Chest MRI with CT in the assessment of interstitial lung disease progression in patients with systemic sclerosis

医学 尤登J统计 接收机工作特性 间质性肺病 核医学 磁共振成像 金标准(测试) 秩相关 扩散能力 曲线下面积 肺功能测试 放射科 内科学 肺功能 机器学习 计算机科学
作者
Bruno Hochhegger,Lílian Scussel Lonzetti,Adalberto Sperb Rubin,Juliane Mattos,Nupur Verma,Tan-Lucien H. Mohammed,Pratikkumar Patel,Edson Marchiori
出处
期刊:Rheumatology [Oxford University Press]
卷期号:61 (11): 4420-4426 被引量:2
标识
DOI:10.1093/rheumatology/keac148
摘要

To describe the performance of CT and MRI in the assessment of the progression of interstitial lung disease (ILD) associated with SSc and demonstrate the correlations of MRI with pulmonary function test (PFT) and CT scores.This prospective single-centre observational study included patients with SSc diagnoses, and magnetic resonance (MR) images were assessed visually using the Scleroderma Lung Study (SLS) I system. Differences in the median scores were assessed with Student's t-test and the Wilcoxon rank-sum test. Pearson's and Spearman's rank correlation coefficients were calculated to correlate imaging scores and PFT results. Using disease progression as the gold standard, we calculated the area under the curve (AUC) of the CT and MRI scores with Harrel's c-index. The best thresholds for the prediction of disease progression were determined by receiver operating characteristic curve analysis with maximum Youden's Index (P < 0.05). The sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) of the scores were calculated.The AUCs for MRI and CT scores were 0.86 (0.72-0.98; P = 0.04) and 0.83 (0.70-0.99; P = 0.05), respectively. CT and MRI scores correlated with Forced vital capacity (%FVC) (MRI: r = -0.54, P = 0.0045; CT: r = -0.44; P = 0.137) and diffusing capacity of the lung for carbon monoxide (MRI: r = -0.39, P = 0.007; CT r = -0.36, P = 0.006). The sensitivity, specificity, PPV and NPV were 85%, 87.5%, 88.34% and 86.11% (MRI score) and 84.21%, 82.35%, 84.14% and 82.4% (CT score), respectively.MRI scores from patients with SSc may be an alternative modality for the assessment of ILD progression in patients with SSc.

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