Genome-wide meta-analysis identifies new susceptibility loci for migraine
Open accessAbstract
Migraine is the most common brain disorder, affecting approximately 14% of the adult population, but its molecular mechanisms are poorly understood. We report the results of a meta-analysis across 29 genome-wide association studies, including a total of 23,285 individuals with migraine (cases) and 95,425 population-matched controls. We identified 12 loci associated with migraine susceptibility (P<5×10(-8)). Five loci are new: near AJAP1 at 1p36, near TSPAN2 at 1p13, within FHL5 at 6q16, within C7orf10 at 7p14 and near MMP16 at 8q21. Three of these loci were identified in disease subgroup analyses. Brain tissue expression quantitative trait locus analysis suggests potential functional candidate genes at four loci: APOA1BP, TBC1D7, FUT9, STAT6 and ATP5B.
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The PHACTR1 region at 6p24 is linked by genome-wide studies to five vascular conditions: high blood pressure, fibromuscular dysplasia, cervical artery dissection, migraine, and coronary heart disease.
“Genome-wide association studies (GWASs) implicate the PHACTR1 locus (6p24) in risk for five vascular diseases, including coronary artery disease, migraine headache, cervical artery dissection, fibro-muscular dysplasia, and hypertension.”
From A Genetic Variant Associated with Five Vascular Diseases Is a Distal Regulator of Endothelin-1 Gene Expression (2017) · cites this paper as Anttila et al., 2013
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“GENETIC FACTORS Recently, several genome-wide association studies (GWAS) have identified common genetic variants at several loci significantly associated with migraine susceptibility (40, 41).”
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Vagus nerve stimulation inhibits cortical spreading depression
Chen, S., Ay, İ., Morais, A., Qin, T., Zheng, Y. Z., Sadeghian, H., Oka, F., Simon, B. J., Eikermann‐Haerter, K., & Ayata, C. (2015) · Pain · doi:10.1097/j.pain.0000000000000437 · Cited by 160 · see citing works
Genetics of migraine: where are we now?
Grangeon, L., Lange, K. S., Waliszewska‐Prosół, M., Onan, D., Marschollek, K., Wiels, W. A., Mikulenka, P., Farham, F., Gollion, C., & Ducros, A. (2023) · The Journal of Headache and Pain · doi:10.1186/s10194-023-01547-8 · Cited by 158 · see citing works
From transformation to chronification of migraine: pathophysiological and clinical aspects
Torres‐Ferrús, M., Ursitti, F., Alpuente, A., Brunello, F., Chiappino, D., de Vries, T., Marco, S. D., Ferlisi, S., Guerritore, L., González-García, N., et al. (2020) · The Journal of Headache and Pain · doi:10.1186/s10194-020-01111-8 · Cited by 152 · see citing works
Defective glutamate and K+ clearance by cortical astrocytes in familial hemiplegic migraine type 2
Capuani, C., Melone, M., Tottene, A., Bragina, L., Crivellaro, G., Santello, M., Casari, G., Conti, F., & Pietrobon, D. (2016) · EMBO Molecular Medicine · doi:10.15252/emmm.201505944 · Cited by 149 · see citing works
“…transmission (Pietrobon & Moskowitz, 2013) and for which genome-wide association studies have identified susceptibility loci potentially leading to enhanced glutamatergic transmission and/or dysregulated brain E/I balance (Anttila et al, 2010, 2013; Chasman et al, 2011; Freilinger et al, 2012).”
Dobbyn, A. L., Huckins, L. M., Boocock, J., Sloofman, L. G., Glicksberg, B. S., Giambartolomei, C., Hoffman, G. E., Perumal, T. M., Girdhar, K., Jiang, Y., et al. (2018) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2018.04.011 · Cited by 142 · see citing works
Statistical methods to detect pleiotropy in human complex traits
Hackinger, S., & Zeggini, E. (2017) · Open Biology · doi:10.1098/rsob.170125 · Cited by 143 · see citing works
Premonitory and nonheadache symptoms induced by CGRP and PACAP38 in patients with migraine
Guo, S., Vollesen, A. L. H., Olesen, J., & Ashina, M. (2016) · Pain · doi:10.1097/j.pain.0000000000000702 · Cited by 133 · see citing works
Genetics of Migraine: Insights into the Molecular Basis of Migraine Disorders
Sutherland, H. G. E., & Griffiths, L. R. (2017) · Headache The Journal of Head and Face Pain · doi:10.1111/head.13053 · Cited by 134 · see citing works
“This study, involving 23,285 cases and 95,425 controls, brought the number of loci significantly associated with migraine to 13, with the reporting of new loci near AJAP1, TSPAN2, and within FHL5, C7orf10, and MMP16.”
