and the mechanism involved in UC treatment by network pharmacology and molecular docking. Material and Methods. The active ingredients of Puerariae, Scutellariae, Coptis, and Glycyrrhiza were screened using the TCMSP platform with drug‐like properties DL≥0.18 and oral availability OB≥30%. To find the intersection genes and construct the TCM compound-disease regulatory network, the molecular targets were determined in the UniProt database and then compared with the UC disease differential genes with P value < 0.005 and ∣log2 fold change∣>1 obtained in the GEO database. The intersection genes were subjected to protein-protein interaction (PPI) construction and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis. After screening the key active ingredients and target genes, the AutoDock software was used for molecular docking, and the best binding target was selected for molecular docking to verify the binding activity. Results. A total of 146 active compounds were screened, and quercetin, kaempferol, wogonin, and stigmasterol were identified as the active ingredients with the highest associated targets, and NOS2, PPARG, and MMP1 were the targets associated with the maximum number of active ingredients. Through topological analysis, 32 strongly associated proteins were found, of which EGFR, PPARG, ESR1, HSP90AA1, MYC, HSPA5, AR, AKT1, and RELA were predicted targets of the traditional Chinese medicine, and PPARG was also an intersection gene. It was speculated that these targets were the key to the use of GGQL in UC treatment. GO enrichment results showed significant enrichment of biological processes, such as oxygen levels, leukocyte migration, collagen metabolic processes, and nutritional coping. KEGG enrichment showed that genes were particularly enriched in the IL-17 signaling pathway, AGE-RAGE signaling pathway, toll-like receptor signaling pathway, tumor necrosis factor signaling pathway, transcriptional deregulation in cancer, and other pathways. Molecular docking results showed that key components in GGQL had good potential to bind to the target genes MMP3, IL1B, NOS2, HMOX1, PPARG, and PLAU. Conclusion. GGQL may play a role in the treatment of ulcerative colitis by anti-inflammation, antioxidation, and inhibition of cancer gene transcription.http://dx.doi.org/10.1155/2020/5217405 |