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经生物信息学和分子对接分析筛选,Dhea 和 2-14,15-Eg 对胆管癌有效。

Selected by bioinformatics and molecular docking analysis, Dhea and 2-14,15-Eg are effective against cholangiocarcinoma.

机构信息

Department of Gastroenterology, The First Affiliated Hospital of Xinxiang Medical College, Xin Xiang, China.

Department of Gastrointestinal Surgery, The First Affiliated Hospital of Xinxiang Medical College, Xin Xiang, China.

出版信息

PLoS One. 2022 Feb 3;17(2):e0260180. doi: 10.1371/journal.pone.0260180. eCollection 2022.

Abstract

OBJECT

To identify novel targets for the diagnosis, treatment and prognosis of cholangiocarcinoma, we screen ideal lead compounds and preclinical drug candidates with MYC inhibitory effect from the ZINC database, and verify the therapeutic effect of Dhea and 2-14,15-Eg on cholangiocarcinoma.

METHODS

The gene expression profiles of GSE132305, GSE89749, and GSE45001 were obtained respectively from the Gene Expression Omnibus database. The DEGs were identified by comparing the gene expression profiles of cholangiocarcinoma and normal tissues. GO, KEGG analysis and PPI network analyses were performed. LibDock, ADME and toxicity prediction, molecular docking and molecular dynamics simulations were used to identify potential inhibitors of MYC. Moreover, in vitro, MTT assay, colony-forming assay, the scratch assay and Western blotting were performed to verify the therapeutic effect of Dhea and 2-14,15-Eg.

RESULTS

PPI network analysis showed that ALB, MYC, APOB, IGF1 and KNG1 were hub genes, of which MYC was mainly studied in this study. A battery of computer-aided virtual techniques showed that Dhea and 2-14,15-Eg have lower rodent carcinogenicity, Ames mutagenicity, developmental toxicity potential, and high tolerance to cytochrome P4502D6, as well as could exist stably in natural circumstances. In vitro assays showed that Dhea and 2-14,15-Eg inhibited cholangiocarcinoma cellular viability, proliferation, and migration inhibiting expression of MYC.

CONCLUSION

This study suggested that Dhea and 2-14,15-Eg were novel potential inhibitors of MYC targeting, as well as are a promising drug in dealing with cholangiocarcinoma and have a perspective application.

摘要

目的

为了鉴定胆管癌的诊断、治疗和预后的新靶点,我们从 ZINC 数据库中筛选出具有 MYC 抑制作用的理想先导化合物和临床前药物候选物,并验证 Dhea 和 2-14,15-Eg 对胆管癌的治疗效果。

方法

从基因表达综合数据库中分别获得 GSE132305、GSE89749 和 GSE45001 的基因表达谱。通过比较胆管癌和正常组织的基因表达谱,鉴定差异表达基因。进行 GO、KEGG 分析和 PPI 网络分析。利用 LibDock、ADME 和毒性预测、分子对接和分子动力学模拟,鉴定潜在的 MYC 抑制剂。此外,在体外进行 MTT 检测、集落形成检测、划痕实验和 Western blot 实验,验证 Dhea 和 2-14,15-Eg 的治疗效果。

结果

PPI 网络分析显示,ALB、MYC、APOB、IGF1 和 KNG1 是 hub 基因,其中 MYC 是本研究的主要研究对象。一系列计算机辅助虚拟技术表明,Dhea 和 2-14,15-Eg 具有较低的啮齿动物致癌性、Ames 致突变性、发育毒性潜力,对细胞色素 P4502D6 具有较高的耐受性,并且可以在自然环境中稳定存在。体外实验表明,Dhea 和 2-14,15-Eg 抑制胆管癌细胞活力、增殖和迁移,抑制 MYC 的表达。

结论

本研究表明,Dhea 和 2-14,15-Eg 是 MYC 的新型潜在靶向抑制剂,也是治疗胆管癌的有前途的药物,具有广阔的应用前景。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a8d5/8812988/c30a69a4e890/pone.0260180.g001.jpg

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