Laboratory of Neuroimaging, National Institute on Alcohol Abuse and Alcoholism, Bethesda, Maryland.
National Institute on Drug Abuse, Bethesda, Maryland.
JAMA Netw Open. 2023 Feb 1;6(2):e230157. doi: 10.1001/jamanetworkopen.2023.0157.
The neurobiological underpinnings underlying sex differences in cognition during adolescence are largely unknown.
To examine sex differences in brain circuitry and their association with cognitive performance in US children.
DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study analyzed behavioral and imaging data from 9- to 11-year-old children from the Adolescent Brain Cognitive Development (ABCD) study between August 2017 and November 2018. The ABCD study is an open-science, multisite study following up more than 11 800 youths into early adulthood for 10 years with annual laboratory-based assessments and biennial magnetic resonance imaging (MRI). The selection of ABCD study children for the current analysis was based on the availability of functional and structural MRI data sets in ABCD Brain Imaging Data Structure Community Collection format. Five hundred and sixty participants who had excessive level of head motion (>50% of time points with framewise displacement >0.5 mm) during resting-state functional MRI were excluded from the analyses. Data were analyzed between January and August 2022.
The main outcomes were the sex differences in (A) global functional connectivity density at rest and (B) mean water diffusivity (MD) and (C) the correlation of these metrics with total cognitive scores.
A total of 8961 children (4604 boys and 4357 girls; mean [SD] age, 9.92 [0.62] years) were included in this analysis. Girls had higher functional connectivity density in default mode network hubs than boys, predominantly in the posterior cingulate cortex (Cohen d = -0.36), and lower MD and transverse diffusivity, predominantly in the superior corticostriatal white matter bundle (Cohen d = 0.3). Age-corrected fluid and total composite scores were higher for girls than for boys (Cohen d = -0.08 [fluid] and -0.04 [total]; P = 2.7 × 10-5). Although total mean (SD) brain volume (1260 [104] mL in boys and 1160 [95] mL in girls; t = 50; Cohen d = 1.0; df = 8738) and the proportion of white matter (d = 0.4) were larger for boys than for girls, the proportion of gray matter was larger for girls than for boys (d = -0.3; P = 2.2 × 10-16).
The findings of this cross-sectional study on sex differences in brain connectivity and cognition are relevant to the future creation of brain developmental trajectory charts to monitor for deviations associated with impairments in cognition or behavior, including those due to psychiatric or neurological disorders. They could also serve as a framework for studies investigating the differential contribution of biological vs social or cultural factors in the neurodevelopmental trajectories of girls and boys.
重要性:青春期认知方面的性别差异的神经生物学基础在很大程度上尚不清楚。
目的:研究美国儿童大脑回路中的性别差异及其与认知表现的关联。
设计、地点和参与者:这是一项横断面研究,分析了 2017 年 8 月至 2018 年 11 月期间青少年大脑认知发展(ABCD)研究中 9 至 11 岁儿童的行为和成像数据。ABCD 研究是一项开放科学的多地点研究,对超过 11800 名青少年进行了长达 10 年的随访,每年进行基于实验室的评估,每两年进行一次磁共振成像(MRI)。目前分析中 ABCD 研究儿童的选择是基于 ABCD 脑成像数据结构社区集合格式中功能和结构 MRI 数据集的可用性。在静息态功能 MRI 期间有超过 50%的时间点帧移大于 0.5 毫米的 560 名参与者被排除在分析之外。数据分析于 2022 年 1 月至 8 月进行。
主要结果和措施:主要结果是(A)静息状态下整体功能连接密度的性别差异,(B)平均水扩散系数(MD)和(C)这些指标与总认知评分的相关性。
结果:共有 8961 名儿童(4604 名男孩和 4357 名女孩;平均[SD]年龄,9.92[0.62]岁)纳入本分析。与男孩相比,女孩在默认模式网络枢纽中的功能连接密度更高,主要在后扣带皮层(Cohen d=-0.36),MD 和横向扩散率更低,主要在皮质纹状体白质束(Cohen d=0.3)。与男孩相比,女孩的年龄校正后的流体和总综合评分更高(Cohen d=-0.08[流体]和-0.04[总];P=2.7×10-5)。尽管男孩的平均(SD)脑容量(1260[104]毫升和女孩的 1160[95]毫升;t=50;Cohen d=1.0;df=8738)和白质比例(d=0.4)大于女孩,但女孩的灰质比例大于男孩(d=-0.3;P=2.2×10-16)。
结论:本研究关于大脑连接和认知方面的性别差异的横断面研究结果与未来创建脑发育轨迹图有关,以便监测与认知或行为障碍相关的偏差,包括与精神或神经障碍有关的偏差。它们也可以作为研究女孩和男孩神经发育轨迹中生物与社会或文化因素的差异贡献的框架。