Single cell variability of CRISPR-Cas interference and adaptation

Rebecca E. McKenzie, Emma M. Keizer, Jochem N.A. Vink, Jasper van Lopik, Ferhat Büke, Vera Kalkman, Christian Fleck, Sander J. Tans*, Stan J.J. Brouns

*Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

2 Citations (Scopus)
22 Downloads (Pure)


While CRISPR-Cas defence mechanisms have been studied on a population level, their temporal dynamics and variability in individual cells have remained unknown. Using a microfluidic device, time-lapse microscopy and mathematical modelling, we studied invader clearance in Escherichia coli across multiple generations. We observed that CRISPR interference is fast with a narrow distribution of clearance times. In contrast, for invaders with escaping PAM mutations we found large cell-to-cell variability, which originates from primed CRISPR adaptation. Faster growth and cell division and higher levels of Cascade increase the chance of clearance by interference, while slower growth is associated with increased chances of clearance by priming. Our findings suggest that Cascade binding to the mutated invader DNA, rather than spacer integration, is the main source of priming heterogeneity. The highly stochastic nature of primed CRISPR adaptation implies that only subpopulations of bacteria are able to respond quickly to invading threats. We conjecture that CRISPR-Cas dynamics and heterogeneity at the cellular level are crucial to understanding the strategy of bacteria in their competition with other species and phages.

Original languageEnglish
Article numbere10680
Number of pages18
JournalMolecular Systems Biology
Issue number4
Publication statusPublished - 2022


  • agent-based simulations
  • single-cell analysis
  • spacer acquisition
  • time-lapse microscopy
  • type I CRISPR-Cas


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