Bull Math Biol
DOI 10.1007/s11538-011-9698-5
ORIGINAL ARTICLE
Selecting Against Antibiotic-Resistant Pathogens:
Optimal Treatments in the Presence of Commensal
Bacteria
Rafael Peña-Miller · David Lähnemann ·
Hinrich Schulenburg · Martin Ackermann ·
Robert Beardmore
Received: 12 May 2011 / Accepted: 6 October 2011
© Society for Mathematical Biology 2011
Abstract Using optimal control theory as the basic theoretical tool, we investigate
the efficacy of different antibiotic treatment protocols in the most exacting of circum-
stances, described as follows. Viewing a continuous culture device as a proxy for a
much more complex host organism, we first inoculate the device with a single bac-
terial species and deem this the ‘commensal’ bacterium of our host. We then force
the commensal to compete for a single carbon source with a rapidly evolving and
fitter ‘pathogenic bacterium’, the latter so-named because we wish to use a bacterio-
static antibiotic to drive the pathogen toward low population densities. Constructing a
mathematical model to mimic the biology, we do so in such a way that the commensal
would be eventually excluded by the pathogen if no antibiotic treatment were given to
the host or if the antibiotic were over-deployed. Indeed, in our model, all fixed-dose
antibiotic treatment regimens will lead to the eventual loss of the commensal from
the host proxy. Despite the obvious gravity of the situation for the commensal bac-
R. Peña-Miller ( ) · R. Beardmore
Department of Mathematics, Imperial College London, London, SW7 2A7, UK
e-mail: R.Pena-Miller@exeter.ac.uk
Present address:
R. Peña-Miller · R. Beardmore
Biosciences, University of Exeter, EX4 4SB, Exeter, UK
D. Lähnemann
Institute of Evolution and Ecology, University of Tübingen, 72076, Tübingen, Germany
H. Schulenburg
Department of Evolutionary Ecology and Genetics, University of Kiel, 24118, Kiel, Germany
M. Ackermann
Department of Environmental Sciences, ETH Zurich, Zurich, Switzerland
M. Ackermann
Department of Environmental Microbiology, Eawag, Dubendorf, Switzerland