Individual variability in neural representations of mind-wandering

被引:4
|
作者
Kucyi, Aaron [1 ]
Anderson, Nathan [2 ]
Bounyarith, Tiara [1 ]
Braun, David [1 ]
Shareef-Trudeau, Lotus [1 ]
Treves, Isaac [3 ]
Braga, Rodrigo M. [2 ]
Hsieh, Po-Jang [4 ]
Hung, Shao-Min [5 ]
机构
[1] Drexel Univ, Dept Psychol & Brain Sci, Philadelphia, PA 19104 USA
[2] Northwestern Univ, Dept Neurol, Chicago, IL USA
[3] MIT, McGovern Inst Brain Res, Dept Brain & Cognit Sci, Cambridge, MA USA
[4] Natl Taiwan Univ, Dept Psychol, Taipei, Taiwan
[5] Waseda Univ, Waseda Inst Adv Study, Tokyo, Japan
来源
NETWORK NEUROSCIENCE | 2024年 / 8卷 / 03期
关键词
Spontaneous thought; Experience-sampling; Resting-state fMRI; Precision functional mapping; RESTING-STATE FMRI; DEFAULT-MODE NETWORK; FUNCTIONAL CONNECTIVITY; DISTRIBUTED NETWORKS; BRAIN; ATTENTION; ORGANIZATION; ROBUST; AWARENESS; ACCURATE;
D O I
10.1162/netn_a_00387
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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.
引用
收藏
页码:808 / 836
页数:29
相关论文
共 50 条
  • [41] States of Mind: Characterizing the Neural Bases of Focus and Mind-wandering through Dynamic Functional Connectivity
    Mooneyham, Benjamin W.
    Mrazek, Michael D.
    Mrazek, Alissa J.
    Mrazek, Kaita L.
    Phillips, Dawa T.
    Schooler, Jonathan W.
    JOURNAL OF COGNITIVE NEUROSCIENCE, 2017, 29 (03) : 495 - 506
  • [42] Children with positive attitudes towards mind-wandering provide invalid subjective reports of mind-wandering during an experimental task
    Zhang, Yi
    Song, Xiaolan
    Ye, Qun
    Wang, Qinqin
    CONSCIOUSNESS AND COGNITION, 2015, 35 : 136 - 142
  • [43] The wandering mind oscillates: EEG alpha power is enhanced during moments of mind-wandering
    Compton, Rebecca J.
    Gearinger, Dylan
    Wild, Hannah
    COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE, 2019, 19 (05) : 1184 - 1191
  • [44] The wandering mind oscillates: EEG alpha power is enhanced during moments of mind-wandering
    Rebecca J. Compton
    Dylan Gearinger
    Hannah Wild
    Cognitive, Affective, & Behavioral Neuroscience, 2019, 19 : 1184 - 1191
  • [45] Mind-wandering as spontaneous thought: a dynamic framework
    Kalina Christoff
    Zachary C. Irving
    Kieran C. R. Fox
    R. Nathan Spreng
    Jessica R. Andrews-Hanna
    Nature Reviews Neuroscience, 2016, 17 : 718 - 731
  • [46] A New Methodology for the Study of Mind-Wandering Process
    Nadia Dario
    Luca Tateo
    Human Arenas, 2020, 3 : 172 - 189
  • [47] Manipulating the temporal locus and content of mind-wandering
    Liefgreen, Alice
    Dalton, Marshall A.
    Maguire, Eleanor A.
    CONSCIOUSNESS AND COGNITION, 2020, 79
  • [48] The Effects of a Mindful Listening Task on Mind-Wandering
    Orion Taraban
    Frederick Heide
    Marjorie Woollacott
    Davina Chan
    Mindfulness, 2017, 8 : 433 - 443
  • [49] Where is my mind? Examining mind-wandering and vigilance performance
    Alexis R. Neigel
    Victoria L. Claypoole
    Nicholas W. Fraulini
    Grace E. Waldfogle
    James L. Szalma
    Experimental Brain Research, 2019, 237 : 557 - 571
  • [50] Mind-Wandering and Falls Risk in Older Adults
    Nagamatsu, Lindsay S.
    Kam, Julia W. Y.
    Liu-Ambrose, Teresa
    Chan, Alison
    Handy, Todd C.
    PSYCHOLOGY AND AGING, 2013, 28 (03) : 685 - 691