Nephrology Division, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
Department of Cadres Medical Care and Geriatrics, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.
FEBS J. 2021 Sep;288(17):5163-5178. doi: 10.1111/febs.16114. Epub 2021 Jul 29.
The kidney tropism of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been well-validated clinically and often leads to various forms of renal damage in coronavirus disease-2019 (COVID-19) patients. However, the underlying mechanisms and diagnostic approaches remain to be determined. We interrogated the expression of virus-related host factors in single-cell RNA sequencing (scRNA-seq) datasets of normal human kidneys and kidneys with pre-existing diseases and validated the results with urinary proteomics of COVID-19 patients and healthy individuals. We also assessed the effects of genetic variants on kidney susceptibility using expression quantitative trait loci (eQTLs) databases. We identified a subtype of tubular cells, which we named PT-3 cells, as being vulnerable to SARS-CoV-2 infections in the kidneys. PT-3 cells were enriched in viral entry factors and replication and assembly machinery but lacked antiviral restriction factors. Immunohistochemistry confirmed positive staining of PT-3 cell marker SCL36A2 on kidney sections from COVID-19 patients. Urinary proteomic analyses of COVID-19 patients revealed that markers of PT-3 cells were significantly increased, along with elevated viral receptor angiotensin-converting enzyme 2. We further found that the proportion of PT-3 cells increased in diabetic nephropathy but decreased in kidney allografts and lupus nephropathy, suggesting that kidney susceptibility varied among these diseases. We finally identified several eQTLs that regulate the expression of host factors in kidney cells. PT-3 cells may represent a key determinant for the kidney tropism of SARS-CoV-2, and detection of PT-3 cells may be used to assess the risk of renal infection during COVID-19.
严重急性呼吸综合征冠状病毒 2(SARS-CoV-2)对肾脏的嗜性已在临床上得到充分验证,通常会导致 2019 冠状病毒病(COVID-19)患者出现各种形式的肾脏损伤。然而,其潜在机制和诊断方法仍有待确定。我们通过单细胞 RNA 测序(scRNA-seq)数据集检测了正常人和患有先前疾病的人肾脏中与病毒相关的宿主因子的表达,并通过 COVID-19 患者和健康个体的尿蛋白质组学验证了这些结果。我们还使用表达数量性状基因座(eQTLs)数据库评估了遗传变异对肾脏易感性的影响。我们鉴定出一种称为 PT-3 细胞的肾小管细胞亚型,该细胞在肾脏中易受 SARS-CoV-2 感染。PT-3 细胞富含病毒进入因子、复制和组装机制,但缺乏抗病毒限制因子。免疫组织化学证实 COVID-19 患者的肾脏切片中 PT-3 细胞标志物 SCL36A2 呈阳性染色。COVID-19 患者的尿液蛋白质组学分析显示,PT-3 细胞标志物显著增加,同时血管紧张素转换酶 2(病毒受体)也升高。我们进一步发现,糖尿病肾病患者的 PT-3 细胞比例增加,而肾移植和狼疮性肾炎患者的 PT-3 细胞比例减少,这表明这些疾病中肾脏的易感性存在差异。我们最终确定了几个调节肾脏细胞中宿主因子表达的 eQTLs。PT-3 细胞可能是 SARS-CoV-2 肾脏嗜性的关键决定因素,检测 PT-3 细胞可能用于评估 COVID-19 期间肾脏感染的风险。