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A Population-Based Approach to Study the Effects of Growth and Division Rates on the Dynamics of Cell Size Statistics
- Source :
- IEEE Control Systems Letters. 5:725-730
- Publication Year :
- 2021
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2021.
-
Abstract
- The dynamics of the size distribution in growing and dividing rod-shaped bacteria can change depending on the perspective through which the cell population is observed. From the perspective of single-cell lineages, only one descendant is followed after each division, while in population snapshots all of the offspring is considered. In this letter, we propose an analytical derivation of Population Balance Equations (PBEs) that can be used to compute the dynamics of the main statistics of the cell size distribution. We then explore how the dynamics are affected by different division strategies and by the two different perspectives of observation. To assess the accuracy of our derivations, we compare the analytical results with those obtained numerically and through stochastic simulations. The comparison allows us to establish mathematical relationships between the two perspectives of observation, thus improving our knowledge of how cells control their growth and proliferation.
- Subjects :
- 0301 basic medicine
education.field_of_study
Control and Optimization
Dynamics (mechanics)
Population
Population balance equation
Population based
Division (mathematics)
01 natural sciences
Cell size
03 medical and health sciences
030104 developmental biology
Distribution (mathematics)
Control and Systems Engineering
0103 physical sciences
Stochastic simulation
Statistics
010306 general physics
education
Mathematics
Subjects
Details
- ISSN :
- 24751456
- Volume :
- 5
- Database :
- OpenAIRE
- Journal :
- IEEE Control Systems Letters
- Accession number :
- edsair.doi...........1ec5736665c6da41b5261ad3561879fd