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Updated: Nov 5, 2025

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
Tracking bacterial lineages in complex and dynamic environments with applications for growth control and persistence
Somenath Bakshi1,2, Emanuele Leoncini3, Charles Baker4
1Department of Systems Biology, Harvard Medical School, Boston, MA, USA. somenath.bakshi@eng.cam.ac.uk.
Bacteria cell size regulation shifts from an "adder" to a "sizer" mechanism as they enter stationary phase. This impacts dormancy survival and antibiotic persistence, with cells dividing more during entry showing reduced survival but increased antibiotic resistance.
Area of Science:
- Microbiology
- Cell Biology
- Systems Biology
Background:
- Bacteria exhibit significant changes in size, morphology, and gene expression during the transition from exponential to stationary growth phases.
- Individual cell responses to growth phase transitions vary, making it challenging to track cell lineages and understand dormancy entry/exit dynamics.
- Understanding cell size control and its correlation with dormancy and stress response is crucial for microbial physiology.
Purpose of the Study:
- To develop a high-throughput platform for tracking individual bacterial cell lineages through growth curves.
- To investigate the dynamics of cell size regulation during entry and exit from stationary phase in Escherichia coli and Bacillus subtilis.
- To correlate cell division patterns during stationary phase entry with dormancy survival and antibiotic resistance.
Main Methods:
- Developed a novel platform capable of tracking over 10^5 parallel bacterial cell lineages in dense, dynamic cultures.
- Validated that the tracked cell populations accurately represent the overall batch culture behavior.
- Analyzed cell size, division patterns, and survival rates of individual lineages throughout growth and dormancy.
Main Results:
- Bacterial growth mode shifts from 'adder' in exponential phase to a mix of 'adder-timers' entering stationary phase.
- Cells transition to a 'sizer' mode upon exiting stationary phase, rapidly narrowing cell size distribution.
- Cells undergoing more divisions upon entering stationary phase exhibit reduced long-term dormancy survival but enhanced persistence against antibiotics.
Conclusions:
- Bacterial cell size control mechanisms dynamically adapt to growth phases, influencing population heterogeneity.
- The mode of entry into stationary phase significantly impacts bacterial fate, including survival during dormancy and response to antibiotics.
- This study provides a powerful tool for dissecting complex cellular behaviors in microbial populations.
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