Drug repurposing approach for the discovery of therapeutic agents for Crohn's disease-associated intestinal fibrosis.

IF 8.7
Dimitrios Nikolakis, Andrew Y F Li Yim, Kenneth L Overberg, Mohammed Ghiboub, Manon E Wildenberg, Wouter J de Jonge, Dalia Lartey, Florian Rieder, Geert R D'Haens, Marleen G H van de Sande, Mark Löwenberg
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引用次数: 0

Abstract

Background and aims: Intestinal fibrosis in Crohn's disease (CD) frequently leads to stricture formation, with current treatment options limited to endoscopic balloon dilation and surgery. This underscores the urgent need for anti-fibrotic therapies. Our objective was to identify therapeutic targets and compounds capable of reversing the fibrotic gene expression profile of mucosal fibroblasts in CD.

Methods: We derived a fibrotic gene signature via fibroblasts isolated from stricturing CD tissue and conducted a meta-regression analysis across three publicly available transcriptomic datasets, to identify key differentially expressed genes (DEGs) in fibrostenotic CD. Drug repurposing platforms (iLINCS, L1000, CLUE-io) were implemented to screen compounds with high druggability, for their potential to reverse this pro-fibrotic profile. Transcription factors, microRNAs, and drugs targeting the fibrostenotic signature were identified using the TRRUST, miRWalk, and DGIdb databases, ultimately forming a drug-gene interaction network. The STITCH platform was used to predict compound-protein binding affinities. Promising compounds were subsequently evaluated in vitro, using mucosal fibroblasts derived from fibrostenotic CD patients, and the effect on the expression of selected protein targets was measured via ELISA and immunofluorescence staining.

Results: The top upregulated DEGs included fibroblast activation protein (FAP), IL-7 receptor, and transcription factor AP-2 gamma. The drug-gene interaction network analysis identified IL-6 among the most druggable targets. Of 6783 pharmaceutical agents, PI3K inhibitors and histone deacetylase blockers were the most effective in reversing the fibrotic signature via a FAP- and IL-6-dependent mechanism.

Conclusion: This integrative approach identified potential anti-fibrotic compounds and molecular targets in CD-associated fibrostenosis, supporting future development of effective therapies.

发现克罗恩病相关肠纤维化治疗剂的药物再利用方法
背景和目的:克罗恩病(CD)的肠道纤维化经常导致狭窄形成,目前的治疗选择仅限于内镜下球囊扩张和手术。这强调了抗纤维化治疗的迫切需要。我们的目的是确定能够逆转cd粘膜成纤维细胞纤维化基因表达谱的治疗靶点和化合物。我们通过从狭窄性CD组织中分离的成纤维细胞获得了纤维化基因特征,并对三个公开可用的转录组数据集进行了荟萃回归分析,以确定纤维狭窄性CD中的关键差异表达基因(DEGs)。使用药物再利用平台(iLINCS, L1000, CLUE-io)来筛选具有高药物性的化合物,因为它们有可能逆转这种促纤维化特征。利用trust、miRWalk和DGIdb数据库鉴定了靶向纤维狭窄特征的转录因子、microrna和药物,最终形成了药物-基因相互作用网络。使用STITCH平台预测化合物与蛋白质的结合亲和力。随后,利用来自纤维狭窄性CD患者的粘膜成纤维细胞在体外评估有希望的化合物,并通过ELISA和免疫荧光染色测量对选定蛋白靶点表达的影响。结果:上调最多的DEGs包括成纤维细胞活化蛋白(FAP)、IL-7受体和转录因子AP-2 γ。药物-基因相互作用网络分析发现IL-6是最具药物靶向性的靶点之一。在6783种药物中,PI3K抑制剂和组蛋白去乙酰化酶阻滞剂通过FAP和il -6依赖机制在逆转纤维化特征方面最有效。结论:该综合方法确定了cd相关纤维狭窄的潜在抗纤维化化合物和分子靶点,支持未来有效治疗的开发。
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