TY - JOUR
T1 - A causal effects of gut microbiota in the development of migraine
AU - He, Qiang
AU - Wang, Wenjing
AU - Xiong, Yang
AU - Tao, Chuanyuan
AU - Ma, Lu
AU - Ma, Junpeng
AU - You, Chao
AU - Anttila, Verneri
AU - Artto, Ville
AU - Belin, Andrea C.
AU - Bjornsdottir, Anna
AU - Bjornsdottir, Gyda
AU - Boomsma, Dorret I.
AU - Børte, Sigrid
AU - Chalmer, Mona A.
AU - Chasman, Daniel I.
AU - Cormand, Bru
AU - Cuenca-Leon, Ester
AU - Davey-Smith, George
AU - de Boer, Irene
AU - Dichgans, Martin
AU - Esko, Tonu
AU - Freilinger, Tobias
AU - Gormley, Padhraig
AU - Griffiths, Lyn R.
AU - Hämäläinen, Eija
AU - Hansen, Thomas F.
AU - Harder, Aster V.E.
AU - Hautakangas, Heidi
AU - Hiekkala, Marjo
AU - Hrafnsdottir, Maria G.
AU - Ikram, M. Arfan
AU - Järvelin, Marjo Riitta
AU - Kajanne, Risto
AU - Kallela, Mikko
AU - Kaprio, Jaakko
AU - Kaunisto, Mari
AU - Kogelman, Lisette J.A.
AU - Kristoffersen, Espen S.
AU - Kubisch, Christian
AU - Kurki, Mitja
AU - Kurth, Tobias
AU - Launer, Lenore
AU - Lehtimäki, Terho
AU - Lessel, Davor
AU - Ligthart, Lannie
AU - Magnusson, Sigurdur H.
AU - Malik, Rainer
AU - Müller-Myhsok, Bertram
AU - Northover, Carrie
AU - Nyholt, Dale R.
AU - Olesen, Jes
AU - Palotie, Aarno
AU - Palta, Priit
AU - Pedersen, Linda M.
AU - Pedersen, Nancy
AU - Pirinen, Matti
AU - Posthuma, Danielle
AU - Pozo-Rosich, Patricia
AU - Pressman, Alice
AU - Raitakari, Olli
AU - Ran, Caroline
AU - Sigurdardottir, Gudrun R.
AU - Stefansson, Hreinn
AU - Stefansson, Kari
AU - Sveinsson, Olafur A.
AU - Terwindt, Gisela M.
AU - Thorgeirsson, Thorgeir E.
AU - van den Maagdenberg, Arn M.J.M.
AU - van Duijn, Cornelia
AU - Wessman, Maija
AU - Winsvold, Bendik S.
AU - Zwart, John Anker
AU - The International Headache Genetics Consortium
N1 - Publisher Copyright:
© 2023, The Author(s).
PY - 2023/7/17
Y1 - 2023/7/17
N2 - Background: The causal association between the gut microbiome and the development of migraine and its subtypes remains unclear. Methods: The single nucleotide polymorphisms concerning gut microbiome were retrieved from the gene-wide association study (GWAS) of the MiBioGen consortium. The summary statistics datasets of migraine, migraine with aura (MA), and migraine without aura (MO) were obtained from the GWAS meta-analysis of the International Headache Genetics Consortium (IHGC) and FinnGen consortium. Inverse variance weighting (IVW) was used as the primary method, complemented by sensitivity analyses for pleiotropy and increasing robustness. Results: In IHGC datasets, ten, five, and nine bacterial taxa were found to have a causal association with migraine, MA, and MO, respectively, (IVW, all P < 0.05). Genus.Coprococcus3 and genus.Anaerotruncus were validated in FinnGen datasets. Nine, twelve, and seven bacterial entities were identified for migraine, MA, and MO, respectively. The causal association still exists in family.Bifidobacteriaceae and order.Bifidobacteriales for migraine and MO after FDR correction. The heterogeneity and pleiotropy analyses confirmed the robustness of IVW results. Conclusion: Our study demonstrates that gut microbiomes may exert causal effects on migraine, MA, and MO. We provide novel evidence for the dysfunction of the gut-brain axis on migraine. Future study is required to verify the relationship between gut microbiome and the risk of migraine and its subtypes and illustrate the underlying mechanism between them.
AB - Background: The causal association between the gut microbiome and the development of migraine and its subtypes remains unclear. Methods: The single nucleotide polymorphisms concerning gut microbiome were retrieved from the gene-wide association study (GWAS) of the MiBioGen consortium. The summary statistics datasets of migraine, migraine with aura (MA), and migraine without aura (MO) were obtained from the GWAS meta-analysis of the International Headache Genetics Consortium (IHGC) and FinnGen consortium. Inverse variance weighting (IVW) was used as the primary method, complemented by sensitivity analyses for pleiotropy and increasing robustness. Results: In IHGC datasets, ten, five, and nine bacterial taxa were found to have a causal association with migraine, MA, and MO, respectively, (IVW, all P < 0.05). Genus.Coprococcus3 and genus.Anaerotruncus were validated in FinnGen datasets. Nine, twelve, and seven bacterial entities were identified for migraine, MA, and MO, respectively. The causal association still exists in family.Bifidobacteriaceae and order.Bifidobacteriales for migraine and MO after FDR correction. The heterogeneity and pleiotropy analyses confirmed the robustness of IVW results. Conclusion: Our study demonstrates that gut microbiomes may exert causal effects on migraine, MA, and MO. We provide novel evidence for the dysfunction of the gut-brain axis on migraine. Future study is required to verify the relationship between gut microbiome and the risk of migraine and its subtypes and illustrate the underlying mechanism between them.
KW - Causal association
KW - Gut microbiome
KW - Mendelian randomization
KW - Migraine
KW - Migraine with aura
KW - Migraine without aura
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U2 - 10.1186/s10194-023-01609-x
DO - 10.1186/s10194-023-01609-x
M3 - Article
C2 - 37460956
AN - SCOPUS:85165058380
SN - 1129-2369
VL - 24
JO - Journal of Headache and Pain
JF - Journal of Headache and Pain
IS - 1
M1 - 90
ER -