Individual variability in functional connectivity architecture of the mouse brain

被引:0
|
作者
Eyal Bergmann
Xenia Gofman
Alexandra Kavushansky
Itamar Kahn
机构
[1] Rappaport Faculty of Medicine,Department of Neuroscience
[2] Technion – Israel Institute of Technology,undefined
来源
Communications Biology | / 3卷
关键词
D O I
暂无
中图分类号
学科分类号
摘要
In recent years precision fMRI has emerged in human brain research, demonstrating characterization of individual differences in brain organization. However, mechanistic investigations to the sources of individual variability are limited in humans and thus require animal models. Here, we used resting-state fMRI in awake mice to quantify the contribution of individual variation to the functional architecture of the mouse cortex. We found that the mouse connectome is also characterized by stable individual features that support connectivity-based identification. Unlike in humans, we found that individual variation is homogeneously distributed in sensory and association networks. Finally, connectome-based predictive modeling of motor behavior in the rotarod task revealed that individual variation in functional connectivity explained behavioral variability. Collectively, these results establish the feasibility of precision fMRI in mice and lay the foundation for future mechanistic investigations of individual brain organization and pre-clinical studies of brain disorders in the context of personalized medicine.
引用
收藏
相关论文
共 50 条
  • [21] Functional individual variability development of the neonatal brain
    Gao, Wenjian
    Huang, Ziyi
    Ou, Wenfei
    Tang, Xiaoqian
    Lv, Wanying
    Nie, Jingxin
    BRAIN STRUCTURE & FUNCTION, 2022, 227 (06): : 2181 - 2190
  • [22] Individual variability in functional organization of the neonatal brain
    Molloy, M. Fiona
    Saygin, Zeynep M.
    NEUROIMAGE, 2022, 253
  • [23] Individual variability in functional connectivity predicts performance of a perceptual task
    Baldassarre, Antonello
    Lewis, Christopher M.
    Committeri, Giorgia
    Snyder, Abraham Z.
    Romani, Gian Luca
    Corbetta, Maurizio
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (09) : 3516 - 3521
  • [24] Simultaneous Recording of Brain Activity and Functional Connectivity in the Mouse Brain
    Lee, Mina
    Shin, Hee-Sup
    Choi, Jee Hyun
    2009 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-20, 2009, : 2934 - 2936
  • [25] Functional Connectivity Architecture of the Human Brain: Not All the Same
    Wang, Danhong
    Liu, Hesheng
    NEUROSCIENTIST, 2014, 20 (05): : 432 - 438
  • [26] PLEIOTROPIC GENETIC ARCHITECTURE OF HUMAN FUNCTIONAL BRAIN CONNECTIVITY
    Maciel, Bernardo
    Schipper, Marijn
    Romero, Cato
    de Leeuw, Christiaan
    Helwegen, Koen
    Posthuma, Danielle
    Savage, Jeanne E.
    van den Heuvel, Martijn P.
    EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2024, 87 : 136 - 136
  • [27] Heritability of "small world'' architecture of functional brain connectivity
    Smit, Dirk J. A.
    Stam, Cornelis J.
    Boomsma, Dorret I.
    Posthuma, Danielle
    de Geus, Eco J. C.
    PSYCHOPHYSIOLOGY, 2006, 43 : S93 - S93
  • [28] Heritability of the network architecture of intrinsic brain functional connectivity
    Sinclair, Benjamin
    Hansell, Narelle K.
    Blokland, Gabriella A. M.
    Martin, Nicholas G.
    Thompson, Paul M.
    Breakspear, Michael
    de Zubicaray, Greig I.
    Wright, Margaret J.
    McMahon, Katie L.
    NEUROIMAGE, 2015, 121 : 243 - 252
  • [29] Functional Connectivity fMRI of the Rodent Brain: Comparison of Functional Connectivity Networks in Rat and Mouse
    Jonckers, Elisabeth
    Van Audekerke, Johan
    De Visscher, Geofrey
    Van der Linden, Annemie
    Verhoye, Marleen
    PLOS ONE, 2011, 6 (04):
  • [30] Predicting individual brain maturity using dynamic functional connectivity
    Qin, Jian
    Chen, Shan-Guang
    Hu, Dewen
    Zeng, Ling-Li
    Fan, Yi-Ming
    Chen, Xiao-Ping
    Shen, Hui
    FRONTIERS IN HUMAN NEUROSCIENCE, 2015, 9