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Pan X, Ren H, Xie L, Zou Y, Li F, Sui X, Cui L, Cheng Z, Wu J, Shi F, Zhao H, Ma S. Analysis of the relationships between the degree of migraine with right-to-left shunts and changes in white matter lesions and brain structural volume. Sci Rep 2025; 15:1145. [PMID: 39774196 PMCID: PMC11707276 DOI: 10.1038/s41598-025-85205-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Accepted: 01/01/2025] [Indexed: 01/11/2025] Open
Abstract
To investigate the location of white matter lesions (WMLs) in migraineurs with right‒to‒left shunts (RLS); the relationships among the severity of WMLs, changes in brain structural volume and RLS shunts; and the relationships among the severity of WMLs, changes in brain structural volume and degree of headache in RLS migraine patients. A total of 102 migraineurs with RLS admitted to the affiliated Central Hospital of Dalian University of Technology from December 2018 to December 2022 were enrolled in this study. RLS flow and the 6-item Headache Impact Test (HIT-6) scores were recorded to reflect the degree of headache. The brain structural volumes of 102 migraineurs with RLS were calculated from T1-weighted images via artificial intelligence, and the brain structural volumes of healthy controls matched according to age and sex were also calculated. The correlations among WML location, RLS, headache degree, WML severity and brain structural volume changes in migraineurs were analyzed. (1) The WMLs of migraineurs with RLS were concentrated mainly in the white matter of the lateral ventricular margin and deep white matter. Subcortical WMLs were concentrated mainly in the parietal lobe, occipital lobe and frontal lobe. (2) There were no significant differences in the WML variables of cerebral white matter high signal volume, ratio of high-signal white matter volume to whole-brain white matter volume (%) or Fazekas score among migraineurs with different RLS flows, but there were significant differences in WML variables among migraineurs with RLS with different HIT-6 grades and MIDAS grades. RLS flow, HIT-6 score and MIDAS grade were not correlated with the WML variables measured in this study. (3) There was a significant difference in the volume of the precentral gyrus between migraineurs with RLS and normal controls (P < 0.001), and there was a significant difference between migraineurs with different RLS flows and different HIT-6 scores and peripheral cerebrospinal fluid volumes. There was also a positive correlation between frontal pole structural volume and RLS flow. The volume of the precentral gyrus was negatively correlated with RLS flow, whereas the volume of the pons gyrus was positively correlated with the HIT-6 score. The volume of the temporal pole was negatively correlated with the HIT-6 score. (1) The WMLs of migraineurs with RLS were concentrated mainly in the white matter of the lateral ventricular margin and deep white matter. Subcortical WMLs were concentrated mainly in the parietal lobe, occipital lobe and frontal lobe. (2) There was no correlation between WML severity and RLS flow in migraineurs with RLS. (3) There was no correlation between WML severity and migraine severity in migraineurs with RLS. (4) Volume changes occurred in some brain structures of migraineurs with RLS. (5) Shunt flow and the degree of headache in migraineurs with RLS were correlated with structural volume changes in specific brain regions.
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Affiliation(s)
- Xin Pan
- Department of Neurology, Dalian Municipal Central Hospital of Dalian University of Technology, Dalian, 116033, Liaoning, China
| | - Haoran Ren
- Department of Neurology, The Third People' s Hospital of Datong Affiliated with Shanxi Medical University, Datong, 037046, Shanxi, China
| | - Lili Xie
- Department of Neurology, Dalian Municipal Central Hospital of Dalian University of Technology, Dalian, 116033, Liaoning, China
| | - Yu Zou
- Department of Neurology, Dalian Municipal Central Hospital of Dalian University of Technology, Dalian, 116033, Liaoning, China
| | - Furong Li
- Department of Neurology, Dalian Municipal Central Hospital of Dalian University of Technology, Dalian, 116033, Liaoning, China
| | - Xiaowen Sui
- Department of Neurology, Dalian Municipal Central Hospital of Dalian University of Technology, Dalian, 116033, Liaoning, China
| | - Li Cui
- Department of Neurology, Dalian Municipal Central Hospital of Dalian University of Technology, Dalian, 116033, Liaoning, China
| | - Zhengping Cheng
- Department of Neurology, Dalian Municipal Central Hospital of Dalian University of Technology, Dalian, 116033, Liaoning, China
| | - Jiaojiao Wu
- Department of Research and Development, Shanghai United Imaging Intelligence Co., Ltd., Shanghai, 200232, China
| | - Feng Shi
- Department of Research and Development, Shanghai United Imaging Intelligence Co., Ltd., Shanghai, 200232, China
| | - Hongling Zhao
- Department of Neurology, Dalian Municipal Central Hospital of Dalian University of Technology, Dalian, 116033, Liaoning, China.
