Abstract
The involvement of the cerebellum in migraine pathophysiology is not well understood. We used a biparametric approach at high-field MRI (3 T) to assess the structural integrity of the cerebellum in 15 migraineurs with aura (MWA), 23 migraineurs without aura (MWoA), and 20 healthy controls (HC). High-resolution T1 relaxation maps were acquired together with magnetization transfer images in order to probe microstructural and myelin integrity. Clusterwise analysis was performed on T1 and magnetization transfer ratio (MTR) maps of the cerebellum of MWA, MWoA, and HC using an ANOVA and a non-parametric clusterwise permutation F test, with age and gender as covariates and correction for familywise error rate. In addition, mean MTR and T1 in frontal regions known to be highly connected to the cerebellum were computed. Clusterwise comparison among groups showed a cluster of lower MTR in the right Crus I of MWoA patients vs. HC and MWA subjects (p = 0.04). Univariate and bivariate analysis on T1 and MTR contrasts showed that MWoA patients had longer T1 and lower MTR in the right and left pars orbitalis compared to MWA (p < 0.01 and 0.05, respectively), but no differences were found with HC. Lower MTR and longer T1 point at a loss of macromolecules and/or micro-edema in Crus I and pars orbitalis in MWoA patients vs. HC and vs. MWA. The pathophysiological implications of these findings are discussed in light of recent literature.
Similar content being viewed by others
References
Lipton RB, Stewart WF. Migraine headaches: epidemiology and comorbidity. Clin Neurosci. 1998;5(1):2–9.
Roncolato M et al. An epidemiological study to assess migraine prevalence in a sample of Italian population presenting to their GPs. Eur Neurol. 2000;43(2):102–6.
Warshaw LJ, Burton WN. Cutting the costs of migraine: role of the employee health unit. J Occup Environ Med. 1998;40(11):943–53.
Stewart WF et al. Prevalence of migraine headache in the United States. Relation to age, income, race, and other sociodemographic factors. JAMA. 1992;267(1):64–9.
Vincent M, Hadjikhani N. The cerebellum and migraine. Headache. 2007;47(6):820–33.
Sandor PS et al. Subclinical cerebellar impairment in the common types of migraine: a three-dimensional analysis of reaching movements. Ann Neurol. 2001;49(5):668–72.
Wieser T et al. Persistent ocular motor disturbances in migraine without aura. Neurol Sci. 2004;25(1):8–12.
Harno H et al. Subclinical vestibulocerebellar dysfunction in migraine with and without aura. Neurology. 2003;61(12):1748–52.
Rossi C et al. Balance disorders in headache patients: evaluation by computerized static stabilometry. Acta Neurol Scand. 2005;111(6):407–13.
Ishizaki K et al. Static stabilometry in patients with migraine and tension-type headache during a headache-free period. Psychiatry Clin Neurosci. 2002;56(1):85–90.
Arkink EB et al. Cerebral perfusion changes in migraineurs: a voxelwise comparison of interictal dynamic susceptibility contrast MRI measurements. Cephalalgia. 2012;32(4):279–88.
Crawford JS, Konkol RJ. Familial hemiplegic migraine with crossed cerebellar diaschisis and unilateral meningeal enhancement. Headache. 1997;37(9):590–3.
Lee TG et al. Reversible cerebellar perfusion in familial hemiplegic migraine. Lancet. 1996;348(9038):1383.
Kruit MC et al. Migraine is associated with an increased risk of deep white matter lesions, subclinical posterior circulation infarcts and brain iron accumulation: the population-based MRI CAMERA study. Cephalalgia. 2010;30(2):129–36.
van den Maagdenberg AM et al. A Cacna1a knockin migraine mouse model with increased susceptibility to cortical spreading depression. Neuron. 2004;41(5):701–10.
Hadjikhani N et al. Mechanisms of migraine aura revealed by functional MRI in human visual cortex. Proc Natl Acad Sci USA. 2001;98(8):4687–92.
Woods RP, Iacoboni M, Mazziotta JC. Brief report: bilateral spreading cerebral hypoperfusion during spontaneous migraine headache. N Engl J Med. 1994;331(25):1689–92.
