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体素内不相干运动成像的容积分析用于评估孤立性肺病变

Volumetric analysis of intravoxel incoherent motion imaging for assessment of solitary pulmonary lesions.

作者信息

Yuan Mei, Zhong Yan, Zhang Yu-Dong, Yu Tong-Fu, Li Hai, Wu Jiang-Fen

机构信息

1 Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China.

2 Department of Pathology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China.

出版信息

Acta Radiol. 2017 Dec;58(12):1448-1456. doi: 10.1177/0284185117698863. Epub 2017 Mar 7.

Abstract

Background Differentiating between malignant and benign solitary pulmonary lesions (SPLs) is challenging. Purpose To determine diagnostic performance of intravoxel incoherent motion-based diffusion-weighted imaging (DW-IVIM) in distinguishing malignant from benign SPLs, using histogram analysis derived whole-tumor and single-section region of interest (ROI). Material and Methods This retrospective study received institutional review board approval. A total of 129 patients with diagnosed SPLs underwent DW-IVIM and apparent diffusion coefficient (ADC). ADC, slow diffusion coefficient (D), fast diffusion coefficient (D*), and perfusion fraction (f) were calculated separately by outlining whole-tumor and single-section ROI. Inter-observer reliability was assessed by inter-class correlation coefficient (ICC). ADC and DW-IVIM parameters were analyzed using independent-sample T-test. Receiver operating characteristic (ROC) analysis was constructed to determine diagnostic performance. Multiple logistic regression was performed to identify independent factors associated with malignant SPLs. Results There were 48 benign SPLs found in 35 patients and 94 patients with lung cancer (LC). ICC for whole-tumor ROI (range, 0.89-0.95) was higher than that for single-section ROI (range, 0.61-0.71). Mean ADC and D were significantly lower in the malignant group. ADC and D 10th showed significantly higher AUC values than did mean ADC and D. D showed significantly higher diagnostic accuracy in mean, 10th, and 25th percentiles than ADC values (all Ps < 0.05). D 10th was found to be an independent factor in discriminating LCs with an odds ratio of -1.217. Conclusion Volumetric analysis had higher reproducibility and diagnostic accuracy than did single-section. Further, compared to ADC, D value differentiated benign SPLs from LCs more accurately.

摘要

背景

鉴别恶性和良性孤立性肺结节(SPL)具有挑战性。目的:利用基于体素内不相干运动的扩散加权成像(DW-IVIM)的直方图分析得出的全肿瘤和单层面感兴趣区(ROI),确定其在区分恶性与良性SPL中的诊断性能。材料与方法:本回顾性研究获得机构审查委员会批准。129例确诊为SPL的患者接受了DW-IVIM和表观扩散系数(ADC)检查。通过勾勒全肿瘤和单层面ROI分别计算ADC、慢扩散系数(D)、快扩散系数(D*)和灌注分数(f)。通过组内相关系数(ICC)评估观察者间的可靠性。使用独立样本t检验分析ADC和DW-IVIM参数。构建受试者操作特征(ROC)分析以确定诊断性能。进行多因素逻辑回归以识别与恶性SPL相关的独立因素。结果:35例患者中发现48个良性SPL,94例肺癌(LC)患者。全肿瘤ROI的ICC(范围0.89 - 0.95)高于单层面ROI(范围0.61 - 0.71)。恶性组的平均ADC和D显著更低。ADC和D第10百分位数的AUC值显著高于平均ADC和D。D在平均值、第10和第25百分位数的诊断准确性显著高于ADC值(所有P < 0.05)。发现D第10百分位数是鉴别LC的独立因素,比值比为 - 1.217。结论:体积分析比单层面具有更高的可重复性和诊断准确性。此外,与ADC相比,D值能更准确地区分良性SPL和LC。

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