Preliminary experience with a novel method of three-dimensional co-registration of prostate cancer digital histology and in vivo multiparametric MRI

被引:23
|
作者
Orczyk, C. [1 ,2 ,3 ,4 ,5 ,6 ]
Rusinek, H. [7 ]
Rosenkrantz, A. B. [7 ]
Mikheev, A. [7 ]
Deng, F. -M. [8 ]
Melamed, J. [8 ]
Taneja, S. S. [1 ,7 ]
机构
[1] NYU, Langone Med Ctr, Div Urol Oncol, New York, NY USA
[2] Cote de Nacre Univ Hosp, Dept Urol & Renal Transplantat, F-14033 Caen, Lower Normandy, France
[3] CNRS, UMR 6301, ISTCT, CERVOxy Grp,GIP CYCERON, F-75700 Paris, France
[4] CEA, DSV I2BM, UMR 6301, ISTCT, Grenoble, France
[5] UNICAEN, UMR 6301, ISTCT, F-14074 Caen, France
[6] Normandie Univ, Caen, France
[7] NYU, Dept Radiol, Langone Med Ctr, New York, NY 10016 USA
[8] NYU, Dept Pathol, Langone Med Ctr, New York, NY 10016 USA
基金
美国国家卫生研究院;
关键词
IMAGE REGISTRATION; MUTUAL INFORMATION; LOCALIZATION;
D O I
10.1016/j.crad.2013.07.010
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
AIM: To assess a novel method of three-dimensional (3D) co-registration of prostate cancer digital histology and in-vivo multiparametric magnetic resonance imaging (mpMRI) image sets for clinical usefulness. MATERIAL AND METHODS: A software platform was developed to achieve 3D coregistration. This software was prospectively applied to three patients who underwent radical prostatectomy. Data comprised in-vivo mpMRI [T2-weighted, dynamic contrastenhanced weighted images (DCE); apparent diffusion coefficient (ADC)], ex-vivo T2weighted imaging, 3D-rebuilt pathological specimen, and digital histology. Internal landmarks from zonal anatomy served as reference points for assessing co-registration accuracy and precision. RESULTS: Applying a method of deformable transformation based on 22 internal landmarks, a 1.6 mm accuracy was reached to align T2-weighted images and the 3Drebuilt pathological specimen, an improvement over rigid transformation of 32% (p = 0.003). The 22 zonal anatomy landmarks were more accurately mapped using deformable transformation than rigid transformation (p = 0.0008). An automatic method based on mutual information, enabled automation of the process and to include perfusion and diffusion MRI images. Evaluation of co-registration accuracy using the volume overlap index (Dice index) met clinically relevant requirements, ranging from 0.81-0.96 for sequences tested. Ex-vivo images of the specimen did not significantly improve coregistration accuracy. CONCLUSION: This preliminary analysis suggests that deformable transformation based on zonal anatomy landmarks is accurate in the co-registration of mpMRI and histology. Including diffusion and perfusion sequences in the same 3D space as histology is essential further clinical information. The ability to localize cancer in 3D space may improve targeting for image-guided biopsy, focal therapy, and disease quantification in surveillance protocols. (C) 2013 The Royal College of Radiologists. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:E652 / E658
页数:7
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