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Priya PS, Nayak SPRR, Margesan T, Chitra V, Almutairi MH, Almutairi BO, Kumaradoss KM, Namasivayam SKR, Arockiaraj J. Investigating the osteoprotective effects of quercetin and rutin from Terminalia chebula in glucocorticoid-induced osteoporosis in vitro cell line and in vivo zebrafish model. SOUTH AFRICAN JOURNAL OF BOTANY 2024; 175:712-722. [DOI: 10.1016/j.sajb.2024.10.060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
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Guan Y, Yang B, Zeng J, Mo Y, Wu X, Yang Y, Feng L, Jia X. A novel strategy for the multi-components division and discovering pharmacodynamic material basis of Chinese herbal compounds: A case study of Xian-Ling-Gu-Bao capsule. J Pharm Biomed Anal 2024; 243:116112. [PMID: 38513502 DOI: 10.1016/j.jpba.2024.116112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 03/14/2024] [Accepted: 03/14/2024] [Indexed: 03/23/2024]
Abstract
The therapeutic effects of Chinese herbal compounds are often achieved through the synergistic interactions of multiple ingredients. However, current research predominantly focuses on individual ingredients, neglecting the holistic nature of Chinese herbal compounds. This study proposes a novel strategy to elucidate the pharmacodynamic material basis of Chinese herbal compounds based on their multi-components (components named 'ZuFen' in China, it refers to multiple ingredients with similar chemical structures) composition, using the Xian-Ling-Gu-Bao (XLGB) capsule as a case study. Cheminformatics-based components partitioning was conducted after sourcing ingredients from various databases, resulting in a total of 856 ingredients which were categorized into nine major components. Furthermore, the pharmacodynamic ingredients of XLGB capsule were determined by analyzing the ingredients that were absorbed into the bloodstream. Through a combination of these ingredients and screening for absorption, the Dipsacus asper saponin components, Psoralea corylifolia coumarin components, and Epimedium flavonoid polyglycosides components were isolated. The anti-osteoporosis efficacy of these components were evaluated in zebrafish, demonstrating their capability to reverse mineralization reduction caused by prednisolone. These findings further support the idea that these components serve as the material basis for the pharmacological efficacy of XLGB capsule. This study provides a novel systematic strategy for discovering the pharmacodynamic material basis of the efficacy of Chinese herbal compounds based on a 'multi-components' perspective.
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Affiliation(s)
- Yuxin Guan
- School of Traditional Chinese Pharmacy, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 211198, PR China
| | - Bing Yang
- School of Traditional Chinese Pharmacy, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 211198, PR China
| | - Jingqi Zeng
- School of Traditional Chinese Pharmacy, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 211198, PR China
| | - Yulin Mo
- School of Traditional Chinese Pharmacy, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 211198, PR China
| | - Xiaochun Wu
- School of Traditional Chinese Pharmacy, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 211198, PR China
| | - Yanjun Yang
- School of Traditional Chinese Pharmacy, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 211198, PR China
| | - Liang Feng
- School of Traditional Chinese Pharmacy, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 211198, PR China.
| | - Xiaobin Jia
- School of Traditional Chinese Pharmacy, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 211198, PR China.
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Mu KL, Li L, Chen Y, Zhang MJ, He TL, Li KM, Liu YC, Liu G. Analysis of Chemical Constituents of Miao Ethnomedicine Heiguteng Zhuifeng Huoluo Capsule (HZFC) and the Discovery of Active Substances in the Treatment of Rheumatoid Arthritis. ACS OMEGA 2024; 9:10860-10874. [PMID: 38463300 PMCID: PMC10918809 DOI: 10.1021/acsomega.3c09788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 02/08/2024] [Accepted: 02/09/2024] [Indexed: 03/12/2024]
Abstract
In this study, the chemical substances of Heiguteng Zhuifeng Huoluo Capsule (HZFC) and its potential active ingredients for the treatment of rheumatoid arthritis (RA) were characterized and analyzed by medicinal chemistry combined with bioinformatics methods. Also, the potential active ingredients of HZFC against RA were verified by lipopolysaccharide (LPS)-induced macrophage activation model. The results showed that 79 chemical constituents were successfully identified, mainly including phenylpropanoids, flavonoids, and alkaloids. Among them, 13 active components were closely related to the nine core targets (FASN, ALOX5, EGFR, MMP1, CYP2D6, CNR1, AR, MAOA, and FKBP5) of HZFC in the treatment of RA. Molecular docking further proved that 13 active components had strong docking activity with 9 core targets. In the verification experiment of the LPS-induced RAW 264.7 macrophage model, the verified components (magnoflorine, N-feruloyltyramine, canadine, rutin, quercetin-3-O-glucoside, and pseudocolumbamine) all showed a clear inhibitory effect on the secretion of inflammatory factors in model cells. The above research results suggest that 13 components such as stepharanine, rutin, quercetin-3-O-glucoside, corydine methyl ether, canadine, 8-oxoepiberberine, disinomenine, deosinomenine glucoside, tuduranine, magnoflorine, isosinomenine, pseudocolumbamine, and N-feruloyltyramine may be the main active substances of HZFC in the treatment of RA.
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Affiliation(s)
- Kai-lang Mu
- Guizhou University
of Traditional
Chinese Medicine, Guiyang 550025, Guizhou, China
| | - Lei Li
- Guizhou University
of Traditional
Chinese Medicine, Guiyang 550025, Guizhou, China
| | - Yun Chen
- Guizhou University
of Traditional
Chinese Medicine, Guiyang 550025, Guizhou, China
| | - Min-jie Zhang
- Guizhou University
of Traditional
Chinese Medicine, Guiyang 550025, Guizhou, China
| | - Tian-lin He
- Guizhou University
of Traditional
Chinese Medicine, Guiyang 550025, Guizhou, China
| | - Kai-min Li
- Guizhou University
of Traditional
Chinese Medicine, Guiyang 550025, Guizhou, China
| | - Yu-chen Liu
- Guizhou University
of Traditional
Chinese Medicine, Guiyang 550025, Guizhou, China
| | - Gang Liu
- Guizhou University
of Traditional
Chinese Medicine, Guiyang 550025, Guizhou, China
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Wu J, Chen J, Yu X, You Y. The potential pharmacological mechanism of prunetin against osteoporosis: transcriptome analysis, molecular docking, and experimental approaches. Toxicol Mech Methods 2024; 34:46-56. [PMID: 37642288 DOI: 10.1080/15376516.2023.2253305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 08/21/2023] [Accepted: 08/25/2023] [Indexed: 08/31/2023]
Abstract
BACKGROUND Prunetin is an O-methylated isoflavone, known for its beneficial properties. However, its specific pharmacological effects in the treatment of osteoporosis (OP) remain poorly understood. This study aims to elucidate the mechanisms underlying the antiosteoporotic effects of prunetin through a combination of bioinformatics analysis and cell experiments. METHODS We gathered predicted targets of prunetin from various online platforms. Differential expression analysis of mRNAs in patients with OP was conducted using the Limma package, based on the GSE35959 dataset. A PPI network diagram was visualized and analyzed using Cytoscape 3.7.2 software. Molecular docking was employed to assess the binding affinity between ligands and receptors, and selected key genes were further validated through cell experiments. RESULTS A total of 4062 differentially expressed genes (DEGs) were identified from the GSE35959 dataset. Among these, 58 genes were found to overlap with the targets of prunetin, indicating their potential as therapeutic targets. The enrichment analysis indicated these targets were mainly enriched in MAPK, FoxO, and mTOR signaling pathways. The molecular docking analysis demonstrated that prunetin exhibited strong binding activity with the core targets. Furthermore, cell experiments revealed that prunetin effectively reversed the expression levels of ALB, ESR1, PTGS2, and FGFR1 mRNA in MC3T3-E1 cells treated with dexamethasone (DEX). CONCLUSION Our research revealed the multi-pathway and multi-target features of prunetin in treating OP, shedding light on the potential mechanisms underlying the effectiveness of prunetin against OP. These findings serve as a theoretical foundation for future drug development in this field.
