表型全基因组 Mendelian 随机分析揭示乳糜泻的多种健康共病。
Phenome-wide Mendelian randomization analysis reveals multiple health comorbidities of coeliac disease.
机构信息
School of Public Health and the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China; Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
School of Public Health and the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
出版信息
EBioMedicine. 2024 Mar;101:105033. doi: 10.1016/j.ebiom.2024.105033. Epub 2024 Feb 21.
BACKGROUND
Coeliac disease (CeD) has been associated with a broad range of diseases in observational data; however, whether these associations are causal remains undetermined. We conducted a phenome-wide Mendelian randomization analysis (MR-PheWAS) to investigate the comorbidities of CeD.
METHODS
Single nucleotide polymorphisms (SNPs) associated with CeD at the genome-wide significance threshold and without linkage disequilibrium (R <0.001) were selected from a genome-wide association study including 12,041 CeD cases as the instrumental variables. We first constructed a polygenic risk score for CeD and estimated its associations with 1060 unique clinical outcomes in the UK Biobank study (N = 385,917). We then used two-sample MR analysis to replicate the identified associations using data from the FinnGen study (N = 377,277). We performed a secondary analysis using a genetic instrument without extended MHC gene SNPs.
FINDINGS
Genetic liability to CeD was associated with 68 clinical outcomes in the UK Biobank, and 38 of the associations were replicated in the FinnGen study. Genetic liability to CeD was associated with a higher risk of several autoimmune diseases (type 1 diabetes and its complications, Graves' disease, Sjögren syndrome, chronic hepatitis, systemic and cutaneous lupus erythematosus, and sarcoidosis), non-Hodgkin's lymphoma, and osteoporosis and a lower risk of prostate diseases. The associations for type 1 diabetes and non-Hodgkin's lymphoma attenuated when excluding SNPs in the MHC region, indicating shared genetic aetiology.
INTERPRETATION
This study uncovers multiple clinical outcomes associated with genetic liability to CeD, which suggests the necessity of comorbidity monitoring among this population.
FUNDING
This project was funded by Karolinska Institutet and the Swedish Research Council.
背景
在观察性数据中,乳糜泻(CeD)与广泛的疾病相关;然而,这些关联是否具有因果关系尚不确定。我们进行了一项表型全基因组 Mendelian 随机化分析(MR-PheWAS),以研究 CeD 的合并症。
方法
从一项全基因组关联研究中选择与 CeD 相关的全基因组显著阈值且不存在连锁不平衡(R <0.001)的单核苷酸多态性(SNP)作为工具变量,该研究纳入了 12041 例 CeD 病例。我们首先构建了 CeD 的多基因风险评分,并在 UK Biobank 研究中(N = 385917)估计其与 1060 种独特临床结局的关联。然后,我们使用两样本 MR 分析,使用 FinnGen 研究的数据(N = 377277)复制已识别的关联。我们使用不包含 MHC 基因 SNPs 的遗传工具进行了二次分析。
结果
CeD 的遗传易感性与 UK Biobank 中的 68 种临床结局相关,其中 38 种关联在 FinnGen 研究中得到复制。CeD 的遗传易感性与几种自身免疫性疾病(1 型糖尿病及其并发症、格雷夫斯病、干燥综合征、慢性肝炎、系统性和皮肤红斑狼疮、结节病)、非霍奇金淋巴瘤、骨质疏松症的风险增加以及前列腺疾病的风险降低相关。当排除 MHC 区域内的 SNPs 时,1 型糖尿病和非霍奇金淋巴瘤的关联减弱,表明存在共同的遗传病因。
解释
本研究揭示了与 CeD 的遗传易感性相关的多种临床结局,这表明需要对该人群进行合并症监测。
资金
本项目由卡罗林斯卡学院和瑞典研究理事会资助。