Identifying cortical structure markers of resilience to adversity in young people using surface-based morphometry.

Harriet Cornwell, Nicola Toschi, Catherine Hamilton-Giachritsis, Marlene Staginnus, Areti Smaragdi, Karen Gonzalez-Madruga, Nuria Mackes, Jack Rogers, Anne Martinelli, Gregor Kohls, Nora Maria Raschle, Kerstin Konrad, Christina Stadler, Christine M Freitag, Stephane A De Brito, Graeme Fairchild
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Abstract

Previous research on the neurobiological bases of resilience in youth has largely used categorical definitions of resilience and voxel-based morphometry methods that assess gray matter volume. However, it is important to consider brain structure more broadly as different cortical properties have distinct developmental trajectories. To address these limitations, we used surface-based morphometry and data-driven, continuous resilience scores to examine associations between resilience and cortical structure. Structural MRI data from 286 youths (Mage = 13.6 years, 51% female) who took part in the European multi-site FemNAT-CD study were pre-processed and analyzed using surface-based morphometry. Continuous resilience scores were derived for each participant based on adversity exposure and levels of psychopathology using the residual regression method. Vertex-wise analyses assessed for correlations between resilience scores and cortical thickness, surface area, gyrification and volume. Resilience scores were positively associated with right lateral occipital surface area and right superior frontal gyrification and negatively correlated with left inferior temporal surface area. Moreover, sex-by-resilience interactions were observed for gyrification in frontal and temporal regions. Our findings extend previous research by revealing that resilience is related to surface area and gyrification in frontal, occipital and temporal regions that are implicated in emotion regulation and face or object recognition.

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利用基于表面的形态测量法确定年轻人抗逆境能力的皮层结构标志。
以往对青少年抗逆力的神经生物学基础的研究大多采用抗逆力的分类定义和基于体素的形态测量方法来评估灰质体积。然而,更广泛地考虑大脑结构是非常重要的,因为不同的皮质特性具有不同的发展轨迹。为了解决这些局限性,我们使用了基于表面的形态测量法和数据驱动的连续复原力评分来研究复原力与皮层结构之间的关联。我们对参加欧洲多站点 FemNAT-CD 研究的 286 名青少年(年龄为 13.6 岁,51% 为女性)的结构磁共振成像数据进行了预处理,并使用基于表面的形态测量法进行了分析。使用残差回归法,根据逆境暴露和精神病理学水平得出每位参与者的连续复原力得分。顶点分析评估了复原力得分与皮质厚度、表面积、回旋和体积之间的相关性。复原力得分与右侧枕叶表面积和右侧额叶上回呈正相关,与左侧颞叶下表面积呈负相关。此外,在额叶和颞叶区域的回旋方面也观察到了性别与复原力之间的相互作用。我们的研究结果扩展了之前的研究,揭示了抗逆力与额叶、枕叶和颞叶区域的表面积和回旋有关,而这些区域与情绪调节和面部或物体识别有关。
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