PT - JOURNAL ARTICLE AU - Claire E. Price AU - Filipe Branco dos Santos AU - Anne Hesseling AU - Jaakko J. Uusitalo AU - Herwig Bachmann AU - Vera Benavente AU - Anisha Goel AU - Jan Berkhout AU - Frank J. Bruggeman AU - Siewert-Jan Marrink AU - Manolo Montalban-Lopez AU - Anne de Jong AU - Jan Kok AU - Douwe Molenaar AU - Bert Poolman AU - Bas Teusink AU - Oscar P. Kuipers TI - Glucose limitation in <em>Lactococcus</em> shapes a single-peaked fitness landscape exposing membrane occupancy as a constraint AID - 10.1101/147926 DP - 2017 Jan 01 TA - bioRxiv PG - 147926 4099 - http://biorxiv.org/content/early/2017/06/08/147926.short 4100 - http://biorxiv.org/content/early/2017/06/08/147926.full AB - A central theme in biology is to understand the molecular basis of fitness: which strategies succeed under which conditions; how are they mechanistically implemented; and which constraints shape trade-offs between alternative strategies. We approached these questions with parallel bacterial evolution experiments in chemostats. Chemostats provide a constant environment with a defined resource limitation (glucose), in which the growth rate can be controlled. Using Lactococcus lactis, we found a single mutation in a global regulator of carbon metabolism, CcpA, to confer predictable fitness improvements across multiple growth rates. In silico protein structural analysis complemented with biochemical and phenotypic assays, show that the mutation reprograms the CcpA regulon, specifically targeting transporters. This supports that membrane occupancy, rather than biosynthetic capacity, is the dominant constraint for the observed fitness enhancement. It also demonstrates that cells can modulate a pleiotropic regulator to work around limiting constraints.