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Intraarticular and systemic inflammatory profiles may identify patients with osteoarthritis

机译:关节内和全身炎性特征可鉴别出骨关节炎患者

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Objective. To determine whether cytokine/chemokine profiles from synovial fluid and sera discriminate mild/moderate osteoarthritis (OA) from normal and severe OA cohorts. Methods. Multiplex technology was used to quantify expression levels for 42 cytokines in the synovial fluid of patients diagnosed with severe OA (n = 20) and mild/moderate OA (n = 12), as well as normal controls (n = 34). The same 42 cytokines were examined in serum samples of patients with severe OA (n = 26) and mild/moderate OA (n = 74) and normal individuals (n = 100). Treatment group comparisons followed by principal component analysis (PCA) and K-means clustering of the significantly different cytokines/chemokines revealed groupings of patients by physician diagnosis. Results. Differences in cytokine/chemokine levels were found between control, mild/moderate OA, and severe OA synovial fluid samples, as well as between normal and mild/moderate OA serum samples, and between control and severe OA serum samples. No differences were observed between mild/moderate and severe OA serum samples. Visual groupings based on PCA were validated by K-means analysis, with the best results obtained from the comparison of normal and mild/moderate OA serum samples with 96% of normal and 93% of mild/moderate OA samples accurately identified. Conclusion. Our study suggests that comparing the expression levels of cytokines/chemokines in synovial fluid and/or serum of patients with OA may have promise as a diagnostic platform to identify patients early in their disease course. This high-throughput low-cost assay may be able to provide clinicians with a diagnostic test to complement existing clinical and imaging modalities currently used to diagnose OA.
机译:目的。要确定滑液和血清中的细胞因子/趋化因子谱是否能将轻/中度骨关节炎(OA)与正常和重度OA人群区分开来。方法。多重技术用于量化诊断为严重OA(n = 20)和轻度/中度OA(n = 12)以及正常对照(n = 34)的患者滑液中42种细胞因子的表达水平。在重度OA(n = 26)和轻度/中度OA(n = 74)和正常个体(n = 100)的患者的血清样本中检查了相同的42种细胞因子。通过对治疗组进行比较,然后进行主成分分析(PCA)和显着不同的细胞因子/趋化因子的K-均值聚类,通过医师诊断揭示了患者的分组。结果。在对照,轻度/中度OA和重度OA滑液样本之间,正常和轻度/中度OA血清样本之间以及对照和重度OA血清样本之间发现了细胞因子/趋化因子水平的差异。在轻度/中度和重度OA血清样本之间未观察到差异。通过K-means分析验证了基于PCA的视觉分组,通过比较正常和轻度/中度OA血清样品获得了最佳结果,准确鉴定出96%的正常和中度/中度OA样品。结论。我们的研究表明,比较OA患者滑液和/或血清中细胞因子/趋化因子的表达水平可能有希望作为诊断平台,以在疾病过程的早期识别患者。这种高通量的低成本测定法可能能够为临床医生提供诊断测试,以补充当前用于诊断OA的现有临床和成像方式。

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