Department of Epidemiology and Biostatistics, Institute of Systems Epidemiology, West China-PUMC C. C. Chen Institute of Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, No. 16, Section 3, South Renmin Road, Wuhou District, Chengdu, 610041, China.
Department of Urology, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China.
Hum Genet. 2023 Aug;142(8):1185-1200. doi: 10.1007/s00439-023-02575-9. Epub 2023 Jun 12.
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 (N/N = 48,975/540,381), CKD (N/N = 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), 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.
流行病学研究表明偏头痛与慢性肾脏病(CKD)之间存在关联,而表型关联的遗传基础尚未得到研究。我们旨在通过研究偏头痛、CKD 和肾功能的表型和遗传关系,帮助避免偏头痛患者接受不必要的干预。我们首先使用英国生物库(UK Biobank)的观察性数据评估了表型关联(N=255896)。然后,我们利用欧洲血统的偏头痛(N/N=48975/540381)、CKD(N/N=41395/439303)和肾功能的两个特征(肾小球滤过率估计值[eGFR,N=567460]和尿白蛋白/肌酐比[UACR,N=547361])的基因组数据研究了遗传关系。观察性分析表明,偏头痛与 CKD 风险之间没有显著关联(HR=1.13,95%CI=0.85-1.50)。虽然我们没有发现一般的整体遗传相关性,但我们在四个特定的基因组区域发现了与 eGFR 相关的偏头痛的显著遗传相关性。跨特征荟萃分析确定了一个候选因果变异(rs1047891),该变异与偏头痛、CKD 和肾功能有关。全转录组关联研究检测到偏头痛和肾功能之间的 28 个共同表达-特征关联。孟德尔随机化分析表明偏头痛对 CKD 没有因果影响(OR=1.03,95%CI=0.98-1.09;P=0.28)。尽管偏头痛可能对 UACR 水平升高有因果作用(对数尺度-β=0.02,95%CI=0.01-0.04;P=1.92×10-4),但当考虑到相关和不相关的多效性时,其作用减弱至零。我们的研究结果没有发现支持偏头痛和 CKD 之间存在因果关联的证据。然而,我们的研究强调了偏头痛和肾功能之间存在显著的生物学多效性。偏头痛预防性治疗降低偏头痛患者未来 CKD 风险的价值可能有限。