Pub Date : 2024-11-04DOI: 10.1186/s10194-024-01876-2
Yooha Hong, Hong-Kyun Park, Mi-Kyoung Kang, Sun-Young Oh, Jin-Ju Kang, Heui-Soo Moon, Tae-Jin Song, Mi Ji Lee, Min Kyung Chu, Soo-Jin Cho
Background: Neck pain and primary headache disorders are highly prevalent in populations and clinical cohorts. Medication-overuse headache (MOH) is a treatable secondary headache, mainly developing in migraine sufferers, that accounts for the majority of patients presenting to headache clinics. Nevertheless, the association between neck pain and MOH has not been reported. This study evaluated the prevalence and clinical course of neck pain in patients with MOH before and after MOH treatment.
Methods: We analyzed 635 MOH patients enrolled in a nationwide, prospective, multicenter MOH registry. Demographics and clinical data were collected at baseline and 3 months to evaluate changes in the status and severity of neck pain and headache. Severity of neck pain was graded into 4 groups, and severe neck pain was defined as grade 3 or 4.
Results: Among 635 patients with MOH, 366 (57.6%) reported neck pain at baseline. MOH patients with neck pain had an earlier onset of their primary headache disorder (23.4 ± 12.7 vs. 26.2 ± 13.3 years, p = 0.007). Although monthly headache days were comparable between the patients with neck pain and those without neck pain, the neck pain group had higher levels of anxiety (7.4 ± 5.8 vs. 6.4 ± 5.4, p = 0.017), more severe cutaneous allodynia (2.4 ± 3.3 vs. 1.8 ± 3.0, p = 0.038), and poorer quality of life (171.7 ± 70.4 vs. 184.0 ± 68.9, p = 0.029). At 3 months, 456 (71.8%) were followed-up, and 257 (56.4%) were recovered from MOH. Compared to the baseline, the proportion of severe neck pain (40.4% vs. 19.4%, p < 0.001) was decreased. The proportion of severe neck pain was much lower in patients with recovery from MOH compared to those without (4.7% vs. 15.1%, p < 0.001).
Conclusions: Neck pain in MOH patients was associated with earlier onset of headache, higher levels of anxiety and allodynia, and poorer quality of life. Improvement in neck pain improvement was linked to recovery from MOH. These findings suggest the potential importance of integrating and management of neck pain into clinical practice for MOH.
{"title":"Reduction of neck pain severity in patients with medication-overuse headache.","authors":"Yooha Hong, Hong-Kyun Park, Mi-Kyoung Kang, Sun-Young Oh, Jin-Ju Kang, Heui-Soo Moon, Tae-Jin Song, Mi Ji Lee, Min Kyung Chu, Soo-Jin Cho","doi":"10.1186/s10194-024-01876-2","DOIUrl":"10.1186/s10194-024-01876-2","url":null,"abstract":"<p><strong>Background: </strong>Neck pain and primary headache disorders are highly prevalent in populations and clinical cohorts. Medication-overuse headache (MOH) is a treatable secondary headache, mainly developing in migraine sufferers, that accounts for the majority of patients presenting to headache clinics. Nevertheless, the association between neck pain and MOH has not been reported. This study evaluated the prevalence and clinical course of neck pain in patients with MOH before and after MOH treatment.</p><p><strong>Methods: </strong>We analyzed 635 MOH patients enrolled in a nationwide, prospective, multicenter MOH registry. Demographics and clinical data were collected at baseline and 3 months to evaluate changes in the status and severity of neck pain and headache. Severity of neck pain was graded into 4 groups, and severe neck pain was defined as grade 3 or 4.</p><p><strong>Results: </strong>Among 635 patients with MOH, 366 (57.6%) reported neck pain at baseline. MOH patients with neck pain had an earlier onset of their primary headache disorder (23.4 ± 12.7 vs. 26.2 ± 13.3 years, p = 0.007). Although monthly headache days were comparable between the patients with neck pain and those without neck pain, the neck pain group had higher levels of anxiety (7.4 ± 5.8 vs. 6.4 ± 5.4, p = 0.017), more severe cutaneous allodynia (2.4 ± 3.3 vs. 1.8 ± 3.0, p = 0.038), and poorer quality of life (171.7 ± 70.4 vs. 184.0 ± 68.9, p = 0.029). At 3 months, 456 (71.8%) were followed-up, and 257 (56.4%) were recovered from MOH. Compared to the baseline, the proportion of severe neck pain (40.4% vs. 19.4%, p < 0.001) was decreased. The proportion of severe neck pain was much lower in patients with recovery from MOH compared to those without (4.7% vs. 15.1%, p < 0.001).</p><p><strong>Conclusions: </strong>Neck pain in MOH patients was associated with earlier onset of headache, higher levels of anxiety and allodynia, and poorer quality of life. Improvement in neck pain improvement was linked to recovery from MOH. These findings suggest the potential importance of integrating and management of neck pain into clinical practice for MOH.</p>","PeriodicalId":16013,"journal":{"name":"Journal of Headache and Pain","volume":"25 1","pages":"190"},"PeriodicalIF":7.3,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11533337/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142576317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: New daily persistent headache (NDPH) is a rare primary headache disorder characterized by daily and persistent sudden onset headaches. Specific abnormalities in gray matter and white matter structure are associated with pain, but have not been well studied in NDPH. The objective of this work is to explore the fiber tracts and structural connectivity, which can help reveal unique gray and white matter structural abnormalities in NDPH.
