Sex differences in brain volumes and psychological distress: The first hundred brains cohort of the longitudinal adolescent brain study

Q4 Neuroscience
Jacob M. Levenstein , Christina Driver , Amanda Boyes , Marcella Parker , Zack Shan , Jim Lagopoulos , Daniel F. Hermens
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Abstract

Neurodevelopment during early childhood and adolescence are recognised as critical periods, with potential life-long lasting impacts on mental health and wellbeing. The time-frame of these neurodevelopmental changes also correspond to one in five individuals aged 9–17 years old being diagnosed with a mental health condition. Furthermore, sex-based differences in the diagnosed prevalence of mental health conditions are also well characterised and can be leveraged to differentiate development of brain structures between sexes throughout childhood and adolescence. During adolescence, early observed mental health symptoms, alongside measures of brain development, may provide utility toward understanding both the onset timing of various mental conditions, and a neurobiological explanation for disproportionate prevalence's among sexes. This study aims to determine sex differences in psychological distress levels and structural brain volume relationships in early adolescents. To address this question, we first present and then utilise the ‘first hundred brains’ (FHB) cohort, a multimodal dataset of 12-to-13 year-olds individuals enrolled in the Longitudinal Adolescent Brain Study (LABS). The FHB dataset consists of 101 unique individuals (47 female), aged 13.01 ± 0.55 years. Psychological distress was measured using the Kessler-10, a self-report questionnaire probing recent experiences of anxiety and depression symptoms. All participants underwent 3T MRI brain scans. T1-weighted structural scans were processed using FreeSurfer's Sequence Adaptive Multimodal segmentation pipeline, with volume measurements from 39 regions of interest included in the analyses. Findings revealed that compared to age matched males, early adolescent females have significantly higher psychological distress as well as significantly larger hippocampi and ventral diencephalon, bilaterally. Correlational analyses revealed a significant positive association between psychological distress scores and right amygdala volumes for males, but not in females, or the combined cohort. In this initial analysis of the FHB dataset, we have identified significant sex differences in psychological distress, brain volumes, and the relationships between these two metrics. With the peak age-of-onset for many psychiatric disorders occurring during adolescence, research focused on youth mental health vulnerability and opportunity for early detection, prevention and improvement is vitally important.

脑容量和心理困扰的性别差异:青少年大脑纵向研究的第一个百脑队列
儿童早期和青少年时期的神经发育被认为是关键时期,对心理健康和幸福有潜在的终身影响。这些神经发育变化的时间框架也对应于每五个9-17岁的人中就有一个被诊断患有心理健康状况。此外,心理健康状况诊断患病率中基于性别的差异也得到了很好的表征,可以用来区分整个儿童和青少年时期性别之间大脑结构的发育。在青春期,早期观察到的心理健康症状,以及大脑发育的测量,可能有助于了解各种心理状况的发病时间,并为性别间不成比例的患病率提供神经生物学解释。本研究旨在确定早期青少年心理困扰水平和脑容量结构关系的性别差异。为了解决这个问题,我们首先提出并利用“前一百个大脑”(FHB)队列,这是一个12至13岁青少年大脑纵向研究(LABS)的多模式数据集。FHB数据集由101个独特的个体(47名女性)组成,年龄13.01±0.55岁。心理困扰是使用Kessler-10来测量的,这是一种自我报告的问卷,调查最近的焦虑和抑郁症状。所有参与者都接受了3T核磁共振脑部扫描。T1加权结构扫描使用FreeSurfer的序列自适应多模式分割流水线进行处理,分析中包括39个感兴趣区域的体积测量。研究结果显示,与年龄匹配的男性相比,青春期早期的女性双侧的心理困扰明显更高,海马和腹侧间脑也明显更大。相关分析显示,男性的心理困扰评分与右侧杏仁核体积之间存在显著的正相关,但女性或联合队列中没有。在对FHB数据集的初步分析中,我们发现了心理困扰、脑容量以及这两个指标之间的关系方面的显著性别差异。随着许多精神疾病的发病高峰年龄发生在青春期,关注青少年心理健康脆弱性和早期发现、预防和改善机会的研究至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Neuroimage. Reports
Neuroimage. Reports Neuroscience (General)
CiteScore
1.90
自引率
0.00%
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0
审稿时长
87 days
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