Exploring potential therapeutic targets for asthma: a proteome-wide Mendelian randomization analysis.

IF 5.3 2区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY ACS Applied Nano Materials Pub Date : 2024-10-29 DOI:10.1186/s12967-024-05782-8
Yuhan Jiang, Yifan Wang, Ju Guo, Zixuan Wang, Xuelin Wang, Xueming Yao, Hongxi Yang, Yingxue Zou
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Abstract

Background: Asthma poses a significant global health challenge, characterized by high rates of morbidity and mortality. Despite available treatments, many severe asthma patients remain poorly managed, highlighting the need for novel therapeutic strategies. This study aims to identify potential drug targets for asthma by examining the influence of circulating plasma proteins on asthma risk.

Methods: This study employs summary-data-based Mendelian randomization (MR) and two-sample MR methods to investigate the association between 2940 plasma proteins from the UK Biobank study and asthma. The analysis includes discovery (FinnGen cohort) and replication (GERA cohort) phases, with Bayesian colocalization used to validate the relationships between proteins and asthma. Furthermore, protein-protein interaction and druggability assessments were conducted on high-evidence strength protein biomarkers, and candidate drug prediction and molecular docking were performed for proteins without targeted drugs. Given the complexity of asthma pathogenesis, the study also explores the relationships between plasma proteins and asthma-related endpoints (e.g., obesity-related asthma, infection-related asthma, childhood asthma) to identify potential therapeutic targets for different subtypes.

Results: In the discovery cohort, 75 plasma proteins were associated with asthma, including IL1RAP, IL1RL1, IL6, CXCL5, and CXCL8. Additionally, 6 proteins (IL4R, LTB, CASP8, MAX, PCDH12, and SCLY) were validated through co-localization analysis and validation cohort. The assessment of drug targetability revealed potential drug targets for IL4R, CASP8, and SCLY, while candidate drugs were predicted for LTB and MAX proteins. MAX exhibited strong binding affinity with multiple small molecules indicating a highly stable interaction and significant druggability potential. Analysis of the 75 proteins with 9 asthma-related endpoints highlighted promising targets such as DOK2, ITGAM, CA1, BTN2A1, and GZMB.

Conclusion: These findings elucidate the link between asthma, its related endpoints, and plasma proteins, advancing our understanding of molecular pathogenesis and treatment strategies. The discovery of potential therapeutic targets offers new insights into asthma drug target research.

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探索哮喘的潜在治疗靶点:全蛋白质组孟德尔随机分析。
背景:哮喘是一项重大的全球性健康挑战,其特点是发病率和死亡率高。尽管有可用的治疗方法,但许多严重的哮喘患者仍然得不到很好的控制,这凸显了对新型治疗策略的需求。本研究旨在通过检测循环血浆蛋白对哮喘风险的影响,确定治疗哮喘的潜在药物靶点:本研究采用基于汇总数据的孟德尔随机化(MR)和双样本 MR 方法,研究英国生物库研究中的 2940 种血浆蛋白与哮喘之间的关联。分析包括发现阶段(FinnGen队列)和复制阶段(GERA队列),使用贝叶斯共轭法验证蛋白质与哮喘之间的关系。此外,还对高证据强度蛋白质生物标记物进行了蛋白质-蛋白质相互作用和可药性评估,并对无靶向药物的蛋白质进行了候选药物预测和分子对接。鉴于哮喘发病机制的复杂性,该研究还探讨了血浆蛋白与哮喘相关终点(如肥胖相关哮喘、感染相关哮喘、儿童哮喘)之间的关系,以确定不同亚型的潜在治疗靶点:在发现队列中,75 种血浆蛋白与哮喘有关,包括 IL1RAP、IL1RL1、IL6、CXCL5 和 CXCL8。此外,6种蛋白质(IL4R、LTB、CASP8、MAX、PCDH12和SCLY)通过共定位分析和验证队列得到了验证。药物靶向性评估揭示了IL4R、CASP8和SCLY的潜在药物靶点,同时预测了LTB和MAX蛋白的候选药物。MAX 蛋白与多种小分子表现出很强的结合亲和力,这表明它们之间存在高度稳定的相互作用,具有很大的药物潜力。对具有 9 个哮喘相关终点的 75 个蛋白质进行分析后发现,DOK2、ITGAM、CA1、BTN2A1 和 GZMB 等靶点很有希望:这些研究结果阐明了哮喘、其相关终点和血浆蛋白之间的联系,促进了我们对分子发病机制和治疗策略的理解。潜在治疗靶点的发现为哮喘药物靶点研究提供了新的视角。
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来源期刊
CiteScore
8.30
自引率
3.40%
发文量
1601
期刊介绍: ACS Applied Nano Materials is an interdisciplinary journal publishing original research covering all aspects of engineering, chemistry, physics and biology relevant to applications of nanomaterials. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important applications of nanomaterials.
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