Alterations in Functional Connectivity During Different Phases of the Triggered Migraine Attack
Notice bibliographique
Résumé
OBJECTIVE: To understand the changes in functional connectivity between brain areas of potential importance in migraine during different phases of the attack. BACKGROUND: Migraine is a symptomatically heterogeneous disorder. Understanding the possible changes in brain function and, therefore, neurobiology during different phases of the migraine attack is important in developing disease biomarkers and advancing therapeutics. DESIGN: Randomized, double-blind, placebo-controlled, multi-visit experimental study. METHODS: Subjects aged 18-50 years with migraine with and without aura (≤22 headache days per month) were recruited from across the UK using advertising, from both population and hospital clinic samples (n = 53). Consented subjects were randomized to a 0.5 µg/kg/min nitroglycerin infusion or to placebo over 20 minutes across different study visits, during the period February 2015-July 2017.* All subjects were exposed to a nitroglycerin infusion at least on 1 occasion at screening.** For those subjects who consented to participate in imaging visits (n = 25), structural T1, T2 and FLAIR sequences and resting state blood oxygen level dependant contrast (rsBOLD) time series, using a multiecho EPI sequence, were conducted over 30-40 minutes at baseline and rsBOLD during premonitory symptoms and migraine headache on a 3T General Electric MR750 MRI scanner. For the placebo visit, the imaging was conducted at the same times following infusion in the absence of symptoms. RESULTS: Montreal Neurological Institute (MNI) coordinates were used to characterize identified brain areas of connectivity change. Using repeated measures ANOVA models with time (visit number) and trigger substance (nitroglycerin/placebo) as factors, significant positive functional coupling was found between the thalami bilaterally and the right precuneus and cuneus regions during the nitroglycerin-triggered premonitory phase (T = 3.23, peak connectivity change at [-6, -68, 40] for left thalamus, P = 0.012 and [-4, -68, 40] for right thalamus, P = 0.019). The nitroglycerin-triggered premonitory phase was associated with a change in the direction of connectivity from positive to negative between the pons and the limbic lobe (T = 3.47, peak connectivity change at [2, 8, 50], P < 0.001). The headache phase of the nitroglycerin-triggered migraine attack was associated with ongoing negative functional coupling between the pons and the cingulate and frontal cortices, and positive functional coupling between the pons and the cerebellar tonsils and medulla (T = 3.47, peak connectivity change at [-8, -52, -58], P = 0.007). CONCLUSIONS: Understanding the functional reorganization between subcortical and cortical brain areas in different phases of the migraine attack provides novel insights into the abnormal sensory processing and integration during migraine, as well as functional correlation with clinical symptoms displayed during each phase. [*Correction added on July 22, 2020 after first online publication: This sentence was revised from, "Consented subjects had a 0.5 μg/kg/min nitroglycerin infusion…".] [**Correction added on July 22, 2020 after first online publication: This sentence was revised from, "… at least on 1 occasion at screening."].
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Comment cette classification a été obtenuedéplier
Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».