- Stroke Center, Dalian Municipal Central Hospital of Dalian University of Technology, Dalian, 116033, Liaoning, China.
| | - Shubei Ma
- Department of Neurology, Dalian Municipal Central Hospital of Dalian University of Technology, Dalian, 116033, Liaoning, China.
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Tang Y, Sun H, Plummer C, Vogrin SJ, Li H, Li Y, Chen L. Association between patent foramen ovale and migraine: evidence from a resting-state fMRI study. Brain Imaging Behav 2024; 18:720-729. [PMID: 38381323 PMCID: PMC11364569 DOI: 10.1007/s11682-024-00868-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/15/2024] [Indexed: 02/22/2024]
Abstract
A relationship between migraine without aura (MO) and patent foramen ovale (PFO) has been observed, but the neural basis underlying this relationship remains elusive. Utilizing independent component analysis via functional magnetic resonance imaging, we examined functional connectivity (FC) within and across networks in 146 patients with MO (75 patients with and 71 patients without PFO) and 70 healthy controls (35 patients each with and without PFO) to elucidate the individual effects of MO and PFO, as well as their interaction, on brain functional networks. The main effect of PFO manifested exclusively in the FC among the visual, auditory, default mode, dorsal attention and salience networks. Furthermore, the interaction effect between MO and PFO was discerned in brain clusters of the left frontoparietal network and lingual gyrus network, as well as the internetwork FC between the left frontoparietal network and the default mode network (DMN), the occipital pole and medial visual networks, and the dorsal attention and salience networks. Our findings suggest that the presence of a PFO shunt in patients with MO is accompanied by various FC changes within and across networks. These changes elucidate the intricate mechanisms linked to PFO-associated migraines and provide a basis for identifying novel noninvasive biomarkers.
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Affiliation(s)
- Yusha Tang
- Department of Neurology, West China Hospital of Sichuan University, No. 37 Guoxue Road, Chengdu, Sichuan Province, 610041, China
| | - Huaiqiang Sun
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Chris Plummer
- Department of Neuroimaging, Swinburne University of Technology, Hawthorn, VIC, Australia
| | - Simon J Vogrin
- Department of Neuroimaging, Swinburne University of Technology, Hawthorn, VIC, Australia
- Department of Neurosciences, St Vincent's Hospital, Melbourne, VIC, Australia
| | - Hua Li
- Department of Neurology, West China Hospital of Sichuan University, No. 37 Guoxue Road, Chengdu, Sichuan Province, 610041, China
| | - Yajiao Li
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, China
| | - Lei Chen
- Department of Neurology, West China Hospital of Sichuan University, No. 37 Guoxue Road, Chengdu, Sichuan Province, 610041, China.
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Rao Y, Liu W, Zhu Y, Lin Q, Kuang C, Huang H, Jiao B, Ma L, Lin J. Altered functional brain network patterns in patients with migraine without aura after transcutaneous auricular vagus nerve stimulation. Sci Rep 2023; 13:9604. [PMID: 37311825 DOI: 10.1038/s41598-023-36437-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 06/03/2023] [Indexed: 06/15/2023] Open
Abstract
Transcutaneous auricular vagus nerve stimulation (taVNS) shows excellent effects on relieving clinical symptoms in migraine patients. Nevertheless, the neurological mechanisms of taVNS for migraineurs remain unclear. In recent years, voxel-wise degree centrality (DC) and functional connectivity (FC) methods were extensively utilized for exploring alterations in patterns of FC in the resting-state brain. In the present study, thirty-five migraine patients without aura and thirty-eight healthy controls (HCs) were recruited for magnetic resonance imaging scans. Firstly, this study used voxel-wise DC analysis to explore brain regions where abnormalities were present in migraine patients. Secondly, for elucidating neurological mechanisms underlying taVNS in migraine, seed-based resting-state functional connectivity analysis was employed to the taVNS treatment group. Finally, correlation analysis was performed to explore the relationship between alterations in neurological mechanisms and clinical symptoms. Our findings indicated that migraineurs have lower DC values in the inferior temporal gyrus (ITG) and paracentral lobule than in healthy controls (HCs). In addition, migraineurs have higher DC values in the cerebellar lobule VIII and the fusiform gyrus than HCs. Moreover, after taVNS treatment (post-taVNS), patients displayed increased FC between the ITG with the inferior parietal lobule (IPL), orbitofrontal gyrus, angular gyrus, and posterior cingulate gyrus than before taVNS treatment (pre-taVNS). Besides, the post-taVNS patients showed decreased FC between the cerebellar lobule VIII with the supplementary motor area and postcentral gyrus compared with the pre-taVNS patients. The changed FC of ITG-IPL was significantly related to changes in headache intensity. Our study suggested that migraine patients without aura have altered brain connectivity patterns in several hub regions involving multisensory integration, pain perception, and cognitive function. More importantly, taVNS modulated the default mode network and the vestibular cortical network related to the dysfunctions in migraineurs. This paper provides a new perspective on the potential neurological mechanisms and therapeutic targets of taVNS for treating migraine.
