Institute of Parasitology and Biomedicine López-Neyra, Consejo Superior de Investigaciones Científicas (IPBLN-CSIC), Granada, Spain.
Division of Musculoskeletal and Dermatological Sciences, Centre for Genetics and Genomics Versus Arthritis, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK.
Arthritis Rheumatol. 2023 Jun;75(6):1007-1020. doi: 10.1002/art.42396. Epub 2023 Apr 9.
Systemic sclerosis (SSc) is a complex autoimmune disease with a strong genetic component. However, most of the genes associated with the disease are still unknown because associated variants affect mostly noncoding intergenic elements of the genome. We used functional genomics to translate the genetic findings into a better understanding of the disease.
Promoter capture Hi-C and RNA-sequencing experiments were performed in CD4+ T cells and CD14+ monocytes from 10 SSc patients and 5 healthy controls to link SSc-associated variants with their target genes, followed by differential expression and differential interaction analyses between cell types.
We linked SSc-associated loci to 39 new potential target genes and confirmed 7 previously known SSc-associated genes. We highlight novel causal genes, such as CXCR5, as the most probable candidate gene for the DDX6 locus. Some previously known SSc-associated genes, such as IRF8, STAT4, and CD247, showed cell type-specific interactions. We also identified 15 potential drug targets already in use in other similar immune-mediated diseases that could be repurposed for SSc treatment. Furthermore, we observed that interactions were directly correlated with the expression of important genes implicated in cell type-specific pathways and found evidence that chromatin conformation is associated with genotype.
Our study revealed potential causal genes for SSc-associated loci, some of them acting in a cell type-specific manner, suggesting novel biologic mechanisms that might mediate SSc pathogenesis.
系统性硬化症(SSc)是一种复杂的自身免疫性疾病,具有很强的遗传成分。然而,由于相关变异主要影响基因组的非编码基因间元件,因此与该疾病相关的大多数基因仍然未知。我们使用功能基因组学将遗传发现转化为对该疾病的更好理解。
在来自 10 名 SSc 患者和 5 名健康对照者的 CD4+T 细胞和 CD14+单核细胞中进行启动子捕获 Hi-C 和 RNA-seq 实验,将 SSc 相关变体与它们的靶基因联系起来,然后进行细胞类型之间的差异表达和差异相互作用分析。
我们将 SSc 相关基因座与 39 个新的潜在靶基因联系起来,并确认了 7 个先前已知的 SSc 相关基因。我们强调了新的因果基因,例如 CXCR5,作为 DDX6 基因座最可能的候选基因。一些先前已知的 SSc 相关基因,如 IRF8、STAT4 和 CD247,表现出细胞类型特异性相互作用。我们还确定了 15 个已经在其他类似免疫介导疾病中使用的潜在药物靶点,可以重新用于 SSc 治疗。此外,我们观察到相互作用与重要基因的表达直接相关,这些基因涉及细胞类型特异性途径,并且有证据表明染色质构象与基因型有关。
我们的研究揭示了 SSc 相关基因座的潜在因果基因,其中一些基因以细胞类型特异性方式起作用,这表明可能介导 SSc 发病机制的新的生物学机制。