BackgroundMitochondrial Dysfunction in Migraine
Yorns, W. R., & Hardison, H. H. (2013) · Seminars in Pediatric Neurology · doi:10.1016/j.spen.2013.09.002 · Cited by 125 · see citing works
Brain scans from 21,297 individuals reveal the genetic architecture of hippocampal subfield volumes
Initiative, A. D. N., van der Meer, D., for the Pediatric Imaging, N. A. G. S., Rokicki, J., Kaufmann, T., Córdova‐Palomera, A., Moberget, T., Alnæs, D., Bettella, F., Frei, O., et al. (2018) · Molecular Psychiatry · doi:10.1038/s41380-018-0262-7 · Cited by 126 · see citing works
Shared genetic basis for migraine and ischemic stroke
Malik, R., Freilinger, T. M., Winsvold, B. S., Anttila, V., Heiden, J. V., Traylor, M., de Vries, B., Holliday, E. G., Terwindt, G. M., Sturm, J. W., et al. (2015) · Neurology · doi:10.1212/wnl.0000000000001606 · Cited by 115 · see citing works
“One potential explanation is that genetic risk for MA may be more restricted to rare variants not captured by GWAS strategies as suggested by the larger number of genome-wide significant loci for MO compared to MA despite comparable sample sizes.(11) However, estimated heritability for MA is as least as high as for MO.”
BackgroundMethodInfluentialTrynka, G., Westra, H.-J., Slowikowski, K., Hu, X., Xu, H., Stranger, B. E., Klein, R. J., Han, B., & Raychaudhuri, S. (2015) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2015.05.016 · Cited by 114 · see citing works
First international consensus on the diagnosis and management of fibromuscular dysplasia
Gornik, H. L., Persu, A., Adlam, D., Aparicio, L. S., Azizi, M., Boulanger, M., Bruno, R. M., De Leeuw, P., Fendrikova-Mahlay, N., Froehlich, J., et al. (2019) · Journal of Hypertension · doi:10.1097/hjh.0000000000002019 · Cited by 113 · see citing works
Geller, F., Feenstra, B., Carstensen, L., Pers, T. H., van Rooij, I. A. L. M., Körberg, I. B., Choudhry, S., Karjalainen, J. M., Schnack, T. H., Hollegaard, M. V., et al. (2014) · Nature Genetics · doi:10.1038/ng.3063 · Cited by 111 · see citing works
Human local adaptation of the TRPM8 cold receptor along a latitudinal cline
Key, F. M., Abdul‐Aziz, M. A., Mundry, R., Peter, B. M., Sekar, A., D’Amato, M., Dennis, M. Y., Schmidt, J. M., & Andrés, A. M. (2018) · PLoS Genetics · doi:10.1371/journal.pgen.1007298 · Cited by 110 · see citing works
Saw, J., Yang, M., Trinder, M., Tcheandjieu, C., Xu, C., Starovoytov, A., Birt, I., Mathis, M. R., Hunker, K. L., Schmidt, E. M., et al. (2020) · Nature Communications · doi:10.1038/s41467-020-17558-x · Cited by 107 · see citing works
Common Variant Burden Contributes to the Familial Aggregation of Migraine in 1,589 Families
Gormley, P., Kurki, M., Hiekkala, M. E., Veerapen, K., Häppölä, P., Mitchell, A. A., Lal, D., Palta, P., Surakka, I. L., Kaunisto, M. A., et al. (2018) · Neuron · doi:10.1016/j.neuron.2018.04.014 · Cited by 101 · see citing works
“The polygenic nature of migraine is well documented by GWAS that have identified over 40 loci associated to common forms of migraine (Anttila et al., 2010, 2013; Chasman et al., 2011; Freilinger et al., 2012; Gormley et al., 2016).”
BackgroundAdvance in genetics of migraine
de Boer, I., van den Maagdenberg, A. M. J. M., & Terwindt, G. M. (2019) · Current Opinion in Neurology · doi:10.1097/wco.0000000000000687 · Cited by 100 · see citing works
“Given the robustness of the associated SNPs in the migraine GWAS and the fact that six of the loci identified in the headache GWAS were also identified in clinicalbased migraine GWAS, this scenario seems unlikely [10,14].”
