Integrating Network Pharmacology and Experimental Evaluation to Explore the Complementary Therapeutic Effect and Mechanism of Melatonin in Periodontitis

机制(生物学) 褪黑素 牙周炎 药理学 计算机科学 神经科学 医学 心理学 内科学 认识论 哲学
作者
Kamoran Tuerhong,Kehao Liu,Danfeng Shen,Qianyu Zhang,Qi Huang,Mingcong Yang,Ziyu Huang,Lu Wang,Sheng Yang,Yuzhou Li
标识
DOI:10.2139/ssrn.4603605
摘要

Aim: This study aims to explore the complementary therapeutic effect and mechanism of melatonin to treat periodontitis by using the combination of network pharmacy, molecular docking, in vivo mouse models and in vitro cellular models.Materials and Methods: In this study, we first screened melatonin targets from Pharm Mapper for putative targets, Drug Bank, and TCMSP databases for known targets. Then, disease database was searched and screened for differential expressed genes associated with periodontitis. The intersection of disease and melatonin-related genes yielded potential target genes of melatonin treatment for periodontitis. These target genes were further investigated by protein-protein interaction network and GO/KEGG enrichment analysis. In addition, the interactions between melatonin and key target genes were interrogated by molecular docking simulations. Then, we performed animal studies to validate the therapeutic effect of melatonin by injecting melatonin into the peritoneal cavity of ligation-induced periodontitis (LIP) mice. The effects of melatonin on the predicted target proteins were also analyzed using western blot and immunofluorescence techniques. Finally, we constructed an in vitro cellular model and validated the direct effect of melatonin on the predicted targets by using qPCR. Results: We identified 8 potential target genes by network pharmacology analysis. Enrichment analysis suggests that melatonin may treat periodontitis by inhibiting the expression of three potential targets (MPO, MMP8, and MMP9). Molecular docking results showed that melatonin could effectively bind to MMP8 and MMP9. Subsequently, melatonin was further validated in a mouse ligation-induced LIP model to inhibit the expression of MPO, MMP8, and MMP9 in the periodontal tissue. Finally, we verified the direct effect of melatonin on the mRNA expression of MPO, MMP8, and MMP9 in an in vitro cellular model. Conclusions: Through a combination of network pharmacology and experimental validation, this study provides a more comprehensive understanding of the mechanism of melatonin to treat periodontitis. Our study suggests that MPO, MMP8, and MMP9 as key target genes of melatonin to treat periodontitis. These findings present a more comprehensive basis for further investigation into the mechanisms of pharmacological treatment of periodontitis by melatonin.
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