The Causal Effects Between Circulating Inflammatory Proteins and Osteoarthritis: A Mendelian Randomization and Transcriptomic Analysis.

IF 2.5 3区 医学 Q2 CLINICAL NEUROLOGY
Journal of Pain Research Pub Date : 2025-07-04 eCollection Date: 2025-01-01 DOI:10.2147/JPR.S523677
Shaoru Lin, Changwu Wu, Yimin Pan
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引用次数: 0

Abstract

Background: Observational studies have demonstrated the correlation between various inflammatory proteins and osteoarthritis (OA). However, the causal relationship and directionality between them are still unclear. This study aims to analyze the potential causal relationship between circulating inflammatory proteins and OA using Mendelian randomization (MR) analysis.

Methods: This study used bidirectional two-sample MR analysis, employing the inverse variance-weighted as the primary MR method. The GWAS summary data for OA were derived from The Musculoskeletal Knowledge Portal, while the GWAS summary data for 91 circulating inflammatory proteins were obtained from a recently published study. Furthermore, this study used two transcriptomic cohorts from the GEO database to explore differentially expressed inflammation-related genes (IRGs) in OA and identify key inflammatory markers.

Results: This study provides suggestive evidence. The forward two-sample MR analysis found that the levels of urokinase-type plasminogen activator, adenosine deaminase, C-C motif chemokine 19, interleukin-10 receptor subunit alpha and latency-associated peptide transforming growth factor beta 1 have causal effects on lower risk of OA, and the levels of fractalkine, C-X-C motif chemokine 1, hepatocyte growth factor and interleukin-8 have causal effects on higher risk of OA. Reverse two-sample MR analysis showed that hip OA has causal effects on the increased levels of caspase 8, protein S100A12, interleukin-10 receptor subunit alpha, interleukin-7 and monocyte chemoattractant protein 2 and a causal effect on the decreased level of fms-related tyrosine kinase 3 ligand. Knee OA has a causal effect on the increased level of monocyte chemoattractant protein-3 and decreased level of interleukin-1-alpha respectively. Furthermore, we identified six key OA-related IRGs through comprehensive transcriptomic analysis, which could serve as potential diagnostic biomarkers for OA.

Conclusion: This study supports the causal relationship between OA and specific circulating inflammatory proteins and develops potential OA-related inflammatory biomarkers.

循环炎症蛋白与骨关节炎之间的因果关系:孟德尔随机化和转录组学分析。
背景:观察性研究已经证明了各种炎症蛋白与骨关节炎(OA)之间的相关性。但二者之间的因果关系和方向性尚不清楚。本研究旨在利用孟德尔随机化(MR)分析分析循环炎症蛋白与OA之间的潜在因果关系。方法:本研究采用双向双样本核磁共振分析,以反方差加权为主要核磁共振方法。OA的GWAS汇总数据来自The Musculoskeletal Knowledge Portal,而91种循环炎症蛋白的GWAS汇总数据来自最近发表的一项研究。此外,本研究使用GEO数据库中的两个转录组学队列来探索OA中差异表达的炎症相关基因(IRGs),并确定关键炎症标志物。结果:本研究提供了启发性证据。前瞻性两样本MR分析发现,尿激酶型纤溶酶原激活剂、腺苷脱氨酶、C-C基序趋化因子19、白介素-10受体亚单位α和潜伏期相关肽转化生长因子β 1水平对OA风险降低有因果关系,fractalkine、C-X-C基序趋化因子1、肝细胞生长因子和白介素-8水平对OA风险升高有因果关系。反向双样本MR分析表明,髋部OA对caspase 8、蛋白S100A12、白介素-10受体亚单位α、白介素-7和单核细胞化学吸引蛋白2水平升高有因果关系,对fms相关酪氨酸激酶3配体水平降低有因果关系。膝关节OA分别导致单核细胞趋化蛋白-3水平升高和白细胞介素-1- α水平降低。此外,通过综合转录组学分析,我们确定了6个与OA相关的关键IRGs,它们可能作为OA的潜在诊断生物标志物。结论:本研究支持OA与特异性循环炎症蛋白之间的因果关系,并开发了OA相关的潜在炎症生物标志物。
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
Journal of Pain Research
Journal of Pain Research CLINICAL NEUROLOGY-
CiteScore
4.50
自引率
3.70%
发文量
411
审稿时长
16 weeks
期刊介绍: Journal of Pain Research is an international, peer-reviewed, open access journal that welcomes laboratory and clinical findings in the fields of pain research and the prevention and management of pain. Original research, reviews, symposium reports, hypothesis formation and commentaries are all considered for publication. Additionally, the journal now welcomes the submission of pain-policy-related editorials and commentaries, particularly in regard to ethical, regulatory, forensic, and other legal issues in pain medicine, and to the education of pain practitioners and researchers.
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