TY - JOUR
T1 - Migraine, chronic kidney disease and kidney function
T2 - observational and genetic analyses
AU - Zhang, Wenqiang
AU - Zhang, Li
AU - Yang, Luo
AU - Xiao, Chenghan
AU - Wu, Xueyao
AU - Yan, Peijing
AU - Cui, Huijie
AU - Yang, Chao
AU - Zhu, Jingwei
AU - Wu, Xuan
AU - Tang, Mingshuang
AU - Wang, Yutong
AU - Chen, Lin
AU - Liu, Yunjie
AU - Zou, Yanqiu
AU - Zhang, Ling
AU - Yang, Chunxia
AU - Yao, Yuqin
AU - Li, Jiayuan
AU - Liu, Zhenmi
AU - Zhang, Ben
AU - Jiang, Xia
AU - International Headache Genetics Consortium
A2 - Chalmer, Mona Ameri
A2 - Hansen, Thomas Folkmann
A2 - Kogelman, Lisette
A2 - Olesen, Jes
N1 - © 2023. The Author(s).
PY - 2023/8
Y1 - 2023/8
N2 - Epidemiological studies demonstrate an association between migraine and chronic kidney disease (CKD), while the genetic basis underlying the phenotypic association has not been investigated. We aimed to help avoid unnecessary interventions in individuals with migraine through the investigation of phenotypic and genetic relationships underlying migraine, CKD, and kidney function. We first evaluated phenotypic associations using observational data from UK Biobank (N = 255,896). We then investigated genetic relationships leveraging genomic data in European ancestry for migraine (Ncase/Ncontrol = 48,975/540,381), CKD (Ncase/Ncontrol = 41,395/439,303), and two traits of kidney function (estimated glomerular filtration rate [eGFR, N = 567,460] and urinary albumin-to-creatinine ratio [UACR, N = 547,361]). Observational analyses suggested no significant association of migraine with the risk of CKD (HR = 1.13, 95% CI = 0.85-1.50). While we did not find any global genetic correlation in general, we identified four specific genomic regions showing significant for migraine with eGFR. Cross-trait meta-analysis identified one candidate causal variant (rs1047891) underlying migraine, CKD, and kidney function. Transcriptome-wide association study detected 28 shared expression-trait associations between migraine and kidney function. Mendelian randomization analysis suggested no causal effect of migraine on CKD (OR = 1.03, 95% CI = 0.98-1.09; P = 0.28). Despite a putative causal effect of migraine on an increased level of UACR (log-scale-beta = 0.02, 95% CI = 0.01-0.04; P = 1.92 × 10-3), it attenuated to null when accounting for both correlated and uncorrelated pleiotropy. Our work does not find evidence supporting a causal association between migraine and CKD. However, our study highlights significant biological pleiotropy between migraine and kidney function. The value of a migraine prophylactic treatment for reducing future CKD in people with migraine is likely limited.
AB - Epidemiological studies demonstrate an association between migraine and chronic kidney disease (CKD), while the genetic basis underlying the phenotypic association has not been investigated. We aimed to help avoid unnecessary interventions in individuals with migraine through the investigation of phenotypic and genetic relationships underlying migraine, CKD, and kidney function. We first evaluated phenotypic associations using observational data from UK Biobank (N = 255,896). We then investigated genetic relationships leveraging genomic data in European ancestry for migraine (Ncase/Ncontrol = 48,975/540,381), CKD (Ncase/Ncontrol = 41,395/439,303), and two traits of kidney function (estimated glomerular filtration rate [eGFR, N = 567,460] and urinary albumin-to-creatinine ratio [UACR, N = 547,361]). Observational analyses suggested no significant association of migraine with the risk of CKD (HR = 1.13, 95% CI = 0.85-1.50). While we did not find any global genetic correlation in general, we identified four specific genomic regions showing significant for migraine with eGFR. Cross-trait meta-analysis identified one candidate causal variant (rs1047891) underlying migraine, CKD, and kidney function. Transcriptome-wide association study detected 28 shared expression-trait associations between migraine and kidney function. Mendelian randomization analysis suggested no causal effect of migraine on CKD (OR = 1.03, 95% CI = 0.98-1.09; P = 0.28). Despite a putative causal effect of migraine on an increased level of UACR (log-scale-beta = 0.02, 95% CI = 0.01-0.04; P = 1.92 × 10-3), it attenuated to null when accounting for both correlated and uncorrelated pleiotropy. Our work does not find evidence supporting a causal association between migraine and CKD. However, our study highlights significant biological pleiotropy between migraine and kidney function. The value of a migraine prophylactic treatment for reducing future CKD in people with migraine is likely limited.
KW - Humans
KW - Causality
KW - Genome-Wide Association Study
KW - Glomerular Filtration Rate/genetics
KW - Kidney
KW - Mendelian Randomization Analysis
KW - Renal Insufficiency, Chronic/epidemiology
UR - http://www.scopus.com/inward/record.url?scp=85163067552&partnerID=8YFLogxK
U2 - 10.1007/s00439-023-02575-9
DO - 10.1007/s00439-023-02575-9
M3 - Journal article
C2 - 37306871
SN - 0340-6717
VL - 142
SP - 1185
EP - 1200
JO - Human Genetics
JF - Human Genetics
IS - 8
ER -