Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Osteoarthritis Cartilage. 2018 Jul;26(7):920-923. doi: 10.1016/j.joca.2018.04.005. Epub 2018 Apr 25.
3D Magnetic resonance imaging (MRI) scans are generally used for quantitative cartilage measurements in knee osteoarthritis. However, a great deal of MRI data is from 2D scans, often thought to be unsuitable for quantitative cartilage assessment. The goal of our study was to demonstrate that mLACS, a modified version of the Local Area Cartilage Segmentation (LACS) method, could be used to measure cartilage volume on 2D MRI images.
We studied 301 randomly selected subjects from the OA Biomarkers Consortium FNIH Study, a nested case-control study within the Osteoarthritis Initiative (OAI). The study comprised four subgroups based on radiographic and pain progression. We compared mLACS applied to 2D TSE scans to LACS on 3D DESS data. The Pearson's correlation coefficient was used to establish agreement between LACS and mLACS, standardized response means (SRMs) for responsiveness, and intra-class correlation coefficients (ICCs) to measure reader precision. Logistic regression in a case/control analysis was used to compare the clinical validity between the two methods.
We found R = 0.76 for the correlation between LACS and mLACs. For LACS, the responsiveness was SRM = 0.49 compared to 0.39 for mLACS. The odds ratios (OR) for the primary case/control analyses were 1.62 for LACS and 1.78 for mLACS. The intra and inter reader reproducibility values for mLACS were ICC = 0.90 and 0.86, respectively.
This study has demonstrated that a reproducible, responsive, and clinically valid quantitative measurement of cartilage volume can be made using 2D TSE scans with a modest loss of responsiveness compared to 3D scans.
3D 磁共振成像(MRI)扫描通常用于膝关节骨关节炎的定量软骨测量。然而,大量的 MRI 数据来自 2D 扫描,通常认为不适合定量软骨评估。我们研究的目的是证明 mLACS(局部区域软骨分割(LACS)方法的一种改良版本)可用于测量 2D MRI 图像上的软骨体积。
我们研究了来自 OA 生物标志物联盟 FNIH 研究的 301 名随机选择的受试者,这是 Osteoarthritis Initiative(OAI)内的一个巢式病例对照研究。该研究基于放射学和疼痛进展分为四个亚组。我们比较了 2D TSE 扫描上的 mLACS 与 3D DESS 数据上的 LACS。Pearson 相关系数用于确定 LACS 和 mLACS 之间的一致性、响应性的标准化反应均值(SRM)以及测量读者精度的组内相关系数(ICC)。病例/对照分析中的逻辑回归用于比较两种方法的临床有效性。
我们发现 LACS 和 mLACs 之间的相关性 R=0.76。对于 LACS,响应性为 SRM=0.49,而 mLACS 为 0.39。主要病例/对照分析的优势比(OR)分别为 LACS 的 1.62 和 mLACS 的 1.78。mLACS 的内部和外部读者可重复性值分别为 ICC=0.90 和 0.86。
这项研究表明,使用 2D TSE 扫描可以进行重复性好、响应性强且具有临床有效性的软骨体积定量测量,与 3D 扫描相比,响应性略有降低。