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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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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. |
format | Online Article Text |
id | pubmed-7928334 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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