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Affiliation(s)
- Jing Wu
- Department of Acupuncture, Nanchang Hongdu Hospital of Traditional Chinese Medicine, Jiangxi Province, P.R. China
| | - Jiali Chen
- Nursing Department, Nanchang Hongdu Hospital of Traditional Chinese Medicine, Nanchang, Jiangxi Province, P.R. China
| | - Xijing Yu
- Department of Acupuncture, Nanchang Hongdu Hospital of Traditional Chinese Medicine, Jiangxi Province, P.R. China
| | - Yujuan You
- Department of Anesthesia and Perioperative Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi Province, P.R. China
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Jie X, Feng Y, Jiahao F, Ganggui L, Jiani Y, Zhongyu X, Yuan Y, Tinggang Z, Xiaodan Z, Zongsuo L. Comprehensive chemical profiling of two Dendrobium species and identification of anti-hepatoma active constituents from Dendrobium chrysotoxum by network pharmacology. BMC Complement Med Ther 2023; 23:217. [PMID: 37393306 DOI: 10.1186/s12906-023-04048-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 06/20/2023] [Indexed: 07/03/2023] Open
Abstract
BACKGROUND Dendrobium nobile and Dendrobium chrysotoxum are important species of the genus Dendrobium and have great economic and medicinal value. However, the medicinal properties of these two plants remain poorly understood. This study aimed to investigate the medical properties of D. nobile and D. chrysotoxum by conducting a comprehensive chemical profiling of the two plants. Additionally, active compounds and predictive targets for anti-hepatoma activity in D. chrysotoxum extracts were identified using Network Pharmacology. RESULTS Chemical profiling showed that altogether 65 phytochemicals were identified from D. nobile and D. chrysotoxum, with major classes as alkaloids, terpenoids, flavonoids, bibenzyls and phenanthrenes. About 18 compounds were identified as the important differential metabolites in D. nobile and D. chrysotoxum. Furtherly, CCK-8 results showed that the extracts of stems and leaves of D. nobile and D. chrysotoxum could inhibit the growth of Huh-7 cells, and the anti-hepatoma activity of extracts were dose-dependent. Among the extracts, the extract of D. chrysotoxum showed significant anti-hepatoma activity. In order to find the potential mechanism of anti-hepatoma activity of D. chrysotoxum, five key compounds and nine key targets were obtained through constructing and analyzing the compound-target-pathway network. The five key compounds were chrysotobibenzyl, chrysotoxin, moscatilin, gigantol and chrysotoxene. Nine key targets, including GAPDH, EGFR, ESR1, HRAS, SRC, CCND1, HIF1A, ERBB2 and MTOR, could be considered as the core targets of the anti-hepatoma activity of D. chrysotoxum. CONCLUSIONS In this study, the chemical composition difference and anti-hepatoma activity of stems and leaves of D. nobile and D. chrysotoxum were compared, and the potential anti-hepatoma mechanism of D. chrysotoxum was revealed in a multi-target and multi-pathway manner.
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Affiliation(s)
- Xia Jie
- College of Life Sciences and Medicine, Key Laboratory of Plant Secondary Metabolism and Regulation of Zhejiang Province, Zhejiang Sci-Tech University, Hangzhou, China
| | - Yin Feng
- Zhejiang Sci-Tech University Shaoxing Academy of Biomedicine Co., Ltd, Shaoxing, China
| | - Fang Jiahao
- College of Life Sciences and Medicine, Key Laboratory of Plant Secondary Metabolism and Regulation of Zhejiang Province, Zhejiang Sci-Tech University, Hangzhou, China
| | - Lou Ganggui
- College of Life Sciences and Medicine, Key Laboratory of Plant Secondary Metabolism and Regulation of Zhejiang Province, Zhejiang Sci-Tech University, Hangzhou, China
| | - Yu Jiani
- College of Life Sciences and Medicine, Key Laboratory of Plant Secondary Metabolism and Regulation of Zhejiang Province, Zhejiang Sci-Tech University, Hangzhou, China
| | - Xu Zhongyu
- College of Life Sciences and Medicine, Key Laboratory of Plant Secondary Metabolism and Regulation of Zhejiang Province, Zhejiang Sci-Tech University, Hangzhou, China
| | - Yuan Yuan
- State Key Lab Breeding Base Dao-Di Herbs, National Resource Center Chinese Materia Medica, Beijing, China Academy of Chinese Medical Sciences, Beijing, China
| | | | - Zhang Xiaodan
- College of Life Sciences and Medicine, Key Laboratory of Plant Secondary Metabolism and Regulation of Zhejiang Province, Zhejiang Sci-Tech University, Hangzhou, China.
| | - Liang Zongsuo
- College of Life Sciences and Medicine, Key Laboratory of Plant Secondary Metabolism and Regulation of Zhejiang Province, Zhejiang Sci-Tech University, Hangzhou, China
- Zhejiang Sci-Tech University Shaoxing Academy of Biomedicine Co., Ltd, Shaoxing, China
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Wang L, Li P, Zhou Y, Gu R, Lu G, Zhang C. Magnoflorine Ameliorates Collagen-Induced Arthritis by Suppressing the Inflammation Response via the NF-κB/MAPK Signaling Pathways. J Inflamm Res 2023; 16:2271-2296. [PMID: 37265745 PMCID: PMC10231344 DOI: 10.2147/jir.s406298] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 05/18/2023] [Indexed: 06/03/2023] Open
Abstract
Objective Magnoflorine (Mag) has been reported to have anxiolytics, anti-cancer, and anti-inflammatory properties. In this study, we aim to investigate the effects of Mag on the rheumatoid arthritis (RA) and explore the underlying mechanism using a collagen-induced arthritis (CIA) mouse model and a lipopolysaccharide (LPS)-stimulated macrophage inflammation model. Methods The in vivo effects of Mag on CIA were studied by inducing CIA in a mouse model using DBA/1J mice followed by treatment with vehicle, methotrexate (MTX, 1 mg/kg/d), and Mag (5 mg/kg/d, 10 mg/kg/d, and 20 mg/kg/d), and the in vitro effects of Mag on macrophages were examined by stimulation of RAW264.7 cells line and peritoneal macrophages (PMs) by LPS in the presence of different concentrations of Mag. Network pharmacology and molecular docking was then performed to predict the the binding ability between Mag and its targets. Inflammatory mediators were assayed by quantitative real-time PCR and enzyme linked immunosorbent assay (ELISA). Signaling pathway changes were subsequently determined by Western blotting and immunohistochemistry (IHC). Results In vivo experiments demonstrated that Mag decreased arthritis severity scores, joints destruction, and macrophages infiltration into the synovial tissues of the CIA mice. Network pharmacology analysis revealed that Mag interacted with TNF-α, IL-6, IL-1β, and MCP-1. Consistent with this, analysis of the serum, synovial tissue of the CIA mice, and the supernatant of the cultured RAW264.7 cells and PMs showed that Mag suppressed the expression of TNF-α, IL-6, IL-1β, MCP-1, iNOS, and IFN-β. Furthermore, Mag attenuated the phosphorylation of p65, IκBα, ERK, JNK, and p38 MAPKs in the synovial tissues of the CIA mice and LPS-stimulated RAW 264.7 cells. Conclusion Mag may exert anti-arthritic and anti-inflammatory effects by inhibiting the activation of NF-κB and MAPK signaling pathways.
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Affiliation(s)
- Lei Wang
- College of First Clinical Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, People’s Republic of China
| | - Pengfei Li
- Department of Clinical Laboratory, Jiangsu Province Hospital of Chinese Medicine, The Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210029, People’s Republic of China
| | - Yu Zhou
- College of First Clinical Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, People’s Republic of China
| | - Renjun Gu
- School of Chinese Medicine & School of Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, People’s Republic of China
| | - Ge Lu
- College of Acupuncture-Moxibustion and Tuina, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, People’s Republic of China
| | - Chunbing Zhang
- College of First Clinical Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, People’s Republic of China
- Department of Clinical Laboratory, Jiangsu Province Hospital of Chinese Medicine, The Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210029, People’s Republic of China
- State Key Laboratory of Ultrasound in Medicine and Engineering, Chongqing Medical University, Chongqing, 400016, People’s Republic of China
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Ma Y, Hu J, Song C, Li P, Cheng Y, Wang Y, Liu H, Chen Y, Zhang Z. Er-Xian decoction attenuates ovariectomy-induced osteoporosis by modulating fatty acid metabolism and IGF1/PI3K/AKT signaling pathway. JOURNAL OF ETHNOPHARMACOLOGY 2023; 301:115835. [PMID: 36252878 DOI: 10.1016/j.jep.2022.115835] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 09/28/2022] [Accepted: 10/10/2022] [Indexed: 06/16/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Er-Xian decoction (EXD) is a traditional Chinese medicine (TCM) formula used to treat osteoporosis (OP). However, the anti-OP mechanism of EXD has not yet been fully elucidated. AIM OF THE STUDY The study aimed to verify the anti-OP effect of EXD and to explore its underlying mechanism. METHODS The anti-OP targets and mechanisms of EXD were predicted by network pharmacological analysis. Then, an ovariectomized (OVX) rat model was established to validate the key anti-OP mechanism of EXD. Firstly, the therapeutic effect of EXD on OP was confirmed using micro-CT bone analysis, pathological observation, and ELISA detection. Secondly, serum metabolites related to key biological processes were detected using an automatic biochemical analyzer and GC-MS. Finally, ELISA, qRT-PCR, and western blot were utilized to further explore the potential key anti-OP pathway of EXD. RESULTS A total of 159 anti-OP targets of EXD were identified. Functional annotation revealed that OP treatment using EXD was associated with lipid metabolism, fatty acid (FA) metabolism, and PI3K/AKT signaling pathway. Experimental studies confirmed that EXD ameliorated ovariectomy-induced bone loss and bone microstructure deterioration. EXD treatment also upregulated the level of serum estrogen and downregulated the level of OC, PⅠNP, CTX-1, TC, and LDL-C. Besides, principal component analysis (PCA) and heat map of serum FAs distinguished OVX rats from the SHAM and EXD groups. Serum concentrations of important n-3 FAs, including C20:3N3, C20:5N3, and C22:5N3, were significantly increased in the EXD group. The increased stearoyl-CoA desaturase 1 (SCD1) index 1 and index 2 in the OVX group were reversed by EXD administration. Additionally, EXD reversed the decreased serum IGF1 level and tibia IGF1R, PI3K, and AKT expression in OVX rats. CONCLUSION EXD ameliorated ovariectomy-induced bone loss by modulating lipid metabolism, FA metabolism, and IGF1/PI3K/AKT pathway.