Methods: The regional radiomics similarity networks were calculated from T1 weighted (T1w) MRI to depict the gray matter structure. The fiber connectivity matrices weighted by diffusion metrics like fractional anisotropy (FA), mean diffusivity (MD) and radial diffusivity (RD) were built, meanwhile the fiber tracts were segmented by anatomically-guided superficial fiber segmentation (Anat-SFSeg) method to explore the white matter structure from diffusion MRI. The considerable different neuroimaging features between NDPH and healthy controls (HC) were extracted from the connectivity and tract-based analyses. Finally, decision tree regression was used to predict the clinical scores (i.e. pain intensity) from the above neuroimaging features.
Results: T1w and diffusion MRI data were available in 51 participants after quality control: 22 patients with NDPH and 29 HCs. Significantly decreased morphological similarity was found between the right superior frontal gyrus and right hippocampus. The superficial white matter (SWM) showed significantly decreased FA in fiber tracts including the right superficial-frontal, left superficial-occipital, bilateral superficial-occipital-temporal (Sup-OT) and right superficial-temporal, meanwhile significant increased RD was found in the left Sup-OT. For the fiber connectivity, NDPH showed significantly decreased FA in the bilateral basal ganglion and temporal lobe, increased MD in the right frontal lobe, and increased RD in the right frontal lobe and left temporal-occipital lobe. Clinical scores could be predicted dominantly by the above significantly different neuroimaging features through decision tree regression.
Conclusions: Our research indicates the structural abnormalities of SWM and the neural pathways projected between regions like right hippocampus and left caudate nucleus, along with morphological similarity changes between the right superior frontal gyrus and right hippocampus, constitute the pathological features of NDPH. The decision tree regression demonstrates correlations between these structural changes and clinical scores.
{"title":"Morphological similarity and white matter structural mapping of new daily persistent headache: a structural connectivity and tract-specific study.","authors":"Di Zhang, Fangrong Zong, Yanliang Mei, Kun Zhao, Dong Qiu, Zhonghua Xiong, Xiaoshuang Li, Hefei Tang, Peng Zhang, Mantian Zhang, Yaqing Zhang, Xueying Yu, Zhe Wang, Yong Liu, Binbin Sui, Yonggang Wang","doi":"10.1186/s10194-024-01899-9","DOIUrl":"10.1186/s10194-024-01899-9","url":null,"abstract":"<p><strong>Background: </strong>New daily persistent headache (NDPH) is a rare primary headache disorder characterized by daily and persistent sudden onset headaches. Specific abnormalities in gray matter and white matter structure are associated with pain, but have not been well studied in NDPH. The objective of this work is to explore the fiber tracts and structural connectivity, which can help reveal unique gray and white matter structural abnormalities in NDPH.</p><p><strong>Methods: </strong>The regional radiomics similarity networks were calculated from T1 weighted (T1w) MRI to depict the gray matter structure. The fiber connectivity matrices weighted by diffusion metrics like fractional anisotropy (FA), mean diffusivity (MD) and radial diffusivity (RD) were built, meanwhile the fiber tracts were segmented by anatomically-guided superficial fiber segmentation (Anat-SFSeg) method to explore the white matter structure from diffusion MRI. The considerable different neuroimaging features between NDPH and healthy controls (HC) were extracted from the connectivity and tract-based analyses. Finally, decision tree regression was used to predict the clinical scores (i.e. pain intensity) from the above neuroimaging features.</p><p><strong>Results: </strong>T1w and diffusion MRI data were available in 51 participants after quality control: 22 patients with NDPH and 29 HCs. Significantly decreased morphological similarity was found between the right superior frontal gyrus and right hippocampus. The superficial white matter (SWM) showed significantly decreased FA in fiber tracts including the right superficial-frontal, left superficial-occipital, bilateral superficial-occipital-temporal (Sup-OT) and right superficial-temporal, meanwhile significant increased RD was found in the left Sup-OT. For the fiber connectivity, NDPH showed significantly decreased FA in the bilateral basal ganglion and temporal lobe, increased MD in the right frontal lobe, and increased RD in the right frontal lobe and left temporal-occipital lobe. Clinical scores could be predicted dominantly by the above significantly different neuroimaging features through decision tree regression.</p><p><strong>Conclusions: </strong>Our research indicates the structural abnormalities of SWM and the neural pathways projected between regions like right hippocampus and left caudate nucleus, along with morphological similarity changes between the right superior frontal gyrus and right hippocampus, constitute the pathological features of NDPH. The decision tree regression demonstrates correlations between these structural changes and clinical scores.</p>","PeriodicalId":16013,"journal":{"name":"Journal of Headache and Pain","volume":"25 1","pages":"191"},"PeriodicalIF":7.3,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11533401/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142576314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-31DOI: 10.1186/s10194-024-01889-x
Alberto Raggi, Matilde Leonardi, Marco Arruda, Valeria Caponnetto, Matteo Castaldo, Gianluca Coppola, Adriana Della Pietra, Xiangning Fan, David Garcia-Azorin, Parisa Gazerani, Lou Grangeon, Licia Grazzi, Fu-Jung Hsiao, Keiko Ihara, Alejandro Labastida-Ramirez, Kristin Sophie Lange, Marco Lisicki, Alessia Marcassoli, Danilo Antonio Montisano, Dilara Onan, Agnese Onofri, Lanfranco Pellesi, Mario Peres, Igor Petrušić, Bianca Raffaelli, Eloisa Rubio-Beltran, Andreas Straube, Sebastian Straube, Tsubasa Takizawa, Claudio Tana, Michela Tinelli, Massimiliano Valeriani, Simone Vigneri, Doga Vuralli, Marta Waliszewska-Prosół, Wei Wang, Yonggang Wang, William Wells-Gatnik, Tissa Wijeratne, Paolo Martelletti
Background and aim: Migraine is a common disabling conditions which, globally, affects 15.2% of the population. It is the second cause of health loss in terms of years lived with disability, the first among women. Despite being so common, it is poorly recognised and too often undertreated. Specialty centres and neurologists with specific expertise on headache disorders have the knowledge to provide specific care: however, those who do not regularly treat patients with migraine will benefit from a synopsis on the most relevant and updated information about this condition. This paper presents a comprehensive view on the hallmarks of migraine, from genetics and diagnostic markers, up to treatments and societal impact, and reports the elements that identify migraine specific features.
