Yilin Zhao1, Jun Chen1, and Hui Lin2
1Radiology, Renmin Hospital of Wuhan University, Wuhan, People's Republic of China, 2GE Healthcare, GE MR Research China, People's Republic of China
Synopsis
Resting-state
fMRI reflected spontaneous baseline neuronal activity.The fractional amplitude
of low frequency fluctuation (fALFF) and regional homogeneity(ReHo) method had
been developed to analyze the blood oxygenation level-dependent signal
fluctuations in voxelwise analysis across the whole brain.In this study, we combined
two resting-state fMRI algorithm to explore the features of brain spontaneous
activities in chronic alcoholics.The results indicated the abnormality
activities of some nodes in the default mode network and reward circuit. It is our hope that in future studies
this technique may provide the opportunity to examine the integrity of networks
involving the above loops in chronic alcoholics.
PURPOSE
Excessive
alcohol abuse can cause structural and functional abnormalities of the brain1,2.
Many methods have been proposed to assess alcohol-related brain damage with
single algorithm.The present study used different resting-state fMRI algorithm(fALFF3
and Reho4) to detect the characteristics of spontaneous neuronal
activity in chronic alcoholics,and
to study the relationship between of resting state and the observed clinical
symptom in chronic alcoholics.METHODS
24
alcohol dependent individuals and 22 healthy subjects were enrolled. They all
underwent a resting state fMRI scanning on a GE 3.0T MR scanner. All resting
state fMRI data were processed using DPARSF software based on MATLABE, SPM and
REST operating environment to achieve the whole brain fractional amplitude of
low frequency fluctuation (fALFF) data and the regional homogeneity (ReHo)
data. One-sample t-tests were performed to analyze the difference of fALFF data
and ReHo data within the alcohol dependent group and the healthy control group
respectively. Two-sample t-tests were performed to analyze the difference
between fALFF data and ReHo data of the two groups of the alcohol dependent
group and the normal control group. The Montreal Neurological Institute (MNI)
coordinates of the statistically significant region were recorded to achieve
the specific anatomical location of these regions, with t recorded.RESULTS
one-sample t-test results of
fALFF within normal control group and alcohol dependent group indicated that
fALFF values increased significantly in posterior cingulate cortex (PCC) and
precuneus (PCu). Those areas were at the center, bilateral frontal, parietal,
temporal lobe and anterior cingulate of the two groups (Fig.1);increased ReHo
values were observed in the same regions where fALFF were increased and several
additional areas included bilateral basal ganglia area and, cerebellum in both
groups (Fig.2).Compared with the control group, the alcohol dependent group
demonstrated that fALFF were reduced in bilateral medial prefrontal gyrus, left
inferior temporal gyrus, left posterior lobe of cerebellum, right inferior
occipital gyrus and left precuneus (P﹤0.05)
(Fig.3), but increased in bilateral dorsal thalamus, anterior cingulate,
bilateral inferior frontal gyrus, right middle frontal gyrus (P﹤0.05)
(Fig.3).The alcohol dependent group demonstrated that ReHo were reduced in
right superior temporal gyrus, bilateral postcentral gyrus, left posterior lobe
of cerebellum, left insular lobe, left precentral gyrus, left caudate nucleus,
the splenium of corpus callosum (P﹤0.05)
(Fig.4), but increased in right postcentral gyrus, right middle and inferior
frontal gyrus, left posterior lobe of cerebellum, left middle frontal gyrus,
left inferior occipital gyrus and anterior cingulate (P <0.05) (Fig.5).CONCLUSIONS
With different resting-state fMRI
algorithm,it indicated consistently that:1)
Default mode network exists in alcohol dependent individuals, and the activity
of the node of cerebellum and, precuneus are abnormal in alcohol dependent
group. 2) Alcohol dependent individuals has abnormal activity in multiple brain
areas during resting state, and these areas might be related with clinical
manifestation and pathophysiology. 3) Similar to individuals with other substance
addiction, reward circuit exist and the connection enhanced in alcohol
dependent individuals.Acknowledgements
The
authors would like to thank the anonymous reviewers for their significant and
constructive comments and suggestions which greatly improved the paper. We are
also gratefully thankful for the support and assistance from Hui Lin of the
Advanced Application Team of GE Healthcare China.References
1.Harper,
C., The neuropathology of alcohol-related brain damage. Alcohol
Alcohol.2009;44(2):136-140.
2.Chanraud
S,Pitel AL,Rohlfing T., et al., Dual tasking and working memory in alcoholism:
relation to frontocerebellar circuitry. Neuropsychopharmacology.2010;35(9):1868-1878.
3.Zou
QH,Zhu CZ.Yang Y., et al., An improved approach to detection of amplitude of
low-frequency fluctuation (ALFF) for resting-state fMRI: fractional ALFF. J Neurosci
Methods.2008;172(1): 137-141.
4.Zang
Y,Jiang T,Lu Y., et al.,Regional homogeneity approach to fMRI data analysis.
Neuroimage.2004;22(1):394-400.