BackgroundNutrient Sensing, Signaling and Ageing: The Role of IGF-1 and mTOR in Ageing and Age-Related Disease
Johnson, S. C. (2018) · Sub-cellular biochemistry/Subcellular biochemistry · doi:10.1007/978-981-13-2835-0_3 · Cited by 102 · see citing works
Lipton, R. B., Fanning, K. M., Buse, D. C., Martin, V. T., Reed, M. L., Adams, A. M., & Goadsby, P. J. (2018) · Headache The Journal of Head and Face Pain · doi:10.1111/head.13342 · Cited by 94 · see citing works
Choquet, H., Yin, J., Jacobson, A. S., HORTON, B. H., Hoffmann, T. J., Jorgenson, E., Avins, A. L., & Pressman, A. R. (2021) · Communications Biology · doi:10.1038/s42003-021-02356-y · Cited by 93 · see citing works
Identification of Susceptibility Loci for Spontaneous Coronary Artery Dissection
Turley, T. N., O’Byrne, M. M., Kosel, M., de Andrade, M., Gulati, R., Hayes, S. N., Tweet, M. S., & Olson, T. M. (2020) · JAMA Cardiology · doi:10.1001/jamacardio.2020.0872 · Cited by 89 · see citing works
The integrated landscape of causal genes and pathways in schizophrenia
Ma, C., Gu, C., Huo, Y., Li, X., & Luo, X. (2018) · Translational Psychiatry · doi:10.1038/s41398-018-0114-x · Cited by 85 · see citing works
Hübel, C., Gaspar, H. A., Coleman, J. R. I., Hanscombe, K. B., Purves, K. L., Prokopenko, I., Graff, M., Ngwa, J. S., Workalemahu, T., O’Reilly, P. F., et al. (2019) · Nature Communications · doi:10.1038/s41467-019-13544-0 · Cited by 79 · see citing works
“…available from the UK Biobank (URLs), for the behavioural traits years of education 87 by the Social Science Genetic Association Consortium (SSGAC) (URLs), for neuroticism 41 by our own group (Supplementary Data 1) and for migraine 88,89 by International Headache Genetics Consortium (IHGC).”
MethodGenetic and biochemical changes of the serotonergic system in migraine pathobiology
Gasparini, C., Smith, R. A., & Griffiths, L. R. (2017) · The Journal of Headache and Pain · doi:10.1186/s10194-016-0711-0 · Cited by 87 · see citing works
“identified a single risk variant, rs2651899 in the PRDM16 gene among 12 single nucleotide polymorphisms (SNPs) genotyped chosen based on prior GWAS findings by Antilla [65] to be significantly associated with efficacy of triptans [60].”
MethodAnalysis of Shared Heritability in Common Disorders of the Brain
(2016) · doi:10.1101/048991 · Cited by 82 · see citing works
“In most cases, this occurs via many common variants, each 93 of small effect, with examples in Alzheimer’s disease(18), bipolar disorder(19), migraine(20), 94 Parkinson’s disease(21), and schizophrenia(22).”
BackgroundMolecular genetic overlap between migraine and major depressive disorder
Yang, Y., Zhao, H., Boomsma, D. I., Ligthart, L., Belin, A. C., Smith, G. D., Esko, T., Freilinger, T. M., Hansen, T. F., Ikram, M. A., et al. (2018) · European Journal of Human Genetics · doi:10.1038/s41431-018-0150-2 · Cited by 84 · see citing works
Meng, W., Adams, M. J., Hébert, H. L., Deary, I. J., McIntosh, A. M., & Smith, B. H. (2018) · EBioMedicine · doi:10.1016/j.ebiom.2018.01.023 · Cited by 77 · see citing works
Jovanović, F., Candido, K. D., & Knežević, N. N. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21176045 · Cited by 79 · see citing works
Inhibition of Neuroinflammation by AIBP: Spinal Effects upon Facilitated Pain States
Woller, S. A., Choi, S.-H., An, E. J., Low, H., Schneider, D. A., Ramachandran, R., Kim, J., Bae, Y. S., Sviridov, D., Corr, M., et al. (2018) · Cell Reports · doi:10.1016/j.celrep.2018.04.110 · Cited by 79 · see citing works
“A genome-wide meta-analysis identified APOA1BP (the gene encoding the AIBP protein) as a susceptibility locus for migraine (Anttila et al., 2013).”
BackgroundAltered neurochemical coupling in the occipital cortex in migraine with visual aura
Bridge, H., Stagg, C. J., Near, J., Lau, C. I., Zisner, A. R., & Cader, M. Z. (2015) · Cephalalgia · doi:10.1177/0333102414566860 · Cited by 78 · see citing works
“Nevertheless, disturbance of glutamate metabolism and neurotransmission is also supported by genetic studies (18).”
