Journal article
Individual variability in neural representations of mind-wandering
Network neuroscience (Cambridge, Mass.), v 8(3), pp 808-836
01 Oct 2024
PMID: 39355438
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.
While everyone experiences that their mind "wanders" throughout daily life, the content and form of inner experience is different in different people. In this study, we found that brain activity representing mind-wandering is different in each person, reflecting unique mental experiences. While people consistently engaged the brain's default mode network (DMN) during mind-wandering, there were inconsistencies in the way that the DMN was engaged and in the other networks throughout the brain that were engaged. Our study highlights that personalized approaches, which require that individuals are sampled more densely than is common in current practice, enable accurate insights into relationships between brain activity and inner experience.
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Details
- Title
- Individual variability in neural representations of mind-wandering
- Creators
- Aaron Kucyi (Corresponding Author) - Drexel UniversityNathan Anderson - Northwestern UniversityTiara Bounyarith - Drexel UniversityDavid Braun - Drexel UniversityLotus Shareef-Trudeau - Drexel UniversityIsaac Treves - McGovern Institute for Brain ResearchRodrigo M. Braga - Northwestern UniversityPo-Jang Hsieh - University of TaipeiShao-Min Hung - Waseda University
- Publication Details
- Network neuroscience (Cambridge, Mass.), v 8(3), pp 808-836
- Publisher
- Mit Press
- Number of pages
- 29
- Grant note
- R21MH129630; T32NS047987 / National Institute of Mental Health; United States Department of Health & Human Services; National Institutes of Health (NIH) - USA; NIH National Institute of Mental Health (NIMH)
- Resource Type
- Journal article
- Language
- English
- Academic Unit
- Psychological and Brain Sciences (Psychology)
- Web of Science ID
- WOS:001297445300001
- Scopus ID
- 2-s2.0-85207055906
- Other Identifier
- 991022202104104721