Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200, USA.
BMC Med Genomics. 2014 May 22;7:27. doi: 10.1186/1755-8794-7-27.
Genome-scale studies of psoriasis have been used to identify genes of potential relevance to disease mechanisms. For many identified genes, however, the cell type mediating disease activity is uncertain, which has limited our ability to design gene functional studies based on genomic findings.
We identified differentially expressed genes (DEGs) with altered expression in psoriasis lesions (n = 216 patients), as well as candidate genes near susceptibility loci from psoriasis GWAS studies. These gene sets were characterized based upon their expression across 10 cell types present in psoriasis lesions. Susceptibility-associated variation at intergenic (non-coding) loci was evaluated to identify sites of allele-specific transcription factor binding.
Half of DEGs showed highest expression in skin cells, although the dominant cell type differed between psoriasis-increased DEGs (keratinocytes, 35%) and psoriasis-decreased DEGs (fibroblasts, 33%). In contrast, psoriasis GWAS candidates tended to have highest expression in immune cells (71%), with a significant fraction showing maximal expression in neutrophils (24%, P < 0.001). By identifying candidate cell types for genes near susceptibility loci, we could identify and prioritize SNPs at which susceptibility variants are predicted to influence transcription factor binding. This led to the identification of potentially causal (non-coding) SNPs for which susceptibility variants influence binding of AP-1, NF-κB, IRF1, STAT3 and STAT4.
These findings underscore the role of innate immunity in psoriasis and highlight neutrophils as a cell type linked with pathogenetic mechanisms. Assignment of candidate cell types to genes emerging from GWAS studies provides a first step towards functional analysis, and we have proposed an approach for generating hypotheses to explain GWAS hits at intergenic loci.
银屑病的全基因组研究已被用于鉴定与疾病机制相关的潜在基因。然而,对于许多已鉴定的基因,介导疾病活动的细胞类型尚不确定,这限制了我们根据基因组发现设计基因功能研究的能力。
我们鉴定了银屑病病变中表达改变的差异表达基因(DEGs)(n=216 例患者),以及银屑病 GWAS 研究中候选基因附近的易感基因座。这些基因集基于它们在银屑病病变中存在的 10 种细胞类型中的表达进行了特征描述。评估了位于基因间(非编码)位置的易感性相关变异,以鉴定等位基因特异性转录因子结合的位点。
一半的 DEG 显示出在皮肤细胞中表达最高,尽管银屑病增加的 DEG(角质形成细胞,35%)和银屑病减少的 DEG(成纤维细胞,33%)的主要细胞类型不同。相比之下,银屑病 GWAS 候选基因往往在免疫细胞中表达最高(71%),其中有相当一部分在中性粒细胞中表达最高(24%,P<0.001)。通过鉴定易感基因座附近候选基因的候选细胞类型,我们可以识别和优先考虑易感性变体被预测影响转录因子结合的 SNP。这导致了潜在的因果(非编码)SNP 的鉴定,其中易感性变体影响 AP-1、NF-κB、IRF1、STAT3 和 STAT4 的结合。
这些发现强调了固有免疫在银屑病中的作用,并突出了中性粒细胞作为与发病机制相关的细胞类型。将 GWAS 研究中出现的候选基因分配给候选细胞类型是进行功能分析的第一步,我们已经提出了一种方法来生成解释基因间基因座 GWAS 命中的假设。