bioRxivBiophysics
Universality of phenotypic distributions in bacteria
Abstract
Some phenotypic properties in bacteria exhibit universal statistics, with distributions collapsing under scaling. The extent and origins of such universality are not well understood. Using phenomenological modeling of growth and division, we identify compound "shape-factors" that describe the distributions throughout a large set of single-cell data. We find that the emergence of universal distributions is associated with the robustness of shape-factors across conditions, explaining the universality of cell size and highly expressed protein content and the non-universality of times between consecutive divisions. A wide range of experimental data sets support our theory quantitatively.
- organism: bacteria (other)
- assay: scRNA-seq
- research focus: cell type annotation
- approach: statistical model
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