Increased connectivity of pain matrix in chronic migraine: a resting-state functional MRI study
Objective To investigate the whole-brain resting-state functional connectivity in patients with chronic migraine (CM) using a data-driven method. Methods We prospectively recruited patients with either episodic migraine (EM) or CM aged 18–60 years who visited the headache clinic of the Samsung Medic...
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Published in: | Journal of headache and pain Vol. 20; no. 1; p. 29 |
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Abstract | Objective
To investigate the whole-brain resting-state functional connectivity in patients with chronic migraine (CM) using a data-driven method.
Methods
We prospectively recruited patients with either episodic migraine (EM) or CM aged 18–60 years who visited the headache clinic of the Samsung Medical Center from July 2016 to December 2017. All patients underwent 3 T MRI using an identical scanner. Patients were considered interictal if they did not have a migraine headache at the day and ± 1 days of functional MRI acquisition. Using the group-independent component analysis (ICA), connectivity analysis with a weighted and undirected network model was performed. The between-group differences in degree centrality (DC) values were assessed using 5000 permutation tests corrected with false discovery rate (FDR).
Results
A total of 62 patients (44 EM and 18 CM) were enrolled in this study. Among the seven functionally interpretable spatially independent components (ICs) identified, only one IC, interpreted as the pain matrix, showed a significant between-group difference in DC (CM > EM,
p
= 0.046). This association remained significant after adjustment for age, sex, migraine with aura (MWA), allodynia, depression, and anxiety (
p
= 0.038). The pain matrix was functionally correlated with the hypothalamus (
p
= 0.040, EM > CM) and dorsal raphe nucleus (
p
= 0.039, CM > EM) with different levels of strength in EM and CM.
Conclusion
CM patients have a stronger connectivity in the pain matrix than do EM patients. Functional alteration of the pain network might play a role in migraine chronification. |
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AbstractList | To investigate the whole-brain resting-state functional connectivity in patients with chronic migraine (CM) using a data-driven method.
We prospectively recruited patients with either episodic migraine (EM) or CM aged 18-60 years who visited the headache clinic of the Samsung Medical Center from July 2016 to December 2017. All patients underwent 3 T MRI using an identical scanner. Patients were considered interictal if they did not have a migraine headache at the day and ± 1 days of functional MRI acquisition. Using the group-independent component analysis (ICA), connectivity analysis with a weighted and undirected network model was performed. The between-group differences in degree centrality (DC) values were assessed using 5000 permutation tests corrected with false discovery rate (FDR).
A total of 62 patients (44 EM and 18 CM) were enrolled in this study. Among the seven functionally interpretable spatially independent components (ICs) identified, only one IC, interpreted as the pain matrix, showed a significant between-group difference in DC (CM > EM, p = 0.046). This association remained significant after adjustment for age, sex, migraine with aura (MWA), allodynia, depression, and anxiety (p = 0.038). The pain matrix was functionally correlated with the hypothalamus (p = 0.040, EM > CM) and dorsal raphe nucleus (p = 0.039, CM > EM) with different levels of strength in EM and CM.
CM patients have a stronger connectivity in the pain matrix than do EM patients. Functional alteration of the pain network might play a role in migraine chronification. Abstract Objective To investigate the whole-brain resting-state functional connectivity in patients with chronic migraine (CM) using a data-driven method. Methods We prospectively recruited patients with either episodic migraine (EM) or CM aged 18–60 years who visited the headache clinic of the Samsung Medical Center from July 2016 to December 2017. All patients underwent 3 T MRI using an identical scanner. Patients were considered interictal if they did not have a migraine headache at the day and ± 1 days of functional MRI acquisition. Using the group-independent component analysis (ICA), connectivity analysis with a weighted and undirected network model was performed. The between-group differences in degree centrality (DC) values were assessed using 5000 permutation tests corrected with false discovery rate (FDR). Results A total of 62 patients (44 EM and 18 CM) were enrolled in this study. Among the seven functionally interpretable spatially independent components (ICs) identified, only one IC, interpreted as the pain matrix, showed a significant between-group difference in DC (CM > EM, p = 0.046). This association remained significant after adjustment for age, sex, migraine with aura (MWA), allodynia, depression, and anxiety (p = 0.038). The pain matrix was functionally correlated with the hypothalamus (p = 0.040, EM > CM) and dorsal raphe nucleus (p = 0.039, CM > EM) with different levels of strength in EM and CM. Conclusion CM patients have a stronger connectivity in the pain matrix than do EM patients. Functional alteration of the pain network might play a role in migraine chronification. Objective To investigate the whole-brain resting-state functional connectivity in patients with chronic migraine (CM) using a data-driven method. Methods We prospectively recruited patients with either episodic migraine (EM) or CM aged 18–60 years who visited the headache clinic of the Samsung Medical Center from July 2016 to December 2017. All patients underwent 3 T MRI using an identical scanner. Patients were considered interictal if they did not have a migraine headache at the day and ± 1 days of functional MRI acquisition. Using the group-independent component analysis (ICA), connectivity analysis with a weighted and undirected