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单细胞表型分析和回溯揭示并预测了同源金黄色葡萄球菌群落中具有临床相关性的亚群。

Single-cell phenotypic profiling and backtracing exposes and predicts clinically relevant subpopulations in isogenic Staphylococcus aureus communities.

机构信息

Centre for New Antibacterial Strategies (CANS) and Research Group for Host-Microbe Interactions, Department of Medical Biology, UiT - The Arctic University of Norway, Tromsø, Norway.

Early Biometrics & Statistical Innovation Data Science & AI AstraZeneca, Biopharmaceuticals RD AstraZeneca, Mölndal, Sweden.

出版信息

Commun Biol. 2024 Oct 1;7(1):1228. doi: 10.1038/s42003-024-06894-z.

Abstract

Isogenic bacterial cell populations are phenotypically heterogenous and may include subpopulations of antibiotic tolerant or heteroresistant cells. The reversibility of these phenotypes and lack of biomarkers to differentiate functionally different, but morphologically identical cells is a challenge for research and clinical detection. To overcome this, we present ´Cellular Phenotypic Profiling and backTracing (CPPT)´, a fluorescence-activated cell sorting platform that uses fluorescent probes to visualize and quantify cellular traits and connects this phenotypic profile with a cell´s experimentally determined fate in single cell-derived growth and antibiotic susceptibility analysis. By applying CPPT on Staphylococcus aureus we phenotypically characterized dormant cells, exposed bimodal growth patterns in colony-derived cells and revealed different culturability of single cells on solid compared to liquid media. We demonstrate that a fluorescent vancomycin conjugate marks cellular subpopulations of vancomycin-intermediate S. aureus with increased likelihood to survive antibiotic exposure, showcasing the value of CPPT for discovery of clinically relevant biomarkers.

摘要

同基因细菌细胞群体在表型上存在异质性,可能包括具有抗生素耐受性或异抗性的亚群细胞。这些表型的可逆性以及缺乏区分功能不同但形态相同的细胞的生物标志物,是研究和临床检测的一个挑战。为了克服这一挑战,我们提出了“细胞表型分析和回溯(CPPT)”,这是一种荧光激活细胞分选平台,使用荧光探针来可视化和量化细胞特征,并将这种表型特征与细胞在单细胞衍生的生长和抗生素敏感性分析中确定的命运联系起来。通过在金黄色葡萄球菌上应用 CPPT,我们对休眠细胞进行了表型特征分析,揭示了从菌落衍生细胞中出现的双峰生长模式,并发现了与液体培养基相比,固体培养基上单个细胞的可培养性不同。我们证明,荧光万古霉素缀合物标记了万古霉素中介金黄色葡萄球菌的细胞亚群,这些细胞亚群在抗生素暴露下更有可能存活,展示了 CPPT 在发现临床相关生物标志物方面的价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e29f/11445386/cb48fdb76784/42003_2024_6894_Fig1_HTML.jpg

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