Identification of therapeutic target genes for age-related hearing loss through systematic genome-wide mendelian randomization of druggable genes.

IF 3.9
Kun Zhang, Bo Hou, Tao Yan, Ruru Qiao, Peng Qu, Xinbo Xu, Hanbing Zhang
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引用次数: 0

Abstract

Background: Age-related hearing loss (ARHL) is a common sensory disorder with significant public health implications. However, few effective treatment options are available. Mendelian randomization (MR) has been used to repurpose existing drugs and identify new therapeutic targets. Therefore, we performed a systematic genome-wide MR of drug-eligible individuals to explore potential therapeutic targets for ARHL.

Methods: We obtained data on the expression quantitative trait locis (eQTLs) of druggable genes, which were then subjected to two-sample MR analyses and co-localisation analyses with data from the ARHL genome-wide association study to identify genes highly associated with ARHL. Additionally, we conducted phenome-wide research, enrichment analysis, protein network construction, drug prediction, and molecular docking to help develop more effective and targeted therapeutic treatments.

Results: Overall, the MR analysis of eQTL data showed that 14 drug targets were significantly associated with ARHL. GO analysis of 14 potential targets revealed their primary involvement in biological processes such as the endoplasmic reticulum unfolded protein response, ER-nucleus signaling pathway, and fibroblast apoptotic process. Additionally, important cellular components include the Bcl-2 family of proteins and the endoplasmic reticulum lumen. After filtering using methods such as phenome-wide research, enrichment analysis, protein network construction, drug prediction, and molecular docking, six potentially druggable genes (BAK1, AMFR, LAMP3, STK17B, ACP5, and CD9) and six drugs (beclomethasone, propyl pyrazole triol, momelotinib, monoisoamyl-2,3-dimercaptosuccinate, pterostilbene, and naftidrofuryl) that may affect ARHL outcomes were finally identified.

Conclusions: Our findings identified 14 potential drug targets for ARHL. These findings offer promising leads for more effective treatments for ARHL and help determine the priority of drug development, potentially reducing costs.

通过可用药基因的系统全基因组孟德尔随机化鉴定年龄相关性听力损失的治疗靶基因。
背景:年龄相关性听力损失(ARHL)是一种常见的感觉障碍,具有重要的公共卫生影响。然而,很少有有效的治疗选择。孟德尔随机化(MR)已被用于改变现有药物的用途和确定新的治疗靶点。因此,我们对符合药物条件的个体进行了系统的全基因组MR,以探索ARHL的潜在治疗靶点。方法:我们获得了可用药基因的表达数量性状位点(eqtl)数据,然后将这些数据与ARHL全基因组关联研究的数据进行双样本MR分析和共定位分析,以鉴定与ARHL高度相关的基因。此外,我们还进行了全现象研究、富集分析、蛋白质网络构建、药物预测和分子对接,以帮助开发更有效和更有针对性的治疗方法。结果:总体而言,eQTL数据的MR分析显示,14个药物靶点与ARHL显著相关。对14个潜在靶点的氧化石墨烯分析显示,它们主要参与生物过程,如内质网未折叠蛋白反应、er核信号通路和成纤维细胞凋亡过程。此外,重要的细胞成分包括Bcl-2蛋白家族和内质网管腔。通过全现象研究、富集分析、蛋白网络构建、药物预测、分子对接等方法筛选,最终鉴定出6种可能影响ARHL结局的潜在可用药基因(BAK1、AMFR、LAMP3、STK17B、ACP5、CD9)和6种可能影响ARHL结局的药物(倍氯米松、丙基吡唑三醇、莫米洛替尼、单异戊基-2,3-二巯基琥珀酸酯、紫光二苯基、naftidrofuryl)。结论:我们的研究结果确定了14个潜在的ARHL药物靶点。这些发现为ARHL的更有效治疗提供了有希望的线索,并有助于确定药物开发的优先级,潜在地降低成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Experimental gerontology
Experimental gerontology Ageing, Biochemistry, Geriatrics and Gerontology
CiteScore
6.70
自引率
0.00%
发文量
0
审稿时长
66 days
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