A
Author Contribution
DAM, LG, AN, DF, and GD conceived and designed the study; DAM and LG performed patient recruitment and data curation; DAM, LG, GD, AP, AR, AM, and GR performed patient clinical evaluation; AN, DF, GC, JPMC, and GD contributed to neuroimaging data collection and curation; AE, DF and GC performed neuroimaging data clinical assessment; DF, GC, and JPMC performed statistical and neuroimaging data analyses; DAM, DF, AN, GD, and GC drafted the manuscript; JPMC, EC, AE, MG, AM, GR, AP, AR, and LG conducted a rigorous review of the manuscript and provided critical feedback; AN and MG contributed to funding acquisition; MG provided MRI facility resources; AR, AN, LG, MG supervised the project. All authors contributed toward the revision and writing of the final draft and approved the final version of the manuscript before submission. DF performed manuscript submission and author correspondence.
References
1.Raggi A, Leonardi M, Arruda M et al (2024) Hallmarks of primary headache: part 1 - migraine. J Headache Pain 25:189. https://doi.org/10.1186/s10194-024-01889-x
2.Schwedt TJ, Chiang C-C, Chong CD, Dodick, David W (2015) Functional Magnetic Resonance Imaging of Migraine. Lancet Neurol 14:81–91. https://doi.org/10.1016/S1474-4422(14)70193-0
3.Schramm S, Börner C, Reichert M et al (2023) Functional magnetic resonance imaging in migraine. A systematic review
4.Xue T, Yuan K, Cheng P et al (2013) Alterations of regional spontaneous neuronal activity and corresponding brain circuit changes during resting state in migraine without aura. NMR Biomed 26:1051–1058. https://doi.org/10.1002/nbm.2917
5.Cai M, Liu J, Wang X et al (2023) Spontaneous brain activity abnormalities in migraine: A meta-analysis of functional neuroimaging. Hum Brain Mapp 44. https://doi.org/10.1002/hbm.26085
6.Xue T, Yuan K, Zhao L et al (2012) Intrinsic Brain Network Abnormalities in Migraines without Aura Revealed in Resting-State fMRI. PLoS ONE 7. https://doi.org/10.1371/journal.pone.0052927
7.Haghdoost F, Puledda F, Garcia-Azorin D et al (2023) Evaluating the efficacy of CGRP mAbs and gepants for the preventive treatment of migraine: A systematic review and network meta-analysis of phase 3 randomised controlled trials. Cephalalgia 43. https://doi.org/10.1177/03331024231159366
8.Pozo-Rosich P, Ailani J, Ashina M et al (2023) Atogepant for the preventive treatment of chronic migraine (PROGRESS): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet 402. https://doi.org/10.1016/S0140-6736(23)01049-8
9.Ashina M, Tepper SJ, Reuter U et al (2023) Once-daily oral atogepant for the long-term preventive treatment of migraine: Findings from a multicenter, randomized, open-label, phase 3 trial. Headache 63:79–88. https://doi.org/10.1111/head.14439
10.Lipton RB, Pozo-Rosich P, Blumenfeld AM et al (2022) Rates of Response to Atogepant for Migraine Prophylaxis among Adults: A Secondary Analysis of a Randomized Clinical Trial. JAMA Netw Open 5:E2215499. https://doi.org/10.1001/jamanetworkopen.2022.15499
11.Schwedt TJ, Nikolova S, Dumkrieger G et al (2022) Longitudinal changes in functional connectivity and pain-induced brain activations in patients with migraine: a functional MRI study pre- and post- treatment with Erenumab. J Headache Pain 23:1–15. https://doi.org/10.1186/s10194-022-01526-5
12.Szabo E, Bolo NR, Borsook D et al (2025) Peripherally acting anti-CGRP monoclonal antibodies attenuate cortical resting-state connectivity in migraine patients. Cephalalgia 45. https://doi.org/10.1177/03331024241313377
13.Basedau H, Sturm LM, Mehnert J et al (2022) Migraine monoclonal antibodies against CGRP change brain activity depending on ligand or receptor target – an fMRI study. Elife 11:1–15. https://doi.org/10.7554/eLife.77146
14.Ziegeler C, Mehnert J, Asmussen K, May A (2020) Central effects of erenumab in migraine patients: An event-related functional imaging study. Neurology 95:E2794–E2802. https://doi.org/10.1212/WNL.0000000000010740
