Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.
Department of Surgery, Division of Pediatric Surgery, Medical University of Vienna, Vienna, Austria.
Ultrasound Obstet Gynecol. 2019 Jun;53(6):816-826. doi: 10.1002/uog.20296.
To assess the clinical feasibility and validity of fetal magnetic resonance imaging (MRI)-based three-dimensional (3D) reconstruction to locate, classify and quantify diaphragmatic defects in congenital diaphragmatic hernia (CDH).
This retrospective study included 46 cases of CDH which underwent a total of 69 fetal MRI scans (65 in-vivo and four postmortem) at the Medical University of Vienna during the period 1 January 2002 to 1 January 2017. Scans were performed between 16 and 38 gestational weeks using steady-state free precession, T2-weighted and T1-weighted sequences. MRI data were retrieved from the hospital database and manual segmentation of the diaphragm was performed with the open-source software, ITK-SNAP. The resulting 3D models of the fetal diaphragm and its defect(s) were validated by postmortem MRI segmentation and/or comparison of 3D model-based classification of the defect with a reference classification based on autopsy and/or surgery reports. Surface areas of the intact diaphragm and of the defect were measured and used to calculate defect-diaphragmatic ratios (DDR). The need for prosthetic patch repair and, in cases with repeated in-vivo fetal MRI scans, diaphragm growth dynamics, were analyzed based on DDR.
Fetal MRI-based manual segmentation of the diaphragm in CDH was feasible for all 65 (100%) of the in-vivo fetal MRI scans. Based on the 3D diaphragmatic models, one bilateral and 45 unilateral defects (n = 47) were further classified as posterolateral (23/47, 48.9%), lateral (7/47, 14.9%) or hemidiaphragmatic (17/47, 36.2%) defects, and none (0%) was classified as anterolateral. This classification of defect location was correct in all 37 (100%) of the cases in which this information could be verified. Nineteen cases had a follow-up fetal MRI scan; in five (26.3%) of these, the initial CDH classification was altered by the results of the second scan. Thirty-three fetuses underwent postnatal diaphragmatic surgical repair; 20 fetuses (all of those with DDR ≥ 54 and 88% of those with DDR > 30) received a diaphragmatic patch, while the other 13 underwent primary surgical repair. Individual DDRs at initial and at follow-up in-vivo fetal MRI correlated significantly (P < 0.001).
MRI-based 3D reconstruction of the fetal diaphragm in CDH has been validated to visualize, locate, classify and quantify the defect. Planning of postnatal surgery may be optimized by MRI-based prediction of the necessity for patch placement and the ability to personalize patch design based on 3D-printable templates. Copyright © 2019 ISUOG. Published by John Wiley & Sons Ltd.
评估基于胎儿磁共振成像(MRI)的三维(3D)重建技术定位、分类和量化先天性膈疝(CDH)膈缺损的临床可行性和有效性。
本回顾性研究纳入了 2002 年 1 月至 2017 年 1 月期间维也纳医科大学进行的 69 例胎儿 MRI 扫描(65 例为体内扫描,4 例为尸检后扫描)的 46 例 CDH 病例。扫描在妊娠 16 至 38 周之间进行,使用稳态自由进动、T2 加权和 T1 加权序列。从医院数据库中检索 MRI 数据,并使用开源软件 ITK-SNAP 对膈进行手动分割。使用基于尸检和/或手术报告的参考分类对 3D 模型进行分类,并与 3D 模型分类进行比较,以验证胎儿膈及其缺陷的 3D 模型。测量完整膈和缺陷膈的表面积,并计算缺陷-膈比率(DDR)。根据 DDR 分析需要进行假体补丁修复的情况,以及在有重复体内胎儿 MRI 扫描的情况下,膈的生长动态。
在所有 65 例(100%)体内胎儿 MRI 扫描中,基于 MRI 的膈手动分割都是可行的。根据 3D 膈模型,进一步将 45 例单侧缺陷(n=47)分类为后外侧(23/47,48.9%)、外侧(7/47,14.9%)或膈半侧(17/47,36.2%)缺陷,无一例(0%)为前外侧。在可以验证该信息的 37 例(100%)病例中,这种缺陷位置的分类都是正确的。19 例进行了后续胎儿 MRI 扫描;在这 19 例中,有 5 例(26.3%)的初始 CDH 分类因第二次扫描的结果而改变。33 例胎儿接受了膈疝修补术;20 例胎儿(所有 DDR≥54 的胎儿和 88%的 DDR>30 的胎儿)接受了膈修补片,而其他 13 例则接受了初次手术修复。初次体内胎儿 MRI 检查的 DDR 与随访时的 DDR 显著相关(P<0.001)。
基于 MRI 的 CDH 胎儿膈 3D 重建已被验证可用于可视化、定位、分类和量化膈缺损。基于 MRI 预测是否需要补丁放置以及是否能够基于 3D 可打印模板进行个性化补丁设计,可优化产后手术计划。版权所有©2019 ISUOG。由 John Wiley & Sons Ltd 出版。