Cell cycle-dependent variations in protein concentration.
Computational modeling of biological systems has become an effective tool for analyzing cellular behavior and for elucidating key properties of the intricate networks that underlie experimental observations. While most modeling techniques rely heavily on the concentrations of intracellular molecules, little attention has been paid to tracking and simulating the significant volume fluctuations that occur over each cell division cycle. Here, we use fluorescence microscopy to acquire single cell volume trajectories for a large population of Saccharomyces cerevisiae cells. Using this data, we generate a comprehensive set of statistics that govern the growth and division of these cells over many generations, and we discover several interesting trends in their size, growth and protein production characteristics. We use these statistics to develop an accurate model of cell cycle volume dynamics, starting at cell birth. Finally, we demonstrate the importance of tracking volume fluctuations by combining cell division dynamics with a minimal gene expression model for a constitutively expressed fluorescent protein. The significant oscillations in the cellular concentration of a stable, highly expressed protein mimic the observed experimental trajectories and demonstrate the fundamental impact that the cell cycle has on cellular functions.
Cookson
Natalie A
NA
Department of Bioengineering, BioCircuits Institute, Molecular Biology Section, Division of Biology, University of California, San Diego, La Jolla, CA 92093, USA.
Cookson
Scott W
SW
Tsimring
Lev S
LS
Hasty
Jeff
J
D002453:Cell Cycle / Q000235:genetics*; D048708:Cell Growth Processes; D003627:Data Interpretation, Statistical; D005434:Flow Cytometry; D005456:Fluorescent Dyes / Q000032:analysis; D015870:Gene Expression; D008164:Luminescent Proteins / Q000032:analysis / Q000235:genetics; D008856:Microscopy, Fluorescence; D012441:Saccharomyces cerevisiae / Q000166:cytology* / Q000235:genetics / Q000254:growth & development
D005456:Fluorescent Dyes; D008164:Luminescent Proteins