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流式细胞术与下一代测序的结合——对分选亚群的 RNA-Seq 分析揭示了谷氨酸棒状杆菌中的区域复制和铁触发前噬菌体诱导。

Cytometry meets next-generation sequencing - RNA-Seq of sorted subpopulations reveals regional replication and iron-triggered prophage induction in Corynebacterium glutamicum.

机构信息

Institute of Bio- und Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, 52425, Jülich, Germany.

出版信息

Sci Rep. 2018 Oct 5;8(1):14856. doi: 10.1038/s41598-018-32997-9.

DOI:10.1038/s41598-018-32997-9
PMID:30291266
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6173762/
Abstract

Phenotypic diversification is key to microbial adaptation. Currently, advanced technological approaches offer insights into cell-to-cell variation of bacterial populations at a spatiotemporal resolution. However, the underlying molecular causes or consequences often remain obscure. In this study, we developed a workflow combining fluorescence-activated cell sorting and RNA-sequencing, thereby allowing transcriptomic analysis of 10 bacterial cells. As a proof of concept, the workflow was applied to study prophage induction in a subpopulation of Corynebacterium glutamicum. Remarkably, both the phage genes and flanking genomic regions of the CGP3 prophage revealed significantly increased coverage upon prophage induction - a phenomenon that to date has been obscured by bulk approaches. Genome sequencing of prophage-induced populations suggested regional replication at the CGP3 locus in C. glutamicum. Finally, the workflow was applied to unravel iron-triggered prophage induction in early exponential cultures. Here, an up-shift in iron levels resulted in a heterogeneous response of an SOS (P) reporter. RNA-sequencing of the induced subpopulation confirmed induction of the SOS response triggering also activation of the CGP3 prophage. The fraction of CGP3-induced cells was enhanced in a mutant lacking the iron regulator DtxR suffering from enhanced iron uptake. Altogether, these findings demonstrate the potential of the established workflow to gain insights into the phenotypic dynamics of bacterial populations.

摘要

表型多样化是微生物适应的关键。目前,先进的技术方法能够以时空分辨率深入了解细菌群体的细胞间变异。然而,潜在的分子原因或后果通常仍不清楚。在本研究中,我们开发了一种结合荧光激活细胞分选和 RNA 测序的工作流程,从而能够对 10 个细菌细胞进行转录组分析。作为概念验证,该工作流程应用于研究谷氨酸棒杆菌亚群中噬菌体的诱导。值得注意的是,CGP3 噬菌体的噬菌体基因和侧翼基因组区域在噬菌体诱导后显著增加了覆盖率 - 这种现象迄今为止一直被批量方法所掩盖。诱导后噬菌体种群的基因组测序表明,CGP3 基因座在谷氨酸棒杆菌中存在区域复制。最后,该工作流程应用于揭示早期指数培养中铁触发的噬菌体诱导。在这里,铁水平的提高导致 SOS (P) 报告基因的异质反应。诱导亚群的 RNA 测序证实了 SOS 反应的诱导,也激活了 CGP3 噬菌体。在缺乏铁调节因子 DtxR 的突变体中,CGP3 诱导细胞的分数增加,该突变体由于增强的铁摄取而受到影响。总之,这些发现证明了所建立的工作流程在深入了解细菌群体表型动态方面的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/a429cd76f9e1/41598_2018_32997_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/99068b97e244/41598_2018_32997_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/f8e709db7a47/41598_2018_32997_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/1578a835ada8/41598_2018_32997_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/c65711662c00/41598_2018_32997_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/2f4ede154cf0/41598_2018_32997_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/f66dfb223f1a/41598_2018_32997_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/c5414be3c808/41598_2018_32997_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/a429cd76f9e1/41598_2018_32997_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/99068b97e244/41598_2018_32997_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/f8e709db7a47/41598_2018_32997_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/1578a835ada8/41598_2018_32997_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/c65711662c00/41598_2018_32997_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/2f4ede154cf0/41598_2018_32997_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/f66dfb223f1a/41598_2018_32997_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/c5414be3c808/41598_2018_32997_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2980/6173762/a429cd76f9e1/41598_2018_32997_Fig8_HTML.jpg

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