Main results: The most relevant hallmark of migraine is that it has common and individual features together. Besides the known clinical manifestations, migraine presentation is heterogeneous with regard to frequency of attacks, presence of aura, response to therapy, associated comorbidities or other symptoms, which likely reflect migraine heterogeneous genetic and molecular basis. The amount of therapies for acute and for prophylactic treatment is really wide, and one of the difficulties is with finding the best treatment for the single patient. In addition to this, patients carry out different daily life activities, and might show lifestyle habits which are not entirely adequate to manage migraine day by day. Education will be more and more important as a strategy of brain health promotion, because this will enable reducing the amount of subjects needing specialty care, thus leaving it to those who require it in reason of refractory condition or presence of comorbidities.
Conclusions: Recognizing the hallmarks of migraine and the features of single patients enables prescribing specific pharmacological and non-pharmacological treatments. Medical research on headaches today particularly suffers from the syndrome of single-disease approach, but it is important to have a cross-sectional and joint vision with other close specialties, in order to treat our patients with a comprehensive approach that a heterogeneous condition like migraine requires.
{"title":"Hallmarks of primary headache: part 1 - migraine.","authors":"Alberto Raggi, Matilde Leonardi, Marco Arruda, Valeria Caponnetto, Matteo Castaldo, Gianluca Coppola, Adriana Della Pietra, Xiangning Fan, David Garcia-Azorin, Parisa Gazerani, Lou Grangeon, Licia Grazzi, Fu-Jung Hsiao, Keiko Ihara, Alejandro Labastida-Ramirez, Kristin Sophie Lange, Marco Lisicki, Alessia Marcassoli, Danilo Antonio Montisano, Dilara Onan, Agnese Onofri, Lanfranco Pellesi, Mario Peres, Igor Petrušić, Bianca Raffaelli, Eloisa Rubio-Beltran, Andreas Straube, Sebastian Straube, Tsubasa Takizawa, Claudio Tana, Michela Tinelli, Massimiliano Valeriani, Simone Vigneri, Doga Vuralli, Marta Waliszewska-Prosół, Wei Wang, Yonggang Wang, William Wells-Gatnik, Tissa Wijeratne, Paolo Martelletti","doi":"10.1186/s10194-024-01889-x","DOIUrl":"10.1186/s10194-024-01889-x","url":null,"abstract":"<p><strong>Background and aim: </strong>Migraine is a common disabling conditions which, globally, affects 15.2% of the population. It is the second cause of health loss in terms of years lived with disability, the first among women. Despite being so common, it is poorly recognised and too often undertreated. Specialty centres and neurologists with specific expertise on headache disorders have the knowledge to provide specific care: however, those who do not regularly treat patients with migraine will benefit from a synopsis on the most relevant and updated information about this condition. This paper presents a comprehensive view on the hallmarks of migraine, from genetics and diagnostic markers, up to treatments and societal impact, and reports the elements that identify migraine specific features.</p><p><strong>Main results: </strong>The most relevant hallmark of migraine is that it has common and individual features together. Besides the known clinical manifestations, migraine presentation is heterogeneous with regard to frequency of attacks, presence of aura, response to therapy, associated comorbidities or other symptoms, which likely reflect migraine heterogeneous genetic and molecular basis. The amount of therapies for acute and for prophylactic treatment is really wide, and one of the difficulties is with finding the best treatment for the single patient. In addition to this, patients carry out different daily life activities, and might show lifestyle habits which are not entirely adequate to manage migraine day by day. Education will be more and more important as a strategy of brain health promotion, because this will enable reducing the amount of subjects needing specialty care, thus leaving it to those who require it in reason of refractory condition or presence of comorbidities.</p><p><strong>Conclusions: </strong>Recognizing the hallmarks of migraine and the features of single patients enables prescribing specific pharmacological and non-pharmacological treatments. Medical research on headaches today particularly suffers from the syndrome of single-disease approach, but it is important to have a cross-sectional and joint vision with other close specialties, in order to treat our patients with a comprehensive approach that a heterogeneous condition like migraine requires.</p>","PeriodicalId":16013,"journal":{"name":"Journal of Headache and Pain","volume":"25 1","pages":"189"},"PeriodicalIF":7.3,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11529271/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142558051","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Triptans are potent 5-HT1B/1D/1F receptor agonists used in migraine therapy, thought to act through peripheral mechanisms. It remains unclear whether triptans cross the blood-brain barrier (BBB) sufficiently to stimulate central 5-HT1B/1D/1F receptors. This study investigates the disposition of eletriptan and sumatriptan in central nervous system (CNS) and peripheral nervous system (PNS) regions and predicts regional 5-HT1B/1D/1F receptor occupancies at clinically relevant concentrations.
