From the Department of Radiology, Boston Children's Hospital, 300 Longwood Ave, Boston, MA 02115 (F.M.R., J.G., J.J.C., C.V.A., O.A., S.K.W., A.G., C.J.); and Department of Radiology, Harvard Medical School, Boston, Mass (F.M.R., J.G., J.J.C., O.A., S.K.W., A.G., C.J.).
Radiology. 2022 Apr;303(1):162-170. doi: 10.1148/radiol.211222. Epub 2021 Dec 21.
Background Tools in image reconstruction, motion correction, and segmentation have enabled the accurate volumetric characterization of fetal brain growth at MRI. Purpose To evaluate the volumetric growth of intracranial structures in healthy fetuses, accounting for gestational age (GA), sex, and laterality with use of a spatiotemporal MRI atlas of fetal brain development. Materials and Methods T2-weighted 3.0-T half-Fourier acquired single-shot turbo spin-echo sequence MRI was performed in healthy fetuses from prospectively recruited pregnant volunteers from March 2013 to May 2019. A previously validated section-to-volume reconstruction algorithm was used to generate intensity-normalized superresolution three-dimensional volumes that were registered to a fetal brain MRI atlas with 28 anatomic regions of interest. Atlas-based segmentation was performed and manually refined. Labels included the bilateral hippocampus, amygdala, caudate nucleus, lentiform nucleus, thalamus, lateral ventricle, cerebellum, cortical plate, hemispheric white matter, internal capsule, ganglionic eminence, ventricular zone, corpus callosum, brainstem, hippocampal commissure, and extra-axial cerebrospinal fluid. For fetuses younger than 31 weeks of GA, the subplate and intermediate zones were delineated. A linear regression analysis was used to determine weekly age-related change adjusted for sex and laterality. Results The final analytic sample consisted of 122 MRI scans in 98 fetuses (mean GA, 29 weeks ± 5 [range, 20-38 weeks]). All structures had significant volume growth with increasing GA ( < .001). Weekly age-related change for individual structures in the brain parenchyma ranged from 2.0% (95% CI: 0.9, 3.1; < .001) in the hippocampal commissure to 19.4% (95% CI: 18.7, 20.1; < .001) in the cerebellum. The largest sex-related differences were 22.1% higher volume in male fetuses for the lateral ventricles (95% CI: 10.9, 34.4; < .001). There was rightward volumetric asymmetry of 15.6% for the hippocampus (95% CI: 14.2, 17.2; < .001) and leftward volumetric asymmetry of 8.1% for the lateral ventricles (95% CI: 3.7, 12.2; < .001). Conclusion With use of a spatiotemporal MRI atlas, volumetric growth of the fetal brain showed complex trajectories dependent on structure, gestational age, sex, and laterality. © RSNA, 2021 See also the editorial by Rollins in this issue.
背景 图像重建、运动校正和分割工具使人们能够在 MRI 上准确地对胎儿大脑生长进行容积特征描述。 目的 本研究旨在使用胎儿脑发育时空 MRI 图谱,评估健康胎儿颅内结构的容积生长,考虑胎龄(GA)、性别和侧别。 材料与方法 本研究前瞻性地招募了 2013 年 3 月至 2019 年 5 月期间来自于志愿孕妇的健康胎儿,对其进行了 3.0-T 半傅里叶采集单次激发涡轮自旋回波序列 MRI 检查。使用经过验证的节段到体积重建算法生成强度归一化的超分辨率三维容积图像,这些图像与包含 28 个感兴趣区的胎儿脑 MRI 图谱进行配准。对图谱进行分割并手动进行细化。标签包括双侧海马体、杏仁核、尾状核、豆状核、丘脑、侧脑室、小脑、皮质板、大脑半球白质、内囊、神经节隆起、脑室区、胼胝体、脑干、海马联合、颅外脑脊液。对于 GA 小于 31 周的胎儿,还描绘了基板和中间带。采用线性回归分析确定了与性别和侧别相关的每周年龄变化。 结果 本研究最终的分析样本包括 98 例胎儿的 122 次 MRI 扫描(平均 GA,29 周±5 岁[范围:20-38 周])。所有结构的体积均随 GA 的增加而显著增长( <.001)。脑实质中各结构的周龄相关变化幅度从海马联合的 2.0%(95% CI:0.9,3.1; <.001)到小脑的 19.4%(95% CI:18.7,20.1; <.001)不等。最大的性别差异为男性胎儿的侧脑室体积增加 22.1%(95% CI:10.9,34.4; <.001)。海马体的右侧体积存在 15.6%的不对称性(95% CI:14.2,17.2; <.001),侧脑室的左侧体积存在 8.1%的不对称性(95% CI:3.7,12.2; <.001)。 结论 本研究使用时空 MRI 图谱,发现胎儿脑的容积生长具有复杂的轨迹,取决于结构、胎龄、性别和侧别。