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单细胞转录组学鉴定局灶节段性肾小球硬化缓解的内皮生物标志物。

Single cell transcriptomics identifies focal segmental glomerulosclerosis remission endothelial biomarker.

机构信息

Michigan Medicine, Ann Arbor, Michigan, USA.

Broad Institute, Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts, USA.

出版信息

JCI Insight. 2020 Mar 26;5(6):133267. doi: 10.1172/jci.insight.133267.

Abstract

To define cellular mechanisms underlying kidney function and failure, the KPMP analyzes biopsy tissue in a multicenter research network to build cell-level process maps of the kidney. This study aimed to establish a single cell RNA sequencing strategy to use cell-level transcriptional profiles from kidney biopsies in KPMP to define molecular subtypes in glomerular diseases. Using multiple sources of adult human kidney reference tissue samples, 22,268 single cell profiles passed KPMP quality control parameters. Unbiased clustering resulted in 31 distinct cell clusters that were linked to kidney and immune cell types using specific cell markers. Focusing on endothelial cell phenotypes, in silico and in situ hybridization methods assigned 3 discrete endothelial cell clusters to distinct renal vascular beds. Transcripts defining glomerular endothelial cells (GEC) were evaluated in biopsies from patients with 10 different glomerular diseases in the NEPTUNE and European Renal cDNA Bank (ERCB) cohort studies. Highest GEC scores were observed in patients with focal segmental glomerulosclerosis (FSGS). Molecular endothelial signatures suggested 2 distinct FSGS patient subgroups with α-2 macroglobulin (A2M) as a key downstream mediator of the endothelial cell phenotype. Finally, glomerular A2M transcript levels associated with lower proteinuria remission rates, linking endothelial function with long-term outcome in FSGS.

摘要

为了阐明肾脏功能和衰竭的细胞机制,KPMP 通过多中心研究网络分析活检组织,构建肾脏的细胞级过程图谱。本研究旨在建立一种单细胞 RNA 测序策略,利用 KPMP 中肾脏活检的细胞水平转录谱来定义肾小球疾病中的分子亚型。使用多个成人肾脏参考组织样本来源,通过 KPMP 质量控制参数的单细胞谱有 22,268 个。无偏聚类产生 31 个不同的细胞簇,使用特定的细胞标记与肾脏和免疫细胞类型相关联。关注内皮细胞表型,通过计算机和原位杂交方法将 3 个离散的内皮细胞簇分配到不同的肾脏血管床。在 NEPTUNE 和欧洲肾脏 cDNA 库 (ERCB) 队列研究中,对来自 10 种不同肾小球疾病的患者活检进行了定义肾小球内皮细胞 (GEC) 的转录本评估。在局灶节段性肾小球硬化症 (FSGS) 患者中观察到最高的 GEC 评分。分子内皮特征表明 FSGS 患者有 2 个不同的亚组,α-2 巨球蛋白 (A2M) 是内皮细胞表型的关键下游介质。最后,与蛋白尿缓解率较低相关的肾小球 A2M 转录水平将内皮功能与 FSGS 的长期结果联系起来。

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