Methods: Using the Combinatory Mapping Approach (CMA) for regions of interest (ROI), we assessed the unbound tissue-to-plasma concentration ratio (Kp, uu, ROI) in rats at steady state across CNS (hypothalamus, brain stem, cerebellum, frontal cortex, parietal cortex, striatum, hippocampus, whole brain, and spinal cord) and PNS (trigeminal ganglion and sciatic nerve) regions. We used Kp, uu, ROI values to estimate unbound target-site concentrations and 5-HT1B/1D/1F receptor occupancies in humans.
Results: We observed heterogenous triptan transport across CNS and PNS regions with the highest extent of unbound drug transport across the blood-nerve barrier in the trigeminal ganglion (Kp, uu, TG: eletriptan: 0.519, and sumatriptan: 0.923). Both drugs displayed restricted entry across the BBB (Kp, uu, whole brain: eletriptan: 0.058, and sumatriptan: 0.045) combined with high inter-regional variability. We estimated near-complete receptor occupancy in the trigeminal ganglion, while lower occupancies were observed in the whole brain, irrespective of the drug or receptor subtype. For instance, eletriptan was predicted to achieve 84% 5-HT1B receptor occupancy in the trigeminal ganglion and 37% in the whole brain at clinically relevant concentrations.
Conclusions: This study suggests that despite low BBB transport, both eletriptan and sumatriptan achieve unbound concentrations sufficient to stimulate 5-HT1B, 5-HT1D, and 5-HT1F receptors not only in the trigeminal ganglion, but also in the CNS. Further research is needed to determine whether central mechanisms contribute to triptan's antimigraine effect and/or side effects.
{"title":"Regional distribution of unbound eletriptan and sumatriptan in the CNS and PNS in rats: implications for a potential central action.","authors":"Nana Svane, Frida Bällgren, Aghavni Ginosyan, Mie Kristensen, Birger Brodin, Irena Loryan","doi":"10.1186/s10194-024-01894-0","DOIUrl":"10.1186/s10194-024-01894-0","url":null,"abstract":"<p><strong>Background: </strong>Triptans are potent 5-HT<sub>1B/1D/1F</sub> receptor agonists used in migraine therapy, thought to act through peripheral mechanisms. It remains unclear whether triptans cross the blood-brain barrier (BBB) sufficiently to stimulate central 5-HT<sub>1B/1D/1F</sub> receptors. This study investigates the disposition of eletriptan and sumatriptan in central nervous system (CNS) and peripheral nervous system (PNS) regions and predicts regional 5-HT<sub>1B/1D/1F</sub> receptor occupancies at clinically relevant concentrations.</p><p><strong>Methods: </strong>Using the Combinatory Mapping Approach (CMA) for regions of interest (ROI), we assessed the unbound tissue-to-plasma concentration ratio (K<sub>p, uu, ROI</sub>) in rats at steady state across CNS (hypothalamus, brain stem, cerebellum, frontal cortex, parietal cortex, striatum, hippocampus, whole brain, and spinal cord) and PNS (trigeminal ganglion and sciatic nerve) regions. We used K<sub>p, uu, ROI</sub> values to estimate unbound target-site concentrations and 5-HT<sub>1B/1D/1F</sub> receptor occupancies in humans.</p><p><strong>Results: </strong>We observed heterogenous triptan transport across CNS and PNS regions with the highest extent of unbound drug transport across the blood-nerve barrier in the trigeminal ganglion (K<sub>p, uu, TG</sub>: eletriptan: 0.519, and sumatriptan: 0.923). Both drugs displayed restricted entry across the BBB (K<sub>p, uu, whole brain</sub>: eletriptan: 0.058, and sumatriptan: 0.045) combined with high inter-regional variability. We estimated near-complete receptor occupancy in the trigeminal ganglion, while lower occupancies were observed in the whole brain, irrespective of the drug or receptor subtype. For instance, eletriptan was predicted to achieve 84% 5-HT<sub>1B</sub> receptor occupancy in the trigeminal ganglion and 37% in the whole brain at clinically relevant concentrations.</p><p><strong>Conclusions: </strong>This study suggests that despite low BBB transport, both eletriptan and sumatriptan achieve unbound concentrations sufficient to stimulate 5-HT<sub>1B,</sub> 5-HT<sub>1D</sub>, and 5-HT<sub>1F</sub> receptors not only in the trigeminal ganglion, but also in the CNS. Further research is needed to determine whether central mechanisms contribute to triptan's antimigraine effect and/or side effects.</p>","PeriodicalId":16013,"journal":{"name":"Journal of Headache and Pain","volume":"25 1","pages":"187"},"PeriodicalIF":7.3,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11523665/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142545870","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-30DOI: 10.1186/s10194-024-01898-w
Elisabeth Storch, Lucas H Overeem, Maria Terhart, Mira P Fitzek, Kristin S Lange, Uwe Reuter, Bianca Raffaelli
{"title":"Correction: PACAP-38 and sex hormones in women with migraine: exploratory analysis of a cross-sectional, matched cohort study.","authors":"Elisabeth Storch, Lucas H Overeem, Maria Terhart, Mira P Fitzek, Kristin S Lange, Uwe Reuter, Bianca Raffaelli","doi":"10.1186/s10194-024-01898-w","DOIUrl":"10.1186/s10194-024-01898-w","url":null,"abstract":"","PeriodicalId":16013,"journal":{"name":"Journal of Headache and Pain","volume":"25 1","pages":"188"},"PeriodicalIF":7.3,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11526707/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142545869","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: To gain a comprehensive understanding of the altered sensory processing in patients with migraine, in this study, we developed an electroencephalography (EEG) protocol for examining brainstem and cortical responses to sensory stimulation. Furthermore, machine learning techniques were employed to identify neural signatures from evoked brainstem-cortex activation and their interactions, facilitating the identification of the presence and subtype of migraine.