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Affiliation(s)
- Yujie Ma
- Institute of Basic Theory, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Jing Hu
- Institute of Basic Theory, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Changheng Song
- Institute of Basic Theory, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Pei Li
- Institute of Basic Theory, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Yin Cheng
- Institute of Basic Theory, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Yuhan Wang
- Institute of Basic Theory, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Haixia Liu
- Institute of Basic Theory, China Academy of Chinese Medical Sciences, Beijing, 100700, China.
| | - Yanjing Chen
- Institute of Basic Theory, China Academy of Chinese Medical Sciences, Beijing, 100700, China.
| | - Zhiguo Zhang
- Institute of Basic Theory, China Academy of Chinese Medical Sciences, Beijing, 100700, China.
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Xiao J, Shang W, Zhao Z, Jiang J, Chen J, Cai H, He J, Cai Z, Zhao Z. Pharmacodynamic Material Basis and Potential Mechanism Study of Spatholobi Caulis in Reversing Osteoporosis. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE : ECAM 2023; 2023:3071147. [PMID: 37089711 PMCID: PMC10121353 DOI: 10.1155/2023/3071147] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 09/03/2022] [Indexed: 04/25/2023]
Abstract
Objective To elucidate the mechanism of Spatholobi Caulis (SC) in treating osteoporosis (OP) integrated zebrafish model and bioinformatics. Methods Skeleton staining coupled with image quantification was performed to evaluate the effects of SC on skeleton mineralization area (SSA) and total optical density (TOD). Zebrafish locomotor activity was monitored using the EthoVision XT. Bioactive compounds of SC and their corresponding protein targets were acquired from Traditional Chinese Medicine Systems Pharmacology (TCMSP) database. Potential therapeutic targets for OP were summarized through retrieving 5 databases, and then, the overlapping genes between SC and OP were acquired. The core genes were selected by CytoHubba. Subsequently, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway and Gene Ontology (GO) functional analysis of the intersection target genes were carried out by R software. Finally, the molecular docking simulation was manipulated between the ingredients and the hub genes. Results Compared with the model group, SC significantly increased the SSA and TOD at 10 mg/mL and improved the locomotor activity in a dose-dependent manner (p < 0.001). 33 components of SC were associated with 72 OP-related genes including 10 core genes (MAPK1, VEGFA, MMP9, AKT1, AR, IL6, CALM3, TP53, EGFR, and CAT). Advanced Glycation End Product (AGE) Receptor for AGE (RAGE) signaling pathway was screened out as the principal pathway of SC in anti-OP. The bioactive components (Aloe-emodin, Emodin, Formononetin, Licochalcone A, Luteolin, and Lopac-I-3766) have excellent affinity to core genes (MAPK1, VEGFA, MMP9, AKT1, and IL6). Conclusion SC had the hierarchical network characteristics of "multicomponents/multitargets/multifunctions/multipathways" in reversing OP, but AGE-RAGE signaling pathway may be the main regulatory mechanism.
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Affiliation(s)
- Jianpeng Xiao
- Department of TCM, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China
- School of Pharmacy, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, Jiangsu, China
| | - Wei Shang
- Department of TCM, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China
| | - Zhiming Zhao
- Department of TCM, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China
| | - Jun Jiang
- Department of TCM, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China
- School of Pharmacy, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, Jiangsu, China
| | - Jianping Chen
- School of Chinese Medicine, The University of Hong Kong, 10 Sassoon Road, Pokfulam, Hong Kong, China
| | - Hui Cai
- Department of TCM, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China
| | - Jinjin He
- School of Pharmacy, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, Jiangsu, China
| | - Zhihui Cai
- School of Pharmacy, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, Jiangsu, China
| | - Zihan Zhao
- School of Pharmacy, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, Jiangsu, China
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Xie W, Yang H, Guo C, Xie R, Yu G, Li Y. Integrated Network Pharmacology and Experimental Validation Approach to Investigate the Mechanisms of Stigmasterol in the Treatment of Rheumatoid Arthritis. Drug Des Devel Ther 2023; 17:691-706. [PMID: 36915642 PMCID: PMC10007868 DOI: 10.2147/dddt.s387570] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 03/01/2023] [Indexed: 03/09/2023] Open
Abstract
Background Rheumatoid arthritis (RA) is a chronic inflammatory disease of the joints associated with systemic comorbidities. Sinomenium acutum is regarded as an effective traditional Chinese medicine (TCM) for the treatment of RA. Materials and Methods Based on network pharmacology and Gene Expression Omnibus (GEO) database, 33 RA-related differentially-expressed genes (DEGs) targeting active compounds of Sinomenium acutum were initially screened in our investigation. Results Gene Ontology (GO) and Kyoto encyclopaedia of genes and genome (KEGG) analyses found the important involvement of these DEGs in osteoclast differentiation, and finally 5 core DEGs, including NCF4, NFKB1, CYBA, IL-1β and NCF1 were determined through protein-protein interaction (PPI) network. We also identified the related active component of Sinomenium acutum include Stigmasterol. Finally, in order to experimentally verify these results, a rat model of collagen-induced arthritis (CIA) was established, and subsequently treated with Stigmasterol solution. Conclusion Similar to the healing effect of Indomethacin, Stigmasterol was observed to reduce the levels of inflammatory factors (IL-6 and IL-1β) and osteoclast differentiation-related factors (RANKL, ACP5 and Cathepsin K), which can also reduce the arthritis index score and alleviate the degree of pathological injury of rat ankle joints. The predictions and experimental data uncover the involvement of Stigmasterol, an active component of Sinomenium acutum, in regulation of osteoclast differentiation, exerting great medicinal potential in the treatment of RA.
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Affiliation(s)
- Wendong Xie
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, People's Republic of China
| | - Hua Yang
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, People's Republic of China
| | - Chun Guo
- Medical Innovation Experiment Center, The First Hospital of Hunan University of Traditional Chinese Medicine, Changsha, People's Republic of China
| | - Rui Xie
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, People's Republic of China
| | - Guoliang Yu
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, People's Republic of China
| | - Yifu Li
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, People's Republic of China
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Exploring the Potential Mechanism of Artemisinin and Its Derivatives in the Treatment of Osteoporosis Based on Network Pharmacology and Molecular Docking. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:3976062. [PMID: 36590764 PMCID: PMC9800086 DOI: 10.1155/2022/3976062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 11/17/2022] [Accepted: 12/07/2022] [Indexed: 12/24/2022]
Abstract
Objective This study is aimed at predicting and contrasting the mechanisms of artemisinin (ARS), dihydroartemisinin (DHA), artesunate (ART), artemether (ARM), and arteether (ARE) in the treatment of osteoporosis (OP) using network pharmacology and molecular docking. Methods The targets of ARS, DHA, ART, ARM, and ARE were obtained from the SwissTargetPrediction. The targets related to OP were obtained from the TTD, DrugBank, Genecards, and DisGeNet databases. Then, the anti-OP targets of ARS, DHA, ART, ARM, and ARE were obtained and compared using the Venn diagram. Afterward, the protein-protein interaction (PPI) networks were built using the STRING database, and Cytoscape was used to select hub targets. Moreover, molecular docking validated the binding association between five molecules and hub targets. Finally, GO enrichment and KEGG pathway enrichment were conducted using the DAVID database. The common pathways of five molecules were analysed. Results A total of 28, 37, 36, 27, and 33 anti-OP targets of ARS, DHA, ART, ARM, and ARE were acquired. EGFR, EGFR, CASP3, MAPK8, and CASP3 act as the top 1 anti-OP targets of ARS, DHA, ART, ARM, and ARE, respectively. MAPK14 is the common target of five molecules. All five molecules can bind well with these hubs and common targets. Meanwhile, functional annotation showed that MAPK, Serotonergic synapse, AMPK, prolactin, and prolactin signaling pathways are the top 1 anti-OP pathway of ARS, DHA, ART, ARM, and ARE, respectively. IL-17 signaling pathway and prolactin signaling pathway are common anti-OP pathways of five molecules. Besides, GO enrichment showed five biological processes and three molecular functions are common anti-OP mechanisms of five molecules. Conclusion ARS, DHA, ART, ARM and ARE can treat OP through multi-targets and multi pathways, respectively. All five molecules can treat OP by targeting MAPK14 and acting on the IL-17 and prolactin signaling pathways.
