Dept of Human Genetics, McGill University, Montréal, QC, Canada.
Centre for Clinical Epidemiology, Dept of Medicine, Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, QC, Canada.
Eur Respir J. 2022 Feb 10;59(2). doi: 10.1183/13993003.03979-2020. Print 2022 Feb.
Idiopathic pulmonary fibrosis (IPF) is a progressive, fatal fibrotic interstitial lung disease. Few circulating biomarkers have been identified to have causal effects on IPF.
To identify candidate IPF-influencing circulating proteins, we undertook an efficient screen of circulating proteins by applying a two-sample Mendelian randomisation (MR) approach with existing publicly available data. For instruments, we used genetic determinants of circulating proteins which reside to the encoded gene (-single nucleotide polymorphisms (SNPs)), identified by two genome-wide association studies (GWASs) in European individuals (3301 and 3200 subjects). We then applied MR methods to test if the levels of these circulating proteins influenced IPF susceptibility in the largest IPF GWAS (2668 cases and 8591 controls). We validated the MR results using colocalisation analyses to ensure that both the circulating proteins and IPF shared a common genetic signal.
MR analyses of 834 proteins found that a 1 sd increase in circulating galactoside 3(4)-l-fucosyltransferase (FUT3) and α-(1,3)-fucosyltransferase 5 (FUT5) was associated with a reduced risk of IPF (OR 0.81, 95% CI 0.74-0.88; p=6.3×10 and OR 0.76, 95% CI 0.68-0.86; p=1.1×10, respectively). Sensitivity analyses including multiple -SNPs provided similar estimates both for FUT3 (inverse variance weighted (IVW) OR 0.84, 95% CI 0.78-0.91; p=9.8×10 and MR-Egger OR 0.69, 95% CI 0.50-0.97; p=0.03) and FUT5 (IVW OR 0.84, 95% CI 0.77-0.92; p=1.4×10 and MR-Egger OR 0.59, 95% CI 0.38-0.90; p=0.01). FUT3 and FUT5 signals colocalised with IPF signals, with posterior probabilities of a shared genetic signal of 99.9% and 97.7%, respectively. Further transcriptomic investigations supported the protective effects of for IPF.
An efficient MR scan of 834 circulating proteins provided evidence that genetically increased circulating FUT3 level is associated with reduced risk of IPF.
特发性肺纤维化(IPF)是一种进行性、致命的纤维性肺间质疾病。目前已经发现了一些循环生物标志物,但它们与 IPF 之间的因果关系尚未得到明确证实。
为了鉴定与 IPF 相关的候选循环蛋白,我们采用两样本孟德尔随机化(MR)方法,利用现有的公开数据,对循环蛋白进行了有效的筛选。对于工具变量,我们使用了欧洲人群中两项全基因组关联研究(GWAS)中鉴定出的循环蛋白遗传决定因素(-单核苷酸多态性(SNP)),这两个研究分别有 3301 名和 3200 名受试者参与。然后,我们应用 MR 方法来检测这些循环蛋白的水平是否会影响最大的 IPF GWAS 中的 IPF 易感性(2668 例病例和 8591 例对照)。我们使用共定位分析来验证 MR 结果,以确保循环蛋白和 IPF 具有共同的遗传信号。
对 834 种蛋白质的 MR 分析发现,循环半乳糖苷 3(4)-L-岩藻糖基转移酶(FUT3)和α-(1,3)-岩藻糖基转移酶 5(FUT5)的水平每增加 1 个标准差,与 IPF 的风险降低相关(OR 0.81,95%CI 0.74-0.88;p=6.3×10-8和 OR 0.76,95%CI 0.68-0.86;p=1.1×10-7,分别)。包括多个-SNP 的敏感性分析对 FUT3(逆方差加权(IVW)OR 0.84,95%CI 0.78-0.91;p=9.8×10-8和 MR-Egger OR 0.69,95%CI 0.50-0.97;p=0.03)和 FUT5(IVW OR 0.84,95%CI 0.77-0.92;p=1.4×10-8和 MR-Egger OR 0.59,95%CI 0.38-0.90;p=0.01)都提供了类似的估计值。FUT3 和 FUT5 的信号与 IPF 的信号共定位,各自的共享遗传信号后验概率分别为 99.9%和 97.7%。进一步的转录组学研究支持了 FUT3 对 IPF 的保护作用。
对 834 种循环蛋白进行的高效 MR 扫描提供了证据,表明遗传上增加的循环 FUT3 水平与 IPF 风险降低相关。