Methods: This study analysed 1,000-epoch-averaged somatosensory evoked responses from 342 participants, comprising 113 healthy controls (HCs), 106 patients with chronic migraine (CM), and 123 patients with episodic migraine (EM). Activation amplitude and effective connectivity were obtained using weighted minimum norm estimates with spectral Granger causality analysis. This study used support vector machine algorithms to develop classification models; multimodal data (amplitude, connectivity, and scores of psychometric assessments) were applied to assess the reliability and generalisability of the identification results from the classification models.
Results: The findings revealed that patients with migraine exhibited reduced amplitudes for responses in both the brainstem and cortical regions and increased effective connectivity between these regions in the gamma and high-gamma frequency bands. The classification model with characteristic features performed well in distinguishing patients with CM from HCs, achieving an accuracy of 81.8% and an area under the curve (AUC) of 0.86 during training and an accuracy of 76.2% and an AUC of 0.89 during independent testing. Similarly, the model effectively identified patients with EM, with an accuracy of 77.5% and an AUC of 0.84 during training and an accuracy of 87% and an AUC of 0.88 during independent testing. Additionally, the model successfully differentiated patients with CM from patients with EM, with an accuracy of 70.5% and an AUC of 0.73 during training and an accuracy of 72.7% and an AUC of 0.74 during independent testing.
Conclusion: Altered brainstem-cortex activation and interaction are characteristic of the abnormal sensory processing in migraine. Combining evoked activity analysis with machine learning offers a reliable and generalisable tool for identifying patients with migraine and for assessing the severity of their condition. Thus, this approach is an effective and rapid diagnostic tool for clinicians.
背景:为了全面了解偏头痛患者感觉处理过程的改变,我们在本研究中开发了一种脑电图(EEG)方案,用于检查脑干和皮层对感觉刺激的反应。此外,我们还利用机器学习技术从诱发的脑干-皮层激活及其相互作用中识别神经特征,从而帮助识别偏头痛的存在和亚型:这项研究分析了342名参与者的1000个时序平均体感诱发反应,其中包括113名健康对照组(HC)、106名慢性偏头痛患者(CM)和123名发作性偏头痛患者(EM)。利用加权最小规范估计和频谱格兰杰因果关系分析获得了激活振幅和有效连通性。该研究使用支持向量机算法开发分类模型;应用多模态数据(振幅、连通性和心理测评得分)评估分类模型识别结果的可靠性和通用性:研究结果表明,偏头痛患者脑干和皮质区域的反应振幅减小,而这些区域之间在伽马和高伽马频段的有效连接性增强。带有特征性特征的分类模型在区分偏头痛患者和脑干性偏头痛患者方面表现良好,在训练过程中准确率达到 81.8%,曲线下面积(AUC)为 0.86;在独立测试过程中准确率达到 76.2%,曲线下面积(AUC)为 0.89。同样,该模型也能有效识别出 EM 患者,训练期间的准确率为 77.5%,AUC 为 0.84;独立测试期间的准确率为 87%,AUC 为 0.88。此外,该模型还成功地将 CM 患者与 EM 患者区分开来,训练期间的准确率为 70.5%,AUC 为 0.73;独立测试期间的准确率为 72.7%,AUC 为 0.74:结论:脑干-皮层激活和相互作用的改变是偏头痛患者感觉处理异常的特征。将诱发活动分析与机器学习相结合,为识别偏头痛患者和评估其病情严重程度提供了可靠、可推广的工具。因此,这种方法是临床医生有效而快速的诊断工具。
{"title":"Altered brainstem-cortex activation and interaction in migraine patients: somatosensory evoked EEG responses with machine learning.","authors":"Fu-Jung Hsiao, Wei-Ta Chen, Hung-Yu Liu, Yu-Te Wu, Yen-Feng Wang, Li-Ling Hope Pan, Kuan-Lin Lai, Shih-Pin Chen, Gianluca Coppola, Shuu-Jiun Wang","doi":"10.1186/s10194-024-01892-2","DOIUrl":"10.1186/s10194-024-01892-2","url":null,"abstract":"<p><strong>Background: </strong>To gain a comprehensive understanding of the altered sensory processing in patients with migraine, in this study, we developed an electroencephalography (EEG) protocol for examining brainstem and cortical responses to sensory stimulation. Furthermore, machine learning techniques were employed to identify neural signatures from evoked brainstem-cortex activation and their interactions, facilitating the identification of the presence and subtype of migraine.</p><p><strong>Methods: </strong>This study analysed 1,000-epoch-averaged somatosensory evoked responses from 342 participants, comprising 113 healthy controls (HCs), 106 patients with chronic migraine (CM), and 123 patients with episodic migraine (EM). Activation amplitude and effective connectivity were obtained using weighted minimum norm estimates with spectral Granger causality analysis. This study used support vector machine algorithms to develop classification models; multimodal data (amplitude, connectivity, and scores of psychometric assessments) were applied to assess the reliability and generalisability of the identification results from the classification models.