TY - JOUR
T1 - Single cell variability of CRISPR-Cas interference and adaptation
AU - McKenzie, Rebecca E.
AU - Keizer, Emma M.
AU - Vink, Jochem N.A.
AU - van Lopik, Jasper
AU - Büke, Ferhat
AU - Kalkman, Vera
AU - Fleck, Christian
AU - Tans, Sander J.
AU - Brouns, Stan J.J.
PY - 2022
Y1 - 2022
N2 - 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.
AB - 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.
KW - agent-based simulations
KW - single-cell analysis
KW - spacer acquisition
KW - time-lapse microscopy
KW - type I CRISPR-Cas
UR - http://www.scopus.com/inward/record.url?scp=85128800685&partnerID=8YFLogxK
U2 - 10.15252/msb.202110680
DO - 10.15252/msb.202110680
M3 - Article
C2 - 35467080
AN - SCOPUS:85128800685
SN - 1744-4292
VL - 18
JO - Molecular Systems Biology
JF - Molecular Systems Biology
IS - 4
M1 - e10680
ER -