Department of Radiology, University of Alabama at Birmingham, 619 19th Street South, Birmingham, AL, 35249, USA.
Department of Data Science, University of Mississippi Medical Center, Translational Research Center, 2500 N. State St., Jackson, MS, 39216, USA.
J Digit Imaging. 2023 Dec;36(6):2382-2391. doi: 10.1007/s10278-023-00896-9. Epub 2023 Sep 5.
The purpose of this study is to evaluate the accuracy and inter-observer agreement of a quantitative pulmonary surface irregularity (PSI) score on high-resolution chest CT (HRCT) for predicting transplant-free survival in patients with IPF. For this IRB-approved HIPAA-compliant retrospective single-center study, adult patients with IPF and HRCT imaging (N = 50) and an age- and gender-matched negative control group with normal HRCT imaging (N = 50) were identified. Four independent readers measured the PSI score in the midlungs on HRCT images using dedicated software while blinded to clinical data. A t-test was used to compare the PSI scores between negative control and IPF cohorts. In the IPF cohort, multivariate cox regression analysis was used to associate PSI score and clinical parameters with transplant-free survival. Inter-observer agreement for the PSI score was assessed by intraclass correlation coefficient (ICC). The technical failure rate of the midlung PSI score was 0% (0/100). The mean PSI score of 5.38 in the IPF cohort was significantly higher than 3.14 in the negative control cohort (p < .001). In the IPF cohort, patients with a high PSI score (≥ median) were 8 times more likely to die than patients with a low PSI score (HR: 8.36; 95%CI: 2.91-24.03; p < .001). In a multivariate model including age, gender, FVC, DLCO, and PSI score, only the PSI score was associated with transplant-free survival (HR:2.11 per unit increase; 95%CI: 0.26-3.51; p = .004). Inter-observer agreement for the PSI score among 4 readers was good (ICC: 0.88; 95%CI: 0.84-0.91). The PSI score had high accuracy and good inter-observer agreement on HRCT for predicting transplant-free survival in patients with IPF.
这项研究的目的是评估高分辨率胸部 CT(HRCT)上定量肺表面不规则性(PSI)评分预测特发性肺纤维化(IPF)患者无移植生存的准确性和观察者间一致性。这项经机构审查委员会批准、符合 HIPAA 规定的回顾性单中心研究纳入了 HRCT 成像有 IPF(N=50)和 HRCT 成像正常的年龄和性别匹配的阴性对照组(N=50)的成年患者。四位独立的读者在 HRCT 图像上使用专用软件测量中部肺 PSI 评分,同时对临床数据进行盲法。采用 t 检验比较阴性对照组和 IPF 队列的 PSI 评分。在 IPF 队列中,采用多变量 Cox 回归分析将 PSI 评分与临床参数与无移植生存相关联。采用组内相关系数(ICC)评估 PSI 评分的观察者间一致性。中部肺 PSI 评分的技术失败率为 0%(0/100)。IPF 队列的平均 PSI 评分为 5.38,明显高于阴性对照组的 3.14(p<0.001)。在 IPF 队列中,PSI 评分较高(≥中位数)的患者死亡的可能性是 PSI 评分较低的患者的 8 倍(HR:8.36;95%CI:2.91-24.03;p<0.001)。在包括年龄、性别、FVC、DLCO 和 PSI 评分的多变量模型中,只有 PSI 评分与无移植生存相关(HR:每单位增加 2.11;95%CI:0.26-3.51;p=0.004)。4 位读者之间的 PSI 评分观察者间一致性良好(ICC:0.88;95%CI:0.84-0.91)。PSI 评分在 HRCT 上对预测 IPF 患者无移植生存具有较高的准确性和良好的观察者间一致性。