BackgroundHuman pain genetics database: a resource dedicated to human pain genetics research
Meloto, C. B., Benavides, R., Lichtenwalter, R. N., Wen, X., Tugarinov, N., Zorina-Lichtenwalter, K., Chabot‐Doré, A., Piltonen, M., Cattaneo, S., Verma, V., et al. (2017) · Pain · doi:10.1097/j.pain.0000000000001135 · Cited by 78 · see citing works
“As a notable exception, GWASs have already been conducted on many migraine cohorts.(3,4,17,26,34) Databases hosting human genetic association data currently”
BackgroundCervical Artery Dissections: Etiopathogenesis and Management
Keser, Z., Chiang, C., Benson, J. C., Pezzini, A., & Lanzino, G. S. (2022) · Vascular Health and Risk Management · doi:10.2147/vhrm.s362844 · Cited by 77 · see citing works
Genetic epidemiology of migraine and depression
Yang, Y., Ligthart, L., Terwindt, G. M., Boomsma, D. I., Rodriguez‐Acevedo, A. J., & Nyholt, D. R. (2016) · Cephalalgia · doi:10.1177/0333102416638520 · Cited by 74 · see citing works
“zip) and the 2013 International Headache Genetics Consortium (IHGC) migraine GWAS (101).”
Lai, D., Wetherill, L. F., Bertelsen, S. E., Carey, C. E., Kamarajan, C., Kapoor, M., Meyers, J. L., Anokhin, A. P., Bennett, D. A., Bucholz, K. K., et al. (2019) · Genes Brain & Behavior · doi:10.1111/gbb.12579 · Cited by 71 · see citing works
“RABGAP1L is broadly expressed in brain regions and showed association with cerebrospinal fluid biomarker levels(54) and migraine.(55) Other genes near this region seem interesting too, for example, KIAA0040, which is downstream of this region, was associated with alcohol dependence.”
BackgroundGramer, G., Weber, B. H. F., & Gramer, E. (2015) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.15-17274 · Cited by 73 · see citing works
“Recently, several new susceptibility loci for migraine have been identified, many of them located in genes with known functions in synaptic or neuronal regulation.(35,36) Suzuki and colleagues(37) have found homozygous mutations in SLC4A4, encoding the Na-HCO3 cotransporter NBCe1, in two sisters with ocular abnormalit…”
BackgroundClinical spectrum of hemiplegic migraine and chances of finding a pathogenic mutation
Pelzer, N., Haan, J., Stam, A. H., Vijfhuizen, L. S., Koelewijn, S. C., Smagge, A., de Vries, B., Ferrari, M. D., van den Maagdenberg, A. M. J. M., & Terwindt, G. M. (2018) · Neurology · doi:10.1212/wnl.0000000000004966 · Cited by 73 · see citing works
Genetics of chronic post-surgical pain: a crucial step toward personal pain medicine
Clarke, H. A., Katz, J. D., Flor, H., Rietschel, M., Diehl, S. R., & Seltzer, Z. (2014) · Canadian Journal of Anesthesia/Journal canadien d anesthésie · doi:10.1007/s12630-014-0287-6 · Cited by 71 · see citing works
Genetic analysis for a shared biological basis between migraine and coronary artery disease
Winsvold, B. S., Nelson, C. P., Malik, R., Gormley, P., Anttila, V., Heiden, J. V., Elliott, K. S., Jacobsen, L. M., Palta, P., Amin, N., et al. (2015) · Neurology Genetics · doi:10.1212/nxg.0000000000000010 · Cited by 70 · see citing works
“It is possible that MA is a more heterogeneous disorder or is influenced by rare and low-frequency variants not captured by current imputation panels.(12,28) Larger studies that also interrogate rare variants will be needed to determine the genetic basis of MA and its potential overlap with cardiovascular disease.”
BackgroundMethodInfluentialChen, S., Fuh, J., Chung, M., Lin, Y., Liao, Y., Wang, Y.-F., Hsu, C., Yang, U., Lin, M., Chiou, J.-J., et al. (2017) · Cephalalgia · doi:10.1177/0333102417695105 · Cited by 69 · see citing works
“First, patients with migraine with aura were excluded for two reasons: (a) The low prevalence of aura in Taiwanese migraine patients (10%) made it difficult to achieve an adequate sample size for acceptable statistical power; (b) a meta-analysis of GWASs found that with the same sample size, the power to identify risk…”
BackgroundMethodResultInfluentialBunyavanich, S., Schadt, E. E., Himes, B. E., Lasky-Su, J. A., Qiu, W., Lazarus, R. M., Ziniti, J. P., Cohain, A. T., Linderman, M. D., Torgerson, D. G., et al. (2014) · BMC Medical Genomics · doi:10.1186/1755-8794-7-48 · Cited by 69 · see citing works
“Finally, pathway analysis can help decipher the functional implications of coherent groups of genes with respect to gene ontology functional categories [18,21-23].”
Exploiting the GTEx resources to decipher the mechanisms at GWAS lociPreprint
Barbeira, A., Bonazzola, R., Gamazon, E. R., Liang, Y., Park, Y., Kim-Hellmuth, S., Wang, G. T., Jiang, Z., Zhou, D., Hormozdiari, F., et al. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/814350 · Cited by 70 · see citing works
Mawet, J., Debette, S., Bousser, M., & Ducros, A. (2016) · Headache The Journal of Head and Face Pain · doi:10.1111/head.12798 · Cited by 68 · see citing works
“Interestingly, a genome-wide association study in migraine has identified a genetic variant associated with migraine vulnerability implicated in MMP pathways (rs 10504861, near MMP 16).(48) However, up to now, no genetic risk locus related to MMP pathway has been found in CeAD.”
