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| Name | Class |
|---|---|
| University of L'Aquila | OTHER |
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The investigators aim to define the neurofunctional phenotype of migraine patients who did not respond to at least 3 preventive treatments, including monoclonal antibodies (mAbs) targeting calcitonin gene-related peptide (CGRP) pathway (NON-responders).
Primary aim will be to assess and compare changes in functional resting-state connectivity at baseline and after three months of mAbs treatment between patients who will achieve a reduction of monthly migraine days >/= than 50% (namely Responders) and those who will not (namely Responders).
The 2 groups will undergo a neurofunctional profile by means of High Density-electroencephalogram (HD-EEG) and functional-magnetic resonance imaging (fMRI).
High Density-electroencephalogram (HD-EEG) and functional-magnetic resonance imaging (fMRI) are widely available as powerful means to non-invasively study brain connectivity features in migraine patients.
They both enables to record brain activity with high spatial resolution. HD-EEG also contributes to high temporal resolution, while fMRI contributes to precise evaluation of deep cortical and subcortical areas, relevant in migraine pathophysiology.
Aim of the study is to evaluate changes in resting-state functional connectivity in patients undergoing preventive mAbs treatment using HD- EEG and fMRI. These findings will allow the identification of a multibiomarkers panel signature of migraine patients resisting to specifically targeted preventive treatments and potentially unveiling other molecular targets for therapeutic approaches.
STUDY DESIGN:
This study is part of the SPHERA project receiving funding from the Italian Ministry of Health (GR-2021-12372429). Patients will be enrolled from those attending the outpatient clinic of IRCCS Mondino Institute (Pavia) and Neurology Department of the University of L'Aquila (Avezzano).
The investigators will collect clinical data and perform neurofunctional profiling of migraine patients at baseline (T0) and after three months of mAbs treatment (T3).
METHODS:
All patients will undergo a resting-state functional evaluation through high density-EEG and subset of 40 patients will also be studied in parallel with fMRI at baseline.
- HD-EEG: the investigators will randomly acquire 4 recordings (6 minutes each) in resting-state condition, 2 with opened eyes, and 2 with closed eyes. The investigators will consider the following frequency bands: delta (1-4 Hz), theta (4-8 Hz), alfa (8-13 Hz), beta (13-30 Hz), gamma (30-80 Hz).
Acquisition parameters will be: High-Pass: 0.5 Hz; Low-Pass: 100 Hz; Notch: 50 Hz. For analysis of HD-EEG data, the investigators will use a tailored analysis pipe-line that was previously developed and validated to reconstruct neural sources from cortical/subcortical gray matter (Semprini, 2021). EEG signals will be band-pass filtered (1-80 Hz) and down-sampled at 250 Hz. Biological artifacts will be rejected using Independent Component Analysis (ICA). EEG signals will be referenced with a customized version of the Reference Electrode Standardization Technique (REST) (Mantini, 2007). A matrix will estimate the relationship between the measured scalp potentials and the dipoles corresponding to brain sources. Sources reconstruction will be performed with the exact low-resolution brain electromagnetic tomography (eLORETA) algorithm.
- Resting state fMRI: ICA will be applied to resting state-fMRI to characterize the RSNs. For each subject and for each identified RSN, the mean functional connectivity will be calculated. A seed based component analysis will be applied in order to obtain a whole brain map to describe the strength of the connectivity of each voxel of the brain image with the region of interest (seed). The region of interests selection will be based on available literature and previous experience.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Responders | Patients with high frequency episodic or chronic migraine undergoing treatment with monoclonal antibodies directed against calcitonin gene related peptide pathway (mAbs) who obtained a reduction in monthly migraine days equal or higher than 50% compared to pre-treatment values. |
| |
| NON-Responders | Patients with high frequency episodic or chronic migraine undergoing mAbs treatment who obtained a reduction in monthly migraine days < 50% compared to pre-treatment values. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| MAbs | Drug | Monthly or quarterly mAbs administration |
|
| Measure | Description | Time Frame |
|---|---|---|
| RSN-FC assessed through HD-EEG | Resting state functional connectivity assessed through HD-EEG (continuous variable, without unit of measurement) | Baseline (T0), and three months of mAbs treatment (T1) |
| RSN-FC assessed through MRI | Resting state functional connectivity assessed through MRI (continuous variable, without unit of measurement) | Baseline (T0) |
| Measure | Description | Time Frame |
|---|---|---|
| Comparison between baseline RSN-FC assessed through HD-EEG | Comparison between RSN-FC changes assessed through HD-EEG (continuous variable, without unit of measurement) | Baseline (T0) |
| Comparison between baseline RSN-FC assessed through MRI |
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Inclusion Criteria:
Exclusion Criteria:
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Subjects with chronic and high frequency episodic migraine attending the outpatient clinic of the Headache Science & Neurorehabilitation Unit of the IRCCS Mondino Foundation (Pavia, Italy) and the Neurology Department of the University of L'Aquila (Avezzano, Italy).
| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Roberto De Icco | Contact | 00390382380425 | roberto.deicco@mondino.it | |
| Cinzia Fattore | Contact | 00390382380385 | cinzia.fattore@mondino.it |
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Headache Science & Neurorehabilitation Unit | Recruiting | Pavia | 27100 | Italy |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 18155928 | Background | Mantini D, Franciotti R, Romani GL, Pizzella V. Improving MEG source localizations: an automated method for complete artifact removal based on independent component analysis. Neuroimage. 2008 Mar 1;40(1):160-73. doi: 10.1016/j.neuroimage.2007.11.022. Epub 2007 Dec 3. | |
| 32498885 | Background | Gao W, Walther A, Wekenborg M, Penz M, Kirschbaum C. Determination of endocannabinoids and N-acylethanolamines in human hair with LC-MS/MS and their relation to symptoms of depression, burnout, and anxiety. Talanta. 2020 Sep 1;217:121006. doi: 10.1016/j.talanta.2020.121006. Epub 2020 Apr 9. |
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| ID | Term |
|---|---|
| D008881 | Migraine Disorders |
| ID | Term |
|---|---|
| D051270 | Headache Disorders, Primary |
| D020773 | Headache Disorders |
| D001927 | Brain Diseases |
| D002493 | Central Nervous System Diseases |
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| ID | Term |
|---|---|
| D008024 | Ligands |
| ID | Term |
|---|---|
| D019995 | Laboratory Chemicals |
| D020313 | Specialty Uses of Chemicals |
| D020164 | Chemical Actions and Uses |
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Peripheral blood
Comparison between RSN-FC changes assessed through MRI (continuous variable, without unit of measurement)
| Baseline (T0) |
| 27524289 | Background | Fuertig R, Ceci A, Camus SM, Bezard E, Luippold AH, Hengerer B. LC-MS/MS-based quantification of kynurenine metabolites, tryptophan, monoamines and neopterin in plasma, cerebrospinal fluid and brain. Bioanalysis. 2016 Sep;8(18):1903-17. doi: 10.4155/bio-2016-0111. Epub 2016 Aug 15. |
| 27130315 | Background | Curto M, Lionetto L, Negro A, Capi M, Fazio F, Giamberardino MA, Simmaco M, Nicoletti F, Martelletti P. Altered kynurenine pathway metabolites in serum of chronic migraine patients. J Headache Pain. 2015;17:47. doi: 10.1186/s10194-016-0638-5. Epub 2016 Apr 29. |
| 32967434 | Background | Greco R, Demartini C, Zanaboni AM, Tumelero E, Icco R, Sances G, Allena M, Tassorelli C. Peripheral changes of endocannabinoid system components in episodic and chronic migraine patients: A pilot study. Cephalalgia. 2021 Feb;41(2):185-196. doi: 10.1177/0333102420949201. Epub 2020 Sep 23. |
| 33587406 | Background | De Icco R, Greco R, Demartini C, Vergobbi P, Zanaboni A, Tumelero E, Reggiani A, Realini N, Sances G, Grillo V, Allena M, Tassorelli C. Spinal nociceptive sensitization and plasma palmitoylethanolamide levels during experimentally induced migraine attacks. Pain. 2021 Sep 1;162(9):2376-2385. doi: 10.1097/j.pain.0000000000002223. |
| D009422 | Nervous System Diseases |