Vincent MB, Hadjikhani N. Migraine aura and related phenomena: beyond scotomata and scintillations. Cephalalgia. 2007;27(12):1368–77.
Gold L, Lauritzen M. Neuronal deactivation explains decreased cerebellar blood flow in response to focal cerebral ischemia or suppressed neocortical function. Proc Natl Acad Sci USA. 2002;99(11):7699–704.
Moskowitz MA, Macfarlane R. Neurovascular and molecular mechanisms in migraine headaches. Cerebrovasc Brain Metab Rev. 1993;5(3):159–77.
Jacquin MF et al. Trigeminal primary afferents project bilaterally to dorsal horn and ipsilaterally to cerebellum, reticular formation, and cuneate, solitary, supratrigeminal and vagal nuclei. Brain Res. 1982;246(2):285–91.
Huerta MF, Frankfurter A, Harting JK. Studies of the principal sensory and spinal trigeminal nuclei of the rat: projections to the superior colliculus, inferior olive, and cerebellum. J Comp Neurol. 1983;220(2):147–67.
Kruit MC et al. Brain stem and cerebellar hyperintense lesions in migraine. Stroke. 2006;37(4):1109–12.
Jin C et al. Structural and functional abnormalities in migraine patients without aura. NMR Biomed. 2013;26(1):58–64.
International Headache Conference (IHC). The international classification of headache disorders: 2nd edition. Cephalalgia. 2004;24 suppl 1:9–160.
Klein S et al. elastix: a toolbox for intensity-based medical image registration. IEEE Trans Med Imaging. 2010;29(1):196–205.
Diedrichsen J et al. A probabilistic MR atlas of the human cerebellum. NeuroImage. 2009;46(1):39–46.
Diedrichsen J. A spatially unbiased atlas template of the human cerebellum. NeuroImage. 2006;33(1):127–38.
Diedrichsen J et al. Imaging the deep cerebellar nuclei: a probabilistic atlas and normalization procedure. NeuroImage. 2011;54(3):1786–94.
Bullmore ET et al. Global, voxel, and cluster tests, by theory and permutation, for a difference between two groups of structural MR images of the brain. IEEE Trans Med Imaging. 1999;18(1):32–42.
Kober T et al. MP2RAGE multiple sclerosis magnetic resonance imaging at 3 T. Investig Radiol. 2012;47(6):346–52.
Krienen FM, Buckner RL. Segregated fronto-cerebellar circuits revealed by intrinsic functional connectivity. Cereb Cortex. 2009;19(10):2485–97.
Roche A et al. On the convergence of EM-like algorithms for image segmentation using Markov random fields. Med Image Anal. 2011;15(6):830–9.
Henkelman RM, Stanisz GJ, Graham SJ. Magnetization transfer in MRI: a review. NMR Biomed. 2001;14(2):57–64.
Deoni SC. Quantitative relaxometry of the brain. Top Magn Reson Imaging. 2010;21(2):101–13.
Stoodley CJ, Schmahmann JD. Evidence for topographic organization in the cerebellum of motor control versus cognitive and affective processing. Cortex. 2010;46(7):831–44.
Moulton EA et al. Aversion-related circuitry in the cerebellum: responses to noxious heat and unpleasant images. J Neurosci. 2011;31(10):3795–804.
Baumann O, Mattingley JB. Functional topography of primary emotion processing in the human cerebellum. NeuroImage. 2012;61(4):805–11.
Kringelbach ML, Rolls ET. The functional neuroanatomy of the human orbitofrontal cortex: evidence from neuroimaging and neuropsychology. Prog Neurobiol. 2004;72(5):341–72.
Anders S et al. Compensatory premotor activity during affective face processing in subclinical carriers of a single mutant Parkin allele. Brain. 2012;135(Pt 4):1128–40.
Sprengelmeyer R et al. Neural structures associated with recognition of facial expressions of basic emotions. Proc Biol Sci. 1998;265(1409):1927–31.