BackgroundBeyond Indigestion: Emerging Roles for Lysosome-Based Signaling in Human Disease
Ferguson, S. (2015) · Current Opinion in Cell Biology · doi:10.1016/j.ceb.2015.04.014 · Cited by 64 · see citing works
Gene-based pleiotropy across migraine with aura and migraine without aura patient groups
Zhao, H., Eising, E., de Vries, B., Vijfhuizen, L. S., Anttila, V., Winsvold, B. S., Kurth, T., Stefánsson, H., Kallela, M., Malik, R., et al. (2015) · Cephalalgia · doi:10.1177/0333102415591497 · Cited by 66 · see citing works
“For more detailed descriptions of the cohorts, please see the original report (11).”
InfluentialFrancis, C., Futschik, M. E., Huang, J. V., Bai, W., Sargurupremraj, M., Teumer, A., Breteler, M. M. B., Petretto, E. G., Ho, A. S. R., Amouyel, P., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-32219-x · Cited by 66 · see citing works
Altered cognition-related brain activity and interactions with acute pain in migraine
Mathur, V. A., Khan, S. A., Keaser, M. L., Hubbard, C. S., Goyal, M., & Seminowicz, D. A. (2015) · NeuroImage Clinical · doi:10.1016/j.nicl.2015.01.003 · Cited by 65 · see citing works
“Furthermore, others have examined chronic and episodic migraine patients together, which has led to a number of recent advances in the understanding ofmigraine (e.g. Anttila et al., 2013; Hamedani et al., 2013; Hunter et al., 2014).”
The Genetics of Pain: Implications for Therapeutics
Sexton, J. E., Cox, J. J., Zhao, J., & Wood, J. N. (2017) · The Annual Review of Pharmacology and Toxicology · doi:10.1146/annurev-pharmtox-010617-052554 · Cited by 65 · see citing works
Guo, S., Vollesen, A. L. H., Hansen, Y. B. L., Frandsen, E., Andersen, M. R., Amin, F. M., Fahrenkrug, J., Olesen, J., & Ashina, M. (2016) · Cephalalgia · doi:10.1177/0333102416639517 · Cited by 63 · see citing works
“Briefly, the patients were recruited from a cohort of 1010 unrelated MO patients from the Danish Headache Center who were genotyped for the 12 identified SNPs associated with migraine, including the risk allele C of rs2274316 (MEF2D) (13).”
Exploring the Hereditary Nature of Migraine
Bron, C., Sutherland, H. G. E., & Griffiths, L. R. (2021) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s282562 · Cited by 62 · see citing works
Genetic Susceptibility Loci in Genomewide Association Study of Cluster Headache
Harder, A. V. E., Winsvold, B. S., Noordam, R., Vijfhuizen, L. S., Børte, S., Kogelman, L. J. A., de Boer, I., Tronvik, E., Rosendaal, F. R., van Dijk, K. W., et al. (2021) · Annals of Neurology · doi:10.1002/ana.26146 · Cited by 62 · see citing works
“that regulates cAMP-responsive elements CREB6 and CREM, which play a role in synaptic plasticity and memory formation.(40) UFL1 codes for the ubiquitin-fold modifier 1 (UFM1)-specific ligase 1, an ubiquitin-like protein that allows UFL1 to conjugate to its substrates.”
BackgroundGenetic pleiotropy between age-related macular degeneration and 16 complex diseases and traits
Graßmann, F., Kiel, C., Zimmermann, M. E., Gorski, M., Grassmann, V., Stark, K. J., Heid, I. M., & Weber, B. H. F. (2017) · Genome Medicine · doi:10.1186/s13073-017-0418-0 · Cited by 61 · see citing works
de Vries, B., Anttila, V., Freilinger, T. M., Wessman, M., Kaunisto, M. A., Kallela, M., Artto, V., Vijfhuizen, L. S., Göbel, H., Dichgans, M., et al. (2015) · Cephalalgia · doi:10.1177/0333102414566820 · Cited by 61 · see citing works
“patients who are clinic-based), we restricted our investigations to GWAS data of clinic-based migraine patients only (8,9,11).”
