早期创伤,延迟后果:大脑行为模型揭示了将童年创伤与拖延症联系起来的神经通路。

IF 4.5 2区 医学 Q1 NEUROIMAGING
Luo Xu , Yao Yin , Xueke Wang , Ting Xu , Xi Zhang , Tingyong Feng
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引用次数: 0

摘要

童年创伤对情感和认知功能有持久的影响,但它对拖延症的影响,特别是从神经发育的角度来看,仍然知之甚少。为了实现这一目标,我们将静息状态功能MRI与两个数据集(发现数据集:n = 760;验证数据集:n = 429)的儿童创伤、特质焦虑、自我控制和拖延的标准化行为评估结合起来。通过利用先进的预测分析——包括基于连接体的预测建模(CPM)和最小绝对收缩和选择算子(LASSO)回归——我们旨在阐明将童年创伤与拖延症联系起来的神经基础。我们的行为研究结果显示,童年创伤是拖延倾向升高的重要预测因素,这种关联是由特质焦虑增加和自我控制能力降低介导的。在神经水平上,利用CPM和LASSO回归的预测模型表明,额顶叶网络(FPN)、显著性网络(SAN)、视觉网络(VN)和小脑内部和之间的功能连通性显著预测儿童创伤。这些模式可能反映了与创伤相关的高阶认知控制的中断(如自我控制)和情感反应的增加(如特质焦虑)。更重要的是,中介分析进一步证实了特质焦虑和自我控制共同中介创伤相关神经网络连接与拖延的关系。这些发现提供了新的证据,表明童年创伤通过涉及自我控制和情绪调节的大规模神经网络的功能改变与拖延症有关,为早期生活逆境的长期行为后果提供了重要见解,并为开发有针对性的干预措施以减少创伤暴露个体的拖延症提供了信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Early wounds, delayed consequences: Brain-behavior modeling reveals neural pathways linking childhood trauma to procrastination
Childhood trauma has enduring effects on emotional and cognitive functioning, yet its impact on procrastination, particularly from a neurodevelopmental perspective, remains poorly understood. To achieve this, we employed resting-state functional MRI in conjunction with standardized behavioral assessments of childhood trauma, trait anxiety, self-control, and procrastination across two datasets (discovery dataset: n = 760; validation dataset: n = 429). By leveraging the advanced predictive analytics—including connectome-based predictive modeling (CPM) and least absolute shrinkage and selection operator (LASSO) regression—we aimed to elucidate the neural basis linking childhood trauma to procrastination. Our behavioral results revealed that childhood trauma was a significant predictor of elevated procrastination tendencies, with this association mediated by increased trait anxiety and reduced self-control. At the neural level, the predictive modeling using CPM and LASSO regression demonstrated that functional connectivity within and between the frontoparietal network (FPN), salience network (SAN), visual network (VN), and cerebellum significantly predicted childhood trauma. These patterns likely reflect trauma-related disruptions in higher-order cognitive control (e.g., self-control) and increased affective reactivity (e.g., trait anxiety). More importantly, the mediation analyses further confirmed that trait anxiety and self-control jointly mediate the relationship between trauma-related neural network connectivity and procrastination. These findings presented novel evidence that childhood trauma is associated with procrastination via functional alterations in large-scale neural networks implicated in self-control and emotion regulation, providing critical insights into the long-term behavioral consequences of early-life adversity, and informing the development of targeted interventions to reduce procrastination in trauma-exposed individuals.
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来源期刊
NeuroImage
NeuroImage 医学-核医学
CiteScore
11.30
自引率
10.50%
发文量
809
审稿时长
63 days
期刊介绍: NeuroImage, a Journal of Brain Function provides a vehicle for communicating important advances in acquiring, analyzing, and modelling neuroimaging data and in applying these techniques to the study of structure-function and brain-behavior relationships. Though the emphasis is on the macroscopic level of human brain organization, meso-and microscopic neuroimaging across all species will be considered if informative for understanding the aforementioned relationships.
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