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Altered amygdala effective connectivity in migraine without aura: evidence from resting‐state fMRI with Granger causality analysis

Background Granger causality analysis (GCA) has been used to investigate the pathophysiology of migraine. Amygdala plays a key role in pain modulation of migraine attack. However, the detailed neuromechanism remained to be elucidated. We applied GCA to explore the amygdala-based directional effectiv...

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Published in:Journal of headache and pain 2021-04, Vol.22 (1), p.25-25, Article 25
Main Authors: Huang, Xiaobin, Zhang, Di, Wang, Peng, Mao, Cunnan, Miao, Zhengfei, Liu, Chunmei, Xu, Chenjie, Yin, Xindao, Wu, Xinying
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container_issue 1
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container_title Journal of headache and pain
container_volume 22
creator Huang, Xiaobin
Zhang, Di
Wang, Peng
Mao, Cunnan
Miao, Zhengfei
Liu, Chunmei
Xu, Chenjie
Yin, Xindao
Wu, Xinying
description Background Granger causality analysis (GCA) has been used to investigate the pathophysiology of migraine. Amygdala plays a key role in pain modulation of migraine attack. However, the detailed neuromechanism remained to be elucidated. We applied GCA to explore the amygdala-based directional effective connectivity in migraine without aura (MwoA) and to determine the relation with clinical characteristics. Methods Forty-five MwoA patients and forty age-, sex-, and years of education-matched healthy controls(HCs) underwent resting-state functional magnetic resonance imaging (fMRI). Bilateral amygdala were used as seed regions in GCA to investigate directional effective connectivity and relation with migraine duration or attack frequency. Results MwoA patients showed significantly decreased effective connectivity from right amygdala to right superior temporal gyrus, left superior temporal gyrus and right precentral gyrus compared with HCs. Furthermore, MwoA patients demonstrated significantly decreased effective connectivity from the left amygdala to the ipsilateral superior temporal gyrus. Also, MwoA patients showed enhanced effective connectivity from left inferior frontal gyrus to left amygdala. Effective connectivity outflow from right amygdala to right precentral gyrus was negatively correlated to disease duration. Conclusions Altered directional effective connectivity of amygdala demonstrated that neurolimbic pain networks contribute to multisensory integration abnormalities and deficits in pain modulation of MwoA patients.
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Amygdala plays a key role in pain modulation of migraine attack. However, the detailed neuromechanism remained to be elucidated. We applied GCA to explore the amygdala-based directional effective connectivity in migraine without aura (MwoA) and to determine the relation with clinical characteristics. Methods Forty-five MwoA patients and forty age-, sex-, and years of education-matched healthy controls(HCs) underwent resting-state functional magnetic resonance imaging (fMRI). Bilateral amygdala were used as seed regions in GCA to investigate directional effective connectivity and relation with migraine duration or attack frequency. Results MwoA patients showed significantly decreased effective connectivity from right amygdala to right superior temporal gyrus, left superior temporal gyrus and right precentral gyrus compared with HCs. Furthermore, MwoA patients demonstrated significantly decreased effective connectivity from the left amygdala to the ipsilateral superior temporal gyrus. Also, MwoA patients showed enhanced effective connectivity from left inferior frontal gyrus to left amygdala. Effective connectivity outflow from right amygdala to right precentral gyrus was negatively correlated to disease duration. Conclusions Altered directional effective connectivity of amygdala demonstrated that neurolimbic pain networks contribute to multisensory integration abnormalities and deficits in pain modulation of MwoA patients.</description><identifier>ISSN: 1129-2369</identifier><identifier>EISSN: 1129-2377</identifier><identifier>DOI: 10.1186/s10194-021-01240-8</identifier><identifier>PMID: 33858323</identifier><language>eng</language><publisher>Milan: Springer Milan</publisher><subject>Amygdala ; Amygdala - diagnostic imaging ; Brain ; Brain Mapping ; Causality ; Frontal gyrus ; Functional magnetic resonance imaging ; Granger causality analysis ; Headache ; Humans ; Internal Medicine ; Magnetic Resonance Imaging ; Medicine ; Medicine &amp; Public Health ; Migraine ; Migraine without Aura - diagnostic imaging ; Neural networks ; Neurology ; Pain ; Pain management ; Pain Medicine ; Pain modulation ; Precentral gyrus ; Prefrontal Cortex ; Research Article ; Sensory integration ; Superior temporal gyrus ; Temporal gyrus</subject><ispartof>Journal of headache and pain, 2021-04, Vol.22 (1), p.25-25, Article 25</ispartof><rights>The Author(s) 2021</rights><rights>The Author(s) 2021. 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Amygdala plays a key role in pain modulation of migraine attack. However, the detailed neuromechanism remained to be elucidated. We applied GCA to explore the amygdala-based directional effective connectivity in migraine without aura (MwoA) and to determine the relation with clinical characteristics. Methods Forty-five MwoA patients and forty age-, sex-, and years of education-matched healthy controls(HCs) underwent resting-state functional magnetic resonance imaging (fMRI). Bilateral amygdala were used as seed regions in GCA to investigate directional effective connectivity and relation with migraine duration or attack frequency. Results MwoA patients showed significantly decreased effective connectivity from right amygdala to right superior temporal gyrus, left superior temporal gyrus and right precentral gyrus compared with HCs. Furthermore, MwoA patients demonstrated significantly decreased effective connectivity from the left amygdala to the ipsilateral superior temporal gyrus. Also, MwoA patients showed enhanced effective connectivity from left inferior frontal gyrus to left amygdala. Effective connectivity outflow from right amygdala to right precentral gyrus was negatively correlated to disease duration. 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Amygdala plays a key role in pain modulation of migraine attack. However, the detailed neuromechanism remained to be elucidated. We applied GCA to explore the amygdala-based directional effective connectivity in migraine without aura (MwoA) and to determine the relation with clinical characteristics. Methods Forty-five MwoA patients and forty age-, sex-, and years of education-matched healthy controls(HCs) underwent resting-state functional magnetic resonance imaging (fMRI). Bilateral amygdala were used as seed regions in GCA to investigate directional effective connectivity and relation with migraine duration or attack frequency. Results MwoA patients showed significantly decreased effective connectivity from right amygdala to right superior temporal gyrus, left superior temporal gyrus and right precentral gyrus compared with HCs. Furthermore, MwoA patients demonstrated significantly decreased effective connectivity from the left amygdala to the ipsilateral superior temporal gyrus. Also, MwoA patients showed enhanced effective connectivity from left inferior frontal gyrus to left amygdala. Effective connectivity outflow from right amygdala to right precentral gyrus was negatively correlated to disease duration. Conclusions Altered directional effective connectivity of amygdala demonstrated that neurolimbic pain networks contribute to multisensory integration abnormalities and deficits in pain modulation of MwoA patients.</abstract><cop>Milan</cop><pub>Springer Milan</pub><pmid>33858323</pmid><doi>10.1186/s10194-021-01240-8</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record>
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subjects Amygdala
Amygdala - diagnostic imaging
Brain
Brain Mapping
Causality
Frontal gyrus
Functional magnetic resonance imaging
Granger causality analysis
Headache
Humans
Internal Medicine
Magnetic Resonance Imaging
Medicine
Medicine & Public Health
Migraine
Migraine without Aura - diagnostic imaging
Neural networks
Neurology
Pain
Pain management
Pain Medicine
Pain modulation
Precentral gyrus
Prefrontal Cortex
Research Article
Sensory integration
Superior temporal gyrus
Temporal gyrus
title Altered amygdala effective connectivity in migraine without aura: evidence from resting‐state fMRI with Granger causality analysis
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