InfluentialMigrainomics — identifying brain and genetic markers of migraine
Nyholt, D. R., Borsook, D., & Griffiths, L. R. (2017) · Nature Reviews Neurology · doi:10.1038/nrneurol.2017.151 · Cited by 60 · see citing works
Winsvold, B. S., Bettella, F., Witoelar, A., Anttila, V., Gormley, P., Kurth, T., Terwindt, G. M., Freilinger, T. M., Frei, O., Shadrin, A. A., et al. (2017) · PLoS ONE · doi:10.1371/journal.pone.0185663 · Cited by 59 · see citing works
“Migraine GWAS summary statistics results (P-values and z-scores) were obtained from the International Headache Genetics Consortium (IHGC) [24] and entailed 23,285 migraine cases and 95,425 controls.”
BackgroundMethodInfluentialFMD and SCAD: Sex-Biased Arterial Diseases With Clinical and Genetic Pleiotropy
Kim, E. S. H., Saw, J., Kadian‐Dodov, D. L., Wood, M. J., & Ganesh, S. K. (2021) · Circulation Research · doi:10.1161/circresaha.121.318300 · Cited by 60 · see citing works
Diamine Oxidase rs 10156191 and rs 2052129 Variants Are Associated With the Risk for Migraine
García‐Martín, E., Martínez, C., Serrador, M., Alonso‐Navarro, H., Ayuso, P., Navacerrada, F., Agúndez, J. A. G., & Jiménez‐Jiménez, F. J. (2015) · Headache The Journal of Head and Face Pain · doi:10.1111/head.12493 · Cited by 57 · see citing works
Eising, E., Huisman, S. M. H., Mahfouz, A. E., Vijfhuizen, L. S., Anttila, V., Winsvold, B. S., Kurth, T., Ikram, M. A., Freilinger, T. M., Kaprio, J. A., et al. (2016) · Human Genetics · doi:10.1007/s00439-016-1638-x · Cited by 55 · see citing works
Spreading Depolarization May Link Migraine and Stroke
Eikermann‐Haerter, K. (2014) · Headache The Journal of Head and Face Pain · doi:10.1111/head.12386 · Cited by 54 · see citing works
“Importantly, increased cerebral excitability is implicated in common types of migraine as well, as suggested by genome-wide association studies.(92,93) Therefore, enhanced stroke susceptibility in mutant”
BackgroundGavva, N. R., Sandrock, R. W., Arnold, G. E., Davis, M., Lamas, E., Lindvay, C., Li, C.-M., Smith, B. P., Bačkonja, M., Gabriel, K., et al. (2019) · Scientific Reports · doi:10.1038/s41598-019-56295-0 · Cited by 54 · see citing works
Current progress in clinical, molecular, and genetic aspects of adult fibromuscular dysplasia
Persu, A., Dobrowolski, P., Gornik, H. L., Olin, J. W., Adlam, D., Azizi, M., Boutouyrie, P., Bruno, R. M., Boulanger, M., Demoulin, J., et al. (2021) · Cardiovascular Research · doi:10.1093/cvr/cvab086 · Cited by 53 · see citing works
“based on Anttila et al.(39) and UK Biobank, 7995 cases and 116 409 controls.”
MethodYounger, D. S. (2016) · Neurologic Clinics · doi:10.1016/j.ncl.2016.06.011 · Cited by 53 · see citing works
Linking migraine frequency with family history of migraine
Pelzer, N., Louter, M. A., van Zwet, E. W., Nyholt, D. R., Ferrari, M. D., van den Maagdenberg, A. M. J. M., Haan, J., & Terwindt, G. M. (2018) · Cephalalgia · doi:10.1177/0333102418783295 · Cited by 53 · see citing works
“We also confirmed the association of genetic load and having migraine with aura (2,6), but except for a single variant (30) current GWAS have not been able to discover robust associations for this migraine subtype.”
BackgroundInfluentialLocal genetic effects on gene expression across 44 human tissuesPreprint
Aguet, F., Brown, A. A., Castel, S. E., Davis, J. R., Mohammadi, P., Segrè, A. V., Zappala, Z., Abell, N. S., Frésard, L., Gamazon, E. R., et al. (2016) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/074450 · Cited by 58 · see citing works
Discovery of susceptibility loci associated with tuberculosis in Han Chinese
Qi, H. M., Zhang, Y., Sun, L., Chen, C., Xu, B., Xu, F., Liu, J., Liu, J., Chen, C., Jiao, W., et al. (2017) · Human Molecular Genetics · doi:10.1093/hmg/ddx365 · Cited by 52 · see citing works
Appelt‐Menzel, A., Oerter, S., Mathew, S., Haferkamp, U., Hartmann, C., Jung, M., Neuhaus, W., & Pleß, O. (2020) · Current Protocols in Stem Cell Biology · doi:10.1002/cpsc.122 · Cited by 54 · see citing works
Perivascular neurotransmitters: Regulation of cerebral blood flow and role in primary headaches
Frederiksen, S., Haanes, K. A., Warfvinge, K., & Edvinsson, L. I. (2017) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1177/0271678x17747188 · Cited by 51 · see citing works
Implications of Transient Receptor Potential Cation Channels in Migraine Pathophysiology
Shibata, M., & Tang, C. (2020) · Neuroscience Bulletin · doi:10.1007/s12264-020-00569-5 · Cited by 50 · see citing works
Psychiatric Comorbidity in Childhood and Adolescence Headache
Dyb, G. A., Stensland, S. Ø., & Zwart, J. (2015) · Current Pain and Headache Reports · doi:10.1007/s11916-015-0479-y · Cited by 51 · see citing works
CGRP as a neuropeptide in migraine: lessons from mice
Russo, A. F. (2015) · British Journal of Clinical Pharmacology · doi:10.1111/bcp.12686 · Cited by 48 · see citing works
Genome-wide association studies of late-onset cardiovascular disease
Smith, J. G., & Newton‐Cheh, C. (2015) · Journal of Molecular and Cellular Cardiology · doi:10.1016/j.yjmcc.2015.04.004 · Cited by 49 · see citing works
“The other is a locus on chromosome 6p24 associated with increased expression of the gene PHACTR1 and CAD,migraine and cervical artery dissection although the possiblemechanism remains unclear [66, 67].”
