Guangyao Liu1, Hong Liu1, Pengfei Zhang1, Jing Zhang1, and Zhe Zhang2
1Department of Magnetic Resonance, Lanzhou University Second Hospital, Lanzhou, China, 2Department of Biomedical Engineering, Zhejiang University, Zhejiang, China
Synopsis
Neuroimaging studies have shown that
juvenile myoclonic epilepsy (JME) is characterized
by impaired brain networks. However, few studies have investigated the potential disruptions in the rich club organization. Our study described the alterations of anatomical rich club organization and abnormalities
of dynamic SC-FC coupling in treatment-naïve newly
diagnosed
JME. The results showed
that the anatomical rich club
organization was disrupted in the patient group, along with decreased connectivity strength among rich club hub nodes. The
aberrant dynamic SC-FC
coupling of rich club organization suggests a selective influence of interconnected network core in
JME
at the early phase of the disease.
Background/Purposes
Juvenile myoclonic epilepsy (JME) is
the most common generalized genetic
epilepsy syndrome, accounting
for up to 10% of all epilepsies. Although
the underlying neural substrates for JME remain elusive, recent
neuroimaging studies have conceptualized JME as a disorder of brain network dysfunction, providing a new
insight for understanding the underlying
pathophysiology and etiology of this disorder.
However, to our knowledge, no prior study has explored the time-varying
characteristics of SC-FC coupling in JME, and it is still unclear how
anatomical connectivity constraint supports dynamic functional interaction in
the rich club organization. This study aims to investigate the
changes of rich club organization and its dynamic
SC-FC
coupling in treatment-naïve newly diagnosed patients with JME.Materials and Methods
We
investigated structural and dynamic functional brain networks, respectively,
using diffusion-weighted imaging and resting-state functional magnetic
resonance imaging data in 47 treatment-naïve new-onset patients with JME and 40 matched healthy controls. We
focused on the anatomical rich club organization, as well as its structural
connectivity and functional connectivity (SC-FC) coupling, in different dynamic
states. We further evaluated dynamic functional network efficiency and its
association with SC-FC coupling.Results:
Disrupted organization of anatomical rich club,
along with decreased connectivity strength, were found in the patient group .
Furthermore, reduced SC-FC coupling in rich club organization of the patients
was found in two functionally independent states, i.e., the functional segregation
state (State 1) and the strong somatomotor-cognitive control
interaction state (State 5); and the later was significantly associated with
disease severity. In addition, the relationships between SC-FC coupling of rich
club hub’s connections and functional network efficiency in State 1, which had
been established in healthy controls, were absent in patients.Conclusions
In this
study we
performed a combination analysis of SC and dynamic FC, for the first time, to examine the abnormalities in the rich club organization and
its dynamic SC-FC coupling in treatment-naïve
newly diagnosed JME. Beyond previous studies reporting altered the rich
club
system and structure-function coupling in generalized epilepsy, we not only
found significant rich
club organization deficits but also state-specific SC-FC coupling alterations
in patients with JME.
These results suggest the rich club disorganization and its disrupted role in dynamic structure-function coupling
for JME patients at the early phase of the disease, which may contribute to the cognitive
deficits such as impaired executive function
in patients during development, advancing our understanding of the neurobiology.Acknowledgements
This work was supported by the
National Natural Science Foundation of China (No.82160326) and Cuiying
Scientific and Technological Innovation Program of Lanzhou University Second
Hospital(No. CY2018-QN03).
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