15.Recober A (2021) Pathophysiology of Migraine. Continuum (Minneap Minn) 27:. https://doi.org/10.1212/CON.0000000000000983
16.Villalón CM, VanDenBrink AM (2017) The Role of 5-Hydroxytryptamine in the Pathophysiology of Migraine and its Relevance to the Design of Novel Treatments. Mini-Reviews Med Chem 17. https://doi.org/10.2174/1389557516666160728121050
17.Headache Classification Comittee of the International Headache Society (IHS) (2018) The International Classification of Headache Disorders, 3rd edition. Cephalalgia 38:1–211. https://doi.org/10.1177/0333102417738202
18.Esteban O, Birman D, Schaer M et al (2017) MRIQC: Advancing the automatic prediction of image quality in MRI from unseen sites. PLoS ONE 12. https://doi.org/10.1371/journal.pone.0184661
19.Nieto-Castanon A, Whitfield-Gabrieli S (2020) CONN functional connectivity toolbox: RRID SCR_009550, release 20
20.Dipasquale O, Selvaggi P, Veronese M et al Receptor-Enriched Analysis of functional connectivity by targets (REACT): A novel, multimodal analytical approach informed by PET to study the pharmacodynamic response of the brain under MDMA. Neuroimage 195:. https://doi.org/10.1016/j.neuroimage.2019.04.007
21.Beliveau V, Ganz M, Feng L et al (2017) A high-resolution in vivo atlas of the human brain’s serotonin system. J Neurosci 37:120–128. https://doi.org/10.1523/JNEUROSCI.2830-16.2016
22.Hansen JY, Shafiei G, Markello RD et al (2022) Mapping neurotransmitter systems to the structural and functional organization of the human neocortex. Nat Neurosci 25:1569–1581. https://doi.org/10.1038/s41593-022-01186-3
23.Manca R, De Marco M, Soininen H et al (2025) Changes in neurotransmitter-related functional connectivity along the Alzheimer’s disease continuum. Brain Commun 7. https://doi.org/10.1093/braincomms/fcaf008
24.Trutti AC, Fontanesi L, Mulder MJ et al (2021) A probabilistic atlas of the human ventral tegmental area (VTA) based on 7 Tesla MRI data. Brain Struct Funct 226:1155–1167. https://doi.org/10.1007/s00429-021-02231-w
25.Hammers A, Allom R, Koepp MJ et al (2003) Three-dimensional maximum probability atlas of the human brain, with particular reference to the temporal lobe. Hum Brain Mapp 19:224–247. https://doi.org/10.1002/hbm.10123
26.Gousias IS, Rueckert D, Heckemann RA et al (2008) Automatic segmentation of brain MRIs of 2-year-olds into 83 regions of interest. NeuroImage 40:672–684. https://doi.org/10.1016/j.neuroimage.2007.11.034
27.Faillenot I, Heckemann RA, Frot M, Hammers A (2017) Macroanatomy and 3D probabilistic atlas of the human insula. NeuroImage 150:88–98. https://doi.org/10.1016/j.neuroimage.2017.01.073
28.Wild HM, Heckemann RA, Studholme C, Hammers A (2017) Gyri of the human parietal lobe: Volumes, spatial extents, automatic labelling, and probabilistic atlases. PLoS ONE 12. https://doi.org/10.1371/journal.pone.0180866
29.Montisano DA, Giossi R, Canella M et al (2024) Reducing the Impact of Headache and Allodynia Score in Chronic Migraine: An Exploratory Analysis from the Real-World Effectiveness of Anti-CGRP Monoclonal Antibodies Compared to Onabotulinum Toxin A (RAMO) Study. Toxins (Basel) 16. https://doi.org/10.3390/toxins16040178
30.Mínguez-Olaondo A, Quintas S, Morollón Sánchez-Mateos N et al (2022) Cutaneous Allodynia in Migraine: A Narrative Review. Front Neurol 12:1–10. https://doi.org/10.3389/fneur.2021.831035
31.Lipton RB, Burstein R, Buse DC et al (2021) Efficacy of erenumab in chronic migraine patients with and without ictal allodynia. Cephalalgia 41:1152–1160. https://doi.org/10.1177/03331024211010305
32.Martucci KT, Mackey SC (2018) Neuroimaging of Pain: Human Evidence and Clinical Relevance of Central Nervous System Processes and Modulation. Anesthesiology 128:1241–1254. https://doi.org/10.1097/ALN.0000000000002137
33.Mungoven TJ, Marciszewski KK, Macefield VG et al (2022) Alterations in pain processing circuitries in episodic migraine. J Headache Pain 23. https://doi.org/10.1186/s10194-021-01381-w
