Neural correlates of resilience to trauma during adolescence: A multi-modal study

IF 4.1
JCPP advances Pub Date : 2026-09-13 Epub Date: 2025-11-02 DOI:10.1002/jcv2.70066
Lu Zhang, Vanessa L. Cropley, Divyangana Rakesh, Sarah Whittle
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Abstract

Background

Understanding resilience mechanisms is important for advancing early intervention strategies, yet research on the neurobiology of resilience in adolescents is limited. The present study examined the brain structural and resting-state functional connectivity (rsFC) correlates of resilience to internalizing and externalizing symptoms in a large sample of adolescents.

Methods

We analyzed longitudinal data from 8499 adolescents (baseline mean age 9.92 ± 0.62 years) from the Adolescent Brain Cognitive Development Study. Participants were categorized as resilient, maladaptive, vulnerable, or control group based on reports of traumatic events and internalizing/externalizing symptoms 3 years later. We used multinomial regressions to examine associations of brain structure (gray matter, N = 7526; white matter, N = 6959) and rsFC (N = 6485) with resilience. Sex differences were also investigated.

Results

For internalizing symptoms, increased odds of being resilient (relative to controls) were associated with postcentral gyrus thickness. For externalizing symptoms, increased odds of being resilient was associated with putamen volume (relative to being vulnerable), and rsFC between the dorsal and ventral attention networks, and between cortical networks and hippocampus (relative to controls). Sex-interaction results implicated gray matter structure, however, robustness of these findings are limited.

Conclusion

Resilience in the context of internalizing symptoms in adolescence may be associated with structural alterations in cortical regions involved sensory processing. Neural correlates of resilience in the context of externalizing symptoms remain unclear as findings may reflect resilience, trauma exposure, or psychopathology. This underscores the need for further research into the neurobiological basis of resilience during adolescence.

青少年创伤恢复力的神经相关:一项多模式研究。
背景:了解心理弹性机制对于推进早期干预策略很重要,但对青少年心理弹性的神经生物学研究有限。本研究在大量青少年样本中检测了大脑结构和静息状态功能连接(rsFC)与内化和外化症状恢复力的相关性。方法:我们分析了来自青少年大脑认知发展研究的8499名青少年(基线平均年龄9.92±0.62岁)的纵向数据。根据3年后创伤事件和内化/外化症状的报告,将参与者分为弹性组、适应不良组、易感组或对照组。我们使用多项回归来检验大脑结构(灰质,N = 7526;白质,N = 6959)和rsFC (N = 6485)与弹性的关系。性别差异也被调查。结果:对于内化症状,增加的弹性几率(相对于对照组)与中央后回厚度有关。对于外化症状,弹性增加的几率与壳核体积(相对于易受伤害)、背侧和腹侧注意网络之间、皮质网络和海马体之间(相对于对照组)的rsFC有关。然而,性别相互作用的结果与灰质结构有关,这些发现的稳健性是有限的。结论:青春期内化症状背景下的恢复力可能与涉及感觉加工的皮质区域的结构改变有关。外化症状背景下恢复力的神经相关性尚不清楚,因为研究结果可能反映了恢复力、创伤暴露或精神病理。这强调了对青春期恢复力的神经生物学基础进行进一步研究的必要性。
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