Proteomic ratio reveals subtype-specific genetic mechanisms and therapeutic targets in osteoarthritis.

IF 4.3 3区 医学 Q2 BIOCHEMICAL RESEARCH METHODS
Yuehua Wang, Xiaozheng Yang, Qian Zhang, Hui Che, Longteng Liao
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引用次数: 0

Abstract

Background: Osteoarthritis (OA) is a prevalent musculoskeletal disorder causing chronic pain and disability, particularly in older adults. It is a multifactorial disease characterized by joint degeneration, with varying pathophysiological mechanisms across different OA subtypes (knee, hip, spine, hand, etc.). This study aimed to explore the genetic mechanisms underlying various OA subtypes using a novel approach combining protein level ratios (rQTLs) with Mendelian Randomization (MR) analysis.

Method: We utilized publicly available Genome-Wide Association Study (GWAS) datasets on rQTLs as exposure variables and OA at various anatomical sites as outcome variables. The study involved conventional multi-related-SNP MR analyses, top-related-SNP MR analyses, advanced Bayesian MR analyses, sensitivity analyses and experiments to validate findings.

Results: Key findings include significant associations between specific rQTLs and hip OA, such as DNMBP/FKBP5 and MME-related ratios, indicating their potential role in disease pathogenesis. For knee OA, rQTLs like INPP1/MPI were associated with increased risk, while FABP5/PPCDC and LYN/TACC3 were associated with reduced risk. In contrast, most rQTLs showed minimal influence on spine OA, hand OA, finger OA, and thumb OA. Advanced Bayesian MR analyses, sensitivity analyses and experiments confirmed a significant causal effect of the DNMBP/FKBP5 ratio on hip OA risk.

Conclusions: This study provides new insights into the genetic and molecular mechanisms of OA subtypes, highlighting potential therapeutic targets. The integration of protein ratio GWAS with network MR offers a comprehensive approach to understanding the complex pathogenesis of OA and emphasizes the need for subtype-specific therapeutic strategies.

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蛋白质组学比值揭示骨关节炎亚型特异性遗传机制和治疗靶点。
背景:骨关节炎(OA)是一种常见的肌肉骨骼疾病,引起慢性疼痛和残疾,特别是在老年人中。它是一种以关节退行性变为特征的多因素疾病,在不同OA亚型(膝关节、髋关节、脊柱、手部等)中具有不同的病理生理机制。本研究旨在通过结合蛋白水平比(rqtl)和孟德尔随机化(MR)分析的新方法,探索各种OA亚型的遗传机制。方法:我们利用公开可用的rqtl全基因组关联研究(GWAS)数据集作为暴露变量,不同解剖部位的OA作为结果变量。该研究包括常规的多相关snp MR分析、顶相关snp MR分析、高级贝叶斯MR分析、敏感性分析和实验来验证研究结果。结果:关键发现包括特定rqtl与髋关节OA之间的显著关联,如DNMBP/FKBP5和mme相关比率,表明它们在疾病发病机制中的潜在作用。对于膝关节OA, INPP1/MPI等rqtl与风险增加相关,而FABP5/PPCDC和LYN/TACC3与风险降低相关。相比之下,大多数rqtl对脊柱OA、手部OA、手指OA和拇指OA的影响最小。高级贝叶斯MR分析、敏感性分析和实验证实DNMBP/FKBP5比值与髋部OA风险有显著的因果关系。结论:本研究为OA亚型的遗传和分子机制提供了新的见解,突出了潜在的治疗靶点。蛋白质比例GWAS与网络MR的结合为理解OA的复杂发病机制提供了一种全面的方法,并强调了针对亚型特异性治疗策略的必要性。
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来源期刊
Clinical proteomics
Clinical proteomics BIOCHEMICAL RESEARCH METHODS-
CiteScore
5.80
自引率
2.60%
发文量
37
审稿时长
17 weeks
期刊介绍: Clinical Proteomics encompasses all aspects of translational proteomics. Special emphasis will be placed on the application of proteomic technology to all aspects of clinical research and molecular medicine. The journal is committed to rapid scientific review and timely publication of submitted manuscripts.
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