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单细胞 RNA 测序揭示 COVID-19 相关 AKI 尿液细胞中独特的细胞多样性。

Single-Cell RNA Sequencing of Urinary Cells Reveals Distinct Cellular Diversity in COVID-19-Associated AKI.

机构信息

Division of Nephrology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama.

Department of Medicine, Nephrology Research and Training Center, University of Alabama at Birmingham, Birmingham, Alabama.

出版信息

Kidney360. 2021 Nov 5;3(1):28-36. doi: 10.34067/KID.0005522021. eCollection 2022 Jan 27.

DOI:10.34067/KID.0005522021
PMID:35368565
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8967619/
Abstract

BACKGROUND

AKI is a common sequela of infection with SARS-CoV-2 and contributes to the severity and mortality from COVID-19. Here, we tested the hypothesis that kidney alterations induced by COVID-19-associated AKI could be detected in cells collected from urine.

METHODS

We performed single-cell RNA sequencing (scRNAseq) on cells recovered from the urine of eight hospitalized patients with COVID-19 with (=5) or without AKI (=3) as well as four patients with non-COVID-19 AKI (=4) to assess differences in cellular composition and gene expression during AKI.

RESULTS

Analysis of 30,076 cells revealed a diverse array of cell types, most of which were kidney, urothelial, and immune cells. Pathway analysis of tubular cells from patients with AKI showed enrichment of transcripts associated with damage-related pathways compared with those without AKI. and expression was highest in urothelial cells among cell types recovered. Notably, in one patient, we detected SARS-CoV-2 viral RNA in urothelial cells. These same cells were enriched for transcripts associated with antiviral and anti-inflammatory pathways.

CONCLUSIONS

We successfully performed scRNAseq on urinary sediment from hospitalized patients with COVID-19 to noninvasively study cellular alterations associated with AKI and established a dataset that includes both injured and uninjured kidney cells. Additionally, we provide preliminary evidence of direct infection of urinary bladder cells by SARS-CoV-2. The urinary sediment contains a wealth of information and is a useful resource for studying the pathophysiology and cellular alterations that occur in kidney diseases.

摘要

背景

急性肾损伤(AKI)是感染 SARS-CoV-2 的常见后遗症,也是导致 COVID-19 严重程度和死亡率升高的原因之一。在此,我们通过检测 COVID-19 相关 AKI 诱导的肾脏改变是否可在尿液中收集的细胞中检测到,以验证假设。

方法

我们对 8 名住院 COVID-19 患者(AKI 组=5 例,非 AKI 组=3 例)和 4 名非 COVID-19 AKI 患者(AKI 组=4 例)尿液中回收的细胞进行单细胞 RNA 测序(scRNAseq),以评估 AKI 期间细胞组成和基因表达的差异。

结果

分析 30076 个细胞揭示了一系列多样化的细胞类型,其中大多数为肾脏、尿路上皮和免疫细胞。与非 AKI 患者相比,AKI 患者肾小管细胞的通路分析显示与损伤相关通路的转录本富集。在所有检测到的细胞类型中,尿路上皮细胞中 和 的表达最高。值得注意的是,在一名患者中,我们在尿路上皮细胞中检测到 SARS-CoV-2 病毒 RNA。这些相同的细胞富集了与抗病毒和抗炎通路相关的转录本。

结论

我们成功地对住院 COVID-19 患者的尿液沉淀物进行了 scRNAseq,以非侵入性地研究与 AKI 相关的细胞改变,并建立了一个包含受损和未受损肾脏细胞的数据集。此外,我们提供了 SARS-CoV-2 直接感染膀胱细胞的初步证据。尿液沉淀物包含丰富的信息,是研究肾脏疾病中发生的病理生理学和细胞改变的有用资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/552a/8967619/2e19a90f14a5/KID.0005522021absf1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/552a/8967619/2e19a90f14a5/KID.0005522021absf1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/552a/8967619/2e19a90f14a5/KID.0005522021absf1.jpg

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本文引用的文献

1
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Kidney360. 2021 Apr 14;2(6):924-936. doi: 10.34067/KID.0002172021. eCollection 2021 Jun 24.
2
Expression of ACE2 in the Intact and Acutely Injured Kidney.ACE2 在完整和急性损伤肾脏中的表达。
Kidney360. 2021 May 18;2(7):1095-1106. doi: 10.34067/KID.0001562021. eCollection 2021 Jul 29.
3
Nicotinamide Adenine Dinucleotide Biosynthetic Impairment and Urinary Metabolomic Alterations Observed in Hospitalized Adults With COVID-19-Related Acute Kidney Injury.
J Exp Med. 2024 Aug 5;221(8). doi: 10.1084/jem.20240045. Epub 2024 Jun 7.
4
Epithelial cell states associated with kidney and allograft injury.与肾脏和移植物损伤相关的上皮细胞状态。
Nat Rev Nephrol. 2024 Jul;20(7):447-459. doi: 10.1038/s41581-024-00834-0. Epub 2024 Apr 17.
5
Evaluation of noninvasive biospecimens for transcriptome studies.非侵入性生物样本的转录组研究评估。
BMC Genomics. 2023 Dec 19;24(1):790. doi: 10.1186/s12864-023-09875-4.
6
Viral Glomerulopathy.病毒性肾小球病
Glomerular Dis. 2023 Aug 8;3(1):148-154. doi: 10.1159/000531434. eCollection 2023 Jan-Dec.
7
Single-cell RNA sequencing for the study of kidney disease.单细胞 RNA 测序在肾脏疾病研究中的应用。
Mol Med. 2023 Jul 3;29(1):85. doi: 10.1186/s10020-023-00693-8.
8
Multi-omic single cell sequencing: Overview and opportunities for kidney disease therapeutic development.多组学单细胞测序:肾脏疾病治疗发展的概述与机遇
Front Mol Biosci. 2023 Apr 5;10:1176856. doi: 10.3389/fmolb.2023.1176856. eCollection 2023.
9
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Chin Med J (Engl). 2021 Apr 20;134(8):935-943. doi: 10.1097/CM9.0000000000001439.
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Clin J Am Soc Nephrol. 2021 May 8;16(5):685-693. doi: 10.2215/CJN.16281020. Epub 2021 Mar 29.
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