Department of Radiology, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310027, China.
Key Laboratory for Biomedical Engineering of Ministry of Education, Department of Biomedical Engineering, College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, Zhejiang, 310027, China.
Neuroimage. 2019 Oct 1;199:387-395. doi: 10.1016/j.neuroimage.2019.05.075. Epub 2019 May 30.
The infant brain undergoes drastic morphological and functional development during the first year of life. Three-dimensional T1-weighted Magnetic Resonance Imaging (3D T1w-MRI) is a major tool to characterize the brain anatomy, which however, manifests inherently low and rapidly changing contrast between white matter (WM) and gray matter (GM) in the infant brains (0-12 month-old). Despite the prior efforts made to maximize tissue contrast in the neonatal brains (≤1 months), optimization of imaging methods in the rest of the infancy (1-12 months) is not fully addressed, while brains in the latter period exhibit even more challenging contrast. Here, we performed a systematic investigation to improve the contrast between cortical GM and subcortical WM throughout the infancy. We first performed simultaneous T1 and proton density mapping in a normally developing infant cohort at 3T (n = 57). Based on the evolution of T1 relaxation times, we defined three age groups and simulated the relative tissue contrast between WM and GM in each group. Age-specific imaging strategies were proposed according to the Bloch simulation: inversion time (TI) around 800 ms for the 0-3 month-old group, dual TI at 500 ms and 700 ms for the 3-7 month-old group, and TI around 700 ms for 7-12 month-old group, using a centrically encoded 3D-MPRAGE sequence at 3T. Experimental results with varying TIs in each group confirmed improved contrast at the proposed optimal TIs, even in 3-7 month-old infants who had nearly isointense contrast. We further demonstrated the advantage of improved relative contrast in segmenting the neonatal brains using a multi-atlas segmentation method. The proposed age-specific optimization strategies can be easily adapted to routine clinical examinations, and the improved image contrast would facilitate quantitative analysis of the infant brain development.
婴儿的大脑在生命的第一年经历了巨大的形态和功能发育。三维 T1 加权磁共振成像(3D T1w-MRI)是描绘大脑解剖结构的主要工具,但在婴儿大脑(0-12 个月)中,白质(WM)和灰质(GM)之间的对比度固有较低且变化迅速。尽管之前已经做出了很大的努力来使新生儿大脑中的组织对比度最大化(≤1 个月),但在婴儿期的其余时间(1-12 个月)中对成像方法的优化并未完全解决,而在后一时期的大脑中,对比度更具挑战性。在这里,我们进行了一项系统的研究,以改善整个婴儿期皮质 GM 和皮质下 WM 之间的对比度。我们首先在 3T 对正常发育的婴儿队列进行了同时 T1 和质子密度映射(n=57)。基于 T1 弛豫时间的演变,我们将婴儿分为三组,并模拟了每组 WM 和 GM 之间的相对组织对比度。根据 Bloch 模拟提出了针对特定年龄的成像策略:0-3 个月组的反转时间(TI)约为 800ms,3-7 个月组的双 TI 为 500ms 和 700ms,7-12 个月组的 TI 约为 700ms,使用中心编码的 3D-MPRAGE 序列在 3T 进行。在每组中改变 TI 的实验结果证实了在提出的最佳 TI 下对比度得到了改善,即使在对比度几乎相等的 3-7 个月大的婴儿中也是如此。我们进一步证明了使用多图谱分割方法分割新生儿大脑时提高相对对比度的优势。所提出的特定年龄的优化策略可以轻松适应常规临床检查,并且改进的图像对比度将有助于婴儿大脑发育的定量分析。