Suppr超能文献

嗜冷蛋白酶显著减少单细胞RNA测序假象:肾脏发育的分子图谱

Psychrophilic proteases dramatically reduce single-cell RNA-seq artifacts: a molecular atlas of kidney development.

作者信息

Adam Mike, Potter Andrew S, Potter S Steven

机构信息

Cincinnati Children's Hospital Medical Center, Division of Developmental Biology, Cincinnati, OH 45229, USA.

Cincinnati Children's Hospital Medical Center, Division of Developmental Biology, Cincinnati, OH 45229, USA

出版信息

Development. 2017 Oct 1;144(19):3625-3632. doi: 10.1242/dev.151142. Epub 2017 Aug 29.

Abstract

Single-cell RNA-seq is a powerful technique. Nevertheless, there are important limitations, including the technical challenges of breaking down an organ or tissue into a single-cell suspension. Invariably, this has required enzymatic incubation at 37°C, which can be expected to result in artifactual changes in gene expression patterns. Here, we describe a dissociation method that uses a protease with high activity in the cold, purified from a psychrophilic microorganism. The entire procedure is carried out at 6°C or colder, at which temperature mammalian transcriptional machinery is largely inactive, thereby effectively 'freezing in' the gene expression patterns. To test this method, we carried out RNA-seq on 20,424 single cells from postnatal day 1 mouse kidneys, comparing the results of the psychrophilic protease method with procedures using 37°C incubation. We show that the cold protease method provides a great reduction in gene expression artifacts. In addition, the results produce a single-cell resolution gene expression atlas of the newborn mouse kidney, an interesting time in development when mature nephrons are present yet nephrogenesis remains extremely active.

摘要

单细胞RNA测序是一项强大的技术。然而,它也存在重要的局限性,包括将器官或组织分解成单细胞悬液的技术挑战。这一过程总是需要在37°C下进行酶孵育,而这可能会导致基因表达模式出现人为变化。在此,我们描述了一种解离方法,该方法使用从嗜冷微生物中纯化得到的在低温下具有高活性的蛋白酶。整个过程在6°C或更低温度下进行,在该温度下哺乳动物转录机制基本不活跃,从而有效地“冻结”基因表达模式。为了测试该方法,我们对出生后第1天小鼠肾脏的20424个单细胞进行了RNA测序,将嗜冷蛋白酶方法的结果与使用37°C孵育的方法的结果进行了比较。我们表明,冷蛋白酶方法可大幅减少基因表达假象。此外,结果生成了新生小鼠肾脏的单细胞分辨率基因表达图谱,这是发育过程中一个有趣的时期,此时成熟肾单位已经存在,但肾发生仍然极其活跃。

相似文献

1
Psychrophilic proteases dramatically reduce single-cell RNA-seq artifacts: a molecular atlas of kidney development.
Development. 2017 Oct 1;144(19):3625-3632. doi: 10.1242/dev.151142. Epub 2017 Aug 29.
2
Dissociation of Tissues for Single-Cell Analysis.
Methods Mol Biol. 2019;1926:55-62. doi: 10.1007/978-1-4939-9021-4_5.
3
Quality Control of Single-Cell RNA-seq.
Methods Mol Biol. 2019;1935:1-9. doi: 10.1007/978-1-4939-9057-3_1.
4
Dissociation of microdissected mouse brain tissue for artifact free single-cell RNA sequencing.
STAR Protoc. 2021 Jun 10;2(2):100590. doi: 10.1016/j.xpro.2021.100590. eCollection 2021 Jun 18.
7
Single cell dissection of early kidney development: multilineage priming.
Development. 2014 Aug;141(15):3093-101. doi: 10.1242/dev.110601.
8
Spatiotemporal transcriptomic atlas of mouse organogenesis using DNA nanoball-patterned arrays.
Cell. 2022 May 12;185(10):1777-1792.e21. doi: 10.1016/j.cell.2022.04.003. Epub 2022 May 4.
9
Single-cell RNA-Seq analysis reveals dynamic trajectories during mouse liver development.
BMC Genomics. 2017 Dec 4;18(1):946. doi: 10.1186/s12864-017-4342-x.
10
Current Methodological Challenges of Single-Cell and Single-Nucleus RNA-Sequencing in Glomerular Diseases.
J Am Soc Nephrol. 2021 Aug;32(8):1838-1852. doi: 10.1681/ASN.2021020157. Epub 2021 Jun 17.

引用本文的文献

9
scHeteroNet: A Heterophily-Aware Graph Neural Network for Accurate Cell Type Annotation and Novel Cell Detection.
Adv Sci (Weinh). 2025 Apr;12(16):e2412095. doi: 10.1002/advs.202412095. Epub 2025 Mar 5.

本文引用的文献

1
Power analysis of single-cell RNA-sequencing experiments.
Nat Methods. 2017 Apr;14(4):381-387. doi: 10.1038/nmeth.4220. Epub 2017 Mar 6.
2
Effective detection of variation in single-cell transcriptomes using MATQ-seq.
Nat Methods. 2017 Mar;14(3):267-270. doi: 10.1038/nmeth.4145. Epub 2017 Jan 16.
4
Single-cell RNA-seq supports a developmental hierarchy in human oligodendroglioma.
Nature. 2016 Nov 10;539(7628):309-313. doi: 10.1038/nature20123. Epub 2016 Nov 2.
5
Single-cell analysis of mixed-lineage states leading to a binary cell fate choice.
Nature. 2016 Sep 29;537(7622):698-702. doi: 10.1038/nature19348. Epub 2016 Aug 31.
6
Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets.
Cell. 2015 May 21;161(5):1202-1214. doi: 10.1016/j.cell.2015.05.002.
7
Droplet barcoding for single-cell transcriptomics applied to embryonic stem cells.
Cell. 2015 May 21;161(5):1187-1201. doi: 10.1016/j.cell.2015.04.044.
8
Deep Sequencing in Microdissected Renal Tubules Identifies Nephron Segment-Specific Transcriptomes.
J Am Soc Nephrol. 2015 Nov;26(11):2669-77. doi: 10.1681/ASN.2014111067. Epub 2015 Mar 27.
10
Single cell dissection of early kidney development: multilineage priming.
Development. 2014 Aug;141(15):3093-101. doi: 10.1242/dev.110601.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验