Bacterial single-cell RNA sequencing captures biofilm transcriptional heterogeneity and differential responses to immune pressure

IF 14.7 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Nature Communications Pub Date : 2024-11-24 DOI:10.1038/s41467-024-54581-8
Lee E. Korshoj, Tammy Kielian
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Abstract

Biofilm formation is an important mechanism of survival and persistence for many bacterial pathogens. These multicellular communities contain subpopulations of cells that display metabolic and transcriptional diversity along with recalcitrance to antibiotics and host immune defenses. Here, we present an optimized bacterial single-cell RNA sequencing method, BaSSSh-seq, to study Staphylococcus aureus diversity during biofilm growth and transcriptional adaptations following immune cell exposure. BaSSSh-seq captures extensive transcriptional heterogeneity during biofilm compared to planktonic growth. We quantify and visualize transcriptional regulatory networks across heterogeneous biofilm subpopulations and identify gene sets that are associated with a trajectory from planktonic to biofilm growth. BaSSSh-seq also detects alterations in biofilm metabolism, stress response, and virulence induced by distinct immune cell populations. This work facilitates the exploration of biofilm dynamics at single-cell resolution, unlocking the potential for identifying biofilm adaptations to environmental signals and immune pressure.

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细菌单细胞 RNA 测序捕捉生物膜转录异质性和对免疫压力的不同反应
生物膜的形成是许多细菌病原体生存和存活的重要机制。这些多细胞群落含有亚群细胞,它们表现出代谢和转录的多样性,对抗生素和宿主免疫防御系统不敏感。在这里,我们介绍了一种优化的细菌单细胞 RNA 测序方法--BaSSSh-seq,用于研究金黄色葡萄球菌在生物膜生长过程中的多样性以及免疫细胞暴露后的转录适应性。与浮游生物生长相比,BaSSSh-seq 能捕捉到生物膜生长过程中广泛的转录异质性。我们对不同生物膜亚群的转录调控网络进行了量化和可视化,并确定了与浮游生物到生物膜生长轨迹相关的基因集。BaSSSh-seq 还能检测不同免疫细胞群诱导的生物膜代谢、应激反应和毒力变化。这项工作有助于以单细胞分辨率探索生物膜的动态变化,从而挖掘出生物膜适应环境信号和免疫压力的潜力。
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来源期刊
Nature Communications
Nature Communications Biological Science Disciplines-
CiteScore
24.90
自引率
2.40%
发文量
6928
审稿时长
3.7 months
期刊介绍: Nature Communications, an open-access journal, publishes high-quality research spanning all areas of the natural sciences. Papers featured in the journal showcase significant advances relevant to specialists in each respective field. With a 2-year impact factor of 16.6 (2022) and a median time of 8 days from submission to the first editorial decision, Nature Communications is committed to rapid dissemination of research findings. As a multidisciplinary journal, it welcomes contributions from biological, health, physical, chemical, Earth, social, mathematical, applied, and engineering sciences, aiming to highlight important breakthroughs within each domain.
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