Robarts Clinical Trials, Inc, London, Ontario, Canada; Department of Gastroenterology, University of Ghent, Ghent, Belgium.
Robarts Clinical Trials, Inc, London, Ontario, Canada; Department of Medicine, Division of Gastroenterology, University of Western Ontario, London, Ontario, Canada; Department of Epidemiology and Biostatistics, University of Western Ontario, London, Ontario, Canada.
Gastroenterology. 2019 Nov;157(5):1233-1244.e5. doi: 10.1053/j.gastro.2019.07.027. Epub 2019 Jul 20.
BACKGROUND & AIMS: There is no validated magnetic resonance imaging (MRI) index for assessment of perianal fistulas in patients with Crohn's disease (CD). We developed and internally validated a new instrument.
We used paired baseline and week-24 MRI scans from 160 participants in a randomized placebo-controlled trial of stem cell therapy for patients with perianal fistulizing CD. Four radiologists scored disease activity using index items identified during previous studies and exploratory items. Reliability was assessed using intraclass correlation coefficients. We developed an index using backward elimination linear regression analysis, in which potential independent variables were items having intraclass correlation coefficients of at least 0.4 and the dependent variable was perianal fistulizing disease activity, measured on a 100-mm visual analogue scale. The final model was internally validated using the .632 bootstrap method to correct model optimism and quantify calibration accuracy. We evaluated responsiveness of the index by assessing longitudinal validity and estimating standardized effect sizes.
We developed the magnetic resonance novel index for fistula imaging in CD (MAGNIFI-CD) using 6 items. The optimism-corrected R of the model was 0.71, which was comparable to R for the original sample (0.74). The calibration slope for the model was 0.98. Compared with the original and modified versions of the Van Assche Index, the MAGNIFI-CD had improved operating characteristics. Estimates of intraclass correlation coefficients for MAGNIFI-CD, the modified Van Assche Index, and Van Assche Index were 0.85 (95% confidence interval [CI], 0.77-0.90), 0.81 (95% CI, 0.74-0.86), and 0.81 (95% CI, 0.71-0.86) for intra-rater reliability, and 0.74 (95% CI, 0.63-0.80), 0.67 (95% CI, 0.55-0.75) and 0.68 (95% CI, 0.56-0.77) for inter-rater reliability. Corresponding standardized effect size estimates were 1.02 (95% CI, 0.65-1.39), 0.84 (95% CI, 0.48-1.21), and 0.68 (95% CI, 0.33-1.03).
We developed an index called the MAGNIFI-CD, which is based on 6 items. It assesses MRI data and determines perianal fistulizing CD activity with improved operating characteristics compared to previous indices. This index may be used as an outcome measure in clinical trials comparing treatment effects in patients with perianal fistulizing CD. Although the performance of the MAGNIFI-CD indicates its stability and reasonable external validity, external validation is needed.
目前尚无评估克罗恩病(CD)患者肛周瘘的经磁共振成像(MRI)验证指数。我们开发并内部验证了一种新的仪器。
我们使用干细胞治疗肛周瘘 CD 患者的随机安慰剂对照试验中的 160 名参与者的基线和第 24 周配对 MRI 扫描。4 名放射科医生使用之前研究中确定的指数项目和探索性项目评估疾病活动度。使用组内相关系数评估可靠性。我们使用向后消除线性回归分析开发了一个指数,其中潜在的独立变量是组内相关系数至少为 0.4 的项目,因变量是通过 100 毫米视觉模拟量表测量的肛周瘘 CD 活动度。使用.632 自举法对最终模型进行内部验证,以纠正模型乐观性并量化校准准确性。我们通过评估纵向有效性和估计标准化效应大小来评估该指数的反应性。
我们使用 6 项开发了一种新的用于 CD 肛周瘘成像的磁共振指数(MAGNIFI-CD)。该模型的校正 R 为 0.71,与原始样本的 R 值(0.74)相当。该模型的校准斜率为 0.98。与原始和改良的 Van Assche 指数相比,MAGNIFI-CD 具有更好的操作特性。MAGNIFI-CD、改良的 Van Assche 指数和 Van Assche 指数的组内相关系数估计值分别为 0.85(95%置信区间 [CI],0.77-0.90)、0.81(95% CI,0.74-0.86)和 0.81(95% CI,0.71-0.86),内部可靠性为 0.74(95% CI,0.63-0.80)、0.67(95% CI,0.55-0.75)和 0.68(95% CI,0.56-0.77)。相应的标准化效应量估计值分别为 1.02(95% CI,0.65-1.39)、0.84(95% CI,0.48-1.21)和 0.68(95% CI,0.33-1.03)。
我们开发了一种称为 MAGNIFI-CD 的指数,它基于 6 项指标。它使用 MRI 数据评估并确定肛周瘘 CD 活动度,与以前的指数相比具有更好的操作特性。该指数可用于比较肛周瘘 CD 患者治疗效果的临床试验中的疗效评估。尽管 MAGNIFI-CD 的性能表明其稳定性和合理的外部有效性,但仍需要进行外部验证。