Migraine Prophylaxis, Ischemic Depolarizations, and Stroke Outcomes in Mice
Eikermann‐Haerter, K., Lee, J. H., Yalcin, N., Yu, E. S., Daneshmand, A., Wei, Y., Zheng, Y. Z., Can, A., Sengul, B., Ferrari, M. D., et al. (2014) · Stroke · doi:10.1161/strokeaha.114.006982 · Cited by 48 · see citing works
Tspan2: a tetraspanin protein involved in oligodendrogenesis and cancer metastasis
Yaseen, I., Monk, P. N., & Partridge, L. J. (2017) · Biochemical Society Transactions · doi:10.1042/bst20160022 · Cited by 47 · see citing works
- Authors
- North American Brain Expression Consortium, Anttila, V., UK Brain Expression Consortium, the International Headache Genetics Consortium, Winsvold, B. S., Gormley, P., Kurth, T., Bettella, F., McMahon, G., Kallela, M., Malik, R., de Vries, B., Terwindt, G., Medland, S. E., Todt, U., McArdle, W. L., Quaye, L., Koiranen, M., Ikram, M. A., Lehtimäki, T., Stam, A. H., Ligthart, L., Wedenoja, J., Dunham, I., Neale, B. M., Palta, P., Hamalainen, E., Schürks, M., Rose, L. M., Buring, J. E., Ridker, P. M., Steinberg, S., Stefansson, H., Jakobsson, F., Lawlor, D. A., Evans, D. M., Ring, S. M., Färkkilä, M., Artto, V., Kaunisto, M. A., Freilinger, T., Schoenen, J., Frants, R. R., Pelzer, N., Weller, C. M., Zielman, R., Heath, A. C., Madden, P. A. F., Montgomery, G. W., Martin, N. G., Borck, G., Göbel, H., Heinze, A., Heinze-Kuhn, K., Williams, F. M. K., Hartikainen, A.-L., Pouta, A., van den Ende, J., Uitterlinden, A. G., Hofman, A., Amin, N., Hottenga, J.-J., Vink, J. M., Heikkilä, K., Alexander, M., Muller-Myhsok, B., Schreiber, S., Meitinger, T., Wichmann, H. E., Aromaa, A., Eriksson, J. G., Traynor, B. J., Trabzuni, D., Rossin, E., Lage, K., Jacobs, S. B. R., Gibbs, J. R., Birney, E., Kaprio, J., Penninx, B. W., Boomsma, D. I., van Duijn, C., Raitakari, O., Jarvelin, M.-R., Zwart, J.-A., Cherkas, L., Strachan, D. P., Kubisch, C., Ferrari, M. D., van den Maagdenberg, A. M. J. M., Dichgans, M., Wessman, M., Smith, G. D., Stefansson, K., & Daly, M. J.