</p><p><strong>Results: </strong>The findings revealed that patients with migraine exhibited reduced amplitudes for responses in both the brainstem and cortical regions and increased effective connectivity between these regions in the gamma and high-gamma frequency bands. The classification model with characteristic features performed well in distinguishing patients with CM from HCs, achieving an accuracy of 81.8% and an area under the curve (AUC) of 0.86 during training and an accuracy of 76.2% and an AUC of 0.89 during independent testing. Similarly, the model effectively identified patients with EM, with an accuracy of 77.5% and an AUC of 0.84 during training and an accuracy of 87% and an AUC of 0.88 during independent testing. Additionally, the model successfully differentiated patients with CM from patients with EM, with an accuracy of 70.5% and an AUC of 0.73 during training and an accuracy of 72.7% and an AUC of 0.74 during independent testing.</p><p><strong>Conclusion: </strong>Altered brainstem-cortex activation and interaction are characteristic of the abnormal sensory processing in migraine. Combining evoked activity analysis with machine learning offers a reliable and generalisable tool for identifying patients with migraine and for assessing the severity of their condition. Thus, this approach is an effective and rapid diagnostic tool for clinicians.</p>","PeriodicalId":16013,"journal":{"name":"Journal of Headache and Pain","volume":"25 1","pages":"185"},"PeriodicalIF":7.3,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11514809/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142522072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Previous studies have shown that migraines are associated with brain structural changes. However, the causal relationships between these changes and migraine, as well as its subtypes, migraine with aura (MA) and migraine without aura (MO), remain largely unclear.
Methods: We utilized genome-wide association study (GWAS) summary statistics from European cohorts for 2,347 cortical structural magnetic resonance imaging (MRI) phenotypes, derived from both T1-weighted and diffusion tensor imaging scans (n = 36,663), with migraine and its subtypes (n = 147,970-375,752). Cortical phenotypes included both macrostructural (e.g., cortical thickness, surface area) and microstructural (e.g., fractional anisotropy, mean diffusivity) features. Genetic correlations were first assessed to identify significant associations, followed by bidirectional Mendelian randomization (MR) analyses to determine causal relationships between these brain phenotypes and migraine, as well as its subtypes (MA and MO). Sensitivity analyses were applied to ensure the robustness of the results.
Results: Genetic correlation analysis identified 510 significant associations between cortical structural phenotypes and migraine across 401 distinct traits. Forward MR analysis revealed nine significant causal effects of cortical structural changes on migraine risk. Specifically, increased cortical thickness and local gyrification index in specific cortical regions were associated with a decreased risk of overall migraine, MA, and MO, while intracellular volume fraction and orientation diffusion index in specific regions increased the risk of MA and MO. Reverse MR analysis demonstrated that MA causally increased mean diffusivity in the insular and frontal opercular cortex. Sensitivity analyses confirmed the robustness of these findings, with no evidence of horizontal pleiotropy or heterogeneity.
Conclusion: This study identifies causal relationships between cortical neuroimaging phenotypes and migraine, highlighting potential biomarkers for migraine diagnosis, treatment, and prevention.
背景:以往的研究表明,偏头痛与大脑结构变化有关。然而,这些变化与偏头痛及其亚型--有先兆偏头痛(MA)和无先兆偏头痛(MO)--之间的因果关系在很大程度上仍不清楚:我们利用欧洲队列的全基因组关联研究(GWAS)汇总统计了2,347种皮质结构磁共振成像(MRI)表型,这些表型来自T1加权和弥散张量成像扫描(n = 36,663),以及偏头痛及其亚型(n = 147,970-375,752)。皮质表型包括宏观结构(如皮质厚度、表面积)和微观结构(如分数各向异性、平均扩散率)特征。首先评估遗传相关性,以确定显著的关联性,然后进行双向孟德尔随机化(MR)分析,以确定这些脑表型与偏头痛及其亚型(MA和MO)之间的因果关系。为确保结果的稳健性,还进行了敏感性分析:遗传相关性分析发现,在 401 个不同性状中,有 510 个大脑皮层结构表型与偏头痛之间存在显著关联。前向磁共振分析揭示了皮质结构变化对偏头痛风险的九种显著因果效应。具体来说,特定皮质区域皮质厚度和局部回旋指数的增加与总体偏头痛、MA 和 MO 风险的降低有关,而特定区域的细胞内体积分数和定向扩散指数则会增加 MA 和 MO 的风险。反向磁共振分析表明,偏头痛会增加岛叶和额叶皮层的平均扩散率。敏感性分析证实了这些发现的稳健性,没有证据表明存在水平多向性或异质性:这项研究确定了皮层神经影像表型与偏头痛之间的因果关系,为偏头痛的诊断、治疗和预防提供了潜在的生物标志物。
