HudsonAlpha Institute for Biotechnology, Huntsville, Alabama;
Department of Pediatrics and Human Development, Michigan State University, Grand Rapids, Michigan.
J Am Soc Nephrol. 2018 May;29(5):1525-1535. doi: 10.1681/ASN.2017080856. Epub 2018 Feb 23.
Interpreting genetic variants is one of the greatest challenges impeding analysis of rapidly increasing volumes of genomic data from patients. For example, is an associated risk gene for CKD, yet causative mechanism(s) of allele(s) are unknown. We used our analytic pipeline that integrates genetic, computational, biochemical, CRISPR/Cas9 editing, molecular, and physiologic data to characterize coding and noncoding variants to study the human risk locus for CKD. We identified a novel transcriptional start site, which results in a shorter isoform lacking the PDZ domain and is regulated by a common noncoding sequence variant associated with CKD (rs17319721, allele frequency: 0.35). This variant disrupted allele binding to the transcription factor TCF7L2 in podocyte cell nuclear extracts and altered transcription levels of in cultured cells, potentially through the loss of repressive looping between rs17319721 and the novel start site. Although common variant mechanisms are of high utility, sequencing is beginning to identify rare variants involved in disease; therefore, we used our biophysical tools to analyze an average of 112,849 individual human genome sequences for rare SHROOM3 missense variants, revealing 35 high-effect variants. The high-effect alleles include a coding variant (P1244L) previously associated with CKD (=0.01, odds ratio=7.95; 95% CI, 1.53 to 41.46) that we find to be present in East Asian individuals at an allele frequency of 0.0027. We determined that P1244L attenuates the interaction of with 14-3-3, suggesting alterations to the Hippo pathway, a known mediator of CKD. These data demonstrate multiple new -dependent genetic/molecular mechanisms that likely affect CKD.
解析遗传变异是阻碍对患者基因组数据进行快速增长分析的最大挑战之一。例如,是 CKD 的相关风险基因,但 等位基因的致病机制尚不清楚。我们使用整合了遗传、计算、生化、CRISPR/Cas9 编辑、分子和生理数据的分析管道,对编码和非编码变异进行特征分析,以研究人类 CKD 风险基因座。我们确定了一个新的转录起始位点,导致缺少 PDZ 结构域的较短亚型,并且受与 CKD 相关的常见非编码序列变异(rs17319721,等位基因频率:0.35)调控。该变体破坏了等位基因与足细胞核提取物中转录因子 TCF7L2 的结合,并改变了培养细胞中 的转录水平,可能是通过 rs17319721 与新起始位点之间丧失抑制性环化。尽管常见变异机制具有很高的实用性,但测序开始鉴定与疾病相关的罕见变异;因此,我们使用生物物理工具分析了平均 112849 个人类基因组序列中的罕见 SHROOM3 错义变异,发现了 35 个高效应变异。高效应等位基因包括先前与 CKD 相关的编码变异(P1244L)(=0.01,优势比=7.95;95%置信区间,1.53 至 41.46),我们发现东亚个体中该等位基因的频率为 0.0027。我们确定 P1244L 减弱了 与 14-3-3 的相互作用,提示 Hippo 途径的改变,这是 CKD 的已知介导物。这些数据表明了多个新的依赖于 的遗传/分子机制,可能影响 CKD。