Marcos Chiñas, Daniela Fernandez-Salinas, Vitor R C Aguiar, Victor E Nieto-Caballero, Micah Lefton, Peter A Nigrovic, Joerg Ermann, Maria Gutierrez-Arcelus
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引用次数: 0
Abstract
Multiple lines of evidence indicate that ankylosing spondylitis (AS) is a lymphocyte-driven disease. However, which lymphocyte populations are critical in AS pathogenesis is not known. In this study, we aimed to identify the key cell types mediating the genetic risk in AS using an unbiased functional genomics approach. We integrated genome-wide association study (GWAS) data with epigenomic and transcriptomic datasets of human immune cells. To quantify enrichment of cell type-specific open chromatin or gene expression in AS risk loci, we used three published methods - LDSC-SEG, SNPsea, scDRS - that have successfully identified relevant cell types in other diseases. Natural killer (NK) cell-specific open chromatin regions are significantly enriched in heritability for AS, compared to other immune cell types such as T cells, B cells, and monocytes. This finding was consistent between two AS GWAS. Using RNA-seq data, we validated that genes in AS risk loci are enriched in NK cell-specific gene expression. Using the human Space-Time Gut Cell Atlas, we also found significant upregulation of AS-associated genes predominantly in NK cells. We performed co-localization analyses between GWAS risk loci and genetic variants associated with gene expression (eQTL) to find putative target genes. This revealed four AS risk loci affecting regulation of candidate target genes in NK cells: two known loci, ERAP1 and TNFRSF1A, and two under-studied loci, ENTR1 (aka SDCCAG3) and B3GNT2. Our findings suggest that NK cells may play a crucial role in AS development and highlight four putative target genes for functional follow-up in NK cells.
多种证据表明,强直性脊柱炎(AS)是一种由淋巴细胞驱动的疾病。然而,哪些淋巴细胞群在强直性脊柱炎发病机制中起关键作用尚不清楚。在这项研究中,我们旨在利用无偏见的功能基因组学方法,确定介导强直性脊柱炎遗传风险的关键细胞类型。我们将全基因组关联研究(GWAS)数据与人类免疫细胞的表观基因组和转录组数据集整合在一起。为了量化强直性脊柱炎风险位点中细胞类型特异性开放染色质或基因表达的富集,我们使用了三种已发表的方法--LDSC-SEG、SNPsea 和 scDRS--这些方法已成功鉴定了其他疾病中的相关细胞类型。与 T 细胞、B 细胞和单核细胞等其他免疫细胞类型相比,自然杀伤细胞(NK)特异性开放染色质区域在 AS 遗传性方面明显富集。这一发现在两个强直性脊柱炎基因组研究中是一致的。利用 RNA 截图数据,我们验证了强直性脊柱炎风险基因位点中的基因富含 NK 细胞特异性基因表达。利用人类时空肠道细胞图谱(Space-Time Gut Cell Atlas),我们还发现强直性脊柱炎相关基因主要在 NK 细胞中显著上调。我们对GWAS风险位点和与基因表达相关的遗传变异(eQTL)进行了共定位分析,以寻找潜在的靶基因。这揭示了影响 NK 细胞中候选靶基因调控的四个 AS 风险位点:两个已知位点 ERAP1 和 TNFRSF1A,以及两个研究不足的位点 ENTR1(又名 SDCCAG3)和 B3GNT2。我们的研究结果表明,NK细胞可能在强直性脊柱炎的发病过程中起着至关重要的作用,并突出强调了NK细胞中需要进行功能跟踪的四个假定靶基因。