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基于纹理的自动化定量系统对纤维化间质性肺炎 HRCT 序列上区域性疾病模式变化的定量评估。

Quantitative assessment of change in regional disease patterns on serial HRCT of fibrotic interstitial pneumonia with texture-based automated quantification system.

机构信息

Department of Radiology and Research Institute of Radiology, Asan Medical Center, College of Medicine, University of Ulsan, 86 Asanbyeongwon-Gil, Songpa-Gu, Seoul 138-736, South Korea.

出版信息

Eur Radiol. 2013 Mar;23(3):692-701. doi: 10.1007/s00330-012-2634-8. Epub 2012 Aug 24.

Abstract

OBJECTIVES

To evaluate the usefulness of a texture-based automated quantification system (AQS) for evaluating the extent and interval change of regional disease patterns on initial and follow-up high-resolution computed tomographies (HRCTs) of fibrotic interstitial pneumonia (FIP).

METHODS

Eighty-nine patients with clinically and/or biopsy confirmed usual interstitial pneumonia (UIP) (n = 71) and non-specific interstitial pneumonia (NSIP) (n = 18) were included. An AQS to quantify five disease patterns (ground-glass opacity [GGO], reticular opacity [RO], honeycombing [HC], emphysema [EMPH], consolidation [CONS]) and normal lung was developed. The extent and interval changes of each disease pattern, FS (fibrosis score), TA (total abnormal lung fraction) of entire lung on initial and 1-year follow-up HRCTs were quantified. The agreement between the results of AQS and two readers was assessed. Results of AQS were correlated with forced vital capacity (FVC) and carbon monoxide diffusing capacity (DLco).

RESULTS

The Intraclass correlation coefficient (ICC) study revealed acceptable agreement between visual assessment and AQS (r = 0.78, 0.66 for HC; 0.76, 0.61 for FS; 0.64, 0.68 for TA, initial and follow-up HRCTs, respectively). Linear regression analysis revealed the extent of HC, TA on initial CT, interval changes of FS contributed negatively to DLco, and interval changes of FS, TA contributed negatively to FVC.

CONCLUSIONS

Our AQS is comparable with visual assessment for evaluating the disease extent and the interval changes of FIP on HRCT.

摘要

目的

评估基于纹理的自动量化系统(AQS)在评估纤维化间质性肺炎(FIP)初始和随访高分辨率计算机断层扫描(HRCT)上区域性疾病模式的程度和间隔变化中的有用性。

方法

共纳入 89 例经临床和/或活检证实的寻常型间质性肺炎(UIP)(n=71)和非特异性间质性肺炎(NSIP)(n=18)患者。开发了一种 AQS 来量化五种疾病模式(磨玻璃影[GGO]、网状影[RO]、蜂窝影[HC]、肺气肿[EMPH]、实变影[CONS])和正常肺。对初始和 1 年随访 HRCT 上每个疾病模式、整个肺部的纤维化评分(FS)和总异常肺分数(TA)的程度和间隔变化进行量化。评估 AQS 结果与两位读者之间的一致性。AQS 结果与用力肺活量(FVC)和一氧化碳弥散量(DLco)相关。

结果

组内相关系数(ICC)研究显示,视觉评估与 AQS 之间具有可接受的一致性(HC:r=0.78,0.66;FS:r=0.76,0.61;TA:r=0.64,0.68,初始和随访 HRCT)。线性回归分析显示,HC、TA 的初始 CT 程度、FS 的间隔变化与 DLco 呈负相关,FS、TA 的间隔变化与 FVC 呈负相关。

结论

我们的 AQS 可与视觉评估相媲美,用于评估 HRCT 上 FIP 的疾病程度和间隔变化。

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