NR4A1 Methylation Associated Multimodal Neuroimaging Patterns Impaired in Temporal Lobe Epilepsy

被引:1
作者
Zhi, Dongmei [1 ,2 ,3 ]
Wu, Wenyue [4 ,5 ]
Xiao, Bo [4 ]
Qi, Shile [6 ]
Jiang, Rongtao [1 ,2 ,3 ]
Yang, Xingdong [7 ]
Yang, Jian [8 ]
Xiao, Wenbiao [4 ]
Liu, Chaorong [4 ]
Long, Hongyu [4 ]
Calhoun, Vince D. [6 ]
Long, Lili [4 ]
Sui, Jing [1 ,2 ,3 ,6 ,9 ]
机构
[1] Chinese Acad Sci, Brainnetome Ctr, Beijing, Peoples R China
[2] Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing, Peoples R China
[3] Univ Chinese Acad Sci, Beijing, Peoples R China
[4] Cent South Univ, Xiangya Hosp, Dept Neurol, Changsha, Peoples R China
[5] Nanchang Univ, Affiliated Hosp 2, Dept Neurol, Nanchang, Jiangxi, Peoples R China
[6] Emory Univ, Georgia State Univ, Georgia Inst Technol, Triinst Ctr Translat Res Neuroimaging & Data Sci, Atlanta, GA 30322 USA
[7] Beijing Haidian Hosp, Dept Neurol, Beijing, Peoples R China
[8] Beijing Inst Technol, Sch Opt & Elect, Beijing Engn Res Ctr Mixed Real & Adv Display, Beijing, Peoples R China
[9] Chinese Acad Sci, CAS Ctr Excellence Brain Sci & Intelligence Techn, Inst Automat, Beijing, Peoples R China
关键词
temporal lobe epilepsy; multimodal fusion; functional connectivity; fractional anisotropy; gray matter volume; WHITE-MATTER ABNORMALITIES; VOXEL-BASED MORPHOMETRY; EPIGENETIC MECHANISMS; CEREBELLAR ATROPHY; SEIZURE ONSET; THALAMUS; EXPRESSION; SCLEROSIS; DURATION; BRAIN;
D O I
10.3389/fnins.2020.00727
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
DNA hypermethylation has been widely observed in temporal lobe epilepsy (TLE), in which NR4A1 knockdown has been reported to be able to alleviate seizure severity in mouse model, while the underlying methylation-imaging pathway modulated by aberrant methylation levels of NR4A1 remains to be clarified in patients with TLE. Here, using multi-site canonical correlation analysis with reference, methylation levels of NR4A1 in blood were used as priori to guide fusion of three MRI features: functional connectivity (FC), fractional anisotropy (FA), and gray matter volume (GMV) for 56 TLE patients and 65 healthy controls. Post-hoc correlations were further evaluated between the identified NR4A1-associated brain components and disease onset. Results suggested that higher NR4A1 methylation levels in TLE were related with impaired temporal-cerebellar and occipital-cerebellar FC strength, lower FA in cingulum (hippocampus), and reduced GMV in putamen, temporal pole, and cerebellum. Moreover, findings were also replicated well in both patient subsets with either right TLE or left TLE only. Particularly, right TLE patients showed poorer cognitive abilities and more severe brain impairment than left TLE patients, especially more reduced GMV in thalamus. In summary, this work revealed a potential imaging-methylation pathway modulated by higher NR4A1 methylation in TLE via data mining, which may impact the above-mentioned multimodal brain circuits and was also associated with earlier disease onset and more cognitive deficits.
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页数:10
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