Wenliang Fan1 and Haibo Xu1,2
1Department of Radiology, Union Hospital, Tongji Medical College,Huazhong University of Science and Technology, Wuhan, China, People's Republic of, 2Department of Radiology, Zhongnan Hospital of Wuhan University, Wuhan, China, People's Republic of
Synopsis
We used graph
theoretical network analysis method to explore the alterations of brain structural–functional connectome in two large
samples of unilateral sudden sensorineural hearing loss patients within
the acute period. While previous neuroimaging studies have uncovered alterations in several
specific brain structural and functional networks in patients with USSHL, little
is known about the changes in the relationship between structural and
functional brain connectome. And how do functional brain networks emerge from
structural brain connectivity in USSHL is still unknown.Purpose
To investigate the alterations of brain structural–functional connectome
in two large samples of unilateral sudden sensorineural hearing loss (USSHL)
patients within the acute period.
Introduction
The human brain is a large-scale integrated network (connectome)
in the functional and structural domain. Current noninvasive multimodal imaging
techniques and graph theoretical analysis have been able to provide a novel
framework for analysing such complex networks and further characterize its
topological properties and underlying mechanisms. Sudden sensorineural hearing
loss is typically unilateral and considered to be an otologic emergency which can
be associated with tinnitus and vertigo. While previous neuroimaging
studies have uncovered alterations in several specific brain structural and functional
networks in patients with USSHL, little is known about the changes in the
relationship between structural and functional brain connectome. And how do
functional brain networks emerge from structural brain connectivity in USSHL is
still unknown.
Methods
We constructed functional connectivity networks from partial correlations
of resting-state functional MRI signal and structural connectivity networks
from diffusion tensor imaging tractography in 85 USSHL patients (41 for left
side and 44 for right side) and 85 healthy controls. Moreover, for each subject, we quantified coupling between functional and structural
connectome. The correlation between functional and structural connectome was
constrained by the edges with non-zeros structural connectivity. Graph
theoretical analysis was employed to compute network properties. The coupling
of functional connectivity network–structural connectivity network between USSHL
patients and healthy controls was compared by using permutation tests. To
investigate the clinical relevance of altered brain network topologies in USSHL,
pearson’s correlation analysis was performed between the clinical variables and
the topological properties or the strength of functional–structural connectome
coupling.
Results
Compared with the control groups, both groups of USSHL patients
exhibited a significantly increased clustering coefficient, global efficiency,
and local efficiency but a significantly decreased characteristic path length in
both functional and structural connectivity networks. These findings suggest
that the alteration of network organization already exists in USSHL patients
within the acute period and that the connectome of USSHL patients is
characterized by a shift toward small-worldization. In addition, the primary
increased nodal strength (e.g., nodal betweenness, hubs) was observed in limbic
and paralimbic systems primarily,as well as
in the auditory network brain areas, which may reflect disease-specific
pathophysiology in USSHL. Most importantly, the coupling strength of structural–functional
connectome was decreased, and exhibited a negative correlation with some USSHL clinical
variables in patients, suggesting that the decoupling strength of
functional-structural connectivity might be an important characteristic reflecting
the mechanisms of USSHL and may be used as a potential biomarker to detect
subtle brain abnormalities in USSHL.
Discussion and Conclusion
This is the first study to explore the
altered topological organization in USSHL combining functional and structural connectome, which providing a new way to understand the pathophysiological
mechanisms of USSHL. We found, using graph theory analysis, that detectable
alteration of network organization occurred in USSHL patients within the acute
period at the global and regional level. The structural–functional connectome
of USSHL patients is characterized by a shift toward small-worldization with a
significant increase in the clustering coefficient, the global efficiency and
the local efficiency but a significant decrease in the characteristic path
length, which may indicate a plastic reorganization procedure of the brain to
compensate for the loss hearing in USSHL. Moreover, the degree of coupling between
structural and functional connectome was decreased, which may reflect the pathophysiological
mechanisms of USSHL. We hope these findings will help to
elucidate unilateral USSHL through a new research perspective
and provide insight for the potential pathophysiology.
Acknowledgements
This research
was supported by the National Natural Science Foundation of China (No.
81171386), Hubei Key Laboratory Foundation of Molecular Imaging (NO. 2008-69), and
the Hubei Natural Science Foundation (No. 2009CDB008).References
No reference found.