Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, P. R. China.
National and Local Joint Engineering Research Center of Biodiagnosis and Biotherapy, The Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, Shaanxi 710004, P. R. China.
Hum Mol Genet. 2021 Dec 27;31(2):300-308. doi: 10.1093/hmg/ddab237.
Although >80 psoriasis genetic risk loci have been reported through genome-wide association studies (GWASs), the genetic mechanism of psoriasis remains unclear. To identify novel candidate genes associated with psoriasis and reveal the potential effects of genetic factors in the development of psoriasis, we conducted a transcriptome-wide association study (TWAS) based on summary statistics from GWAS of psoriasis (5175 cases and 447 089 controls) and gene expression levels from six tissues datasets (blood and skin). We identified 11 conditionally independent genes for psoriasis after Bonferroni corrections, such as the most significant genes UBLCP1 (PYFS = 2.98 × 10-16) and LCE3C (PSNSE = 9.72 × 10-12, PSSE = 6.24 × 10-12). The omnibus test identified additional five genes associated with psoriasis via the joint association model from multiple reference tissues. Among the 16 identified genes, 5 genes (CTSW, E1F1AD, KLRC3, FIBP and EFEMP2) were regarded as novel genes for psoriasis. We evaluated the 16 candidate genes by querying public databases and identified 11 differentially expressed genes and 8 genes proved by the knockout mice models. Through GO enrichment analyses, we found that TWAS genes were enriched in the known GO terms associated with skin development, such as cornified envelope (P = 4.80 × 10-8) and peptide cross-linking (P = 1.50 × 10-7). Taken together, our results detected multiple novel candidate genes for psoriasis, providing clues for understanding the genetic mechanism of psoriasis.
尽管通过全基因组关联研究(GWAS)已经报道了 >80 个银屑病遗传风险位点,但银屑病的遗传机制仍不清楚。为了确定与银屑病相关的新候选基因,并揭示遗传因素在银屑病发展中的潜在影响,我们基于银屑病的 GWAS 汇总统计数据(5175 例病例和 447089 例对照)和来自六个组织数据集的基因表达水平(血液和皮肤)进行了全转录组关联研究(TWAS)。经过 Bonferroni 校正后,我们鉴定出了 11 个与银屑病条件独立的基因,如最显著的基因 UBLCP1(PYFS = 2.98 × 10-16)和 LCE3C(PSNSE = 9.72 × 10-12,PSSE = 6.24 × 10-12)。整体检验通过来自多个参考组织的联合关联模型,确定了另外五个与银屑病相关的基因。在鉴定出的 16 个基因中,有 5 个基因(CTSW、E1F1AD、KLRC3、FIBP 和 EFEMP2)被认为是银屑病的新基因。我们通过查询公共数据库评估了这 16 个候选基因,发现了 11 个差异表达基因和 8 个经敲除小鼠模型证实的基因。通过 GO 富集分析,我们发现 TWAS 基因富集在与皮肤发育相关的已知 GO 术语中,如角蛋白包膜(P = 4.80 × 10-8)和肽交联(P = 1.50 × 10-7)。总之,我们的研究结果检测到了多个与银屑病相关的新候选基因,为理解银屑病的遗传机制提供了线索。