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利用计算机虚拟靶点识别和网络药理学探究西洋梨根提取物的抗增殖活性。

Exploring the anti-proliferative activity of Pelargonium sidoides DC with in silico target identification and network pharmacology.

机构信息

Department of Biochemistry, Faculty of Natural and Agricultural Sciences, University of Pretoria, Hillcrest, Pretoria, 0083, South Africa.

Department of Anatomy, Faculty of Health Sciences, University of Pretoria, Hillcrest, Pretoria, 0083, South Africa.

出版信息

Mol Divers. 2017 Nov;21(4):809-820. doi: 10.1007/s11030-017-9769-0. Epub 2017 Sep 18.

Abstract

Pelargonium sidoides DC (Geraniaceae) is a medicinal plant indigenous to Southern Africa that has been widely evaluated for its use in the treatment of upper respiratory tract infections. In recent studies, the anti-proliferative potential of P. sidoides was shown, and several phenolic compounds were identified as the bioactive compounds. Little, however, is known regarding their anti-proliferative protein targets. In this study, the anti-proliferative mechanisms of P. sidoides through in silico target identification and network pharmacology methodologies were evaluated. The protein targets of the 12 phenolic compounds were identified using the target identification server PharmMapper and the server for predicting Drug Repositioning and Adverse Reactions via the Chemical-Protein Interactome (DRAR-CPI). Protein-protein and protein-pathway interaction networks were subsequently constructed with Cytoscape 3.4.0 to evaluate potential mechanisms of action. A total of 142 potential human target proteins were identified with the in silico target identification servers, and 90 of these were found to be related to cancer. The protein interaction network was constructed from 86 proteins involved in 209 interactions with each other, and two protein clusters were observed. A pathway enrichment analysis identified over 80 Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways enriched with the protein targets and included several pathways specifically related to cancer as well as various signaling pathways that have been found to be dysregulated in cancer. These results indicate that the anti-proliferative activity of P. sidoides may be multifactorial and arises from the collective regulation of several interconnected cell signaling pathways.

摘要

南非天竺葵 Pelargonium sidoides DC(牻牛儿苗科)是一种原产于南非的药用植物,因其在上呼吸道感染的治疗中的应用而得到广泛评估。在最近的研究中,南非天竺葵表现出了抗增殖潜力,并且确定了几种酚类化合物为生物活性化合物。然而,关于其抗增殖蛋白靶标的信息却知之甚少。在这项研究中,通过计算机目标识别和网络药理学方法评估了南非天竺葵的抗增殖机制。使用靶标识别服务器 PharmMapper 和用于通过化学-蛋白质相互作用网络预测药物再定位和不良反应的服务器(DRAR-CPI),鉴定了 12 种酚类化合物的蛋白质靶标。随后,使用 Cytoscape 3.4.0 构建蛋白质-蛋白质和蛋白质-途径相互作用网络,以评估潜在的作用机制。通过计算机目标识别服务器共鉴定出 142 个潜在的人类靶蛋白,其中 90 个与癌症有关。蛋白质相互作用网络由 86 个相互作用的蛋白质组成,有 209 个相互作用,观察到两个蛋白质簇。通路富集分析确定了超过 80 个京都基因与基因组百科全书(KEGG)通路被蛋白靶标富集,其中包括几个专门与癌症相关的通路以及各种已被发现与癌症失调的信号通路。这些结果表明,南非天竺葵的抗增殖活性可能是多因素的,源于几个相互关联的细胞信号通路的集体调节。

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