Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, MA, Boston, 02115, USA.
Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, MA, Boston, 02114, USA.
Cereb Cortex. 2021 Jan 1;31(1):201-212. doi: 10.1093/cercor/bhaa220.
Axonal myelination and repair, critical processes for brain development, maturation, and aging, remain controlled by sexual hormones. Whether this influence is reflected in structural brain differences between sexes, and whether it can be quantified by neuroimaging, remains controversial. Diffusion-weighted magnetic resonance imaging (dMRI) is an in vivo method that can track myelination changes throughout the lifespan. We utilize a large, multisite sample of harmonized dMRI data (n = 551, age = 9-65 years, 46% females/54% males) to investigate the influence of sex on white matter (WM) structure. We model lifespan trajectories of WM using the most common dMRI measure fractional anisotropy (FA). Next, we examine the influence of both age and sex on FA variability. We estimate the overlap between male and female FA and test whether it is possible to label individual brains as male or female. Our results demonstrate regionally and spatially specific effects of sex. Sex differences are limited to limbic structures and young ages. Additionally, not only do sex differences diminish with age, but tracts within each subject become more similar to one another. Last, we show the high overlap in FA between sexes, which implies that determining sex based on WM remains open.
轴突髓鞘形成和修复是大脑发育、成熟和衰老的关键过程,仍然受性激素控制。这种影响是否反映在性别之间的大脑结构差异上,以及是否可以通过神经影像学来量化,仍然存在争议。弥散加权磁共振成像(dMRI)是一种可以在整个生命周期内追踪髓鞘变化的体内方法。我们利用一个大型、多站点的协调 dMRI 数据集(n=551,年龄=9-65 岁,女性占 46%,男性占 54%)来研究性别对大脑白质(WM)结构的影响。我们使用最常见的 dMRI 测量指标分数各向异性(FA)来模拟 WM 的寿命轨迹。接下来,我们研究年龄和性别对 FA 变异性的影响。我们估计了男性和女性 FA 的重叠程度,并测试了是否可以将个体大脑标记为男性或女性。我们的研究结果表明,性别存在区域性和空间性的影响。性别差异仅限于边缘结构和年轻时期。此外,不仅性别差异随着年龄的增长而减少,而且每个受试者内的束流也变得更加相似。最后,我们展示了 FA 之间的高度重叠,这意味着基于 WM 确定性别仍然存在争议。