Magnetic Resonance Imaging Biomarkers of Knee Osteoarthritis Progression.

IF 2.8 Q2 RHEUMATOLOGY
Jamie E Collins, Peter Mesenbrink, Rui Jin, Erik B Dam, Leticia A Deveza, Felix Eckstein, Ali Guermazi, Christoph Ladel, Thomas A Perry, Douglas Robinson, Frank W Roemer, Christopher J Swearingen, Wolfgang Wirth, Virginia B Kraus, David J Hunter
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Abstract

Objective: The Foundation for the National Institutes of Health (FNIH) OA Biomarkers Consortium aims to identify, develop, and qualify biomarkers to support drug development in knee osteoarthritis (OA). The project's second phase, the PROGRESS OA study, aims to externally validate prognostic and response biomarkers identified in the earlier phase (phase 1). Here we present results assessing external validation of prognostic imaging biomarkers.

Design: PROGRESS OA included data from the control arms of several completed randomized controlled trials (RCTs) for symptomatic knee OA. Radiographic progression was defined as joint space width loss (JSWL) ≥0.7 mm. Symptomatic progression was defined as increase of nine or more points in Western Ontario and McMaster Universities Arthritis Index pain (0-100 scale). Imaging biomarkers included quantitative measures of cartilage thickness and semiquantitative (SQ) assessments. Associations between baseline biomarkers and outcomes over 12 to 36 months were examined using logistic regression.

Results: A total of 320 participants from four RCTs were included. Forty-one participants (13%) had JSWL ≥0.7 mm and 64 (20%) had worsening symptoms. In univariable logistic regression, measures of quantitative and SQ cartilage, SQ Hoffa-synovitis, effusion-synovitis, and meniscal extrusion were consistently selected to predict JSWL ≥0.7 mm, similar to phase 1. SQ Hoffa-synovitis and lateral meniscal damage were consistently selected to predict symptomatic progression. Cross-validated areas under the curve were 0.69 (95% confidence interval [CI]: 0.53-0.85) for JSWL ≥0.7 mm and 0.77 (95% CI: 0.65-0.87) for symptomatic progression.

Conclusion: The selected prognostic imaging biomarkers are candidates for enriching OA trials for structural and/or symptomatic progressors. Ongoing work includes pursuit of formal biomarker qualification by regulatory agencies, and the use of these biomarkers to capture structural progression with high sensitivity to change.

膝关节骨关节炎进展的磁共振成像生物标志物。
目的:美国国立卫生研究院(FNIH) OA生物标志物联盟基金会旨在识别、开发和鉴定生物标志物,以支持膝关节骨关节炎(OA)的药物开发。该项目的第二阶段,即PROGRESS OA研究,旨在外部验证早期阶段(第一阶段)确定的预后和反应生物标志物。在这里,我们提出了评估预后成像生物标志物外部验证的结果。设计:进展OA纳入了来自几个已完成的随机对照试验(rct)的对照组的数据,这些试验是针对症状性膝关节OA的。影像学进展定义为关节间隙宽度损失(JSWL)≥0.7 mm。症状进展定义为西安大略省和麦克马斯特大学关节炎指数疼痛(0-100分)增加9分或更多。成像生物标志物包括软骨厚度的定量测量和半定量(SQ)评估。使用逻辑回归检查基线生物标志物与12至36个月预后之间的关联。结果:共纳入4项随机对照试验的320名受试者。41例(13%)JSWL≥0.7 mm, 64例(20%)症状加重。在单变量logistic回归中,定量和SQ软骨、SQ hoffa -滑膜炎、积液-滑膜炎和半月板挤压的测量一致被选择来预测JSWL≥0.7 mm,与1期相似。SQ - hoffa -滑膜炎和外侧半月板损伤被一致选择来预测症状进展。交叉验证的曲线下面积为:JSWL≥0.7 mm为0.69(95%可信区间[CI]: 0.53-0.85),症状进展为0.77 (95% CI: 0.65-0.87)。结论:所选择的预后成像生物标志物是丰富OA结构和/或症状进展试验的候选物。正在进行的工作包括监管机构对正式生物标志物资格的追求,以及使用这些生物标志物来捕捉对变化具有高敏感性的结构进展。
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
CiteScore
5.80
自引率
0.00%
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审稿时长
10 weeks
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