34.Beissner F, Meissner K, Bar K-J et al (2013) The Autonomic Brain: An Activation Likelihood Estimation Meta-Analysis for Central Processing of Autonomic Function. J Neurosci 33:10503–10511. https://doi.org/10.1523/JNEUROSCI.1103-13.2013
35.Bushnell MC, Čeko M, Low LA (2013) Cognitive and emotional control of pain and its disruption in chronic pain. Nat Rev Neurosci 14:502–511. https://doi.org/10.1038/nrn3516
36.Benarroch EE (2020) Physiology and Pathophysiology of the Autonomic Nervous System. Contin Lifelong Learn Neurol 26:12–24. https://doi.org/10.1212/CON.0000000000000817
37.Yu D, Yuan K, Luo L et al (2017) Abnormal functional integration across core brain networks in migraine without aura. Mol Pain 13:1–10. https://doi.org/10.1177/1744806917737461
38.Maleki N, Becerra L, Brawn J et al (2012) Concurrent functional and structural cortical alterations in migraine. Cephalalgia 32:607–620. https://doi.org/10.1177/0333102412445622
39.Jin C, Yuan K, Zhao L et al (2013) Structural and functional abnormalities in migraine patients without aura. NMR Biomed 26:58–64. https://doi.org/10.1002/nbm.2819
40.Cahill CM, Cook C, Pickens S et al (2014) Migraine and Reward System—Or Is It Aversive? Curr Pain Headache. https://doi.org/10.1007/s11916-014-0410-y. Reports 2014 185 18:
41.Kim JH, Kim S, Suh SI et al (2010) Interictal metabolic changes in episodic migraine: A voxel-based FDG-PET study. Cephalalgia 30:53–61. https://doi.org/10.1111/j.1468-2982.2009.01890.x
42.Argaman Y, Kisler LB, Granovsky Y et al (2020) The Endogenous Analgesia Signature in the Resting Brain of Healthy Adults and Migraineurs. J Pain 21. https://doi.org/10.1016/j.jpain.2019.12.006
43.Mathur VA, Moayedi M, Keaser ML et al (2016) Frontiers | High Frequency Migraine Is Associated with Lower Acute Pain Sensitivity and Abnormal Insula Activity Related to Migraine Pain Intensity, Attack Frequency, and Pain Catastrophizing. Front Hum Neurosci 10. https://doi.org/10.3389/fnhum.2016.00489
44.Russo A, Esposito F, Conte F et al (2017) Functional interictal changes of pain processing in migraine with ictal cutaneous allodynia. Cephalalgia 37:305–314. https://doi.org/10.1177/0333102416644969
45.Becker S, Gandhi W, Pomares F et al (2017) Orbitofrontal cortex mediates pain inhibition by monetary reward. Soc Cogn Affect Neurosci 12:651–661. https://doi.org/10.1093/scan/nsw173
46.Kim DJ, Jassar H, Lim M et al (2021) Dopaminergic regulation of reward system connectivity underpins pain and emotional suffering in migraine. J Pain Res 14:631–643. https://doi.org/10.2147/JPR.S296540
47.Yang S, Boudier-Revéret M, Choo YJ, Chang MC (2020) Association between chronic pain and alterations in the mesolimbic dopaminergic system. Brain Sci 10:1–14. https://doi.org/10.3390/brainsci10100701
48.Yu S, Li W, Shen W et al (2020) Impaired mesocorticolimbic connectivity underlies increased mechanical pain sensitivity in chronic low back pain. NeuroImage 218. https://doi.org/10.1016/j.neuroimage.2020.116969
49.Edvinsson L, Warfvinge K (2019) Recognizing the role of CGRP and CGRP receptors in migraine and its treatment. Cephalalgia 39:366–373. https://doi.org/10.1177/0333102417736900
50.Eftekhari S, Salvatore CA, Johansson S et al (2015) Localization of CGRP, CGRP receptor, PACAP and glutamate in trigeminal ganglion. Relation to the blood-brain barrier. Brain Res 1600:93–109. https://doi.org/10.1016/j.brainres.2014.11.031
51.Basedau H, Peng KP, Schellong M, May A (2024) Double-blind, randomized, placebo-controlled study to evaluate erenumab-specific central effects: an fMRI study. J Headache Pain 25:1–9. https://doi.org/10.1186/s10194-023-01709-8
52.De Tommaso M, Vecchio E, Quitadamo SG et al (2021) Pain-related brain connectivity changes in migraine: A narrative review and proof of concept about possible novel treatments interference. Brain Sci 11:1–21. https://doi.org/10.3390/brainsci11020234