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Abnormalities of Thalamic Functional Connectivity in Patients with Migraine: A Resting-State fMRI Study

INTRODUCTION: Migraine is a common headache disorder. Many studies have used magnetic resonance imaging (MRI) to explore the possible pathogenesis of migraine, but they have not reached consistent conclusions and lack rigorous multiple comparison correction. Thus, this study investigates the mechani...

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Autores principales: Cao, Zi-Min, Chen, Yi-Chao, Liu, Guo-Yun, Wang, Xu, Shi, An-Qi, Xu, Lu-Fan, Li, Zhi-Jun, Huo, Jian-Wei, Zhang, Ya-Nan, Liu, Ni, Yan, Chao-Qun, Wang, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Healthcare 2022
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9098714/
https://www.ncbi.nlm.nih.gov/pubmed/35220550
http://dx.doi.org/10.1007/s40122-022-00365-1
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author Cao, Zi-Min
Chen, Yi-Chao
Liu, Guo-Yun
Wang, Xu
Shi, An-Qi
Xu, Lu-Fan
Li, Zhi-Jun
Huo, Jian-Wei
Zhang, Ya-Nan
Liu, Ni
Yan, Chao-Qun
Wang, Jun
author_facet Cao, Zi-Min
Chen, Yi-Chao
Liu, Guo-Yun
Wang, Xu
Shi, An-Qi
Xu, Lu-Fan
Li, Zhi-Jun
Huo, Jian-Wei
Zhang, Ya-Nan
Liu, Ni
Yan, Chao-Qun
Wang, Jun
author_sort Cao, Zi-Min
collection PubMed
description INTRODUCTION: Migraine is a common headache disorder. Many studies have used magnetic resonance imaging (MRI) to explore the possible pathogenesis of migraine, but they have not reached consistent conclusions and lack rigorous multiple comparison correction. Thus, this study investigates the mechanisms of migraine development from the perspective of altered functional connectivity (FC) in brain regions by using data-driven and regions of interest (ROI)-based approaches. METHODS: Resting-state functional MRI data were collected from 30 patients with migraine and 40 healthy controls (HCs) matched for age, gender, and years of education. For the data-driven method, we used a voxel-mirrored homotopic connectivity (VMHC) approach to compare the FC between the patients and HCs. For the ROI-based method, significant differences in VMHC maps between the patients and HCs were defined as ROI. The seed-based approach further revealed significant differences in FC between the seeds and the other brain regions. Furthermore, the correlations between abnormal FC and clinical characteristics of patients were investigated. A rigorous multiple comparison correction was used with false discovery rate and permutation test (5000 times). RESULTS: In comparison with the controls group, patients showed enhanced VMHC in the bilateral thalamus. We also observed enhanced FC between the left thalamus and the left superior frontal gyrus, and increased FC between the right thalamus and the left middle frontal gyrus (Brodmann area 45 and Brodmann area 8) in patients. Further analysis showed that the FC values in the left superior frontal gyrus and left middle frontal gyrus were negatively corrected with visual analogue scale scores or attack times for headaches. CONCLUSIONS: Patients with migraine showed altered VMHC in the bilateral thalamus, and abnormal FC of bilateral thalamus and other brain regions. The abnormalities in thalamic FC are a likely mechanism for the development of migraine. TRIAL REGISTRATION: Chinese Clinical Trial Registry, ChiCTR2000033995. Registered on 20 June 2020.
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spelling pubmed-90987142022-05-14 Abnormalities of Thalamic Functional Connectivity in Patients with Migraine: A Resting-State fMRI Study Cao, Zi-Min Chen, Yi-Chao Liu, Guo-Yun Wang, Xu Shi, An-Qi Xu, Lu-Fan Li, Zhi-Jun Huo, Jian-Wei Zhang, Ya-Nan Liu, Ni Yan, Chao-Qun Wang, Jun Pain Ther Original Research INTRODUCTION: Migraine is a common headache disorder. Many studies have used magnetic resonance imaging (MRI) to explore the possible pathogenesis of migraine, but they have not reached consistent conclusions and lack rigorous multiple comparison correction. Thus, this study investigates the mechanisms of migraine development from the perspective of altered functional connectivity (FC) in brain regions by using data-driven and regions of interest (ROI)-based approaches. METHODS: Resting-state functional MRI data were collected from 30 patients with migraine and 40 healthy controls (HCs) matched for age, gender, and years of education. For the data-driven method, we used a voxel-mirrored homotopic connectivity (VMHC) approach to compare the FC between the patients and HCs. For the ROI-based method, significant differences in VMHC maps between the patients and HCs were defined as ROI. The seed-based approach further revealed significant differences in FC between the seeds and the other brain regions. Furthermore, the correlations between abnormal FC and clinical characteristics of patients were investigated. A rigorous multiple comparison correction was used with false discovery rate and permutation test (5000 times). RESULTS: In comparison with the controls group, patients showed enhanced VMHC in the bilateral thalamus. We also observed enhanced FC between the left thalamus and the left superior frontal gyrus, and increased FC between the right thalamus and the left middle frontal gyrus (Brodmann area 45 and Brodmann area 8) in patients. Further analysis showed that the FC values in the left superior frontal gyrus and left middle frontal gyrus were negatively corrected with visual analogue scale scores or attack times for headaches. CONCLUSIONS: Patients with migraine showed altered VMHC in the bilateral thalamus, and abnormal FC of bilateral thalamus and other brain regions. The abnormalities in thalamic FC are a likely mechanism for the development of migraine. TRIAL REGISTRATION: Chinese Clinical Trial Registry, ChiCTR2000033995. Registered on 20 June 2020. Springer Healthcare 2022-02-27 2022-06 /pmc/articles/PMC9098714/ /pubmed/35220550 http://dx.doi.org/10.1007/s40122-022-00365-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/Open AccessThis article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) .
spellingShingle Original Research
Cao, Zi-Min
Chen, Yi-Chao
Liu, Guo-Yun
Wang, Xu
Shi, An-Qi
Xu, Lu-Fan
Li, Zhi-Jun
Huo, Jian-Wei
Zhang, Ya-Nan
Liu, Ni
Yan, Chao-Qun
Wang, Jun
Abnormalities of Thalamic Functional Connectivity in Patients with Migraine: A Resting-State fMRI Study
title Abnormalities of Thalamic Functional Connectivity in Patients with Migraine: A Resting-State fMRI Study
title_full Abnormalities of Thalamic Functional Connectivity in Patients with Migraine: A Resting-State fMRI Study
title_fullStr Abnormalities of Thalamic Functional Connectivity in Patients with Migraine: A Resting-State fMRI Study
title_full_unstemmed Abnormalities of Thalamic Functional Connectivity in Patients with Migraine: A Resting-State fMRI Study
title_short Abnormalities of Thalamic Functional Connectivity in Patients with Migraine: A Resting-State fMRI Study
title_sort abnormalities of thalamic functional connectivity in patients with migraine: a resting-state fmri study
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9098714/
https://www.ncbi.nlm.nih.gov/pubmed/35220550
http://dx.doi.org/10.1007/s40122-022-00365-1
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