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鉴定过敏疾病风险的血浆蛋白标志物:蛋白质组分析的孟德尔随机化方法。

Identification of plasma protein markers of allergic disease risk: a mendelian randomization approach to proteomic analysis.

机构信息

Department of Spine Surgery and Orthopaedics, Xiangya Hospital, Central South University, Xiangya Road 87, Changsha, 410000, China.

National Clinical Research Center for Geriatric Disorders, Central South University, Changsha, China.

出版信息

BMC Genomics. 2024 May 22;25(1):503. doi: 10.1186/s12864-024-10412-0.

DOI:10.1186/s12864-024-10412-0
PMID:38773393
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11110418/
Abstract

BACKGROUND

While numerous allergy-related biomarkers and targeted treatment strategies have been developed and employed, there are still signifcant limitations and challenges in the early diagnosis and targeted treatment for allegic diseases. Our study aims to identify circulating proteins causally associated with allergic disease-related traits through Mendelian randomization (MR)-based analytical framework.

METHODS

Large-scale cis-MR was employed to estimate the effects of thousands of plasma proteins on five main allergic diseases. Additional analyses including MR Steiger analyzing and Bayesian colocalisation, were performed to test the robustness of the associations; These findings were further validated utilizing meta-analytical methods in the replication analysis. Both proteome- and transcriptome-wide association studies approach was applied, and then, a protein-protein interaction was conducted to examine the interplay between the identified proteins and the targets of existing medications.

RESULTS

Eleven plasma proteins were identified with links to atopic asthma (AA), atopic dermatitis (AD), and allergic rhinitis (AR). Subsequently, these proteins were classified into four distinct target groups, with a focus on tier 1 and 2 targets due to their higher potential to become drug targets. MR analysis and extra validation revealed STAT6 and TNFRSF6B to be Tier 1 and IL1RL2 and IL6R to be Tier 2 proteins with the potential for AA treatment. Two Tier 1 proteins, CRAT and TNFRSF6B, and five Tier 2 proteins, ERBB3, IL6R, MMP12, ICAM1, and IL1RL2, were linked to AD, and three Tier 2 proteins, MANF, STAT6, and TNFSF8, to AR.

CONCLUSION

Eleven Tier 1 and 2 protein targets that are promising drug target candidates were identified for AA, AD, and AR, which influence the development of allergic diseases and expose new diagnostic and therapeutic targets.

摘要

背景

虽然已经开发并应用了许多与过敏相关的生物标志物和靶向治疗策略,但在过敏性疾病的早期诊断和靶向治疗方面仍然存在重大的局限性和挑战。我们的研究旨在通过基于孟德尔随机化(MR)的分析框架,确定与过敏疾病相关特征有因果关系的循环蛋白。

方法

采用大规模顺式-MR 估计数千种血浆蛋白对五种主要过敏性疾病的影响。进行了额外的分析,包括 MR Steiger 分析和贝叶斯共定位,以测试关联的稳健性;这些发现通过在复制分析中利用荟萃分析方法进一步验证。应用了蛋白质组和转录组全关联研究方法,然后进行蛋白质-蛋白质相互作用,以检查鉴定出的蛋白质与现有药物靶点之间的相互作用。

结果

确定了与特应性哮喘(AA)、特应性皮炎(AD)和过敏性鼻炎(AR)相关的 11 种血浆蛋白。随后,这些蛋白质被分为四个不同的靶标组,重点关注一级和二级靶标,因为它们更有可能成为药物靶标。MR 分析和额外的验证表明 STAT6 和 TNFRSF6B 为一级蛋白,IL1RL2 和 IL6R 为二级蛋白,具有 AA 治疗的潜力。两个一级蛋白 CRAT 和 TNFRSF6B,以及五个二级蛋白 ERBB3、IL6R、MMP12、ICAM1 和 IL1RL2,与 AD 相关,三个二级蛋白 MANF、STAT6 和 TNFSF8 与 AR 相关。

结论

确定了 11 个一级和二级蛋白靶标,这些靶标是 AA、AD 和 AR 的有前途的药物靶标候选物,它们影响过敏疾病的发展,并揭示了新的诊断和治疗靶标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9218/11110418/e296190c63dd/12864_2024_10412_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9218/11110418/9818bc48c3cb/12864_2024_10412_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9218/11110418/c5cc11ee447f/12864_2024_10412_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9218/11110418/49aab72ef321/12864_2024_10412_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9218/11110418/e296190c63dd/12864_2024_10412_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9218/11110418/9818bc48c3cb/12864_2024_10412_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9218/11110418/c5cc11ee447f/12864_2024_10412_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9218/11110418/49aab72ef321/12864_2024_10412_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9218/11110418/e296190c63dd/12864_2024_10412_Fig4_HTML.jpg

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