{"title":"Causal relationships between cortical brain structural alterations and migraine subtypes: a bidirectional Mendelian randomization study of 2,347 neuroimaging phenotypes.","authors":"Zuhao Sun, Mengge Liu, Guoshu Zhao, Zhihui Zhang, Jinglei Xu, Linlin Song, Wanwan Zhang, Shaoying Wang, Linlin Jia, Qian Wu, Yue Wu, Haolin Wang, Nannan Liu, Qian Su, Feng Liu","doi":"10.1186/s10194-024-01896-y","DOIUrl":"10.1186/s10194-024-01896-y","url":null,"abstract":"<p><strong>Background: </strong>Previous studies have shown that migraines are associated with brain structural changes. However, the causal relationships between these changes and migraine, as well as its subtypes, migraine with aura (MA) and migraine without aura (MO), remain largely unclear.</p><p><strong>Methods: </strong>We utilized genome-wide association study (GWAS) summary statistics from European cohorts for 2,347 cortical structural magnetic resonance imaging (MRI) phenotypes, derived from both T1-weighted and diffusion tensor imaging scans (n = 36,663), with migraine and its subtypes (n = 147,970-375,752). Cortical phenotypes included both macrostructural (e.g., cortical thickness, surface area) and microstructural (e.g., fractional anisotropy, mean diffusivity) features. Genetic correlations were first assessed to identify significant associations, followed by bidirectional Mendelian randomization (MR) analyses to determine causal relationships between these brain phenotypes and migraine, as well as its subtypes (MA and MO). Sensitivity analyses were applied to ensure the robustness of the results.</p><p><strong>Results: </strong>Genetic correlation analysis identified 510 significant associations between cortical structural phenotypes and migraine across 401 distinct traits. Forward MR analysis revealed nine significant causal effects of cortical structural changes on migraine risk. Specifically, increased cortical thickness and local gyrification index in specific cortical regions were associated with a decreased risk of overall migraine, MA, and MO, while intracellular volume fraction and orientation diffusion index in specific regions increased the risk of MA and MO. Reverse MR analysis demonstrated that MA causally increased mean diffusivity in the insular and frontal opercular cortex. Sensitivity analyses confirmed the robustness of these findings, with no evidence of horizontal pleiotropy or heterogeneity.</p><p><strong>Conclusion: </strong>This study identifies causal relationships between cortical neuroimaging phenotypes and migraine, highlighting potential biomarkers for migraine diagnosis, treatment, and prevention.</p>","PeriodicalId":16013,"journal":{"name":"Journal of Headache and Pain","volume":"25 1","pages":"186"},"PeriodicalIF":7.3,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11514853/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142522073","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-25DOI: 10.1186/s10194-024-01890-4
Rosaria Greco, Miriam Francavilla, Sara Facchetti, Chiara Demartini, Anna Maria Zanaboni, Maria Irene Antonangeli, Mariano Maffei, Franca Cattani, Andrea Aramini, Marcello Allegretti, Cristina Tassorelli, Lidia De Filippis
Background: In addition to its critical role in neurogenesis, brain-derived neurotrophic factor (BDNF) modulates pain and depressive behaviors.
Methods: In a translational perspective, we tested the anti-migraine activity of highly purified and characterized recombinant human BDNF (rhBDNF) in an animal model of cephalic pain based on the chronic and intermittent NTG administration (five total injections over nine days), used to mimic recurrence of attacks over a given period. To achieve this, we assessed the effects of two doses of rhBDNF (40 and 80 µg/kg) administered intranasally to adult male Sprague-Dawley rats, on trigeminal hyperalgesia (by orofacial formalin test), gene expression (by rt-PCR) of neuropeptides and inflammatory cytokines in specific areas of the brain related to migraine pain. Serum levels of CGRP, PACAP, and VIP (by ELISA) were also evaluated. The effects of rhBDNF were compared with those of sumatriptan (5 mg/kg i.p), administered 1 h before the last NTG administration.
Results: Both doses of rhBDNF significantly reduced NTG-induced nocifensive behavior in Phase II of the orofacial formalin test. The anti-hyperalgesic effect of intranasal high-dose rhBDNF administration in the NTG-treated animals was associated with a significant modulation of mRNA levels of neuropeptides (CGRP, PACAP, VIP) and cytokines (IL-1beta, IL-10) in the trigeminal ganglion, medulla-pons, and hypothalamic area. Of note, the effects of rhBNDF treatment were comparable to those induced by the administration of sumatriptan. rhBDNF administration at both doses significantly reduced serum levels of PACAP, while the higher dose also significantly reduced serum levels of VIP.
Conclusions: The findings suggest that intranasal rhBDNF has the potential to be a safe, non-invasive and effective therapeutic approach for the treatment of primary headache, particularly migraine.
