Cells in a cloned population of coliform bacteria exhibit a wide range
of swimming behaviors-a form of non-genetic individuality. We used co
mputer models to examine the proposition that these variations are due
to differences in the number of chemotaxis signaling molecules from o
ne cell to the next. Simulations were run in which the concentrations
of seven gene products in the chemotaxis pathway were changed either d
eterministically or stochastically, with the changes derived from inde
pendent normal distributions. Computer models with two adaptation mech
anisms were compared with experimental results from observations on in
dividuals drawn from genetically identical populations. The range of s
wimming behavior predicted for cells with a standard deviation of prot
ein copy number per cell of 10% of the mean was found to match closely
the experimental range of the wild-type population. We also make pred
ictions for the swimming behaviors of mutant strains lacking the adapt
ational mechanism that can be tested experimentally.