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Wu P, Jiao F, Huang H, Liu D, Tang W, Liang J, Chen W. Morinda officinalis polysaccharide enable suppression of osteoclastic differentiation by exosomes derived from rat mesenchymal stem cells. PHARMACEUTICAL BIOLOGY 2022; 60:1303-1316. [PMID: 35801991 PMCID: PMC9272931 DOI: 10.1080/13880209.2022.2093385] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
CONTEXT Morinda officinalis F.C. How. (MO) (Rubiaceae) can strengthen bone function. OBJECTIVE To examine the functional mechanism and effect of MO polysaccharides (MOPs) in rats with glucocorticoid-induced osteoporosis (GIOP). MATERIALS AND METHODS Rats with GIOP were treated with 5, 15 or 45 mL/kg of MOP [n = 15 for each dose, intraperitoneal (i.p.) injection every other day for 8 weeks]. The body weight of rats and histomorphology of bone tissues were examined. Bone marrow mesenchymal stem cells (BMSCs)-derived exosomes (Exo) were collected and identified. Bone marrow-derived macrophages (BMMs) were induced to differentiate into osteoclasts and treated with BMSC-Exo for in vitro studies. RESULTS MOP reduced the body weight (5, 15, or 45 mg/kg MOP vs. phosphate-buffered saline: 8%, 15% and 25%, p < 0.01), elevated the bone volume to tissue volume (BV/TV), mean trabecular thickness (Tb.Th), mean trabecular number (Tb.N) and mean connectivity density (Conn.D) (40-86%, p < 0.01), decreased the mean trabecular separation/spacing (Tb.Sp) (22-37%, p < 0.01), increased the cortical bone continuity (35-90%, p < 0.01) and elevated RUNX family transcription factor 2 and RANK levels (5-12%, p < 0.01), but suppressed matrix metallopeptidase 9 and cathepsin K levels (9-20%, p < 0.01) in femur tissues. BMSC-Exo from MOP-treated rats (MOP-Exo) suppressed osteoclastic differentiation and proliferation of BMMs. The downregulation of microRNA-101-3p (miR-101-3p) or the upregulation of prostaglandin-endoperoxide synthase 2 (PTGS2) blocked the functions of MOP-Exo. DISCUSSION AND CONCLUSIONS MOP inhibits osteoclastic differentiation and could potentially be used for osteoporosis management. This suppression may be enhanced by the upregulation of miR-101-3p or the inhibition of PTGS2.
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Affiliation(s)
- Peiyu Wu
- Department of Orthopedic Surgery, Guangzhou Hospital of Integrated Traditional and Western Medicine, Guangzhou, PR China
- CONTACT Peiyu Wu Wen Chen Department of Orthopedic Surgery, Guangzhou Hospital of Integrated Traditional and Western Medicine, No. 87, Yingbin Road, Huadu District, Guangzhou510800, Guangdong, PR China
| | - Feng Jiao
- Department of Orthopedic Surgery, Guangzhou Hospital of Integrated Traditional and Western Medicine, Guangzhou, PR China
| | - He Huang
- Department of Orthopedic Surgery, Guangzhou Hospital of Integrated Traditional and Western Medicine, Guangzhou, PR China
| | - Donghua Liu
- Department of Orthopedic Surgery, Guangzhou Hospital of Integrated Traditional and Western Medicine, Guangzhou, PR China
| | - Wang Tang
- Department of Orthopedic Surgery, Guangzhou Hospital of Integrated Traditional and Western Medicine, Guangzhou, PR China
| | - Jie Liang
- Department of Orthopedic Surgery, Guangzhou Hospital of Integrated Traditional and Western Medicine, Guangzhou, PR China
| | - Wen Chen
- Department of Orthopedic Surgery, Guangzhou Hospital of Integrated Traditional and Western Medicine, Guangzhou, PR China
- CONTACT Peiyu Wu Wen Chen Department of Orthopedic Surgery, Guangzhou Hospital of Integrated Traditional and Western Medicine, No. 87, Yingbin Road, Huadu District, Guangzhou510800, Guangdong, PR China
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Huang AY, Xiong Z, Liu K, Chang Y, Shu L, Gao G, Zhang C. Identification of kaempferol as an OSX upregulator by network pharmacology-based analysis of qianggu Capsule for osteoporosis. Front Pharmacol 2022; 13:1011561. [PMID: 36210811 PMCID: PMC9539404 DOI: 10.3389/fphar.2022.1011561] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 08/31/2022] [Indexed: 11/13/2022] Open
Abstract
Osteoporosis is the most common metabolic disease of skeleton with reduced bone density and weaker bone. Qianggu Capsule as a traditional chinese medicine has been widely used to treat osteoporosis. The potential pharmacological mechanism of its active ingredient Gusuibu is not well understood. The purpose of this work is to analyze the anti-osteoporosis function of Gusuibu based on network pharmacology, and further explore the potential mechanism of Qianggu Capsule. The active compounds and their corresponding targets of Gusuibu were obtained from TCMSP, TCMID, and BATMAN-TCM databases. Potential therapeutic targets for osteoporosis were obtained through DisGeNET, TTD, GeneCards, MalaCards, CTD, and OMIM databases. The overlapping targets of Gusuibu and osteoporosis were obtained. GO and KEGG pathway enrichment analysis were performed. The “Gusuibu-active compounds-target genes-osteoporosis” network and protein-protein interaction (PPI) network were constructed, and the top hub genes were screened by using the plug-in CytoHubba. Molecular docking was used to verify the binding activity of hub genes and key compounds. We identified 21 active compounds and 140 potential therapeutic targets that may be related to Gusuibu and 10 hub genes (AKT1, IL6, JUN, TNF, MAPK3, VEGFA, EGFR, MAPK1, CASP3, PTGS2). Molecular docking analysis demonstrated that four key active small molecules in Gusuibu (including Luteolin, Naringenin, Kaempferol, and Beta-sitosterol) have excellent binding affinity to the target proteins encoded by the top 10 hub genes. Our new findings indicated that one key active compound kaempferol activated the expression of osteoblast specific transcription factor OSX through JNK kinase pathway.
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Affiliation(s)
- Ann Yehong Huang
- Department of Biochemistry, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Zhencheng Xiong
- Central Laboratory, Peking University International Hospital, Beijing, China
| | - Kuankuan Liu
- Central Laboratory, Peking University International Hospital, Beijing, China
| | - Yanan Chang
- Central Laboratory, Peking University International Hospital, Beijing, China
| | - Li Shu
- Central Laboratory, Peking University International Hospital, Beijing, China
| | - Guolan Gao
- Department of Obstetrics and Gynecology, Peking University International Hospital, Beijing, China
| | - Chi Zhang
- Central Laboratory, Peking University International Hospital, Beijing, China
- Department of Orthopedics, Peking University International Hospital, Beijing, China
- Biomedical Engineering Department, Peking University, Beijing, China
- *Correspondence: Chi Zhang,
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13
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Ding C, Li Y, Sun Y, Wu Y, Wang F, Liu C, Zhang H, Jiang Y, Zhang D, Song X. Sinomenium acutum: A Comprehensive Review of its Botany, Phytochemistry, Pharmacology and Clinical Application. THE AMERICAN JOURNAL OF CHINESE MEDICINE 2022; 50:1219-1253. [PMID: 35681262 DOI: 10.1142/s0192415x22500501] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Sinomenium acutumis the dry stem of Sinomenium acutum (Thunb.) Rehd et Wils. (S. acutum) and Sinomenium acutum(Thunb.) Rehd. et Wils. var. cinereumRehd. et Wils and is mainly distributed in China and Japan. As a traditional Chinese medicine (TCM) for dispelling wind and dampness in China, it is widely distributed and has a long history of drug use. In recent years, with the increase of the incidence of rheumatoid disease, S. acutum has become the focus of research. This paper reviews the literature on the chemical constituents, pharmacological effects, clinical applications and pharmacokinetics and safety of S. acutum from the past 60 years. At present, more than 210 natural compounds have been isolated from S. acutum, including alkaloids, lignans, triterpenoid saponins, steroids, and other structures. Pharmacological activities of S. acutum were mainly reported on anti-inflammatory, analgesic, anti-allergic, immunosuppressive, anti-tumor, liver-protective, anti-oxidative, and other effects, and clinical applications were mainly recorded on rheumatoid arthritis, ankylosing spondylitis, and other diseases. The clinical use of SIN has fewer side effects and more safety; only a small number of gastrointestinal reactions occurred, and the symptoms disappeared after the drug stopped. The purpose of this paper is to lay a foundation and provide reference for the follow-up research and wide application of S. acutum.