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Affiliation(s)
- Yuyang Rao
- Department of Psychology, School of Public Health and Management, Guangzhou University of Chinese Medicine, No.232, Huandong Road, University Town, Guangzhou, 510006, China
| | - Wenting Liu
- Department of Psychology, School of Public Health and Management, Guangzhou University of Chinese Medicine, No.232, Huandong Road, University Town, Guangzhou, 510006, China
| | - Yunpeng Zhu
- Department of Psychology, School of Public Health and Management, Guangzhou University of Chinese Medicine, No.232, Huandong Road, University Town, Guangzhou, 510006, China
| | - Qiwen Lin
- Department of Psychology, School of Public Health and Management, Guangzhou University of Chinese Medicine, No.232, Huandong Road, University Town, Guangzhou, 510006, China
| | - Changyi Kuang
- Department of Psychology, School of Public Health and Management, Guangzhou University of Chinese Medicine, No.232, Huandong Road, University Town, Guangzhou, 510006, China
| | - Huiyuan Huang
- Department of Psychology, School of Public Health and Management, Guangzhou University of Chinese Medicine, No.232, Huandong Road, University Town, Guangzhou, 510006, China
| | - Bingqing Jiao
- Department of Psychology, School of Public Health and Management, Guangzhou University of Chinese Medicine, No.232, Huandong Road, University Town, Guangzhou, 510006, China
| | - Lijun Ma
- Department of Psychology, School of Public Health and Management, Guangzhou University of Chinese Medicine, No.232, Huandong Road, University Town, Guangzhou, 510006, China.
| | - Jiabao Lin
- Department of Psychology, School of Public Health and Management, Guangzhou University of Chinese Medicine, No.232, Huandong Road, University Town, Guangzhou, 510006, China.
- Institut des Sciences Cognitives Marc Jeannerod, CNRS UMR 5229, Université Claude Bernard Lyon 1, Lyon, France.
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The Patent Foramen Ovale and Migraine: Associated Mechanisms and Perspectives from MRI Evidence. Brain Sci 2022; 12:brainsci12070941. [PMID: 35884747 PMCID: PMC9313384 DOI: 10.3390/brainsci12070941] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 07/10/2022] [Accepted: 07/15/2022] [Indexed: 02/04/2023] Open
Abstract
Migraine is a common neurological disease with a still-unclear etiology and pathogenesis. Patent foramen ovale (PFO) is a kind of congenital heart disease that leads to a right-to-left shunt (RLS). Although previous studies have shown that PFO has an effect on migraine, a clear conclusion about the link between PFO and migraine is lacking. We first summarized the PFO potential mechanisms associated with migraine, including microembolus-triggered cortical spreading depression (CSD), the vasoactive substance hypothesis, impaired cerebral autoregulation (CA), and a common genetic basis. Further, we analyzed the changes in brain structure and function in migraine patients and migraine patients with PFO. We found that in migraine patients with PFO, the presence of PFO may affect the structure of the cerebral cortex and the integrity of white matter, which is mainly locked in subcortical, deep white matter, and posterior circulation, and may lead to changes in brain function, such as cerebellum and colliculus, which are involved in the processing and transmission of pain. In summary, this paper provides neuroimaging evidence and new insights into the correlation between PFO and migraine, which will help to clarify the etiology and pathogenesis of migraine, and aid in the diagnosis and treatment of migraine in the future.
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