- Affiliations
- Broad Institute (US)
- Oslo University Hospital (NO)
- Wellcome Sanger Institute (GB)
- Brigham and Women's Hospital (US)
- deCODE Genetics (Iceland) (IS)
- University of Bristol (GB)
- Helsinki University Hospital (FI)
- Institut für Schlaganfall- und Demenzforschung (DE)
- Leiden University Medical Center (NL)
- QIMR Berghofer Medical Research Institute (AU)
- Universität Ulm (DE)
- King's College London (GB)
- Oulu University Hospital (FI)
- Erasmus MC (NL)
- Tampere University (FI)
- Amsterdam Public Health (NL)
- University of Helsinki (FI)
- European Bioinformatics Institute (GB)
- Essen University Hospital (DE)
- National University Hospital of Iceland (IS)
- University of Liège (BE)
- Washington University in St. Louis (US)
- Vrije Universiteit Amsterdam (NL)
- University of Bonn (DE)
- Christian-Albrechts-Universität zu Kiel (DE)
- TUM Klinikum (DE)
- Helmholtz Munich (DE)
- Finnish Institute for Health and Welfare (FI)
- National Institutes of Health (US)
- King Faisal Specialist Hospital & Research Centre (SA)
- University Medical Center Groningen (NL)
- University of Turku (FI)
- St George's, University of London (GB)
- Munich Cluster for Systems Neurology (DE)
- Corresponding author
- Anttila, Verneri
- ORCID
- Anttila, Verneri
- Winsvold, Bendik S
- Gormley, Padhraig
- Kurth, Tobias
- Bettella, Francesco
- Kallela, Mikko
- Malik, Rainer
- Terwindt, Gisela
- Medland, Sarah E
- McArdle, Wendy L
- Koiranen, Markku
- Ikram, M Arfan
- Lehtimäki, Terho
- Ligthart, Lannie
- Wedenoja, Juho
- Dunham, Ian
- Neale, Benjamin M
- Palta, Priit
- Schürks, Markus
- Rose, Lynda M
- Buring, Julie E
- Ridker, Paul M
- Steinberg, Stacy
- Lawlor, Debbie A
- Evans, David M
- Ring, Susan M
- Artto, Ville
- Kaunisto, Mari A
- Freilinger, Tobias
- Schoenen, Jean
- Pelzer, Nadine
- Heath, Andrew C
- Madden, Pamela A F
- Montgomery, Grant W
- Martin, Nicholas G
- Borck, Guntram
- Göbel, Hartmut
- Heinze, Axel
- Williams, Frances M K
- Amin, Najaf
- Hottenga, Jouke-Jan
- Vink, Jacqueline M
- Schreiber, Stefan
- Meitinger, Thomas
- Wichmann, Heinz Erich
- Eriksson, Johan G
- Traynor, Bryan J
- Trabzuni, Daniah
- Rossin, Elizabeth
- Lage, Kasper
- Jacobs, Suzanne B R
- Gibbs, J Raphael
- Birney, Ewan
- Kaprio, Jaakko
- Penninx, Brenda W
- Boomsma, Dorret I
- Raitakari, Olli
- Zwart, John-Anker
- Strachan, David P
- Kubisch, Christian
- Ferrari, Michel D
- Dichgans, Martin
- Smith, George Davey
- Daly, Mark J
- Venue
- Nature Genetics
- Published
- 2013-06-23
- Volume
- 45
- Issue
- 8
- Pages
- 912-917
- ISSN
- 1061-4036 (ISSN-L)
- 1546-1718
- PMC
- PMC4041123
- OpenAlex
- W2136453726
- Cited by
- 410
- References
- 54
- Citations by year
- 2026: 12 · 2025: 27 · 2024: 23 · 2023: 20 · 2022: 32 · 2021: 30 · 2020: 24 · 2019: 30 · 2018: 32 · 2017: 44 · 2016: 53 · 2015: 40 · 2014: 33 · 2013: 10
- FWCI
- 6.18
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature Genetics (publishedVersion)
- PubMed (publishedVersion)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (publishedVersion)
- VU Research Portal (publishedVersion, other-oa)
- Amsterdam UMC (VU Amsterdam) - Institutional Repository (acceptedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- St George's Online Research Archive (St George's University of London) (acceptedVersion)
- ORBi (University of Liège) (submittedVersion, other-oa)
- Pure Amsterdam UMC (submittedVersion)
- Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Leiden Repository (Leiden University) (submittedVersion)
- Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam) (submittedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Research Portal (King's College London) (submittedVersion)
- Site cant be reached (submittedVersion)
- Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU) (submittedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion)
- Explore Bristol Research (submittedVersion)
- Spiral (Imperial College London) (submittedVersion)
- STM:n Hallinnonalan avoin julkaisuarkisto (Julkari) (submittedVersion)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Funders
- Wellcome Trust (089062, 092731)
- National Institutes of Health (Z01-AG000949)
- National Institute on Alcohol Abuse and Alcoholism (K05AA017688)
- National Institute of General Medical Sciences (T32GM007753)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Migraine and Headache Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Inflammasome and immune disorders
- Keywords
- migraine, migraine with aura, migraine without aura, AJAP1, MMP16, expression quantitative trait loci, brain tissue gene expression, FUT9, STAT6, ATP5B, genetic risk
- MeSH terms
- Cerebellum, Frontal Lobe, Humans, Migraine Disorders, Computational Biology, Genetic Predisposition to Disease, Polymorphism, Single Nucleotide, Quantitative Trait Loci, Genome-Wide Association Study, Genetic Loci
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