TY - JOUR
T1 - Elucidating the relationship between migraine risk and brain structure using genetic data
AU - International Headache Genetics Consortium
AU - Mitchell, Brittany L.
AU - Diaz-Torres, Santiago
AU - Bivol, Svetlana
AU - Cuellar-Partida, Gabriel
AU - Gormley, Padhraig
AU - Anttila, Verneri
AU - Winsvold, Bendik S.
AU - Palta, Priit
AU - Esko, Tonu
AU - Pers, Tune H.
AU - Farh, Kai How
AU - Cuenca-Leon, Ester
AU - Muona, Mikko
AU - Furlotte, Nicholas A.
AU - Kurth, Tobias
AU - Ingason, Andres
AU - McMahon, George
AU - Ligthart, Lannie
AU - Terwindt, Gisela M.
AU - Kallela, Mikko
AU - Freilinger, Tobias M.
AU - Ran, Caroline
AU - Gordon, Scott G.
AU - Stam, Anine H.
AU - Steinberg, Stacy
AU - Borck, Guntram
AU - Koiranen, Markku
AU - Quaye, Lydia
AU - Adams, Hieab H.H.
AU - Lehtimäki, Terho
AU - Sarin, Antti Pekka
AU - Wedenoja, Juho
AU - Hinds, David A.
AU - Buring, Julie E.
AU - Schürks, Markus
AU - Ridker, Paul M.
AU - Hrafnsdottir, Maria Gudlaug
AU - Stefansson, Hreinn
AU - Ring, Susan M.
AU - Hottenga, Jouke Jan
AU - Penninx, Brenda W.J.H.
AU - Färkkilä, Markus
AU - Artto, Ville
AU - Kaunisto, Mari
AU - Vepsäläinen, Salli
AU - Malik, Rainer
AU - Heath, Andrew C.
AU - Madden, Pamela A.F.
AU - Martin, Nicholas G.
AU - Montgomery, Grant W.
AU - Kurki, Mitja
AU - Kals, Mart
AU - Mägi, Reedik
AU - Pärn, Kalle
AU - Hämäläinen, Eija
AU - Huang, Hailiang
AU - Byrnes, Andrea E.
AU - Franke, Lude
AU - Huang, Jie
AU - Stergiakouli, Evie
AU - Lee, Phil H.
AU - Sandor, Cynthia
AU - Webber, Caleb
AU - Cader, Zameel
AU - Muller-Myhsok, Bertram
AU - Schreiber, Stefan
AU - Meitinger, Thomas
AU - Eriksson, Johan G.
AU - Salomaa, Veikko
AU - Heikkilä, Kauko
AU - Loehrer, Elizabeth
AU - Uitterlinden, Andre G.
AU - Hofman, Albert
AU - Van Duijn, Cornelia M.
AU - Cherkas, Lynn
AU - Pedersen, Linda M.
AU - Stubhaug, Audun
AU - Nielsen, Christopher S.
AU - Männikkö, Minna
AU - Mihailov, Evelin
AU - Milani, Lili
AU - Göbel, Hartmut
AU - Esserlind, Ann Louise
AU - Christensen, Anne Francke
AU - Hansen, Thomas Folkmann
AU - Werge, Thomas
AU - Børte, Sigrid
AU - Cormand, Bru
AU - Eising, Else
AU - Griffiths, Lyn
AU - Hamalainen, Eija
AU - Hiekkala, Marjo
AU - Kajanne, Risto
AU - Launer, Lenore
AU - Lehtimaki, Terho
AU - Leslsel, Davor
AU - MacAya, Alfons
AU - Mangino, Massimo
AU - Pedersen, Nancy
AU - Posthuma, Danielle
AU - Pozo-Rosich, Patricia
AU - Pressman, Alice
AU - Sintas, Celia
AU - Vila-Pueyo, Marta
AU - Kaprio, Huiying Zhao Jaakko
AU - Aromaa, Arpo J.
AU - Raitakari, Olli
AU - Ikram, M. Arfan
AU - Spector, Tim
AU - Järvelin, Marjo Riitta
AU - Metspalu, Andres
AU - Kubisch, Christian
AU - Strachan, David P.
AU - Ferrari, Michel D.
AU - Belin, Andrea C.
AU - Dichgans, Martin
AU - Wessman, Maija
AU - Van Den Maagdenberg, Arn M.J.M.
AU - Zwart, John Anker
AU - Boomsma, Dorret I.
