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在各种应激条件下单个酵母细胞的转录组变化。

Transcriptomic changes in single yeast cells under various stress conditions.

机构信息

Department of Bioinformatics and Genomics, The University of North Carolina at Charlotte, 28223, Charlotte, NC, USA.

出版信息

BMC Genomics. 2023 Feb 24;24(1):88. doi: 10.1186/s12864-023-09184-w.

Abstract

BACKGROUND

The stress response of Saccharomyces cerevisiae has been extensively studied in the past decade. However, with the advent of recent technology in single-cell transcriptome profiling, there is a new opportunity to expand and further understanding of the yeast stress response with greater resolution on a system level. To understand transcriptomic changes in baker's yeast S. cerevisiae cells under stress conditions, we sequenced 117 yeast cells under three stress treatments (hypotonic condition, glucose starvation and amino acid starvation) using a full-length single-cell RNA-Seq method.

RESULTS

We found that though single cells from the same treatment showed varying degrees of uniformity, technical noise and batch effects can confound results significantly. However, upon careful selection of samples to reduce technical artifacts and account for batch-effects, we were able to capture distinct transcriptomic signatures for different stress conditions as well as putative regulatory relationships between transcription factors and target genes.

CONCLUSION

Our results show that a full-length single-cell based transcriptomic analysis of the yeast may help paint a clearer picture of how the model organism responds to stress than do bulk cell population-based methods.

摘要

背景

在过去的十年中,酿酒酵母的应激反应已经得到了广泛的研究。然而,随着单细胞转录组分析技术的出现,我们有机会在系统水平上进一步扩展和加深对酵母应激反应的理解,获得更高的分辨率。为了了解应激条件下面包酵母酿酒酵母细胞的转录组变化,我们使用全长单细胞 RNA-Seq 方法对三种应激处理(低渗条件、葡萄糖饥饿和氨基酸饥饿)下的 117 个酵母细胞进行了测序。

结果

我们发现,尽管来自同一处理的单个细胞表现出不同程度的一致性,但技术噪声和批次效应会显著干扰结果。然而,通过仔细选择样本以减少技术伪影并考虑批次效应,我们能够捕获不同应激条件下的独特转录组特征,以及转录因子和靶基因之间的潜在调控关系。

结论

我们的结果表明,基于全长的单细胞转录组分析可能有助于更清楚地了解模式生物对应激的反应,而不是基于细胞群体的方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5900/9960639/af14adabcfa6/12864_2023_9184_Fig1_HTML.jpg

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