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蛋白质组学分析揭示了与膝关节骨关节炎中基于表现的关节功能及患者报告结局相关的生物标志物。

Proteomic analysis reveals biomarkers associated with performance-based joint function and patient-reported outcomes in knee osteoarthritis.

作者信息

Naili Josefine E, Ahmed Aisha S, Hedström Margareta, Simonsen Morten Bilde, Broström Eva W, Harris Helena Erlandsson, Végvári Ákos, Aulin Cecilia

机构信息

Dept. of Women's and Children's Health, Karolinska Institutet, Karolinska Vägen 37 A, QA 02:07, 171 76, Stockholm, Sweden.

Motion Analysis Lab, Karolinska University Hospital, Stockholm, Sweden.

出版信息

Osteoarthr Cartil Open. 2024 Nov 16;7(1):100543. doi: 10.1016/j.ocarto.2024.100543. eCollection 2025 Mar.

Abstract

OBJECTIVE

This study aimed to identify proteins associated with clinical manifestations of knee osteoarthritis (KOA), including performance-based joint function and patient-reported outcome measures (PROM).

METHODS

This cross-sectional exploratory study included thirteen individuals with KOA and eleven age-matched controls. All participants performed the 30s Single Leg Mini Squat test and 30s Sit-to-Stand test with simultaneous recording of joint kinematics. Individuals with KOA completed the Knee Injury and Osteoarthritis Outcome Score and Forgotten Joint Score-12. Proteins were determined by quantitative mass spectrometry (MS) in plasma. Principal component analysis (PCA), hierarchical cluster analysis (HCA), and Reactome enrichment analysis of the proteome were conducted to identify activated pathways and groups.

RESULTS

Performance-based function was worse in individuals with KOA compared to controls, and they reported higher levels of pain. MS analysis identified 82 differentially expressed proteins (DEPs) in KOA (28 upregulated, 54 downregulated of 321 detected proteins). PCA displayed distinct features between KOA and controls, similar to HCA, which distinguished two major clusters. Enrichment analysis displayed platelet activation and degranulation, neutrophil, and extracellular matrix (ECM)-related pathways. From the proteome, 23 DEPs were associated with different aspects of joint function, and 25 DEPs with PROM.

CONCLUSIONS

Individuals with KOA differed from controls across all three assessment modalities; they presented worse joint function, higher levels of pain, and an altered plasma protein profile. Multiple associations were observed between up- and downregulated DEPs and clinical manifestations. The described study protocol shows promise for performing multivariate analyses for future subgrouping of individuals with KOA.

摘要

目的

本研究旨在识别与膝关节骨关节炎(KOA)临床表现相关的蛋白质,包括基于表现的关节功能和患者报告的结局指标(PROM)。

方法

这项横断面探索性研究纳入了13名KOA患者和11名年龄匹配的对照。所有参与者进行30秒单腿迷你深蹲测试和30秒坐立测试,同时记录关节运动学。KOA患者完成膝关节损伤和骨关节炎结局评分以及遗忘关节评分-12。通过定量质谱(MS)测定血浆中的蛋白质。进行蛋白质组的主成分分析(PCA)、层次聚类分析(HCA)和Reactome富集分析,以识别激活的途径和组。

结果

与对照组相比,KOA患者基于表现的功能更差,且他们报告的疼痛水平更高。MS分析在KOA中鉴定出82种差异表达蛋白(DEP)(在检测的321种蛋白中,28种上调,54种下调)。PCA显示KOA和对照组之间有明显特征,类似于HCA,后者区分出两个主要簇。富集分析显示血小板活化和脱颗粒、中性粒细胞以及细胞外基质(ECM)相关途径。从蛋白质组中,23种DEP与关节功能的不同方面相关,25种DEP与PROM相关。

结论

在所有三种评估方式中,KOA患者与对照组不同;他们表现出更差的关节功能、更高的疼痛水平以及血浆蛋白谱改变。上调和下调的DEP与临床表现之间存在多种关联。所描述的研究方案显示了对KOA患者未来亚组进行多变量分析的前景。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed1a/11616498/da528b5648b9/gr1.jpg

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