Jing Liu1, Xiufen Liu2, zhizheng Zhuo3, Juan Wei4, Queenie Chan5, and Xiaoying Wang1
1Radiology, Peking University First Hospital, Beijing, China, People's Republic of, 2Anesthesiology, Peking University First Hospital, Beijing, China, People's Republic of, 3Philips Healthcare Beijing China, Beijing, China, People's Republic of, 4Philips Research China, Shanghai, China, Shanghai, China, People's Republic of, 5Philips Healthcare, China, Hongkong, China, People's Republic of
Synopsis
An
altered functional network was found in the brain of LP here represents a less
optimal network organization in the LP. It has been suggested that the
small-world structure reflects an optimal balance between local processing and
global integration. And the small-world structure of LP brain networks maybe
destroyed due to the chronic LP.Purpose Small-world is an attractive model for the description
of complex brain networks. In the current study, we aim to investigate the functional
network changes of patients suffering from lumbosacral pain
(LP) and relate LP pain to small-world
properties of brain functional networks.
Methods Functional MRI (fMRI) was performed on 20 LP patients
and 17 age and gender-matched normal controls during resting state. Both 3D-T1W
and rs-fMRI were acquired by using a 3.0T MR scanner (Philips Achieva TX, Best,
The Netherlands). Pain degrees of all the patients were assessed by a
mechanical Visual Analog Scale (VAS). Network-Based Statistic (NBS) was
performed to in investigate the difference between LP patients and normal
controls. Several small-world parameters of the networks were calculated,
including: clustering coefficient (Cp), characteristic path length (Lp),
local efficiency (Eloc) and global efficiency (Eg) which
reflect the network efficiency.
Results Compared
to normal controls, significantly decreased functional connectivity especially related
to anterior
cingulate cortex, middle cingulate cortex, post
cingulate cortex, inferior frontal gyrus, middle temporal gyrus, occipital
gyrus, postcentral gyrus, precentral gyrus, supplementary motor area, thalamus,
fusiform, caudate and cerebellum was found. The
brain networks of the LP group demonstrated increased Lp and decreased
Cp, Eloc and Eg which denoted that LP had the tendency
of a disorder-related network which is unstable and low efficient compared with
healthy controls. The ROC demonstrated that Cp, Lp, Eloc
and Eg have the prominent ability to discriminate the LP patients
from normal controls.
Discussion
A small-world network was applied in pain for the
first time and an altered functional network was found in the brain of LP pain. In particular, a tendency of shift toward random networks was
demonstrated in LP and shift away from random networks after treatment for LP pain. And this tendency is increasing as VAS increases. Random networks have
less modularized information processing or fault-tolerance as compared to
small-world networks3. Our findings suggested that the structural
brain networks in LP patients tend to have a more randomized configuration
while lidocaine therapy could benefit in reconstruct the brain networks into a
high efficient functional network. Besides, we also found the significant correlation
between the topological measures of the efficient small-world attributes in
some brain regions and VAS in LP, including ACC, striatum and parahippocampal
gyrus showed the trend of correlation with VAS. It may suggest these brain
areas were significantly affected by LP pain.
Conclusion
An altered functional network was found in the
brain of LP here represents a less optimal network organization in the LP. It
has been suggested that the small-world structure reflects an optimal balance
between local processing and global integration. And the small-world structure
of LP brain networks maybe destroyed due to the chronic LP.
Acknowledgements
All the patients participating in this studyReferences
[1] Wong EC et al., Magn Reson Med. 39:702-8. [2] Tzourio-Mazoyer N et al., Neuroimage 15:273–289. [3] Liang Wang et al., Human Brain Mapping 30:638–649 (2009)