Luo Yiming, Khan Atlas, Liu Lili, Lee Cue Hyunkyu, Perreault Gabriel J, Pomenti Sydney F, Gourh Pravitt, Kiryluk Krzysztof, Bernstein Elana J
Division of Rheumatology, Department of Medicine, Columbia University Irving Medical Center, New York, NY.
Division of Nephrology, Department of Medicine, Columbia University Irving Medical Center, New York, NY.
medRxiv. 2024 Jul 3:2024.07.01.24309721. doi: 10.1101/2024.07.01.24309721.
An increased risk of primary biliary cholangitis (PBC) has been reported in patients with systemic sclerosis (SSc). Our study aims to investigate the shared genetic susceptibility between the two disorders and to define candidate causal genes using cross-phenotype GWAS meta-analysis.
We performed cross-phenotype GWAS meta-analysis and colocalization analysis for SSc and PBC. We performed both genome-wide and locus-based analysis, including tissue and pathway enrichment analyses, fine-mapping, colocalization analyses with expression quantitative trait loci (eQTL) and protein quantitative trait loci (pQTL) datasets, and phenome-wide association studies (PheWAS). Finally, we used an integrative approach to prioritize candidate causal genes from the novel loci.
We detected a strong genetic correlation between SSc and PBC (rg = 0.84, p = 1.7 × 10). In the cross-phenotype GWAS meta-analysis, we identified 44 non-HLA loci that reached genome-wide significance (p < 5 × 10). Evidence of shared causal variants between SSc and PBC was found for nine loci, five of which were novel. Integrating multiple sources of evidence, we prioritized , and as novel candidate causal genes. The risk locus colocalized with trans-pQTLs of multiple plasma proteins involved in B cell function.
Our study supports a strong shared genetic susceptibility between SSc and PBC. Through cross-phenotype analyses, we have prioritized several novel candidate causal genes and pathways for these disorders.
已有报道称系统性硬化症(SSc)患者患原发性胆汁性胆管炎(PBC)的风险增加。我们的研究旨在调查这两种疾病之间共同的遗传易感性,并通过跨表型全基因组关联研究(GWAS)荟萃分析来确定候选因果基因。
我们对SSc和PBC进行了跨表型GWAS荟萃分析和共定位分析。我们进行了全基因组和基于基因座的分析,包括组织和通路富集分析、精细定位、与表达定量性状基因座(eQTL)和蛋白质定量性状基因座(pQTL)数据集的共定位分析以及全表型组关联研究(PheWAS)。最后,我们采用综合方法从新基因座中对候选因果基因进行优先级排序。
我们检测到SSc和PBC之间存在很强的遗传相关性(rg = 0.84,p = 1.7×10)。在跨表型GWAS荟萃分析中,我们确定了44个达到全基因组显著性水平(p < 5×10)的非HLA基因座。在9个基因座上发现了SSc和PBC之间存在共同因果变异的证据,其中5个是新发现的。整合多种证据来源后,我们将 、 和 列为新的候选因果基因。 风险基因座与参与B细胞功能的多种血浆蛋白的反式pQTL共定位。
我们的研究支持SSc和PBC之间存在很强的共同遗传易感性。通过跨表型分析,我们对这些疾病的几个新的候选因果基因和通路进行了优先级排序。