The Jackson Laboratory, Bar Harbor, ME, USA.
HudsonAlpha Institute, Huntsville, AL, USA.
Sci Rep. 2021 Jan 22;11(1):2071. doi: 10.1038/s41598-021-81550-8.
Chronic kidney disease (CKD), which can ultimately progress to kidney failure, is influenced by genetics and the environment. Genes identified in human genome wide association studies (GWAS) explain only a small proportion of the heritable variation and lack functional validation, indicating the need for additional model systems. Outbred heterogeneous stock (HS) rats have been used for genetic fine-mapping of complex traits, but have not previously been used for CKD traits. We performed GWAS for urinary protein excretion (UPE) and CKD related serum biochemistries in 245 male HS rats. Quantitative trait loci (QTL) were identified using a linear mixed effect model that tested for association with imputed genotypes. Candidate genes were identified using bioinformatics tools and targeted RNAseq followed by testing in a novel in vitro model of human tubule, hypoxia-induced damage. We identified two QTL for UPE and five for serum biochemistries. Protein modeling identified a missense variant within Septin 8 (Sept8) as a candidate for UPE. Sept8/SEPTIN8 expression increased in HS rats with elevated UPE and tubulointerstitial injury and in the in vitro hypoxia model. SEPTIN8 is detected within proximal tubule cells in human kidney samples and localizes with acetyl-alpha tubulin in the culture system. After hypoxia, SEPTIN8 staining becomes diffuse and appears to relocalize with actin. These data suggest a role of SEPTIN8 in cellular organization and structure in response to environmental stress. This study demonstrates that integration of a rat genetic model with an environmentally induced tubule damage system identifies Sept8/SEPTIN8 and informs novel aspects of the complex gene by environmental interactions contributing to CKD risk.
慢性肾脏病(CKD)最终可进展为肾衰竭,受遗传和环境因素的影响。人类全基因组关联研究(GWAS)中鉴定的基因仅能解释一小部分可遗传变异,且缺乏功能验证,这表明需要额外的模型系统。远交杂种(HS)大鼠已被用于复杂性状的遗传精细定位,但尚未用于 CKD 性状。我们对 245 只雄性 HS 大鼠的尿蛋白排泄(UPE)和与 CKD 相关的血清生物化学进行了 GWAS。使用线性混合效应模型对与推断基因型相关的 UPE 和 5 个血清生物化学的数量性状位点(QTL)进行了鉴定。候选基因使用生物信息学工具和靶向 RNAseq 进行鉴定,然后在体外人类肾小管缺氧损伤模型中进行了测试。我们鉴定了 2 个 UPE 和 5 个血清生物化学的 QTL。蛋白质建模确定了一种错义变异,认为它是 UPE 的候选基因。在 UPE 升高和肾小管间质损伤的 HS 大鼠和体外缺氧模型中,SEPTIN8/SEPTIN8 的表达增加。在人类肾脏样本中,SEPTIN8 存在于近端肾小管细胞中,在培养系统中与乙酰-α微管蛋白共定位。缺氧后,SEPTIN8 染色变得弥散,并似乎与肌动蛋白重新定位。这些数据表明 SEPTIN8 在细胞组织和结构中发挥作用,以应对环境应激。本研究表明,将大鼠遗传模型与环境诱导的肾小管损伤系统相结合,可以鉴定出 Sept8/SEPTIN8,并为环境相互作用导致 CKD 风险的复杂基因提供新的认识。