network model was performed. The between-group differences in degree centrality (DC) values were assessed using 5000 permutation tests corrected with false discovery rate (FDR). Results A total of 62 patients (44 EM and 18 CM) were enrolled in this study. Among the seven functionally interpretable spatially independent components (ICs) identified, only one IC, interpreted as the pain matrix, showed a significant between-group difference in DC (CM > EM, p = 0.046). This association remained significant after adjustment for age, sex, migraine with aura (MWA), allodynia, depression, and anxiety ( p = 0.038). The pain matrix was functionally correlated with the hypothalamus ( p = 0.040, EM > CM) and dorsal raphe nucleus ( p = 0.039, CM > EM) with different levels of strength in EM and CM. Conclusion CM patients have a stronger connectivity in the pain matrix than do EM patients. Functional alteration of the pain network might play a role in migraine chronification. OBJECTIVETo investigate the whole-brain resting-state functional connectivity in patients with chronic migraine (CM) using a data-driven method.METHODSWe prospectively recruited patients with either episodic migraine (EM) or CM aged 18-60 years who visited the headache clinic of the Samsung Medical Center from July 2016 to December 2017. All patients underwent 3 T MRI using an identical scanner. Patients were considered interictal if they did not have a migraine headache at the day and ± 1 days of functional MRI acquisition. Using the group-independent component analysis (ICA), connectivity analysis with a weighted and undirected network model was performed. The between-group differences in degree centrality (DC) values were assessed using 5000 permutation tests corrected with false discovery rate (FDR).RESULTSA total of 62 patients (44 EM and 18 CM) were enrolled in this study. Among the seven functionally interpretable spatially independent components (ICs) identified, only one IC, interpreted as the pain matrix, showed a significant between-group difference in DC (CM > EM, p = 0.046). This association remained significant after adjustment for age, sex, migraine with aura (MWA), allodynia, depression, and anxiety (p = 0.038). The pain matrix was functionally correlated with the hypothalamus (p = 0.040, EM > CM) and dorsal raphe nucleus (p = 0.039, CM > EM) with different levels of strength in EM and CM.CONCLUSIONCM patients have a stronger connectivity in the pain matrix than do EM patients. Functional alteration of the pain network might play a role in migraine chronification. |
ArticleNumber | 29 |
Author | Cho, Soohyun Park, Hyunjin Chung, Chin-Sang Lee, Mi Ji Park, Bo-yong Kim, Sung Tae |
Author_xml | – sequence: 1 givenname: Mi Ji surname: Lee fullname: Lee, Mi Ji organization: Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Neuroscience Center, Samsung Medical Center – sequence: 2 givenname: Bo-yong surname: Park fullname: Park, Bo-yong organization: Department of Electrical and Computer Engineering, Sungkyunkwan University, Center for Neuroscience Imaging Research, Institute for Basic Science – sequence: 3 givenname: Soohyun surname: Cho fullname: Cho, Soohyun organization: Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine – sequence: 4 givenname: Sung Tae surname: Kim fullname: Kim, Sung Tae organization: Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine – sequence: 5 givenname: Hyunjin surname: Park fullname: Park, Hyunjin organization: Center for Neuroscience Imaging Research, Institute for Basic Science, School of Electronic and Electrical Engineering, Sungkyunkwan University – sequence: 6 givenname: Chin-Sang surname: Chung fullname: Chung, Chin-Sang email: cspaul@naver.com organization: Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Neuroscience Center, Samsung Medical Center |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/30909865$$D View this record in MEDLINE/PubMed |
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Copyright | The Author(s). 2019 The Journal of Headache and Pain is a copyright of Springer, (2019). All Rights Reserved. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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Keywords | Chronic migraine Neuroimaging Pain matrix Functional MRI Migraine |
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PublicationSubtitle | Official Journal of the "European Headache Federation" and of "Lifting The Burden - The Global Campaign against Headache" |
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SSID | ssj0020385 |
Score | 2.5000968 |
Snippet | Objective
To investigate the whole-brain resting-state functional connectivity in patients with chronic migraine (CM) using a data-driven method.
Methods
We... To investigate the whole-brain resting-state functional connectivity in patients with chronic migraine (CM) using a data-driven method. We prospectively... ObjectiveTo investigate the whole-brain resting-state functional connectivity in patients with chronic migraine (CM) using a data-driven method.MethodsWe... OBJECTIVETo investigate the whole-brain resting-state functional connectivity in patients with chronic migraine (CM) using a data-driven method.METHODSWe... Abstract Objective To investigate the whole-brain resting-state functional connectivity in patients with chronic migraine (CM) using a data-driven method.... |
SourceID | doaj pubmedcentral proquest crossref pubmed springer |
SourceType | Open Website Open Access Repository Aggregation Database Index Database Publisher |
StartPage | 29 |
SubjectTerms | Anxiety Chronic migraine Dorsal raphe nucleus Functional magnetic resonance imaging Functional MRI Headache Hypothalamus Internal Medicine Medicine Medicine & Public Health Mental depression Migraine Neural networks Neuroimaging Neurology Pain Pain matrix Pain Medicine Pain perception Raphe nuclei Research Article |
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Title | Increased connectivity of pain matrix in chronic migraine: a resting-state functional MRI study |
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