Wildgruber D et al. Distinct frontal regions subserve evaluation of linguistic and emotional aspects of speech intonation. Cereb Cortex. 2004;14(12):1384–9.
Ethofer T et al. Decoding of emotional information in voice-sensitive cortices. Curr Biol. 2009;19(12):1028–33.
Lotze M et al. Reduced ventrolateral fMRI response during observation of emotional gestures related to the degree of dopaminergic impairment in Parkinson disease. J Cogn Neurosci. 2009;21(7):1321–31.
Eck J et al. Affective brain regions are activated during the processing of pain-related words in migraine patients. Pain. 2011;152(5):1104–13.
Moskowitz MA. Basic mechanisms in vascular headache. Neurol Clin. 1990;8(4):801–15.
Lauritzen M. Pathophysiology of the migraine aura. The spreading depression theory. Brain. 1994;117(Pt 1):199–210.
Boulloche N et al. Photophobia in migraine: an interictal PET study of cortical hyperexcitability and its modulation by pain. J Neurol Neurosurg Psychiatry. 2010;81:978–84.
Denuelle M et al. A PET study of photophobia during spontaneous migraine attacks. Neurology. 2011;76(3):213–8.
Lai KL et al. Subcortical hyperexcitability in migraineurs: a high-frequency oscillation study. Can J Neurol Sci. 2011;38(2):309–16.
Rogawski MA. Common pathophysiologic mechanisms in migraine and epilepsy. Arch Neurol. 2008;65(6):709–14.
Ayata C et al. Suppression of cortical spreading depression in migraine prophylaxis. Ann Neurol. 2006;59:652–61.
Merkler D et al. Propagation of spreading depression inversely correlates with cortical myelin content. Ann Neurol. 2009;66(3):355–65.
Ambrosini A et al. Familial basilar migraine associated with a new mutation in the ATP1A2 gene. Neurology. 2005;65(11):1826–8.
Ophoff RA et al. Familial hemiplegic migraine and episodic ataxia type-2 are caused by mutations in the Ca2+ channel gene CACNL1A4. Cell. 1996;87(3):543–52.
Ducros A et al. Mapping of a second locus for familial hemiplegic migraine to 1q21-q23 and evidence of further heterogeneity. Ann Neurol. 1997;42(6):885–90.
Vanmolkot KR et al. Novel mutations in the Na+, K+-ATPase pump gene ATP1A2 associated with familial hemiplegic migraine and benign familial infantile convulsions. Ann Neurol. 2003;54(3):360–6.
Kruit MC et al. Infarcts in the posterior circulation territory in migraine. The population-based MRI CAMERA study. Brain. 2005;128(Pt 9):2068–77.
Lotze M, Sauseng P, Staudt M. Functional relevance of ipsilateral motor activation in congenital hemiparesis as tested by fMRI-navigated TMS. Exp Neurol. 2009;217(2):440–3.
Lehericy S et al. Diffusion tensor fiber tracking shows distinct corticostriatal circuits in humans. Ann Neurol. 2004;55(4):522–9.
Acknowledgments
This work was supported by the Stoicescu Foundation, the Swiss National Science Foundation Grant PZ00P3_131914/1 and by the Centre d'Imagerie BioMédicale (CIBM) of the University of Lausanne (UNIL), the Swiss Federal Institute of Technology Lausanne (EPFL), the University of Geneva (UniGe), the Centre Hospitalier Universitaire Vaudois (CHUV), the Hôpitaux Universitaires de Genève (HUG), and the Leenaards and the Jeantet Foundations.
Conflict of interest
Dr Roche and Dr Krueger work for Siemens AG. The other authors have nothing to disclose.
Author information
Authors and Affiliations
Corresponding author
Additional information
C. Granziera, D. Romascano, G. Krueger, and N. Hadjikhani equally contributed.
Rights and permissions
About this article
Cite this article
Granziera, C., Romascano, D., Daducci, A. et al. Migraineurs Without Aura Show Microstructural Abnormalities in the Cerebellum and Frontal Lobe. Cerebellum 12, 812–818 (2013). https://doi.org/10.1007/s12311-013-0491-x
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12311-013-0491-x