Labonte Alyssa K, Moser Julia, Camacho M Catalina, Tu Jiaxin Cindy, Wheelock Muriah, Laumann Timothy O, Gordon Evan M, Fair Damien A, Sylvester Chad M
Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA.
Neurosciences Graduate Program, Washington University in St. Louis, St. Louis, MO USA.
bioRxiv. 2025 Jul 10:2025.07.07.663543. doi: 10.1101/2025.07.07.663543.
Cortical areas are a fundamental organizational property of the brain, but their development in humans is not well understood. Key unanswered questions include whether cortical areas are fully established near birth, the extent of individual variation in the arrangement of cortical areas, and whether any such individual variation in cortical area location is greater in later-developing association areas as compared to earlier-developing sensorimotor areas. To address these questions, we used functional MRI to collect precision functional mapping (PFM) data in eight individual neonates (mean 42.7 weeks postmenstrual age) over 2-5 days (mean 77.9 minutes of low motion data per subject [framewise displacement <0.1]). Each subject's dataset was split into two roughly equal halves of data from different days of data collection to measure within-subject reliability and across-subject similarity. Whole-brain patterns of functional connectivity (FC) reached a mean within-subject, across-day reliability of r=0.78 with 41.9 minutes of data. Across subject similarity of whole-brain FC was r=0.62 on average and significantly lower than within-subject similarity (t=5.9, p<0.001). Using established methods to identify transitions in FC across the cortical surface, we identified sets of cortical areas for each individual that were subject-specific and highly reliable across split-halves (mean z=4.4, SD=1.4). The arrangement of cortical areas was thus individually specific across the entire cortical surface, and this individual specificity did not vary as a function of the sensorimotor-association axis. This study establishes the feasibility of neonatal PFM and suggests that cortical area arrangement is individually specific and largely established shortly following birth.
皮质区域是大脑的一种基本组织特性,但其在人类中的发育尚未得到充分理解。关键的未解决问题包括皮质区域在出生时是否已完全形成、皮质区域排列的个体差异程度,以及与早期发育的感觉运动区域相比,后期发育的联合区域中皮质区域位置的个体差异是否更大。为了解决这些问题,我们使用功能磁共振成像在8名个体新生儿(平均月经后年龄42.7周)中收集了2至5天的精确功能图谱(PFM)数据(每位受试者平均有77.9分钟的低运动数据[逐帧位移<0.1])。每个受试者的数据集被分成来自不同数据收集日的大致相等的两部分数据,以测量受试者内部的可靠性和受试者之间的相似性。功能连接性(FC)的全脑模式在使用41.9分钟数据时,受试者内部、跨日的平均可靠性达到r = 0.78。全脑FC的受试者间相似性平均为r = 0.62,显著低于受试者内部相似性(t = 5.9,p < 0.001)。使用既定方法识别跨皮质表面的FC转变,我们为每个个体确定了一组皮质区域,这些区域是个体特异性的,并且在两半数据中高度可靠(平均z = 4.4,标准差 = 1.4)。因此,皮质区域的排列在整个皮质表面是个体特异性的,并且这种个体特异性不会随着感觉运动 - 联合轴而变化。这项研究确立了新生儿PFM的可行性,并表明皮质区域排列是个体特异性的,并且在出生后不久基本形成。