{"data":{"id":"10.5061/dryad.v051c","type":"dois","attributes":{"doi":"10.5061/dryad.v051c","prefix":"10.5061","suffix":"dryad.v051c","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Gifford, Danna R.","nameType":"Personal","givenName":"Danna R.","familyName":"Gifford","affiliation":[],"nameIdentifiers":[]},{"name":"Toll-Riera, Macarena","nameType":"Personal","givenName":"Macarena","familyName":"Toll-Riera","affiliation":[],"nameIdentifiers":[]},{"name":"Kojadinovich, Mila","nameType":"Personal","givenName":"Mila","familyName":"Kojadinovich","affiliation":[],"nameIdentifiers":[]},{"name":"MacLean, R. Craig","nameType":"Personal","givenName":"R. Craig","familyName":"MacLean","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"Data from: Here's to the losers: evolvable residents accelerate the evolution of high fitness invaders"}],"publisher":"Dryad","container":{},"publicationYear":2015,"subjects":[{"subject":"Genetics: population"},{"subject":"Bioinformatics","schemeUri":"https://github.com/PLOS/plos-thesaurus","subjectScheme":"PLOS Subject Area Thesaurus"},{"subject":"FOS: Computer and information sciences","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"Genetics: evolutionary"}],"contributors":[],"dates":[{"date":"2015-02-18T18:21:09Z","dateType":"Submitted"},{"date":"2015-02-19T18:12:59Z","dateType":"Issued"},{"date":"2015-02-19T18:12:59Z","dateType":"Available"}],"language":"en","types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[{"relationType":"IsCitedBy","relatedIdentifier":"10.1086/681598","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":["67686 bytes"],"formats":[],"version":"1","rightsList":[{"rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"Recent work has shown that evolvability plays a key role in determining\n the long-term population dynamics of asexual clones. However, simple\n considerations suggest that the evolvability of a focal lineage of\n bacteria should also be influenced by the evolvability of its competitors.\n First, evolvable competitors should accelerate evolution by impeding the\n fixation of the focal lineage through a clonal interference–like\n mechanism. Second, evolvable competitors should increase the strength of\n selection by rapidly degrading the environment, increasing selection for\n adaptive mutations. Here we tested these ideas by allowing a high-fitness\n clone of the bacterium Pseudomonas aeruginosa to invade populations of two\n low-fitness resident clones that differ in their evolvability. Both\n competition from mutations in the resident lineage and environmental\n degradation lead to faster adaptation in the invader through fixing single\n mutations with a greater fitness advantage. The results suggest that\n competition from mutations in both the successful invader and the\n unsuccessful resident shapes the adaptive trajectory of the invader\n through both direct competition and indirect environmental effects.\n Therefore, to predict evolutionary outcomes, it will be necessary to\n consider the evolvability of all members of the community and the effects\n of adaptation on the quality of the environment. This is particularly\n relevant to mixed microbial communities where lineages differ in their\n adaptive potential, a common feature of chronic infections.","descriptionType":"Abstract"},{"description":"invader_fitness_in_pristine_envInvader fitness in pristine environment (Figure 2)effect_of_manipulated_env_deg_on_invader_growthEffect of manipulated environmental degradation on invader growth rate (column headings refer to time in 0.5 h increments) (Raw data for Figure 3A)effect_of_evolved_res_on_growth_rateEffect of evolved resident on invader growth rate (column headings refer to time in 0.5 h increments) (Raw data for Figure 3B)effect_of_evolved_res_on_env_degEffect of evolved resident on environmental degradation experienced by invader (computed data for Figure 3B)effect_of_manipulated_env_deg_on_invader_fitnessEffect of manipulated environmental degradation on evolved invader fitness (data for Figure 3C)","descriptionType":"Other"}],"geoLocations":[],"fundingReferences":[],"xml":"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