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单细胞与单细胞核:缺血再灌注损伤后小鼠肾脏的转录组差异

Single cell versus single nucleus: transcriptome differences in the murine kidney after ischemia-reperfusion injury.

作者信息

Gaedcke Svenja, Sinning Julius, Dittrich-Breiholz Oliver, Haller Hermann, Soerensen-Zender Inga, Liao Chieh Ming, Nordlohne Alexandra, Sen Payel, von Vietinghoff Sibylle, DeLuca David S, Schmitt Roland

机构信息

Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of the German Center for Lung Research, Hannover Medical School, Hannover, Germany.

Department of Nephrology and Hypertension, Medical School Hannover, Hannover, Germany.

出版信息

Am J Physiol Renal Physiol. 2022 Aug 1;323(2):F171-F181. doi: 10.1152/ajprenal.00453.2021. Epub 2022 May 30.

Abstract

The kidney is a complex organ, which consists of multiple components with highly diverse cell types. A detailed understanding of these cell types in health and disease is crucial for the future development of preventive and curative treatment strategies. In recent years, single-cell RNA sequencing (scRNAseq) and single-nucleus RNA sequencing (snRNAseq) technology has opened up completely new possibilities in investigating the variety of renal cell populations in physiological and pathological states. Here, we systematically assessed differences between scRNAseq and snRNAseq approaches in transcriptome analysis of murine kidneys after ischemia-reperfusion injury. We included tissues from control kidneys and from kidneys harvested 1 wk after mild (17-min clamping time) and severe (27-min clamping time) transient unilateral ischemia. Our findings revealed important methodological differences in the discovery of inflammatory cells, tubular cells, and other specialized cell types. Although the scRNAseq approach was advantageous for investigating immune cells, the snRNAseq approach allowed superior insights into healthy and damaged tubular cells. Apart from differences in the quantitative discovery rate, we found important qualitative discrepancies in the captured transcriptomes with crucial consequences for the interpretation of cell states and molecular functions. Together, we provide an overview of method-dependent differences between scRNAseq and snRNAseq results from identical postischemic kidney tissues. Our results highlight the importance of choosing the right approach for specific research questions. Single-cell and single-nucleus RNA sequencing technologies provide powerful new tools to examine complex tissues such as the kidney. This research reference paper provides practical information on the differences between the two technologies when examining murine kidneys after ischemia-reperfusion injury. The results will serve those who are debating which protocols to use in their given study.

摘要

肾脏是一个复杂的器官,由多种具有高度不同细胞类型的成分组成。详细了解这些细胞类型在健康和疾病状态下的情况对于预防和治疗策略的未来发展至关重要。近年来,单细胞RNA测序(scRNAseq)和单细胞核RNA测序(snRNAseq)技术为研究生理和病理状态下肾细胞群体的多样性开辟了全新的可能性。在这里,我们系统地评估了scRNAseq和snRNAseq方法在缺血再灌注损伤后小鼠肾脏转录组分析中的差异。我们纳入了来自对照肾脏以及轻度(夹闭时间17分钟)和重度(夹闭时间27分钟)短暂单侧缺血后1周收获的肾脏组织。我们的研究结果揭示了在发现炎症细胞、肾小管细胞和其他特殊细胞类型方面重要的方法学差异。虽然scRNAseq方法在研究免疫细胞方面具有优势,但snRNAseq方法能更深入地了解健康和受损的肾小管细胞。除了在定量发现率上的差异外,我们还在捕获的转录组中发现了重要的定性差异,这对细胞状态和分子功能的解释具有关键影响。我们共同概述了来自相同缺血后肾脏组织的scRNAseq和snRNAseq结果中依赖方法的差异。我们的结果强调了为特定研究问题选择正确方法的重要性。单细胞和单细胞核RNA测序技术为检查诸如肾脏这样的复杂组织提供了强大的新工具。这篇研究参考论文提供了在检查缺血再灌注损伤后的小鼠肾脏时这两种技术之间差异的实用信息。研究结果将为那些在给定研究中纠结使用哪种方案的人提供帮助。

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