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多参数磁共振成像上前列腺主要病变的容积和体素分析

Volumetric and Voxel-Wise Analysis of Dominant Intraprostatic Lesions on Multiparametric MRI.

作者信息

Lee Joon, Carver Eric, Feldman Aharon, Pantelic Milan V, Elshaikh Mohamed, Wen Ning

机构信息

Department of Radiation Oncology, Henry Ford Health System, Detroit, MI, United States.

Department of Radiology, Henry Ford Health System, Detroit, MI, United States.

出版信息

Front Oncol. 2019 Jul 5;9:616. doi: 10.3389/fonc.2019.00616. eCollection 2019.

Abstract

Multiparametric MR imaging (mpMRI) has shown promising results in the diagnosis and localization of prostate cancer. Furthermore, mpMRI may play an important role in identifying the dominant intraprostatic lesion (DIL) for radiotherapy boost. We sought to investigate the level of correlation between dominant tumor foci contoured on various mpMRI sequences. mpMRI data from 90 patients with MR-guided biopsy-proven prostate cancer were obtained from the SPIE-AAPM-NCI Prostate MR Classification Challenge. Each case consisted of T2-weighted (T2W), apparent diffusion coefficient (ADC), and K images computed from dynamic contrast-enhanced sequences. All image sets were rigidly co-registered, and the dominant tumor foci were identified and contoured for each MRI sequence. Hausdorff distance (HD), mean distance to agreement (MDA), and Dice and Jaccard coefficients were calculated between the contours for each pair of MRI sequences (i.e., T2 vs. ADC, T2 vs. K, and ADC vs. K). The voxel wise spearman correlation was also obtained between these image pairs. The DILs were located in the anterior fibromuscular stroma, central zone, peripheral zone, and transition zone in 35.2, 5.6, 32.4, and 25.4% of patients, respectively. Gleason grade groups 1-5 represented 29.6, 40.8, 15.5, and 14.1% of the study population, respectively (with group grades 4 and 5 analyzed together). The mean contour volumes for the T2W images, and the ADC and K maps were 2.14 ± 2.1, 2.22 ± 2.2, and 1.84 ± 1.5 mL, respectively. K values were indistinguishable between cancerous regions and the rest of prostatic regions for 19 patients. The Dice coefficient and Jaccard index were 0.74 ± 0.13, 0.60 ± 0.15 for T2W-ADC and 0.61 ± 0.16, 0.46 ± 0.16 for T2W-K. The voxel-based Spearman correlations were 0.20 ± 0.20 for T2W-ADC and 0.13 ± 0.25 for T2W-K. The DIL contoured on T2W images had a high level of agreement with those contoured on ADC maps, but there was little to no quantitative correlation of these results with tumor location and Gleason grade group. Technical hurdles are yet to be solved for precision radiotherapy to target the DILs based on physiological imaging. A Boolean sum volume (BSV) incorporating all available MR sequences may be reasonable in delineating the DIL boost volume.

摘要

多参数磁共振成像(mpMRI)在前列腺癌的诊断和定位方面已显示出有前景的结果。此外,mpMRI在识别用于放疗增敏的前列腺内主要病灶(DIL)方面可能发挥重要作用。我们试图研究在各种mpMRI序列上勾勒出的主要肿瘤病灶之间的相关程度。从SPIE - AAPM - NCI前列腺磁共振分类挑战赛中获得了90例经磁共振引导活检证实为前列腺癌患者的mpMRI数据。每个病例包括T2加权(T2W)、表观扩散系数(ADC)以及从动态对比增强序列计算得出的K图像。所有图像集都进行了刚性配准,并针对每个MRI序列识别并勾勒出主要肿瘤病灶。计算了每对MRI序列(即T2与ADC、T2与K、ADC与K)轮廓之间的豪斯多夫距离(HD)、平均一致距离(MDA)以及骰子系数和杰卡德系数。还获得了这些图像对之间基于体素的斯皮尔曼相关性。DIL分别位于35.2%、5.6%、32.4%和25.4%的患者的前纤维肌基质、中央区、外周区和移行区。Gleason分级组1 - 5分别占研究人群的29.6%、40.8%、15.5%和14.1%(4级和5级组一起分析)。T2W图像、ADC图和K图的平均轮廓体积分别为2.14±2.1、2.22±2.2和1.84±1.5 mL。19例患者的癌灶区域与前列腺其余区域之间的K值无明显差异。T2W - ADC的骰子系数和杰卡德指数分别为0.74±0.13、0.60±0.15,T2W - K的为0.61±0.16、0.46±0.16。基于体素的斯皮尔曼相关性T2W - ADC为0.20±0.20,T2W - K为0.13±0.25。T2W图像上勾勒出的DIL与ADC图上勾勒出的DIL有高度一致性,但这些结果与肿瘤位置和Gleason分级组几乎没有定量相关性。基于生理成像靶向DIL进行精确放疗的技术障碍尚待解决。纳入所有可用MR序列的布尔和体积(BSV)在勾勒DIL增敏体积方面可能是合理的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8b42/6624674/a7dc571c8dfa/fonc-09-00616-g0001.jpg

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