对 ABCD 研究进行社会“环境分型”:区分可分离的脑组织模式与分化的发展结局
Social ‘envirotyping’ the ABCD study contextualizes dissociable brain organization and diverging outcomes
依据摘要,研究者在青少年脑认知发展研究(ABCD)中通过层次聚类识别出“社会环境型”,即不同的社会环境经验模式。两个主要聚类覆盖 89.3% 的参与者,在九项青少年自报社会环境质量指标中的八项上差异显著,近乎互为补集。
The environment, especially social features, plays a key role in shaping the development of the brain, notably during adolescence. To better understand variation in brain-environment coupling and its associated outcomes, we identified ‘social envirotypes’, or different patterns of social environment experience, in the Adolescent Brain Cognitive Development Study by hierarchically clustering subjects. Two focal clusters, which accounted for 89.3% of all participants, differed significantly on eight out of nine youth-report social environment quality measures, representing almost perfect complements. We then applied tools from network neuroscience to show different social envirotypes are associated with different patterns of whole brain functional connectivity. Differences were distributed across the brain but were especially prominent in Default and Somatomotor Hand systems for these focal clusters. Finally, we examined how social envirotypes change over development and how these patterns of change are associated with a suite of outcomes. The resulting dynamic social envirotypes differed along dimensions of stability and quality, but outcomes diverged based on stability. Altogether, our findings represent significant contributions to both social developmental neuroscience and network neuroscience, emphasizing the variability and dynamicity of brain-environment coupling and its consequences.
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来源:Social Cognitive and Affective Neuroscience · academic.oup.com