转录组学和基因组学指导下的药物再利用以治疗手部水泡性湿疹

F. M. Rosenberg, Zoha Kamali, A. Voorberg, T. O. Oude Munnink, Peter J. van der Most, H. Snieder, Ahmad Vaez, M. Schuttelaar
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摘要

水泡型手部湿疹(VHE)是手部湿疹(HE)的一种临床亚型,它对阿维A酸的反应有限,而阿维A酸是唯一获准用于治疗严重慢性手部湿疹的系统疗法。这强调了替代治疗方法的必要性。因此,我们的研究旨在利用转录组学和基因组学数据确定针对手部湿疹的药物再利用机会。我们将 VHE 转录组学研究中的 52 个差异表达基因(DEGs)与 3 个与 HE 相关的定量性状位点(QTL)基因相结合,构建了一个基因网络。通过网络分析、聚类和功能富集分析,我们研究了该网络的潜在生物学机制。接下来,我们利用药物与基因之间的相互作用,并从 DrugBank 数据库中检索药物转录组学数据,以确定针对 (V)HE 的药物再利用机会。我们开发了一个药物排名系统,主要基于疗效、安全性、实用性和价格因素,以选择最有前景的再利用候选药物。我们的研究结果表明,(V)HE 网络由 78 个基因组成,这些基因构成了该疾病的多个生物学通路。药物与基因相互作用搜索以及药物转录组学查询揭示了 123 个独特的药物再利用机会。根据我们的药物排序系统,我们的研究确定了可能有效治疗(V)HE 的最有前景的药物再利用机会(如维生素 D 类似物、维甲酸和免疫调节药物)。
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Transcriptomics- and Genomics-Guided Drug Repurposing for the Treatment of Vesicular Hand Eczema
Vesicular hand eczema (VHE), a clinical subtype of hand eczema (HE), showed limited responsiveness to alitretinoin, the only approved systemic treatment for severe chronic HE. This emphasizes the need for alternative treatment approaches. Therefore, our study aimed to identify drug repurposing opportunities for VHE using transcriptomics and genomics data. We constructed a gene network by combining 52 differentially expressed genes (DEGs) from a VHE transcriptomics study with 3 quantitative trait locus (QTL) genes associated with HE. Through network analysis, clustering, and functional enrichment analyses, we investigated the underlying biological mechanisms of this network. Next, we leveraged drug–gene interactions and retrieved pharmaco-transcriptomics data from the DrugBank database to identify drug repurposing opportunities for (V)HE. We developed a drug ranking system, primarily based on efficacy, safety, and practical and pricing factors, to select the most promising drug repurposing candidates. Our results revealed that the (V)HE network comprised 78 genes that yielded several biological pathways underlying the disease. The drug–gene interaction search together with pharmaco-transcriptomics lookups revealed 123 unique drug repurposing opportunities. Based on our drug ranking system, our study identified the most promising drug repurposing opportunities (e.g., vitamin D analogues, retinoids, and immunomodulating drugs) that might be effective in treating (V)HE.
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