{"title":"Intranasal administration of recombinant human BDNF as a potential therapy for some primary headaches.","authors":"Rosaria Greco, Miriam Francavilla, Sara Facchetti, Chiara Demartini, Anna Maria Zanaboni, Maria Irene Antonangeli, Mariano Maffei, Franca Cattani, Andrea Aramini, Marcello Allegretti, Cristina Tassorelli, Lidia De Filippis","doi":"10.1186/s10194-024-01890-4","DOIUrl":"10.1186/s10194-024-01890-4","url":null,"abstract":"<p><strong>Background: </strong>In addition to its critical role in neurogenesis, brain-derived neurotrophic factor (BDNF) modulates pain and depressive behaviors.</p><p><strong>Methods: </strong>In a translational perspective, we tested the anti-migraine activity of highly purified and characterized recombinant human BDNF (rhBDNF) in an animal model of cephalic pain based on the chronic and intermittent NTG administration (five total injections over nine days), used to mimic recurrence of attacks over a given period. To achieve this, we assessed the effects of two doses of rhBDNF (40 and 80 µg/kg) administered intranasally to adult male Sprague-Dawley rats, on trigeminal hyperalgesia (by orofacial formalin test), gene expression (by rt-PCR) of neuropeptides and inflammatory cytokines in specific areas of the brain related to migraine pain. Serum levels of CGRP, PACAP, and VIP (by ELISA) were also evaluated. The effects of rhBDNF were compared with those of sumatriptan (5 mg/kg i.p), administered 1 h before the last NTG administration.</p><p><strong>Results: </strong>Both doses of rhBDNF significantly reduced NTG-induced nocifensive behavior in Phase II of the orofacial formalin test. The anti-hyperalgesic effect of intranasal high-dose rhBDNF administration in the NTG-treated animals was associated with a significant modulation of mRNA levels of neuropeptides (CGRP, PACAP, VIP) and cytokines (IL-1beta, IL-10) in the trigeminal ganglion, medulla-pons, and hypothalamic area. Of note, the effects of rhBNDF treatment were comparable to those induced by the administration of sumatriptan. rhBDNF administration at both doses significantly reduced serum levels of PACAP, while the higher dose also significantly reduced serum levels of VIP.</p><p><strong>Conclusions: </strong>The findings suggest that intranasal rhBDNF has the potential to be a safe, non-invasive and effective therapeutic approach for the treatment of primary headache, particularly migraine.</p>","PeriodicalId":16013,"journal":{"name":"Journal of Headache and Pain","volume":"25 1","pages":"184"},"PeriodicalIF":7.3,"publicationDate":"2024-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11515342/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142502038","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-17DOI: 10.1186/s10194-024-01888-y
Igor Petrušić, Mojsije Radović, Marko Daković, Aleksandra Radojičić, Gianluca Coppola
Background: This study investigated for a possible contributing role of hippocampus in the different clinical phenotypic manifestations of migraine aura.
Methods: Herein, patients were categorized as those with pure visual aura (MwAv), those who reported additional somatosensory and dysphasic symptoms (MwAvsd), and healthy controls (HCs). Neuroimaging data obtained using FreeSurfer-based segmentation of hippocampal subfields were compared between HCs and patients with migraine with aura, as well as between HCs and those with MwAv and MwAvsd. The average migraine aura complexity score (MACS) was calculated for each patient to investigate the correlation between hippocampal subfield volume and migraine aura complexity.
Results: Herein, 46 patients with migraine with aura (28 MwAvsd and 18 MwAv) and 31 HCs were included. There were no significant differences in the hippocampal subfields between HCs and patients with migraine with aura. The average MACS negatively correlated with the volumes of the left and right hippocampi, Cornu Ammonis (CA) 1, CA3, CA4, molecular layer, left granule cell layer of the dentate gyrus, hippocampal fissure, and hippocampus-amygdala transition area. The MwAvsd subgroup had significantly smaller whole hippocampal volumes in both hemispheres, as well as in both subicula, compared with the MwAv subgroup and HCs. In addition, the left molecular layer, right CA1, and hippocampal fissures were significantly smaller in the MwAvsd group than in the MwAv subgroup and HCs.
Conclusions: Smaller left and right hippocampal volumes, particularly of the subiculum/CA1 area, may play an important role in the pathophysiology of somatosensory and dysphasic symptoms in migraine with aura.
{"title":"Subsegmentation of the hippocampus in subgroups of migraine with aura patients: advanced structural neuroimaging study.","authors":"Igor Petrušić, Mojsije Radović, Marko Daković, Aleksandra Radojičić, Gianluca Coppola","doi":"10.1186/s10194-024-01888-y","DOIUrl":"https://doi.org/10.1186/s10194-024-01888-y","url":null,"abstract":"<p><strong>Background: </strong>This study investigated for a possible contributing role of hippocampus in the different clinical phenotypic manifestations of migraine aura.</p><p><strong>Methods: </strong>Herein, patients were categorized as those with pure visual aura (MwAv), those who reported additional somatosensory and dysphasic symptoms (MwAvsd), and healthy controls (HCs). Neuroimaging data obtained using FreeSurfer-based segmentation of hippocampal subfields were compared between HCs and patients with migraine with aura, as well as between HCs and those with MwAv and MwAvsd. The average migraine aura complexity score (MACS) was calculated for each patient to investigate the correlation between hippocampal subfield volume and migraine aura complexity.</p><p><strong>Results: </strong>Herein, 46 patients with migraine with aura (28 MwAvsd and 18 MwAv) and 31 HCs were included. There were no significant differences in the hippocampal subfields between HCs and patients with migraine with aura. The average MACS negatively correlated with the volumes of the left and right hippocampi, Cornu Ammonis (CA) 1, CA3, CA4, molecular layer, left granule cell layer of the dentate gyrus, hippocampal fissure, and hippocampus-amygdala transition area. The MwAvsd subgroup had significantly smaller whole hippocampal volumes in both hemispheres, as well as in both subicula, compared with the MwAv subgroup and HCs. In addition, the left molecular layer, right CA1, and hippocampal fissures were significantly smaller in the MwAvsd group than in the MwAv subgroup and HCs.</p><p><strong>Conclusions: </strong>Smaller left and right hippocampal volumes, particularly of the subiculum/CA1 area, may play an important role in the pathophysiology of somatosensory and dysphasic symptoms in migraine with aura.</p>","PeriodicalId":16013,"journal":{"name":"Journal of Headache and Pain","volume":"25 1","pages":"182"},"PeriodicalIF":7.3,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11484179/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}