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Affiliation(s)
- Chao Ding
- School of Pharmacy, Shaanxi University of Chinese Medicine, Xian Yang, Shaanxi 712046, P. R. China
| | - Yuze Li
- School of Pharmacy, Shaanxi University of Chinese Medicine, Xian Yang, Shaanxi 712046, P. R. China
| | - Yu Sun
- School of Pharmacy, Shaanxi University of Chinese Medicine, Xian Yang, Shaanxi 712046, P. R. China
| | - Ying Wu
- School of Pharmacy, Shaanxi University of Chinese Medicine, Xian Yang, Shaanxi 712046, P. R. China
| | - Fengrui Wang
- School of Pharmacy, Shaanxi University of Chinese Medicine, Xian Yang, Shaanxi 712046, P. R. China
| | - Chenwang Liu
- School of Pharmacy, Shaanxi University of Chinese Medicine, Xian Yang, Shaanxi 712046, P. R. China
| | - Huawei Zhang
- School of Pharmacy, Shaanxi University of Chinese Medicine, Xian Yang, Shaanxi 712046, P. R. China
| | - Yi Jiang
- School of Pharmacy, Shaanxi University of Chinese Medicine, Xian Yang, Shaanxi 712046, P. R. China
| | - Dongdong Zhang
- School of Pharmacy, Shaanxi University of Chinese Medicine, Xian Yang, Shaanxi 712046, P. R. China
| | - Xiaomei Song
- School of Pharmacy, Shaanxi University of Chinese Medicine, Xian Yang, Shaanxi 712046, P. R. China
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14
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Wang F, Rong P, Wang J, Yu X, Wang N, Wang S, Xue Z, Chen J, Meng W, Peng X. Anti-osteoporosis effects and regulatory mechanism of Lindera aggregata based on network pharmacology and experimental validation. Food Funct 2022; 13:6419-6432. [PMID: 35616518 DOI: 10.1039/d2fo00952h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Osteoporosis (OP) is characterized by the flaccidity of bones or bone bi-disease caused by kidney deficiency. Lindera aggregate has been used to strengthen kidney function in China for thousands of years. It has been approved by Chinese Pharmacopoeia that the root of Lindera aggregata (RLA) can replenish and tonify the kidney, which is thought to be an effective way to alleviate OP. In this study, a network pharmacology approach was applied to explore the active components and potential mechanisms of RLA in osteoporosis treatment. Then, the ethanolic extract of the root of L. aggregata (EERL) was prepared and these predicted results were validated by prednisone-induced zebrafish embryos model. Moreover, the candidate compounds were identified by UPLC-ESI-MS/MS. The anti-OP results showed that EERL could significantly reverse the bone loss of zebrafish induced by prednisone. The mRNA expressions results showed that EERL decreased osteoclast bone resorption by regulating the RANK/RANKL/OPG system. Also, it increased bone formation by regulating the gene expressions of spp1, mmp2, mmp9, runx2b, alp, and entpd5a. Our results demonstrated the reliability of the network pharmacology method, and also revealed the anti-OP effect and potential mechanism of RLA.
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Affiliation(s)
- Furong Wang
- Zhejiang Pharmaceutical College, Ningbo 315100, Zhejiang Province, PR China
| | - Pengze Rong
- Ningbo University School of Medicine, Ningbo 315211, China
| | - Juan Wang
- Zhejiang Pharmaceutical College, Ningbo 315100, Zhejiang Province, PR China
| | - Xiao Yu
- Department of Orthopedics, HwaMei Hospital, University of Chinese Academy of Sciences, Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo 315000, China
| | - Na Wang
- Zhejiang Pharmaceutical College, Ningbo 315100, Zhejiang Province, PR China
| | - Shengyu Wang
- Zhejiang Pharmaceutical College, Ningbo 315100, Zhejiang Province, PR China
| | - Zikai Xue
- Zhejiang Pharmaceutical College, Ningbo 315100, Zhejiang Province, PR China
| | - Junnan Chen
- Zhejiang Pharmaceutical College, Ningbo 315100, Zhejiang Province, PR China
| | - Wenlong Meng
- Zhejiang Pharmaceutical College, Ningbo 315100, Zhejiang Province, PR China
| | - Xin Peng
- Ningbo Municipal Hospital of TCM, Affiliated Hospital of Zhejiang Chinese Medical University, Ningbo 315010, Zhejiang Province, PR China.
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15
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Kong Y, Zhang X, Ma X, Wu L, Chen D, Su B, Liu D, Wang X. Silicon-substituted calcium phosphate promotes osteogenic-angiogenic coupling by activating the TLR4/PI3K/AKT signaling axis. J Biomater Appl 2022; 37:459-473. [PMID: 35623361 DOI: 10.1177/08853282221105303] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Silicon-substituted calcium phosphate (Si-CaP) is a promising bioactive material for bone tissue engineering. The mechanism of Si-CaP regulates osteogenic-angiogenic coupling during bone regeneration has not been fully elucidated. In this study, we screened the targets of Si-CaP and osteogenic-angiogenic coupling. 83 common genes were regarded as key targets for Si-CaP regulation of the osteogenic-angiogenic coupling. Then, we performed protein-protein interaction analysis, GO and KEGG enrichment analysis of these 83 targets to further predict their molecular mechanism. Our results showed that Si-CaP treatment could regulate the osteogenic-angiogenic coupling by up-regulating the expression of Toll-like receptor 4 (TLR4), and the phosphorylation of AKT which in turn activating the PI3K/AKT signaling pathway, promoting the expression of RUNX2, OPN, VEGF. In addition, we also found that TLR4 siRNA treatment could block the PI3K/AKT signaling pathway, while inhibiting the promoting effect of Si-CaP. However, although LY294002 can achieve the same inhibitory effect as TLR4 siRNA by blocking the PI3K/AKT signaling pathway, it could not affect the expression of TLR4. This indicates that TLR4 is an upstream activator of PI3K/AKT signaling pathway. These results are highly consistent with the prediction of bioinformatics. In conclusion, we have elucidated the role of TLR4/PI3K/AKT signaling axis in Si-CaP mediated osteogenic-angiogenic coupling for the first time. This study provides new data onto the regulatory role and molecular mechanism of Si-CaP in the process of osteogenic-angiogenic coupling, which strongly supports its wide application for bone tissue engineering.
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Affiliation(s)
- Yuanhang Kong
- 34707Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.,Three authors contributed equally to this work as co-first author
| | - Xin Zhang
- 34707Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.,Three authors contributed equally to this work as co-first author
| | - Xinnan Ma
- 34707Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.,Three authors contributed equally to this work as co-first author
| | - Leilei Wu
- 34707Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Dechun Chen
- 34707Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Bo Su
- 34707Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Daqian Liu
- 34707Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xintao Wang
- 34707Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
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16
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Kong Y, Ma X, Zhang X, Wu L, Chen D, Su B, Liu D, Wang X. The potential mechanism of Fructus Ligustri Lucidi promoting osteogenetic differentiation of bone marrow mesenchymal stem cells based on network pharmacology, molecular docking and experimental identification. Bioengineered 2022; 13:10640-10653. [PMID: 35473508 PMCID: PMC9208528 DOI: 10.1080/21655979.2022.2065753] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Recent studies have shown that the differentiation of bone marrow mesenchymal stem cells (BMSCs) into osteogenic lineages can promotes bone formation and maintains bone homeostasis, which has become a promising therapeutic strategy for skeletal diseases such as osteoporosis. Fructus Ligustri Lucidi (FLL) has been widely used for the treatment of osteoporosis and other orthopedic diseases for thousands of years. However, whether FLL plays an anti-osteoporosis role in promoting the osteogenic differentiation of BMSCs, as well as its active components, targets, and specific molecular mechanisms, has not been fully elucidated. First, we obtained 13 active ingredients of FLL from the Traditional Chinese Medicine Systems Pharmacology (TCSMP) database, and four active ingredients without any target were excluded. Subsequently, 102 common drug-disease targets were subjected to protein-protein interaction (PPI) analysis, Gene Oncology (GO), and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses. The results of the three analyses were highly consistent, indicating that FLL promoted the osteogenic differentiation of BMSCs by activating the PI3K/AKT signaling pathway. Finally, we validated previous predictions using in vitro experiments, such as alkaline phosphatase (ALP) staining, alizarin red staining (ARS), and western blot analysis of osteogenic-related proteins. The organic combination of network pharmacological predictions with in vitro experimental validation comprehensively confirmed the reliability of FLL in promoting osteogenic differentiation of BMSCs. This study provides a strong theoretical support for the specific molecular mechanism and clinical application of FLL in the treatment of bone formation deficiency.
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Affiliation(s)
- Yuanhang Kong
- Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Xinnan Ma
- Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Xin Zhang
- Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Leilei Wu
- Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Dechun Chen
- Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Bo Su
- Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Daqian Liu
- Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Xintao Wang
- Department of Orthopedic Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
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17
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Qin J, Song J, Liang Y, Jiao A, Yang B. In-silico analysis identifies the anti-liver injury targets of diammonium glycyrrhizinate: validated in perfluorooctanoic acid-lesioned mouse model. Chem Biodivers 2022; 19:e202100938. [PMID: 35362201 DOI: 10.1002/cbdv.202100938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Accepted: 03/31/2022] [Indexed: 11/05/2022]
Abstract
Liver injury refers to a pathological condition that causes dysfunction to hepatic parenchymal cells. And diammonium glycyrrhizinate (DG) is clinically prescribed for hepatoprotection. To date, detailed information regarding DG against liver injury in molecular mechanisms remains unrevealed totally. In the present study, we applied network pharmacology and molecular docking to decipher substantial genes, biological functions of DG for treating liver injury. Furthermore, preclinical experiments using perfluorooctanoic acid (PFOA)-induced liver injury in mice were used to validate the bioinformatic findings. Our results showed that the target network of DG and liver injury predominantly shared 90 genes. Eleven core genes of DG treating liver injury including ALB, TP53, TNF, CASP3, PTGS2, JUN, TLR4, IL10, STAT3, NOS3, FOS. The gene ontology and KEGG enrichment further highlighted their importance in regulation of cell proliferation, regulation of transcription, inflammatory response, regulation of NF-kappaB import into nucleus, regulation of apoptotic process, T cell receptor signaling pathway, and Toll-like receptor signaling pathway. Moreover, DG treatment was found to rescue the PFOA-induced liver injury through the modulation of identified genes including TNF, CASP3, PTGS2, and ALB. Current integrated data from bioinformatics method and experimental validation uncovered that DG exerts potent actions to treat liver injury through regulating core targets associated with inflammation and immunomodulation.
