School of Second Clinical Medicine, Guangzhou University of Chinese Medicine, Guangzhou, China.
Department of Endocrinology, Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
J Diabetes Res. 2020 Oct 19;2020:5273914. doi: 10.1155/2020/5273914. eCollection 2020.
Huanglian Jiedu Decoction (HLJDD) is a Traditional Chinese Medicine (TCM) formula comprising four herbal medicines. This decoction has long been used in China for clinically treating T2DM. However, the molecular mechanism of HLJDD treat for T2DM is still not fully known. Hence, this study was designed to reveal the synergistic mechanism of HLJDD formula in the treatment of T2DM by using network pharmacology method and molecular docking.
Retrieving and screening of active components of different herbs in HLJDD and corresponding T2DM-related target genes across multiple databases. Subsequently, STRING and Cytoscape were applied to analysis and construct PPI network. In addition, cluster and topological analysis were employed for the analysis of PPI networks. Then, the GO and KEGG enrichment analysis were performed by using ClueGO tool. Finally, the differentially expressed analysis was used to verify whether the expression of key target genes in T2DM and non-T2DM samples was statistically significant, and the binding capacity between active components and key targets was validated by molecular docking using AutoDock.
There are 65 active components involved in 197 T2DM-related targets that are identified in HLJDD formula. What is more, 39 key targets (AKT1, IL-6, FOS, VEGFA, CASP3, etc.) and 3 clusters were obtained after topological and cluster analysis. Further, GO and KEGG analysis showed that HLJDD may play an important role in treating T2DM and its complications by synergistically regulating many biological processes and pathways which participated in signaling transduction, inflammatory response, apoptotic process, and vascular processes. Differentially expressed analysis showed that AKT1, IL-6, and FOS were upregulated in T2DM samples and a significant between sample differential expression. These results were validated by molecular docking, which identified 5 high-affinity active components in HLJDD, including quercetin, wogonin, baicalein, kaempferol, and oroxylin A.
Our research firstly revealed the basic pharmacological effects and relevant mechanisms of the HLJDD in the treatment of T2DM and its complications. The prediction results might facilitate the development of HLJDD or its active compounds as alternative therapy for T2DM. However, more pharmacological experiments should be performed for verification.
黄连解毒汤(HLJDD)是一种包含四种草药的中药方剂。该方剂在中国长期以来一直用于临床治疗 T2DM。然而,HLJDD 治疗 T2DM 的分子机制仍不完全清楚。因此,本研究旨在通过网络药理学方法和分子对接揭示 HLJDD 方剂治疗 T2DM 的协同机制。
从多个数据库中检索和筛选 HLJDD 中不同草药的活性成分及其与 T2DM 相关的靶基因。然后,使用 STRING 和 Cytoscape 分析和构建 PPI 网络。此外,对 PPI 网络进行聚类和拓扑分析。然后,使用 ClueGO 工具进行 GO 和 KEGG 富集分析。最后,使用差异表达分析验证 T2DM 和非 T2DM 样本中关键靶基因的表达是否具有统计学意义,并通过分子对接使用 AutoDock 验证活性成分与关键靶标的结合能力。
从 HLJDD 配方中鉴定出 65 种涉及 197 个 T2DM 相关靶标的活性成分。此外,经过拓扑和聚类分析,得到 39 个关键靶标(AKT1、IL-6、FOS、VEGFA、CASP3 等)和 3 个聚类。进一步的 GO 和 KEGG 分析表明,HLJDD 可能通过协同调节参与信号转导、炎症反应、凋亡过程和血管过程的许多生物学过程和途径,在治疗 T2DM 及其并发症方面发挥重要作用。差异表达分析表明,AKT1、IL-6 和 FOS 在 T2DM 样本中上调,且样本间差异表达显著。分子对接验证了这些结果,鉴定出 HLJDD 中 5 种高亲和力的活性成分,包括槲皮素、白杨素、黄芩素、山奈酚和紫檀芪。
本研究首次揭示了 HLJDD 治疗 T2DM 及其并发症的基本药理作用和相关机制。预测结果可能有助于开发 HLJDD 或其活性化合物作为 T2DM 的替代治疗方法。然而,还需要进行更多的药理学实验进行验证。