AU - Smith, George Davey
AU - Stefansson, Kari
AU - Eriksson, Nicholas
AU - Daly, Mark J.
AU - Neale, Benjamin M.
AU - Olesen, Jes
AU - Chasman, Daniel I.
AU - Nyholt, Dale R.
AU - Palotie, Aarno
AU - Gerring, Zachary F.
AU - Martin, Nicholas G.
AU - Medland, Sarah E.
AU - Grasby, Katrina L.
AU - Nyholt, Dale R.
AU - Rentería, Miguel E.
N1 - Publisher Copyright:
© 2022 The Author(s). Published by Oxford University Press on behalf of the Guarantors of Brain. All rights reserved.
PY - 2022/9/1
Y1 - 2022/9/1
N2 - Migraine is a highly common and debilitating disorder that often affects individuals in their most productive years of life. Previous studies have identified both genetic variants and brain morphometry differences associated with migraine risk. However, the relationship between migraine and brain morphometry has not been examined on a genetic level, and the causal nature of the association between brain structure and migraine risk has not been determined. Using the largest available genome-wide association studies to date, we examined the genome-wide genetic overlap between migraine and intracranial volume, as well as the regional volumes of nine subcortical brain structures. We further focused the identification and biological annotation of genetic overlap between migraine and each brain structure on specific regions of the genome shared between migraine and brain structure. Finally, we examined whether the size of any of the examined brain regions causally increased migraine risk using a Mendelian randomization approach. We observed a significant genome-wide negative genetic correlation between migraine risk and intracranial volume (rG = -0.11, P = 1 × 10-3) but not with any subcortical region. However, we identified jointly associated regional genomic overlap between migraine and every brain structure. Gene enrichment in these shared genomic regions pointed to possible links with neuronal signalling and vascular regulation. Finally, we provide evidence of a possible causal relationship between smaller total brain, hippocampal and ventral diencephalon volume and increased migraine risk, as well as a causal relationship between increased risk of migraine and a larger volume of the amygdala. We leveraged the power of large genome-wide association studies to show evidence of shared genetic pathways that jointly influence migraine risk and several brain structures, suggesting that altered brain morphometry in individuals with high migraine risk may be genetically mediated. Further interrogation of these results showed support for the neurovascular hypothesis of migraine aetiology and shed light on potentially viable therapeutic targets.
AB - Migraine is a highly common and debilitating disorder that often affects individuals in their most productive years of life. Previous studies have identified both genetic variants and brain morphometry differences associated with migraine risk. However, the relationship between migraine and brain morphometry has not been examined on a genetic level, and the causal nature of the association between brain structure and migraine risk has not been determined. Using the largest available genome-wide association studies to date, we examined the genome-wide genetic overlap between migraine and intracranial volume, as well as the regional volumes of nine subcortical brain structures. We further focused the identification and biological annotation of genetic overlap between migraine and each brain structure on specific regions of the genome shared between migraine and brain structure. Finally, we examined whether the size of any of the examined brain regions causally increased migraine risk using a Mendelian randomization approach. We observed a significant genome-wide negative genetic correlation between migraine risk and intracranial volume (rG = -0.11, P = 1 × 10-3) but not with any subcortical region. However, we identified jointly associated regional genomic overlap between migraine and every brain structure. Gene enrichment in these shared genomic regions pointed to possible links with neuronal signalling and vascular regulation. Finally, we provide evidence of a possible causal relationship between smaller total brain, hippocampal and ventral diencephalon volume and increased migraine risk, as well as a causal relationship between increased risk of migraine and a larger volume of the amygdala. We leveraged the power of large genome-wide association studies to show evidence of shared genetic pathways that jointly influence migraine risk and several brain structures, suggesting that altered brain morphometry in individuals with high migraine risk may be genetically mediated. Further interrogation of these results showed support for the neurovascular hypothesis of migraine aetiology and shed light on potentially viable therapeutic targets.
KW - GWAS
KW - Mendelian randomization
KW - brain
KW - genetics
KW - migraine
UR - http://www.scopus.com/inward/record.url?scp=85138448172&partnerID=8YFLogxK
U2 - 10.1093/brain/awac105
DO - 10.1093/brain/awac105
M3 - Article
C2 - 35735024
AN - SCOPUS:85138448172
SN - 0006-8950
VL - 145
SP - 3214
EP - 3224
JO - Brain
JF - Brain
IS - 9
ER -