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Liu M, Jiang D, Zhao X, Zhang L, Zhang Y, Liu Z, Liu R, Li H, Rong X, Gao Y. Exploration in the Mechanism of Ginsenoside Rg5 for the Treatment of Osteosarcoma by Network Pharmacology and Molecular Docking. Orthop Surg 2024; 16:462-470. [PMID: 38086608 PMCID: PMC10834211 DOI: 10.1111/os.13971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 11/15/2023] [Accepted: 11/19/2023] [Indexed: 02/03/2024] Open
Abstract
OBJECTIVE Osteosarcoma is a primary malignancy originating from mesenchymal tissue characterized by rapid growth, early metastasis and poor prognosis. Ginsenoside Rg5 (G-Rg5) is a minor ginsenoside extracted from Panax ginseng C.A. Meyer which has been discovered to possess anti-tumor properties. The objective of current study was to explore the mechanism of G-Rg5 in the treatment of osteosarcoma by network pharmacology and molecular docking technology. METHODS Pharmmapper, SwissTargetPrediction and similarity ensemble approach databases were used to obtain the pharmacological targets of G-Rg5. Related genes of osteosarcoma were searched for in the GeneCards, OMIM and DrugBank databases. The targets of G-Rg5 and the related genes of osteosarcoma were intersected to obtain the potential target genes of G-Rg5 in the treatment of osteosarccoma. The STRING database and Cytoscape 3.8.2 software were used to construct the protein-protein interaction (PPI) network, and the Database for Annotation, Visualization and Integrated Discovery (DAVID) platform was used to perform gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses. AutoDock vina software was used to perform molecular docking between G-Rg5 and hub targets. The hub genes were imported into the Kaplan-Meier Plotter online database for survival analysis. RESULTS A total of 61 overlapping targets were obtained. The related signaling pathways mainly included PI3K-Akt signaling pathway, Proteoglycans in cancer, Lipid and atherosclerosis and Kaposi sarcoma-associated herpesvirus infection. Six hub targets including PIK3CA, SRC, TP53, MAPK1, EGFR, and VEGFA were obtained through PPI network and targets-pathways network analyses. The results of molecular docking showed that the binding energies were all less than -7 kcal/mol. And the results of survival analysis showed TP53 and VEGFA affect the prognosis of sarcoma patients. CONCLUSION This study explored the possible mechanism of G-Rg5 in the treatment of osteosarcoma using network pharmacology method, suggesting that G-Rg5 has the characteristics of multi-targets and multi-pathways in the treatment of osteosarcoma, which lays a foundation for the follow-up experimental and clinical researches on the therapeutic effects of G-Rg5 on osteosarcoma.
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Affiliation(s)
- Ming‐yang Liu
- Henan Province Intelligent Orthopedic Technology Innovation and Transformation International Joint Laboratory, Henan Key Laboratory for Intelligent Precision Orthopedics, Department of Surgery of Spine and Spinal Cord, Henan Provincial People's Hospital, People's Hospital of Zhengzhou UniversityPeople's Hospital of Henan UniversityZhengzhouChina
| | - Dong‐xin Jiang
- Henan Province Intelligent Orthopedic Technology Innovation and Transformation International Joint Laboratory, Henan Key Laboratory for Intelligent Precision Orthopedics, Department of Surgery of Spine and Spinal Cord, Henan Provincial People's Hospital, People's Hospital of Zhengzhou UniversityPeople's Hospital of Henan UniversityZhengzhouChina
| | - Xiang Zhao
- Henan Province Intelligent Orthopedic Technology Innovation and Transformation International Joint Laboratory, Henan Key Laboratory for Intelligent Precision Orthopedics, Department of Surgery of Spine and Spinal Cord, Henan Provincial People's Hospital, People's Hospital of Zhengzhou UniversityPeople's Hospital of Henan UniversityZhengzhouChina
| | - Liang Zhang
- Henan Province Intelligent Orthopedic Technology Innovation and Transformation International Joint Laboratory, Henan Key Laboratory for Intelligent Precision Orthopedics, Department of Surgery of Spine and Spinal Cord, Henan Provincial People's Hospital, People's Hospital of Zhengzhou UniversityPeople's Hospital of Henan UniversityZhengzhouChina
| | - Yu Zhang
- Henan Province Intelligent Orthopedic Technology Innovation and Transformation International Joint Laboratory, Henan Key Laboratory for Intelligent Precision Orthopedics, Department of Surgery of Spine and Spinal Cord, Henan Provincial People's Hospital, People's Hospital of Zhengzhou UniversityPeople's Hospital of Henan UniversityZhengzhouChina
| | - Zhen‐dong Liu
- Henan Province Intelligent Orthopedic Technology Innovation and Transformation International Joint Laboratory, Henan Key Laboratory for Intelligent Precision Orthopedics, Department of Surgery of Spine and Spinal Cord, Henan Provincial People's Hospital, People's Hospital of Zhengzhou UniversityPeople's Hospital of Henan UniversityZhengzhouChina
| | - Run‐ze Liu
- Henan Province Intelligent Orthopedic Technology Innovation and Transformation International Joint Laboratory, Henan Key Laboratory for Intelligent Precision Orthopedics, Department of Surgery of Spine and Spinal Cord, Henan Provincial People's Hospital, People's Hospital of Zhengzhou UniversityPeople's Hospital of Henan UniversityZhengzhouChina
