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走神的神经表征中的个体差异。

Individual variability in neural representations of mind-wandering.

作者信息

Kucyi Aaron, Anderson Nathan, Bounyarith Tiara, Braun David, Shareef-Trudeau Lotus, Treves Isaac, Braga Rodrigo M, Hsieh Po-Jang, Hung Shao-Min

机构信息

Department of Psychological and Brain Sciences, Drexel University, Philadelphia, PA, USA.

Department of Neurology, Northwestern University, Chicago, IL, USA.

出版信息

Netw Neurosci. 2024 Oct 1;8(3):808-836. doi: 10.1162/netn_a_00387. eCollection 2024.

Abstract

Mind-wandering is a frequent, daily mental activity, experienced in unique ways in each person. Yet neuroimaging evidence relating mind-wandering to brain activity, for example in the default mode network (DMN), has relied on population- rather than individual-based inferences owing to limited within-person sampling. Here, three densely sampled individuals each reported hundreds of mind-wandering episodes while undergoing multi-session functional magnetic resonance imaging. We found reliable associations between mind-wandering and DMN activation when estimating brain networks within individuals using precision functional mapping. However, the timing of spontaneous DMN activity relative to subjective reports, and the networks beyond DMN that were activated and deactivated during mind-wandering, were distinct across individuals. Connectome-based predictive modeling further revealed idiosyncratic, whole-brain functional connectivity patterns that consistently predicted mind-wandering within individuals but did not fully generalize across individuals. Predictive models of mind-wandering and attention that were derived from larger-scale neuroimaging datasets largely failed when applied to densely sampled individuals, further highlighting the need for personalized models. Our work offers novel evidence for both conserved and variable neural representations of self-reported mind-wandering in different individuals. The previously unrecognized interindividual variations reported here underscore the broader scientific value and potential clinical utility of idiographic approaches to brain-experience associations.

摘要

思绪游走是一种频繁的日常心理活动,每个人都有独特的体验方式。然而,由于个体内部采样有限,将思绪游走与大脑活动相关的神经影像学证据,例如在默认模式网络(DMN)中,一直依赖于基于群体而非个体的推断。在这里,三名被密集采样的个体在接受多时段功能磁共振成像时,每人都报告了数百次思绪游走事件。当使用精确功能映射在个体内部估计脑网络时,我们发现思绪游走与DMN激活之间存在可靠的关联。然而,自发DMN活动相对于主观报告的时间,以及在思绪游走期间被激活和去激活的DMN之外的网络,在个体之间是不同的。基于连接组的预测模型进一步揭示了独特的全脑功能连接模式,这些模式能够在个体内部一致地预测思绪游走,但不能完全在个体之间推广。从大规模神经影像学数据集中得出的思绪游走和注意力预测模型在应用于密集采样个体时大多失败,这进一步凸显了个性化模型的必要性。我们的工作为不同个体中自我报告思绪游走的保守和可变神经表征提供了新的证据。这里报告的先前未被认识到的个体间差异强调了针对大脑-体验关联的个性化方法更广泛的科学价值和潜在临床效用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/542e/11349032/a440a60e575d/netn-8-3-808-g001.jpg

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