Similarity in Early Life Stress Exposure Is Associated With Similarity in Neural Representations in Early Adulthood

IF 3.3 2区 医学 Q1 NEUROIMAGING
Miro Ilomäki, Jallu Lindblom, Marjo Flykt, Mervi Vänskä, Raija-Leena Punamäki, Patrik Wikman
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Abstract

Early life stress (ELS) has profound implications for developmental trajectories, yet the neural mechanisms underlying its long-term effects remain incompletely understood. In the present study, we examined whether interindividual similarity in ELS exposure aligns with similarity in neural representations and behavioral task performance in early adulthood. Leveraging a 20-year longitudinal dataset of Finnish families, we evaluated 87 young adults who underwent functional magnetic resonance imaging (fMRI) during an emotional go/no-go task. Intersubject representational similarity analysis (IS-RSA) was used to assess the associations between pairwise similarities in prospectively or retrospectively measured ELS, neural representations in 360 cortical regions, and task performance. We incorporated multidimensional scaling and Procrustes analysis to visualize interindividual differences in neural representational spaces. Prospective ELS—but not Retrospective ELS—was significantly associated with neural representational similarity across 40 cortical regions, including the anterior insula, frontal operculum, and anterior cingulate cortex. These findings highlight the systematic and chronic effects of more moderate ELS on brain development and emphasize the value of prospective measurements and advanced similarity analyses in capturing the nuanced influences of ELS. By integrating spatial and shape analytical techniques, the present study provides new insights into the long-term neurobiological correlates of ELS and introduces novel methodological tools for neurodevelopmental research.

Abstract Image

早期生活压力暴露的相似性与成年早期神经表征的相似性相关
早期生活压力(ELS)对发育轨迹具有深远的影响,但其长期影响的神经机制尚不完全清楚。在本研究中,我们研究了ELS暴露的个体间相似性是否与成年早期神经表征和行为任务表现的相似性相一致。利用芬兰家庭20年的纵向数据集,我们评估了87名年轻人,他们在情绪进行/不进行任务时接受了功能磁共振成像(fMRI)。被试间表征相似性分析(IS-RSA)用于评估前瞻性或回顾性测量ELS的两两相似性、360个皮质区域的神经表征和任务表现之间的关联。我们结合了多维尺度和普氏分析来可视化神经表征空间的个体间差异。前瞻性脑动电位(而非回顾性脑动电位)与40个皮质区域的神经表征相似性显著相关,包括脑岛前部、额盖和前扣带皮层。这些发现强调了中度脑电刺激对大脑发育的系统性和慢性影响,并强调了前瞻性测量和先进的相似性分析在捕捉脑电刺激细微影响方面的价值。通过整合空间和形状分析技术,本研究为ELS的长期神经生物学相关性提供了新的见解,并为神经发育研究引入了新的方法工具。
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来源期刊
Human Brain Mapping
Human Brain Mapping 医学-核医学
CiteScore
8.30
自引率
6.20%
发文量
401
审稿时长
3-6 weeks
期刊介绍: Human Brain Mapping publishes peer-reviewed basic, clinical, technical, and theoretical research in the interdisciplinary and rapidly expanding field of human brain mapping. The journal features research derived from non-invasive brain imaging modalities used to explore the spatial and temporal organization of the neural systems supporting human behavior. Imaging modalities of interest include positron emission tomography, event-related potentials, electro-and magnetoencephalography, magnetic resonance imaging, and single-photon emission tomography. Brain mapping research in both normal and clinical populations is encouraged. Article formats include Research Articles, Review Articles, Clinical Case Studies, and Technique, as well as Technological Developments, Theoretical Articles, and Synthetic Reviews. Technical advances, such as novel brain imaging methods, analyses for detecting or localizing neural activity, synergistic uses of multiple imaging modalities, and strategies for the design of behavioral paradigms and neural-systems modeling are of particular interest. The journal endorses the propagation of methodological standards and encourages database development in the field of human brain mapping.
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