| | - Hai‐jun Li
- Department of Immunity, Institute of Translational MedicineThe First Hospital of Jilin UniversityJilinChina
| | - Xiao‐yu Rong
- Henan Province Intelligent Orthopedic Technology Innovation and Transformation International Joint Laboratory, Henan Key Laboratory for Intelligent Precision Orthopedics, Department of Surgery of Spine and Spinal Cord, Henan Provincial People's Hospital, People's Hospital of Zhengzhou UniversityPeople's Hospital of Henan UniversityZhengzhouChina
| | - Yan‐zheng Gao
- Henan Province Intelligent Orthopedic Technology Innovation and Transformation International Joint Laboratory, Henan Key Laboratory for Intelligent Precision Orthopedics, Department of Surgery of Spine and Spinal Cord, Henan Provincial People's Hospital, People's Hospital of Zhengzhou UniversityPeople's Hospital of Henan UniversityZhengzhouChina
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Yang K, Xie Q, Liang J, Shen Y, Li Z, Zhao N, Wu Y, Liu L, Zhang P, Hu C, Chen L, Wang Y. Identification of Andrographolide as a novel FABP4 inhibitor for osteoarthritis treatment. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2023; 118:154939. [PMID: 37354697 DOI: 10.1016/j.phymed.2023.154939] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 05/30/2023] [Accepted: 06/19/2023] [Indexed: 06/26/2023]
Abstract
BACKGROUND AND PURPOSE Fatty acid binding protein 4 (FABP4) has been identified as a contributor to cartilage degradation in osteoarthritis (OA) patients, and inhibiting FABP4 using small molecules has emerged as a promising approach for developing OA drugs. Our previous research showed that Andrographis paniculata, a medicinal plant, strongly inhibits FABP4 activity. This led us to hypothesize that Andrographis paniculata ingredients might have protective effects on OA cartilage through FABP4 inhibition. METHODS We analyzed scRNA-seq data from joint tissue of OA patients (GSE152805; GSE145286) using Scanpy 1.9.1 and Single Cell Portal. We conducted docking analysis of FABP4 inhibitors using Autodock Vina v.1.0.2. We evaluated the anti-FABP4 activity using a fluorescence displacement assay and measured the fatty acid oxidation (FAO) activity using the FAOBlue assay. We used H2DCF-DA to measure reactive oxygen species (ROS) levels. We studied signaling pathways using bulk RNA sequencing and western blot analysis in human C28/I2 chondrocytes. We evaluated anti-OA activity in monosodium iodoacetate (MIA)-induced rats. RESULTS We identified Andrographolide (AP) as a novel FABP4 inhibitor. Bulk RNA-sequencing analysis revealed that FABP4 upregulated FAO and ROS in chondrocytes, which was inhibited by AP. ROS generation activated the NF-κB pathway, leading to overexpression of a disintegrin and metalloproteinase with thrombospondin motifs 4 (ADAMTS4), which is a responsible factor for cartilage degradation in OA patients. AP inhibited FABP4, thereby reducing the overexpression of ADAMTS4 by inhibiting the NF-κB pathway. In MIA rats, AP treatment reduced the overexpression of ADAMTS4, repaired cartilage and subchondral bone, and promoted cartilage regeneration. CONCLUSION Our results indicate that the inhibition of FABP4 activity by AP explains the anti-OA properties of Andrographis paniculata by protecting against cartilage degradation in OA patients. Additionally, our findings suggest that AP may be a promising therapeutic agent for OA treatment due to its ability to alleviate cartilage damage and bone erosion.
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Affiliation(s)
- Kuangyang Yang
- Foshan Hospital of Traditional Chinese Medicine, Institute of Orthopedics and Traumatology, Foshan 528000, China
| | - Qian Xie
- Center for Translation Medicine Research and Development, Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Shenzhen 518055, China; Department of Orthopaedics, Shenzhen University General Hospital, Shenzhen 518055, China
| | - Jianhui Liang
- Center for Translation Medicine Research and Development, Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Shenzhen 518055, China
| | - Yanni Shen
- Center for Translation Medicine Research and Development, Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Shenzhen 518055, China; Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Ziqi Li
- Center for Translation Medicine Research and Development, Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Shenzhen 518055, China
| | - Na Zhao
- Foshan Hospital of Traditional Chinese Medicine, Institute of Orthopedics and Traumatology, Foshan 528000, China
| | - Yuanyan Wu
- Foshan Hospital of Traditional Chinese Medicine, Institute of Orthopedics and Traumatology, Foshan 528000, China
| | - Lichu Liu
- Foshan Hospital of Traditional Chinese Medicine, Institute of Orthopedics and Traumatology, Foshan 528000, China
| | - Peng Zhang
- Center for Translation Medicine Research and Development, Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Shenzhen 518055, China
| | - Chun Hu
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Lei Chen
- School of Life Science and Technology, Key Laboratory of Developmental Genes and Human Disease, Southeast University, Nanjing 210096, China
| | - Yan Wang
- Center for Translation Medicine Research and Development, Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Shenzhen 518055, China.
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