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Affiliation(s)
- Jingru Qin
- Guangxi Medical University, College of Pharmacy, Shuangyong Road No.22, Nanning, CHINA
| | - Jianhua Song
- guangxi medical university, TCM, Zhongshan Road No 1, Guigang, CHINA
| | - Yujia Liang
- Guangxi Medical University, TCM, Shuangyong Road No.22, Nanning, CHINA
| | - Aijun Jiao
- Guangxi Medical University, TCM, Shuangyong Road No.22, Nanning, CHINA
| | - Bin Yang
- Guangxi Medical University, College of Pharmacy, Shuangyong Road No.22, 541004, Nanning, CHINA
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Research on the Mechanism of Kaempferol for Treating Senile Osteoporosis by Network Pharmacology and Molecular Docking. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2022; 2022:6741995. [PMID: 35154351 PMCID: PMC8831051 DOI: 10.1155/2022/6741995] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 01/08/2022] [Indexed: 12/24/2022]
Abstract
Kaempferol (KP), as a natural anti-inflammatory compound, has been reported to have curative effects on alleviating senile osteoporosis (SOP), which is an inflammation-related musculoskeletal disease, but the molecular mechanisms remain unclear due to scanty relevant studies. We predicted the targets of KP and SOP, and the common targets of them were subsequently used to carry out PPI analysis. Moreover, we adopted GO and KEGG enrichment analysis and molecular docking to explore potential mechanisms of KP against SOP. There were totally 152 KP-related targets and 978 SOP-related targets, and their overlapped targets comprised 68 intersection targets. GO enrichment analysis showed 1529 biological processes (p < 0.05), which involved regulation of inflammatory response, oxidative stress, regulation of bone resorption and remodeling, osteoblast and osteoclast differentiation, etc. Moreover, KEGG analysis revealed 146 items including 44 signaling pathways (p < 0.05), which were closely linked to TNF, IL-17, NF-kappa B, PI3K-Akt, MAPK, estrogen, p53, prolactin, VEGF, and HIF-1 signaling pathways. By means of molecular docking, we found that kaempferol is bound with the key targets' active pockets through some connections such as hydrogen bond, pi-alkyl, pi-sigma, pi-pi Stacked, pi-pi T-shaped, and van der Waals, illustrating that kaempferol has close combination with the key targets. Collectively, various targets and pathways involve in the process of kaempferol treatment against SOP through regulating inflammatory response, oxidative stress, bone homeostasis, etc. Moreover, our study first reported that kaempferol may regulate core targets' expression with involvement of inflammatory response, oxidative stress, and bone homeostasis, thus treating SOP.
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Guo L, Zhen Q, Zhen X, Cui Z, Jiang C, Zhang Q, Gao K, Luan D, Zhou X. A network pharmacology approach to explore and validate the potential targets of ginsenoside on osteoporosis. Int J Immunopathol Pharmacol 2022; 36:3946320221107239. [PMID: 35791093 PMCID: PMC9272184 DOI: 10.1177/03946320221107239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Background: Osteoporosis (OP) is determined as a chronic systemic bone disorder to increase the susceptibility to fracture. Ginsenosides have been found the anti-osteoporotic activity of in vivo and in vitro. However, its mechanism remains unknown.Methods: The potential mechanism of ginsenosides in anti-osteoporotic activity was identified by using network phamacology analysis. The active compounds of ginsenosides and their targets associated to OP were retrieved from Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform, Drug Bank, Pharmmapper, and Cytoscape. The Gene ontology (GO) enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis target genes were performed in String, Phenopedia, DisGeNET database, and Metascape software. The protein to protein interaction were created by String database and Cytoscape software. The molecular docking was used to investigate the interactions between active coumpounds and potential targets by utilizing SwissDock tool, UCSF Chimera, and Pymol software. Results: A total of eight important active ingredients and 17 potential targets related to OP treatment were subjected to analyze. GO analysis showed the anti-osteoporosis targets of ginsenoside mainly play a role in the response to steroid hormone. KEGG enrichment analysis indicated that ginsenoside treats OP by osteoblast differentiation signal pathway. Lastly, the molecular docking outcomes indicated that ginsenoside rh2 had a good binding ability with four target proteins IL1B, TNF, IFNG, and NFKBIA. Conclusion: IL1B, TNF, IFNG, and NFKBIA are the most important targets and osteoblast differentiation is the most valuable signaling pathways in ginsenoside for the treatment of OP, which might be beneficial to elucidate the mechanism concerned to the action of ginsenoside and might supply a better understanding of its anti-OP effects.
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Affiliation(s)
- Ling Guo
- Department of Otorhinolaryngology Head and Neck Surgery, 34708Shandong Provincial Hospital affiliated to Shandong First Medical University, Jinan, China
| | - Qingliu Zhen
- Department of Anesthesiology, 34708Shandong Provincial Hospital affiliated to Shandong First Medical University, Jinan, China
| | - Xiaoyue Zhen
- Minimally Invasive Urology Center, 34708Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Zhaoyang Cui
- Department of Otorhinolaryngology Head and Neck Surgery, 34708Shandong Provincial Hospital affiliated to Shandong First Medical University, Jinan, China
| | - Chao Jiang
- Department of Otorhinolaryngology Head and Neck Surgery, 34708Shandong Provincial Hospital affiliated to Shandong First Medical University, Jinan, China
| | - Qiang Zhang
- Department of Otorhinolaryngology Head and Neck Surgery, 34708Shandong Provincial Hospital affiliated to Shandong First Medical University, Jinan, China
| | - Kun Gao
- Department of Otorhinolaryngology Head and Neck Surgery, 34708Shandong Provincial Hospital affiliated to Shandong First Medical University, Jinan, China
| | - Deheng Luan
- Department of Otorhinolaryngology Head and Neck Surgery, 34708Shandong Provincial Hospital affiliated to Shandong First Medical University, Jinan, China
| | - Xuanchen Zhou
- Department of Otorhinolaryngology Head and Neck Surgery, 34708Shandong Provincial Hospital affiliated to Shandong First Medical University, Jinan, China
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Network Pharmacology Integrated with Molecular Docking Explores the Mechanisms of Naringin against Osteoporotic Fracture by Regulating Oxidative Stress. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2021; 2021:6421122. [PMID: 34589132 PMCID: PMC8476256 DOI: 10.1155/2021/6421122] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 09/03/2021] [Indexed: 12/23/2022]
Abstract
Naringin (NG), as the most abundant component of Drynariae Rhizoma (Chinese name: Gusuibu), has been proved to be an antioxidant flavonoid on promoting osteoporotic fracture (OF) healing, but relevant research is scanty on the underlying mechanisms. We adopted target prediction, protein-protein interaction (PPI) analysis, Gene Ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis, and molecular docking to establish a system pharmacology database of NG against OF. Totally 105 targets of naringin were obtained, including 26 common targets with OF. A total of 415 entries were obtained through GO Biological Process enrichment analysis (P < 0.05), and 37 entries were obtained through KEGG pathway enrichment analysis with seven signaling pathways included (P < 0.05), which were primarily concerned with p53, IL-17, TNF, estrogen, and PPAR signaling pathways. According to the results of molecular docking, naringin is all bound in the active pockets of the core targets with 3-9 hydrogen bonds through some connections such as hydrophobic interactions, Pi-Pi stacked interactions, and salt bridge, demonstrating that naringin binds tightly to the core targets. In general, naringin may treat OF through multiple targets and multiple pathways via regulating oxidative stress, etc. Notably, it is first reported that NG may regulate osteoclast differentiation and oxidative stress through the expression of the core targets so as to treat OF.
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21
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Rosa JT, Laizé V, Gavaia PJ, Cancela ML. Fish Models of Induced Osteoporosis. Front Cell Dev Biol 2021; 9:672424. [PMID: 34179000 PMCID: PMC8222987 DOI: 10.3389/fcell.2021.672424] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 04/28/2021] [Indexed: 12/13/2022] Open
Abstract
Osteopenia and osteoporosis are bone disorders characterized by reduced bone mineral density (BMD), altered bone microarchitecture and increased bone fragility. Because of global aging, their incidence is rapidly increasing worldwide and novel treatments that would be more efficient at preventing disease progression and at reducing the risk of bone fractures are needed. Preclinical studies are today a major bottleneck to the collection of new data and the discovery of new drugs, since they are commonly based on rodent in vivo systems that are time consuming and expensive, or in vitro systems that do not exactly recapitulate the complexity of low BMD disorders. In this regard, teleost fish, in particular zebrafish and medaka, have recently emerged as suitable alternatives to study bone formation and mineralization and to model human bone disorders. In addition to the many technical advantages that allow faster and larger studies, the availability of several fish models that efficiently mimic human osteopenia and osteoporosis phenotypes has stimulated the interest of the academia and industry toward a better understanding of the mechanisms of pathogenesis but also toward the discovery of new bone anabolic or antiresorptive compounds. This mini review recapitulates the in vivo teleost fish systems available to study low BMD disorders and highlights their applications and the recent advances in the field.
