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NR4A1 Methylation Associated Multimodal Neuroimaging Patterns Impaired in Temporal Lobe Epilepsy

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 clarifie...

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Autores principales: Zhi, Dongmei, Wu, Wenyue, Xiao, Bo, Qi, Shile, Jiang, Rongtao, Yang, Xingdong, Yang, Jian, Xiao, Wenbiao, Liu, Chaorong, Long, Hongyu, Calhoun, Vince D., Long, Lili, Sui, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7372187/
https://www.ncbi.nlm.nih.gov/pubmed/32760244
http://dx.doi.org/10.3389/fnins.2020.00727
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author Zhi, Dongmei
Wu, Wenyue
Xiao, Bo
Qi, Shile
Jiang, Rongtao
Yang, Xingdong
Yang, Jian
Xiao, Wenbiao
Liu, Chaorong
Long, Hongyu
Calhoun, Vince D.
Long, Lili
Sui, Jing
author_facet Zhi, Dongmei
Wu, Wenyue
Xiao, Bo
Qi, Shile
Jiang, Rongtao
Yang, Xingdong
Yang, Jian
Xiao, Wenbiao
Liu, Chaorong
Long, Hongyu
Calhoun, Vince D.
Long, Lili
Sui, Jing
author_sort Zhi, Dongmei
collection PubMed
description 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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spelling pubmed-73721872020-08-04 NR4A1 Methylation Associated Multimodal Neuroimaging Patterns Impaired in Temporal Lobe Epilepsy Zhi, Dongmei Wu, Wenyue Xiao, Bo Qi, Shile Jiang, Rongtao Yang, Xingdong Yang, Jian Xiao, Wenbiao Liu, Chaorong Long, Hongyu Calhoun, Vince D. Long, Lili Sui, Jing Front Neurosci Neuroscience 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. Frontiers Media S.A. 2020-07-14 /pmc/articles/PMC7372187/ /pubmed/32760244 http://dx.doi.org/10.3389/fnins.2020.00727 Text en Copyright © 2020 Zhi, Wu, Xiao, Qi, Jiang, Yang, Yang, Xiao, Liu, Long, Calhoun, Long and Sui. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Zhi, Dongmei
Wu, Wenyue
Xiao, Bo
Qi, Shile
Jiang, Rongtao
Yang, Xingdong
Yang, Jian
Xiao, Wenbiao
Liu, Chaorong
Long, Hongyu
Calhoun, Vince D.
Long, Lili
Sui, Jing
NR4A1 Methylation Associated Multimodal Neuroimaging Patterns Impaired in Temporal Lobe Epilepsy
title NR4A1 Methylation Associated Multimodal Neuroimaging Patterns Impaired in Temporal Lobe Epilepsy
title_full NR4A1 Methylation Associated Multimodal Neuroimaging Patterns Impaired in Temporal Lobe Epilepsy
title_fullStr NR4A1 Methylation Associated Multimodal Neuroimaging Patterns Impaired in Temporal Lobe Epilepsy
title_full_unstemmed NR4A1 Methylation Associated Multimodal Neuroimaging Patterns Impaired in Temporal Lobe Epilepsy
title_short NR4A1 Methylation Associated Multimodal Neuroimaging Patterns Impaired in Temporal Lobe Epilepsy
title_sort nr4a1 methylation associated multimodal neuroimaging patterns impaired in temporal lobe epilepsy
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7372187/
https://www.ncbi.nlm.nih.gov/pubmed/32760244
http://dx.doi.org/10.3389/fnins.2020.00727
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