Yin Peter, Anttila Verneri, Siewert Katherine M, Palotie Aarno, Davey Smith George, Voight Benjamin F
Department of Biology, College of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, USA.
Medical and Population Genetics Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Hum Mol Genet. 2017 Feb 15;26(4):820-828. doi: 10.1093/hmg/ddw416.
Migraine affects ∼14% of the world's population, though not all predisposing causal risk factors are known. We used electronic health records, genetic co-heritability analysis, and a two-sample Mendelian Randomization (MR) design to determine if elevated serum calcium levels were associated with risk of migraine headache. Co-morbidity was evaluated using electronic health records obtained from the PennOmics database comprising >1 million patient entries. Genetic co-heritability and causality via MR was assessed using data from the International Headache Consortium (23,285 cases, 95,425 controls) and circulating serum calcium levels (39,400 subjects). We observed co-occurrence of migraine and hypercalcaemia ICD-9 diagnoses (OR = 1.58, P = 4 × 10-13), even after inclusion of additional risk factors for migraine (OR = 1.23, P = 2 × 10-3). Second, we observed co-heritability (rg = 0.191, P = 0.03) between serum calcium and migraine headache, indicating that these traits have a genetic basis in common. Finally, we found that elevation of serum calcium levels by 1 mg/dl resulting from our genetic score was associated with an increase in risk of migraine (OR = 1.80, 95% CI: 1.31-2.46, P = 2.5 × 10-4), evidence supporting a causal hypothesis. We also present multiple MR sensitivity analyses in support of this central finding. Our results provide evidence that hypercalcaemia is comorbid with migraine headache diagnoses, and that genetically elevated serum calcium over lifetime appears to increase risk for migraine. Further studies will be required to understand the biological mechanism, pathways, and clinical implication for risk management.
偏头痛影响着全球约14%的人口,不过并非所有的诱发危险因素都已明确。我们利用电子健康记录、基因共遗传性分析以及两样本孟德尔随机化(MR)设计,来确定血清钙水平升高是否与偏头痛风险相关。通过从包含超过100万患者记录的宾夕法尼亚组学数据库获取的电子健康记录来评估合并症。利用国际头痛协会(23285例病例,95425例对照)的数据以及循环血清钙水平(39400名受试者)评估基因共遗传性和通过MR分析的因果关系。我们观察到偏头痛和高钙血症ICD - 9诊断的共现情况(比值比[OR]=1.58,P = 4×10⁻¹³),即使纳入偏头痛的其他危险因素后也是如此(OR = 1.23,P = 2×10⁻³)。其次,我们观察到血清钙与偏头痛之间存在共遗传性(rg = 0.191,P = 0.03),表明这些性状具有共同的遗传基础。最后,我们发现由我们的基因评分导致血清钙水平每升高1mg/dl与偏头痛风险增加相关(OR = 1.80,95%置信区间:1.31 - 2.46,P = 2.5×10⁻⁴),这一证据支持了因果假设。我们还进行了多项MR敏感性分析以支持这一核心发现。我们的结果提供了证据,表明高钙血症与偏头痛诊断并存,并且一生中基因决定的血清钙升高似乎会增加偏头痛风险。需要进一步研究以了解其生物学机制、途径以及对风险管理的临床意义。