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Affiliation(s)
- Joana T Rosa
- Centre of Marine Sciences, University of Algarve, Faro, Portugal
| | - Vincent Laizé
- Centre of Marine Sciences, University of Algarve, Faro, Portugal.,S2 AQUA - Sustainable and Smart Aquaculture Collaborative Laboratory, Olhão, Portugal
| | - Paulo J Gavaia
- Centre of Marine Sciences, University of Algarve, Faro, Portugal.,GreenCoLab - Associação Oceano Verde, Faro, Portugal.,Faculty of Medicine and Biomedical Sciences, University of Algarve, Faro, Portugal
| | - M Leonor Cancela
- Centre of Marine Sciences, University of Algarve, Faro, Portugal.,Faculty of Medicine and Biomedical Sciences, University of Algarve, Faro, Portugal.,Algarve Biomedical Center, University of Algarve, Faro, Portugal
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22
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Zhang M, Li P, Zhang S, Zhang X, Wang L, Zhang Y, Li X, Liu K. Study on the Mechanism of the Danggui-Chuanxiong Herb Pair on Treating Thrombus through Network Pharmacology and Zebrafish Models. ACS OMEGA 2021; 6:14677-14691. [PMID: 34124490 PMCID: PMC8190889 DOI: 10.1021/acsomega.1c01847] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 05/14/2021] [Indexed: 05/10/2023]
Abstract
Danggui-Chuanxiong (DC) is a commonly used nourishing and activating blood medicine pair in many gynecological prescriptions and modern Chinese medicine. However, its activating blood mechanism has not been clearly elucidated. Our research aimed at investigating the activating blood mechanisms of DC using network pharmacology and zebrafish experiments. Network pharmacology was used to excavate the potential targets and mechanisms of DC in treating thrombus. The antithrombotic, anti-inflammatory, antioxidant, and vasculogenesis activities of DC and the main components of DC, ferulic acid (DC2), ligustilide (DC7), and levistilide A (DC17), were evaluated by zebrafish models in vivo. A total of 24 compounds were selected as the active ingredients with favorable pharmacological parameters for this herb pair. A total of 89 targets and 18 pathways related to the thrombus process were gathered for active compounds. The genes, TNF, CXCR4, IL2, ESR1, FGF2, HIF1A, CXCL8, AR, FOS, MMP2, MMP9, STAT3, and RHOA, might be the main targets for this herb pair to exert cardiovascular activity from the analysis of protein-protein interaction and KEGG pathway results, which were mainly related to inflammation, vasculogenesis, immunity, hormones, and so forth. The zebrafish experiment results showed that DC had antithrombotic, anti-inflammatory, antioxidant, and vasculogenesis activities. The main compounds had different effects of zebrafish activities. Especially, the antithrombotic activity of the DC17H group, anti-inflammatory activities of DCH and DC2H groups, antioxidant activities of DCM, DCH, DC2, DC7, and DC17 groups, and vasculogenesis activities of DCM, DCH, and DC2 groups were stronger than those of the positive group. The integrated method coupled zebrafish models with network pharmacology provided the insights into the mechanisms of DC in treating thrombus.
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Affiliation(s)
- Mengqi Zhang
- Engineering
Research Center of Zebrafish Models for Human Diseases and Drug Screening
of Shandong Province, Key Laboratory for Biosensor of Shandong Province,
Biology Institute, Qilu University of Technology, Shandong Academy of Sciences, Jinan 250103, China
- State
Key Laboratory of Biobased Material and Green Papermaking, Qilu University
of Technology, Shandong Academy of Sciences, Jinan 250353, China
| | - Peihai Li
- Engineering
Research Center of Zebrafish Models for Human Diseases and Drug Screening
of Shandong Province, Key Laboratory for Biosensor of Shandong Province,
Biology Institute, Qilu University of Technology, Shandong Academy of Sciences, Jinan 250103, China
- State
Key Laboratory of Biobased Material and Green Papermaking, Qilu University
of Technology, Shandong Academy of Sciences, Jinan 250353, China
| | - Shanshan Zhang
- Engineering
Research Center of Zebrafish Models for Human Diseases and Drug Screening
of Shandong Province, Key Laboratory for Biosensor of Shandong Province,
Biology Institute, Qilu University of Technology, Shandong Academy of Sciences, Jinan 250103, China
- State
Key Laboratory of Biobased Material and Green Papermaking, Qilu University
of Technology, Shandong Academy of Sciences, Jinan 250353, China
| | - Xuanming Zhang
- Engineering
Research Center of Zebrafish Models for Human Diseases and Drug Screening
of Shandong Province, Key Laboratory for Biosensor of Shandong Province,
Biology Institute, Qilu University of Technology, Shandong Academy of Sciences, Jinan 250103, China
- State
Key Laboratory of Biobased Material and Green Papermaking, Qilu University
of Technology, Shandong Academy of Sciences, Jinan 250353, China
| | - Lizhen Wang
- Engineering
Research Center of Zebrafish Models for Human Diseases and Drug Screening
of Shandong Province, Key Laboratory for Biosensor of Shandong Province,
Biology Institute, Qilu University of Technology, Shandong Academy of Sciences, Jinan 250103, China
- State
Key Laboratory of Biobased Material and Green Papermaking, Qilu University
of Technology, Shandong Academy of Sciences, Jinan 250353, China
| | - Yun Zhang
- Engineering
Research Center of Zebrafish Models for Human Diseases and Drug Screening
of Shandong Province, Key Laboratory for Biosensor of Shandong Province,
Biology Institute, Qilu University of Technology, Shandong Academy of Sciences, Jinan 250103, China
| | - Xiaobin Li
- Engineering
Research Center of Zebrafish Models for Human Diseases and Drug Screening
of Shandong Province, Key Laboratory for Biosensor of Shandong Province,
Biology Institute, Qilu University of Technology, Shandong Academy of Sciences, Jinan 250103, China
- Bioengineering
Technology Innovation Center of Shandong Province, Heze 274000, China
| | - Kechun Liu
- Engineering
Research Center of Zebrafish Models for Human Diseases and Drug Screening
of Shandong Province, Key Laboratory for Biosensor of Shandong Province,
Biology Institute, Qilu University of Technology, Shandong Academy of Sciences, Jinan 250103, China
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23
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Lin FJ, Li H, Wu DT, Zhuang QG, Li HB, Geng F, Gan RY. Recent development in zebrafish model for bioactivity and safety evaluation of natural products. Crit Rev Food Sci Nutr 2021; 62:8646-8674. [PMID: 34058920 DOI: 10.1080/10408398.2021.1931023] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The zebrafish is a species of freshwater fish, popular in aquariums and laboratories. Several advantageous features have facilitated zebrafish to be extensively utilized as a valuable vertebrate model in the lab. It has been well-recognized that natural products possess multiple health benefits for humans. With the increasing demand for natural products in the development of functional foods, nutraceuticals, and natural cosmetics, the zebrafish has emerged as an unprecedented tool for rapidly and economically screening and identifying safe and effective substances from natural products. This review first summarized the key factors for the management of zebrafish in the laboratory, followed by highlighting the current progress on the establishment and applications of zebrafish models in the bioactivity evaluation of natural products. In addition, the zebrafish models used for assessing the potential toxicity or health risks of natural products were involved as well. Overall, this review indicates that zebrafish are promising animal models for the bioactivity and safety evaluation of natural products, and zebrafish models can accelerate the discovery of novel natural products with potential health functions.
