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人类肾移植活检样本的单细胞转录组学定义了多样化的炎症反应。

Single-Cell Transcriptomics of a Human Kidney Allograft Biopsy Specimen Defines a Diverse Inflammatory Response.

机构信息

Division of Nephrology, Department of Medicine and Departments of.

Pathology and Immunology and.

出版信息

J Am Soc Nephrol. 2018 Aug;29(8):2069-2080. doi: 10.1681/ASN.2018020125. Epub 2018 Jul 6.

Abstract

Single-cell genomics techniques are revolutionizing our ability to characterize complex tissues. By contrast, the techniques used to analyze renal biopsy specimens have changed little over several decades. We tested the hypothesis that single-cell RNA-sequencing can comprehensively describe cell types and states in a human kidney biopsy specimen. We generated 8746 single-cell transcriptomes from a healthy adult kidney and a single kidney transplant biopsy core by single-cell RNA-sequencing. Unsupervised clustering analysis of the biopsy specimen was performed to identify 16 distinct cell types, including all of the major immune cell types and most native kidney cell types, in this biopsy specimen, for which the histologic read was mixed rejection. Monocytes formed two subclusters representing a nonclassical CD16+ group and a classic CD16- group expressing dendritic cell maturation markers. The presence of both monocyte cell subtypes was validated by staining of independent transplant biopsy specimens. Comparison of healthy kidney epithelial transcriptomes with biopsy specimen counterparts identified novel segment-specific proinflammatory responses in rejection. Endothelial cells formed three distinct subclusters: resting cells and two activated endothelial cell groups. One activated endothelial cell group expressed Fc receptor pathway activation and Ig internalization genes, consistent with the pathologic diagnosis of antibody-mediated rejection. We mapped previously defined genes that associate with rejection outcomes to single cell types and generated a searchable online gene expression database. We present the first step toward incorporation of single-cell transcriptomics into kidney biopsy specimen interpretation, describe a heterogeneous immune response in mixed rejection, and provide a searchable resource for the scientific community.

摘要

单细胞基因组学技术正在彻底改变我们对复杂组织进行特征描述的能力。相比之下,几十年来,用于分析肾活检标本的技术几乎没有改变。我们检验了这样一个假设,即单细胞 RNA 测序可以全面描述人类肾活检标本中的细胞类型和状态。我们通过单细胞 RNA 测序从一个健康成年人的肾脏和一个单一的肾移植活检核心中生成了 8746 个单细胞转录组。对活检标本进行无监督聚类分析,以鉴定出 16 种不同的细胞类型,包括该活检标本中所有主要的免疫细胞类型和大多数固有肾细胞类型,而该活检标本的组织学读片结果为混合性排斥。单核细胞形成两个亚群,代表一个非经典的 CD16+群和一个表达树突状细胞成熟标志物的经典 CD16-群。单核细胞的两种亚型的存在通过对独立的移植活检标本进行染色得到了验证。将健康肾脏上皮细胞转录组与活检标本对应物进行比较,在排斥反应中鉴定出了新的节段特异性促炎反应。内皮细胞形成了三个不同的亚群:静止细胞和两个激活的内皮细胞群。一个激活的内皮细胞群表达 Fc 受体途径激活和 Ig 内吞基因,与抗体介导的排斥的病理诊断一致。我们将与排斥反应结果相关的先前定义的基因映射到单细胞类型,并生成了一个可搜索的在线基因表达数据库。我们朝着将单细胞转录组学纳入肾活检标本解释的方向迈出了第一步,描述了混合性排斥中的异质性免疫反应,并为科学界提供了一个可搜索的资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ca6/6065085/0b5fe519f04b/ASN.2018020125absf1.jpg

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