Tulane Center for Biomedical Informatics and Genomics, School of Medicine, Tulane University, New Orleans, LA, 70112, USA.
Mol Genet Genomics. 2022 Nov;297(6):1661-1670. doi: 10.1007/s00438-022-01949-4. Epub 2022 Sep 7.
Alzheimer's disease (AD) and high blood pressure (BP) are prevalent age-related diseases with significant unexplained heritability. A thorough analysis of genetic pleiotropy between AD and BP will lay a foundation for the study of the associated molecular mechanisms, leading to a better understanding of the development of each phenotype. We used the conditional false discovery rate (cFDR) method to identify novel genetic loci associated with both AD and BP. The cFDR approach improves the effective sample size for association testing by combining GWAS summary statistics for correlated phenotypes. We identified 50 pleiotropic SNPs for AD and BP, 7 of which are novel and have not previously been reported to be associated with either AD or BP. The novel SNPs located at STK3 are particularly noteworthy, as this gene may influence AD risk via the Hippo signaling network, which regulates cell death. Bayesian colocalization analysis demonstrated that although AD and BP are associated, they do not appear to share the same causal variants. We further performed two sample Mendelian randomization analysis, but could not detect a causal effect of BP on AD. Despite the inability to establish a causal link between AD and BP, our findings report some potential novel pleiotropic loci that may influence disease susceptibility. In summary, we identified 7 SNPs that annotate to 4 novel genes which have not previously been reported to be associated with AD nor with BP and discuss the possible role of one of these genes, STK3 in the Hippo signaling network.
阿尔茨海默病(AD)和高血压(BP)是常见的与年龄相关的疾病,具有显著的未解遗传率。对 AD 和 BP 之间遗传 pleiotropy 的全面分析将为相关分子机制的研究奠定基础,从而更好地理解每种表型的发展。我们使用条件错误发现率(cFDR)方法来识别与 AD 和 BP 均相关的新的遗传位点。cFDR 方法通过组合相关表型的 GWAS 汇总统计数据来提高关联测试的有效样本量。我们确定了 50 个与 AD 和 BP 相关的 pleiotropic SNPs,其中 7 个是新的,以前没有报道过与 AD 或 BP 相关。位于 STK3 的新 SNPs 特别值得注意,因为该基因可能通过调节细胞死亡的 Hippo 信号网络影响 AD 风险。贝叶斯共定位分析表明,尽管 AD 和 BP 相关,但它们似乎并不共享相同的因果变异。我们进一步进行了两样本 Mendelian 随机化分析,但未能检测到 BP 对 AD 的因果影响。尽管无法在 AD 和 BP 之间建立因果关系,但我们的研究结果报告了一些可能影响疾病易感性的潜在新的 pleiotropic 位点。总之,我们确定了 7 个 SNP,注释到 4 个新基因,这些基因以前没有报道与 AD 或 BP 相关,并讨论了其中一个基因 STK3 在 Hippo 信号网络中的可能作用。