Single-cell analysis and stochastic modelling unveil large cell-to-cell variability in influenza A virus infection

被引:111
作者
Heldt, Frank S. [1 ]
Kupke, Sascha Y. [1 ]
Dorl, Sebastian [1 ]
Reichl, Udo [1 ,2 ]
Frensing, Timo [1 ,2 ]
机构
[1] Max Planck Inst Dynam Complex Tech Syst, Dept Bioproc Engn, D-39106 Magdeburg, Germany
[2] Univ Magdeburg, Chair Bioproc Engn, D-39106 Magdeburg, Germany
来源
NATURE COMMUNICATIONS | 2015年 / 6卷
关键词
GENE-EXPRESSION; REPLICATION; SIMULATION; KINETICS; PROTEIN; TRANSCRIPTION; ENDOCYTOSIS; MECHANISMS; VACCINES; BINDING;
D O I
10.1038/ncomms9938
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Biochemical reactions are subject to stochastic fluctuations that can give rise to cell-to-cell variability. Yet, how this variability affects viral infections, which themselves involve noisy reactions, remains largely elusive. Here we present single-cell experiments and stochastic simulations that reveal a large heterogeneity between influenza A virus (IAV)-infected cells. In particular, experimental data show that progeny virus titres range from 1 to 970 plaque-forming units and intracellular viral RNA (vRNA) levels span three orders of magnitude. Moreover, the segmentation of IAV genomes seems to increase the susceptibility of their replication to noise, since the level of different genome segments can vary substantially within a cell. In addition, simulations suggest that the abortion of virus entry and random degradation of vRNAs can result in a large fraction of non-productive cells after single-hit infection. These results challenge current beliefs that cell population measurements and deterministic simulations are an accurate representation of viral infections.
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页数:12
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