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COVID-19 BAL 单细胞 RNA 测序的荟萃分析揭示了肺泡上皮细胞的转化和独特的肺泡上皮细胞命运。

Meta-Analysis of COVID-19 BAL Single-Cell RNA Sequencing Reveals Alveolar Epithelial Transitions and Unique Alveolar Epithelial Cell Fates.

机构信息

Immunity, Inflammation, and Disease Laboratory and.

Department of Cell Biology, School of Medicine, Duke University, Durham, North Carolina.

出版信息

Am J Respir Cell Mol Biol. 2023 Dec;69(6):623-637. doi: 10.1165/rcmb.2023-0077OC.

DOI:10.1165/rcmb.2023-0077OC
PMID:37523502
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10704119/
Abstract

Single-cell RNA sequencing (scRNA-seq) of BAL cells has provided insights into coronavirus disease (COVID-19). However, reports have been limited by small patient cohorts. We performed a meta-analysis of BAL scRNA-seq data from healthy control subjects ( = 13) and patients with COVID-19 ( = 20), sourced from six independent studies (167,280 high-quality cells in total). Consistent with the source reports, increases in infiltrating leukocyte subtypes were noted, several with type I IFN signatures and unique gene expression signatures associated with transcellular chemokine signaling. Noting dramatic reductions of inferred NKX2-1 and NR4A1 activity in alveolar epithelial type II (AT-II) cells, we modeled pseudotemporal AT-II-to-AT-I progression. This revealed changes in inferred AT-II cell metabolic activity, increased transitional cells, and a previously undescribed AT-I state. This cell state was conspicuously marked by the induction of genes of the epidermal differentiation complex, including the cornified envelope protein SPRR3 (small proline-rich protein 3), upregulation of multiple KRT (keratin) genes, inferred mitochondrial dysfunction, and cell death signatures including apoptosis and ferroptosis. Immunohistochemistry of lungs from patients with COVID-19 confirmed upregulation and colocalization of KRT13 and SPRR3 in the distal airspaces. Forced overexpression of SPRR3 in human alveolar epithelial cells did not activate caspase-3 or upregulate KRT13, suggesting that SPRR3 marks an AT-I cornification program in COVID-19 but is not sufficient for phenotypic changes.

摘要

单细胞 RNA 测序 (scRNA-seq) 对支气管肺泡灌洗液 (BAL) 细胞的研究为深入了解冠状病毒病 (COVID-19) 提供了线索。然而,这些报告受到小患者队列的限制。我们对来自六个独立研究的健康对照者 ( = 13) 和 COVID-19 患者 ( = 20) 的 BAL scRNA-seq 数据进行了荟萃分析 (总共 167,280 个高质量细胞)。与来源报告一致,浸润性白细胞亚型增加,其中几种具有 I 型 IFN 特征和与细胞间趋化因子信号转导相关的独特基因表达特征。注意到肺泡上皮细胞 II (AT-II) 细胞中推断的 NKX2-1 和 NR4A1 活性明显降低,我们模拟了伪时间 AT-II 到 AT-I 的进展。这揭示了推断的 AT-II 细胞代谢活性的变化,过渡细胞增加,以及以前未描述的 AT-I 状态。这种细胞状态显著的特征是表皮分化复合物的基因诱导,包括角蛋白 envelope 蛋白 SPRR3 (small proline-rich protein 3),多个 KRT (keratin) 基因上调,推断的线粒体功能障碍,以及细胞死亡特征,包括细胞凋亡和铁死亡。COVID-19 患者肺组织的免疫组织化学证实了 KRT13 和 SPRR3 在远端气腔中的上调和共定位。在人肺泡上皮细胞中强制过表达 SPRR3 不会激活 caspase-3 或上调 KRT13,这表明 SPRR3 在 COVID-19 中标记了 AT-I 角化程序,但不足以引起表型变化。

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