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Altered Dynamic Amplitude of Low-Frequency Fluctuations in Patients With Migraine Without Aura

Migraine is a chronic and idiopathic disorder leading to cognitive and affective problems. However, the neural basis of migraine without aura is still unclear. In this study, dynamic amplitude of low-frequency fluctuations (dALFF) analyses were performed in 21 patients with migraine without aura and...

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Autores principales: Chen, Hong, Qi, Guiqiang, Zhang, Yingxia, Huang, Ying, Zhang, Shaojin, Yang, Dongjun, He, Junwei, Mu, Lan, Zhou, Lin, Zeng, Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7928334/
https://www.ncbi.nlm.nih.gov/pubmed/33679354
http://dx.doi.org/10.3389/fnhum.2021.636472
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author Chen, Hong
Qi, Guiqiang
Zhang, Yingxia
Huang, Ying
Zhang, Shaojin
Yang, Dongjun
He, Junwei
Mu, Lan
Zhou, Lin
Zeng, Min
author_facet Chen, Hong
Qi, Guiqiang
Zhang, Yingxia
Huang, Ying
Zhang, Shaojin
Yang, Dongjun
He, Junwei
Mu, Lan
Zhou, Lin
Zeng, Min
author_sort Chen, Hong
collection PubMed
description Migraine is a chronic and idiopathic disorder leading to cognitive and affective problems. However, the neural basis of migraine without aura is still unclear. In this study, dynamic amplitude of low-frequency fluctuations (dALFF) analyses were performed in 21 patients with migraine without aura and 21 gender- and age-matched healthy controls to identify the voxel-level abnormal functional dynamics. Significantly decreased dALFF in the bilateral anterior insula, bilateral lateral orbitofrontal cortex, bilateral medial prefrontal cortex, bilateral anterior cingulate cortex, and left middle frontal cortex were found in patients with migraine without aura. The dALFF values in the anterior cingulate cortex were negatively correlated with pain intensity, i.e., visual analog scale. Finally, support vector machine was used to classify patients with migraine without aura from healthy controls and achieved an accuracy of 83.33%, sensitivity of 90.48%, and specificity of 76.19%. Our findings provide the evidence that migraine influences the brain functional activity dynamics and reveal the neural basis for migraine, which could facilitate understanding the neuropathology of migraine and future treatment.
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spelling pubmed-79283342021-03-04 Altered Dynamic Amplitude of Low-Frequency Fluctuations in Patients With Migraine Without Aura Chen, Hong Qi, Guiqiang Zhang, Yingxia Huang, Ying Zhang, Shaojin Yang, Dongjun He, Junwei Mu, Lan Zhou, Lin Zeng, Min Front Hum Neurosci Human Neuroscience Migraine is a chronic and idiopathic disorder leading to cognitive and affective problems. However, the neural basis of migraine without aura is still unclear. In this study, dynamic amplitude of low-frequency fluctuations (dALFF) analyses were performed in 21 patients with migraine without aura and 21 gender- and age-matched healthy controls to identify the voxel-level abnormal functional dynamics. Significantly decreased dALFF in the bilateral anterior insula, bilateral lateral orbitofrontal cortex, bilateral medial prefrontal cortex, bilateral anterior cingulate cortex, and left middle frontal cortex were found in patients with migraine without aura. The dALFF values in the anterior cingulate cortex were negatively correlated with pain intensity, i.e., visual analog scale. Finally, support vector machine was used to classify patients with migraine without aura from healthy controls and achieved an accuracy of 83.33%, sensitivity of 90.48%, and specificity of 76.19%. Our findings provide the evidence that migraine influences the brain functional activity dynamics and reveal the neural basis for migraine, which could facilitate understanding the neuropathology of migraine and future treatment. Frontiers Media S.A. 2021-02-10 /pmc/articles/PMC7928334/ /pubmed/33679354 http://dx.doi.org/10.3389/fnhum.2021.636472 Text en Copyright © 2021 Chen, Qi, Zhang, Huang, Zhang, Yang, He, Mu, Zhou and Zeng. 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 Human Neuroscience
Chen, Hong
Qi, Guiqiang
Zhang, Yingxia
Huang, Ying
Zhang, Shaojin
Yang, Dongjun
He, Junwei
Mu, Lan
Zhou, Lin
Zeng, Min
Altered Dynamic Amplitude of Low-Frequency Fluctuations in Patients With Migraine Without Aura
title Altered Dynamic Amplitude of Low-Frequency Fluctuations in Patients With Migraine Without Aura
title_full Altered Dynamic Amplitude of Low-Frequency Fluctuations in Patients With Migraine Without Aura
title_fullStr Altered Dynamic Amplitude of Low-Frequency Fluctuations in Patients With Migraine Without Aura
title_full_unstemmed Altered Dynamic Amplitude of Low-Frequency Fluctuations in Patients With Migraine Without Aura
title_short Altered Dynamic Amplitude of Low-Frequency Fluctuations in Patients With Migraine Without Aura
title_sort altered dynamic amplitude of low-frequency fluctuations in patients with migraine without aura
topic Human Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7928334/
https://www.ncbi.nlm.nih.gov/pubmed/33679354
http://dx.doi.org/10.3389/fnhum.2021.636472
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