TY - JOUR
T1 - Hierarchical Connectome Modes and Critical State Jointly Maximize Human Brain Functional Diversity
AU - Wang, Rong
AU - Lin, Pan
AU - Liu, Mianxin
AU - Wu, Ying
AU - Zhou, Tao
AU - Zhou, Changsong
N1 - Funding Information:
This work was supported by Hong Kong Baptist University (HKBU) Strategic Development Fund, Hong Kong Research Grant Council (GRF12302914, GRF12200217), National Natural Science Foundation of China (Grants No. 11802229, No. 11772242, No. 11275027, No. 61473221, No. 61433014) and Outstanding Youth Science Fund of Xi’an University of Science and Technology (2019YQ3-11). This research was conducted using the resources of the High-Performance Computing Cluster Centre at HKBU, which receives funding from the RGC and HKBU. We thank Dr. Qianyuan Tang for helpful discussions.
Publisher copyright:
© 2019 American Physical Society
PY - 2019/7/19
Y1 - 2019/7/19
N2 - The brain requires diverse segregated and integrated processing to
perform normal functions in terms of anatomical structure and
self-organized dynamics with critical features, but the fundamental
relationships between the complex structural connectome, critical state,
and functional diversity remain unknown. Herein, we extend the
eigenmode analysis to investigate the joint contribution of hierarchical
modular structural organization and critical state to brain functional
diversity. We show that the structural modes inherent to the
hierarchical modular structural connectome allow a nested functional
segregation and integration across multiple spatiotemporal scales. The
real brain hierarchical modular organization provides large structural
capacity for diverse functional interactions, which are generated by
sequentially activating and recruiting the hierarchical connectome
modes, and the critical state can best explore the capacity to maximize
the functional diversity. Our results reveal structural and dynamical
mechanisms that jointly support a balanced segregated and integrated
brain processing with diverse functional interactions, and they also
shed light on dysfunctional segregation and integration in
neurodegenerative diseases and neuropsychiatric disorders.
AB - The brain requires diverse segregated and integrated processing to
perform normal functions in terms of anatomical structure and
self-organized dynamics with critical features, but the fundamental
relationships between the complex structural connectome, critical state,
and functional diversity remain unknown. Herein, we extend the
eigenmode analysis to investigate the joint contribution of hierarchical
modular structural organization and critical state to brain functional
diversity. We show that the structural modes inherent to the
hierarchical modular structural connectome allow a nested functional
segregation and integration across multiple spatiotemporal scales. The
real brain hierarchical modular organization provides large structural
capacity for diverse functional interactions, which are generated by
sequentially activating and recruiting the hierarchical connectome
modes, and the critical state can best explore the capacity to maximize
the functional diversity. Our results reveal structural and dynamical
mechanisms that jointly support a balanced segregated and integrated
brain processing with diverse functional interactions, and they also
shed light on dysfunctional segregation and integration in
neurodegenerative diseases and neuropsychiatric disorders.
UR - http://www.scopus.com/inward/record.url?scp=85068464365&partnerID=8YFLogxK
U2 - 10.1103/PhysRevLett.123.038301
DO - 10.1103/PhysRevLett.123.038301
M3 - Journal article
C2 - 31386449
AN - SCOPUS:85068464365
SN - 0031-9007
VL - 123
JO - Physical Review Letters
JF - Physical Review Letters
IS - 3
M1 - 038301
ER -