Department of Psychiatry, Yale School of Medicine, New Haven, USA; Child Study Center, Yale School of Medicine, New Haven, USA; Division of Psychology and Language Sciences, University College London, London, UK; Max Planck School of Cognition, Leipzig, Germany.
Department of Psychiatry, Yale School of Medicine, New Haven, USA.
Dev Cogn Neurosci. 2022 Dec;58:101182. doi: 10.1016/j.dcn.2022.101182. Epub 2022 Nov 28.
Women are more vulnerable to internalizing disorders (e.g., depression and anxiety). This study took an integrative developmental approach to investigate multidimensional factors associated with the emergence of sex differences in internalizing symptoms, using data from the Adolescent Brain Cognitive Development (ABCD) study. Indices of sex hormone levels (dehydroepiandrosterone, testosterone, and estradiol), physical pubertal development, task-based functional brain activity, family conflict, and internalizing symptoms were drawn from the ABCD study's baseline sample (9- to 10-year-old; N = 11,844). Principal component analysis served as a data-driven dimensionality reduction technique on the internalizing subscales to yield a single robust measure of internalizing symptoms. Moderated mediation analyses assessed whether associations between known risk factors and internalizing symptoms vary by sex. Results revealed direct and indirect effects of physical pubertal development on internalizing symptoms through family conflict across sexes. No effects were found of sex hormone levels or amygdala response to fearful faces on internalizing symptoms. Females did not report overall greater internalizing symptoms relative to males, suggesting that internalizing symptoms have not yet begun to increase in females at this age. Findings provide an essential baseline for future longitudinal research on the endocrine, neurocognitive, and psychosocial factors associated with sex differences in internalizing symptoms.
女性更容易出现内化障碍(如抑郁和焦虑)。本研究采用综合发展方法,利用来自青少年大脑认知发展(ABCD)研究的数据,调查与内化症状性别差异出现相关的多维因素。性激素水平(脱氢表雄酮、睾酮和雌二醇)、身体性发育、基于任务的功能性大脑活动、家庭冲突和内化症状的指标来自 ABCD 研究的基线样本(9-10 岁;N=11844)。主成分分析作为一种数据驱动的降维技术,对内化子量表进行分析,得出一个单一的、稳健的内化症状衡量标准。中介调节分析评估了已知风险因素与内化症状之间的关联是否因性别而异。结果表明,无论性别如何,身体性发育都会通过家庭冲突直接和间接影响内化症状。性激素水平或杏仁核对恐惧面孔的反应对内化症状没有影响。与男性相比,女性并未报告总体上更多的内化症状,这表明女性在这个年龄的内化症状尚未开始增加。这些发现为未来关于与内化症状性别差异相关的内分泌、神经认知和社会心理因素的纵向研究提供了重要的基线。