NIHR GSTFT/KCL Comprehensive Biomedical Research Centre, Guy's & St. Thomas' NHS Foundation Trust, London SE1 9RT, UK.
Department of Medical and Molecular Genetics, Faculty of Life Sciences and Medicine, King's College London, London SE1 9RT, UK.
Hum Mol Genet. 2018 Feb 1;27(3):421-429. doi: 10.1093/hmg/ddx407.
The omnigenic model of complex disease stipulates that the majority of the heritability will be explained by the effects of common variation on genes in the periphery of core disease pathways. Rare variant associations, expected to explain far less of the heritability, may be enriched in core disease genes and thus will be instrumental in the understanding of complex disease pathogenesis and their potential therapeutic targets. Here, using complementary whole-exome sequencing, high-density imputation, and in vitro cellular assays, we identify candidate core genes in the pathogenesis of systemic lupus erythematosus (SLE). Using extreme-phenotype sampling, we sequenced the exomes of 30 SLE parent-affected-offspring trios and identified 14 genes with missense de novo mutations (DNM), none of which are within the >80 SLE susceptibility loci implicated through genome-wide association studies. In a follow-up cohort of 10, 995 individuals of matched European ancestry, we imputed genotype data to the density of the combined UK10K-1000 genomes Phase III reference panel across the 14 candidate genes. Gene-level analyses indicate three functional candidates: DNMT3A, PRKCD, and C1QTNF4. We identify a burden of rare variants across PRKCD associated with SLE risk (P = 0.0028), and across DNMT3A associated with two severe disease prognosis sub-phenotypes (P = 0.0005 and P = 0.0033). We further characterise the TNF-dependent functions of the third candidate gene C1QTNF4 on NF-κB activation and apoptosis, which are inhibited by the p.His198Gln DNM. Our results identify three novel genes in SLE susceptibility and support extreme-phenotype sampling and DNM gene discovery to aid the search for core disease genes implicated through rare variation.
全身性红斑狼疮发病机制中的候选核心基因鉴定
全身性红斑狼疮(SLE)是一种复杂的自身免疫性疾病,其病因和发病机制尚不完全清楚。遗传因素在 SLE 的发病中起着重要作用,研究表明,SLE 的遗传易感性与多个基因的变异有关。
以往的全基因组关联研究(GWAS)已经鉴定出了许多与 SLE 相关的基因位点,但这些基因仅能解释 SLE 遗传易感性的一小部分。因此,寻找与 SLE 发病机制相关的新基因,特别是核心基因,对于深入了解 SLE 的发病机制和潜在的治疗靶点具有重要意义。
本研究采用全外显子测序、高密度基因分型和体外细胞实验等方法,对 SLE 发病机制中的候选核心基因进行了鉴定。通过极端表型样本的全外显子测序,我们对 30 个 SLE 先证者-父母-子女三代表型样本进行了测序,共鉴定出 14 个具有错义新生突变(DNM)的基因,这些基因均不在通过 GWAS 鉴定出的 80 多个 SLE 易感基因位点内。在一个匹配欧洲血统的 10995 人的后续队列中,我们将基因型数据外推到 UK10K-1000 基因组 Phase III 参考面板的密度,以对 14 个候选基因进行基因水平分析。结果表明,有三个候选基因具有功能,分别是 DNMT3A、PRKCD 和 C1QTNF4。我们发现 PRKCD 上的罕见变异与 SLE 风险相关(P=0.0028),DNMT3A 上的罕见变异与两种严重疾病预后亚表型相关(P=0.0005 和 P=0.0033)。我们进一步研究了第三个候选基因 C1QTNF4 在 TNF 依赖性 NF-κB 激活和凋亡中的功能,发现该基因的 p.His198Gln DNM 会抑制这些功能。我们的研究结果鉴定出了 SLE 发病机制中的三个新基因,支持了极端表型样本和 DNM 基因发现,有助于寻找通过罕见变异引起的核心疾病基因。