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Affiliation(s)
- Fang-Jun Lin
- Key Laboratory of Coarse Cereal Processing (Ministry of Agriculture and Rural Affairs), Sichuan Engineering & Technology Research Center of Coarse Cereal Industralization, Chengdu University, Chengdu, China.,Burnett School of Biomedical Sciences, University of Central Florida, Orlando, FL, USA
| | - Hang Li
- Research Center for Plants and Human Health, Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu, China
| | - Ding-Tao Wu
- Key Laboratory of Coarse Cereal Processing (Ministry of Agriculture and Rural Affairs), Sichuan Engineering & Technology Research Center of Coarse Cereal Industralization, Chengdu University, Chengdu, China
| | - Qi-Guo Zhuang
- China-New Zealand Belt and Road Joint Laboratory on Kiwifruit, Sichuan Provincial Academy of Natural Resource Sciences, Chengdu, China
| | - Hua-Bin Li
- Guangdong Provincial Key Laboratory of Food, Nutrition and Health, Department of Nutrition, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Fang Geng
- Key Laboratory of Coarse Cereal Processing (Ministry of Agriculture and Rural Affairs), Sichuan Engineering & Technology Research Center of Coarse Cereal Industralization, Chengdu University, Chengdu, China
| | - Ren-You Gan
- Key Laboratory of Coarse Cereal Processing (Ministry of Agriculture and Rural Affairs), Sichuan Engineering & Technology Research Center of Coarse Cereal Industralization, Chengdu University, Chengdu, China.,Research Center for Plants and Human Health, Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu, China
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24
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Xia H, Liu J, Yang W, Liu M, Luo Y, Yang Z, Xie J, Zeng H, Xu R, Ling H, Zeng Q, Xu H, Fang L, Wang H, Tong P, Jin H, Yang F. Integrated Strategy of Network Pharmacological Prediction and Experimental Validation Elucidate Possible Mechanism of Bu-Yang Herbs in Treating Postmenopausal Osteoporosis via ESR1. Front Pharmacol 2021; 12:654714. [PMID: 34045964 PMCID: PMC8144472 DOI: 10.3389/fphar.2021.654714] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 04/12/2021] [Indexed: 12/18/2022] Open
Abstract
Postmenopausal osteoporosis (PMOP) is a type of bone metabolism disease-related to estrogen deficiency with an increasing incidence. Traditional Chinese (TCM) has always been used and showed effectiveness in treating PMOP. In the current study, Bu-Yang herbs were considered to be the most frequently used and efficient TCM herbs in PMOP treatment. However, chemical and pharmacological profiles were not elucidated. Network pharmacology was conducted on representative Bu-Yang herbs (Yin-Yang-Huo. Du-Zhong, Bu-Gu-Zhi, Tu-Si-Zi) to investigate the mechanism of Bu-Yang herbs on PMOP. Chemical compounds, potential targets, and disease related genes were available from the corresponding database. Results showed that Bu-Yang herbs could interact with ESR1 and estrogen signaling pathways. For further validation, the Bu-Yang decoction (BYD), formula consisted of the above-mentioned 4 Bu-Yang herbs was presented for experimental validation. In vivo, BYD significantly reversed ovariectomy (OVX)-induced osteoporosis progress in a dose-dependent manner by up-regulation of bone mineral density and amelioration of bone microarchitecture. In vitro, BYD dramatically improved the proliferation and mineral nodules formation of osteoblasts. Both in vitro and in vivo results illustrated that the phenotype change induced by BYD is correlated with up-regulated of ESR1 and activation of the β-catenin pathway. Meanwhile, inhibition of ESR1 by ICI182, 780 blocked the osteogenic phenotype and β-catenin pathway activation induced by BYD. In conclusion, the current study suggested that Bu-Yang herbs are the most useful TCM herbs in treating PMOP. Furthermore, the integrated strategy of network pharmacology prediction with experimental validation suggested that BYD exerted its anti-PMOP via ESR1 and the downstream mechanism might be activation of the β-catenin signaling pathway.
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Affiliation(s)
- Hanting Xia
- The First Clinical College, Zhejiang Chinese Medical University, Hangzhou, China.,Institute of Orthopaedics and Traumatology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China.,Department of Orthopedics, Affiliated Hospital of Jiangxi University of Chinese Medicine, Nanchang, China
| | - Jiangyuan Liu
- Graduated School, Jiangxi University of Chinese Medicine, Nanchang, China
| | - Wenlong Yang
- Department of Orthopedics, Affiliated Hospital of Jiangxi University of Chinese Medicine, Nanchang, China
| | - Min Liu
- Department of Orthopedics, Affiliated Hospital of Jiangxi University of Chinese Medicine, Nanchang, China
| | - Yunfeng Luo
- Graduated School, Jiangxi University of Chinese Medicine, Nanchang, China
| | - Zhijun Yang
- Graduated School, Jiangxi University of Chinese Medicine, Nanchang, China
| | - Jingbo Xie
- Department of Orthopedics, People's Hospital of Fengcheng City, Fengcheng, China
| | - Huiliang Zeng
- Department of Orthopedics, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Rui Xu
- The First Clinical College, Zhejiang Chinese Medical University, Hangzhou, China.,Institute of Orthopaedics and Traumatology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Houfu Ling
- The First Clinical College, Zhejiang Chinese Medical University, Hangzhou, China.,Institute of Orthopaedics and Traumatology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Qinghe Zeng
- The First Clinical College, Zhejiang Chinese Medical University, Hangzhou, China.,Institute of Orthopaedics and Traumatology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Huihui Xu
- The First Clinical College, Zhejiang Chinese Medical University, Hangzhou, China.,Institute of Orthopaedics and Traumatology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Liang Fang
- The First Clinical College, Zhejiang Chinese Medical University, Hangzhou, China.,Institute of Orthopaedics and Traumatology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Hongyu Wang
- Graduated School, Jiangxi University of Chinese Medicine, Nanchang, China
| | - Peijian Tong
- The First Clinical College, Zhejiang Chinese Medical University, Hangzhou, China.,Institute of Orthopaedics and Traumatology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China.,Department of Orthopaedic Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Hongting Jin
- The First Clinical College, Zhejiang Chinese Medical University, Hangzhou, China.,Institute of Orthopaedics and Traumatology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China.,Department of Orthopaedic Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Fengyun Yang
- Graduated School, Jiangxi University of Chinese Medicine, Nanchang, China
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25
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Exploring the Pharmacological Mechanism of Duhuo Jisheng Decoction in Treating Osteoporosis Based on Network Pharmacology. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2021; 2021:5510290. [PMID: 33880122 PMCID: PMC8046540 DOI: 10.1155/2021/5510290] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 03/21/2021] [Accepted: 03/25/2021] [Indexed: 12/14/2022]
Abstract
Objective The purpose of this work is to study the mechanism of action of Duhuo Jisheng Decoction (DHJSD) in the treatment of osteoporosis based on the methods of bioinformatics and network pharmacology. Methods In this study, the active compounds of each medicinal ingredient of DHJSD and their corresponding targets were obtained from TCMSP database. Osteoporosis was treated as search query in GeneCards, MalaCards, DisGeNET, Therapeutic Target Database (TTD), Comparative Toxicogenomics Database (CTD), and OMIM databases to obtain disease-related genes. The overlapping targets of DHJSD and osteoporosis were identified, and then GO and KEGG enrichment analysis were performed. Cytoscape was employed to construct DHJSD-compounds-target genes-osteoporosis network and protein-protein interaction (PPI) network. CytoHubba was utilized to select the hub genes. The activities of binding of hub genes and key components were confirmed by molecular docking. Results 174 active compounds and their 205 related potential targets were identified in DHJSD for the treatment of osteoporosis, including 10 hub genes (AKT1, ALB, IL6, MAPK3, VEGFA, JUN, CASP3, EGFR, MYC, and EGF). Pathway enrichment analysis of target proteins indicated that osteoclast differentiation, AGE-RAGE signaling pathway in diabetic complications, Wnt signaling pathway, MAPK signaling pathway, PI3K-Akt signaling pathway, JAK-STAT signaling pathway, calcium signaling pathway, and TNF signaling pathway were the specifically major pathways regulated by DHJSD against osteoporosis. Further verification based on molecular docking results showed that the small molecule compounds (Quercetin, Kaempferol, Beta-sitosterol, Beta-carotene, and Formononetin) contained in DHJSD generally have excellent binding affinity to the macromolecular target proteins encoded by the top 10 genes. Conclusion This study reveals the characteristics of multi-component, multi-target, and multi-pathway of DHJSD against osteoporosis and provides novel insights for verifying the mechanism of DHJSD in the treatment of osteoporosis.
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Nam HH, Kim JS, Lee J, Seo YH, Kim HS, Ryu SM, Choi G, Moon BC, Lee AY. Pharmacological Effects of Agastache rugosa against Gastritis Using a Network Pharmacology Approach. Biomolecules 2020; 10:biom10091298. [PMID: 32916904 PMCID: PMC7565599 DOI: 10.3390/biom10091298] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 09/04/2020] [Accepted: 09/07/2020] [Indexed: 02/07/2023] Open
Abstract
Agastache rugosa is used as a Korean traditional medicine to treat gastric diseases. However, the active ingredients and pharmacological targets of A. rugosa are unknown. In this study, we aimed to reveal the pharmacological effects of A. rugosa on gastritis by combining a mice model and a network pharmacology method. The macrophage and gastritis-induced models were used to evaluate the pharmacological effects of A. rugosa. The results show that A. rugosa relieved mucosal damage induced by HCl/EtOH in vivo. Network analysis identified 99 components in A. rugosa; six components were selected through systematic screening, and five components were linked to 45 gastritis-related genes. The main components were acacetin and luteolin, and the identified core genes were AKT serine/threonine kinase 1 (AKT1), nuclear factor kappa B inhibitor alpha (NFKBIA), and mitogen-activated protein kinase-3 (MAPK3) etc. in this network. The network of components, target genes, protein–protein interactions, and the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway was closely connected with chemokines and with phosphoinositide 3-kinase-Akt (PI3K/AKT), tumor-necrosis-factor alpha (TNFα), mitogen-activated protein kinase, nuclear factor kappa B, and Toll-like receptor (TLR) pathways. In conclusion, A. rugosa exerts gastro-protective effects through a multi-compound and multi-pathway regulatory network and holds potential for treating inflammatory gastric diseases.
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Affiliation(s)
| | | | | | | | | | | | | | | | - A Yeong Lee
- Correspondence: ; Tel.: +82-61-338-7128; Fax: +82-61-338-7136
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