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Unravelling Escherichia coli dynamics close to the maximum growth temperature through heterogeneous modelling
Author(s) -
Van Derlinden E.,
Bernaerts K.,
Van Impe J.F.
Publication year - 2009
Publication title -
letters in applied microbiology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.698
H-Index - 110
eISSN - 1472-765X
pISSN - 0266-8254
DOI - 10.1111/j.1472-765x.2009.02688.x
Subject(s) - escherichia coli , population , exponential growth , biology , dynamics (music) , biological system , bacterial growth , fraction (chemistry) , monte carlo method , biophysics , chemistry , physics , bacteria , chromatography , statistics , mathematics , genetics , demography , quantum mechanics , sociology , gene , acoustics
Aims: Previous work showed that the exponential phase of Escherichia coli K12 MG1655, grown in Brain Heart Infusion broth at temperatures close to its maximum growth temperature, is disturbed. Based on plate count data, microscopic images and literature, the existence of a heat‐resistant subpopulation was hypothesized. Here, this hypothesis is mathematically explored via a heterogeneous model. Methods and Results: A heat‐sensitive and a heat‐resistant subpopulation are considered. A large fraction of the population is inactivated, while the remaining smaller fraction is able to resist (or adapt to) the inimical temperature and grows. A heterogeneous model that encloses a growth model (resistant population) and an inactivation model (sensitive population) is used to describe the global population dynamics. Most experimental data can be predicted when taking parameter uncertainty via Monte Carlo simulation into account. Conclusions: The heterogeneous model accurately describes disturbed growth curves at superoptimal temperatures, except for high initial cell densities. Significance and Impact of the Study: This study strengthens the hypothesis of the existence of a (small) heat‐resistant subpopulation in typical inoculum cultures of E. coli K12 MG1655.