Asymmetric, Bimodal Trade-Offs During Adaptation of Methylobacterium to Distinct Growth Substrates

Trade-offs between selected and nonselected environments are often assumed to exist during adaptation. This phenomenon is prevalent in microbial metabolism, where many organisms have come to specialize on a narrow breadth of substrates. One wellstudied example is methylotrophic bacteria that can use single-carbon (C1) compounds as their sole source of carbon and energy, but generally use few, if any, multi-C compounds. Here, we use adaptation of experimental populations of the model methylotroph, Methylobacterium extorquens AM1, to C1 (methanol) or multi-C (succinate) compounds to investigate specialization and trade-offs between these two metabolic lifestyles. We found a general trend toward trade-offs during adaptation to succinate, but this was neither universal nor showed a quantitative relationship with the extent of adaptation. After 1500 generations, succinate-evolved strains had a remarkably bimodal distribution of fitness values on methanol: either an improvement comparable to the strains adapted on methanol or the complete loss of the ability to grow on C1 compounds. In contrast, adaptation to methanol resulted in no such trade-offs. Based on the substantial, asymmetric loss of C1 growth during growth on succinate, we suggest that the long-term maintenance of C1 metabolism across the genus Methylobacterium requires relatively frequent use of C1 compounds to prevent rapid loss.

[1]  R. Lenski Evolution of plague virulence , 1988, Nature.

[2]  R. Tsien,et al.  Improved monomeric red, orange and yellow fluorescent proteins derived from Discosoma sp. red fluorescent protein , 2004, Nature Biotechnology.

[3]  A. F. Bennett,et al.  Phenotypic and evolutionary adaptation of a model bacterial system to stressful thermal environments. , 1997, EXS.

[4]  R. Lenski,et al.  LONG‐TERM EXPERIMENTAL EVOLUTION IN ESCHERICHIA COLI. III. VARIATION AMONG REPLICATE POPULATIONS IN CORRELATED RESPONSES TO NOVEL ENVIRONMENTS , 1995, Evolution; international journal of organic evolution.

[5]  M. Lidstrom,et al.  Reconstruction of C(3) and C(4) metabolism in Methylobacterium extorquens AM1 using transposon mutagenesis. , 2003, Microbiology.

[6]  S. Elena,et al.  Cost of host radiation in an RNA virus. , 2000, Genetics.

[7]  M. Lidstrom,et al.  Metabolite profiling analysis of Methylobacterium extorquens AM1 by comprehensive two‐dimensional gas chromatography coupled with time‐of‐flight mass spectrometry , 2008, Biotechnology and bioengineering.

[8]  G. J. Velicer Pleiotropic Effects of Adaptation to a Single Carbon Source for Growth on Alternative Substrates , 1999, Applied and Environmental Microbiology.

[9]  S. Boissinot,et al.  Evolutionary Biology , 2000, Evolutionary Biology.

[10]  H. Godfray,et al.  EXPERIMENTAL EVOLUTION SHOWS DROSOPHILA MELANOGASTER RESISTANCE TO A MICROSPORIDIAN PATHOGEN HAS FITNESS COSTS , 2009, Evolution; international journal of organic evolution.

[11]  V. Cooper Long-term experimental evolution in Escherichia coli. X. Quantifying the fundamental and realized niche , 2002, BMC Evolutionary Biology.

[12]  R. Levins Evolution in Changing Environments: Some Theoretical Explorations. (MPB-2) , 1968 .

[13]  A. Khodursky,et al.  Evolutionary genomics of ecological specialization. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[14]  C. Burch,et al.  Pleiotropic Costs of Niche Expansion in the RNA Bacteriophage Φ6 , 2006, Genetics.

[15]  Graham Bell,et al.  Experimental evolution in Chlamydomonas. III. Evolution of specialist and generalist types in environments that vary in space and time , 1997, Heredity.

[16]  R. Lenski,et al.  Microbial genetics: Evolution experiments with microorganisms: the dynamics and genetic bases of adaptation , 2003, Nature Reviews Genetics.

[17]  R. Lenski,et al.  Long-Term Experimental Evolution in Escherichia coli. I. Adaptation and Divergence During 2,000 Generations , 1991, The American Naturalist.

[18]  G. Gauze The struggle for existence, by G. F. Gause. , 1934 .

[19]  M. Travisano,et al.  Long-term experimental evolution in Escherichia coli. VI. Environmental constraints on adaptation and divergence. , 1997, Genetics.

[20]  G. Bell,et al.  REWINDING THE TAPE: SELECTION OF ALGAE ADAPTED TO HIGH CO2 AT CURRENT AND PLEISTOCENE LEVELS OF CO2 , 2006, Evolution; international journal of organic evolution.

[21]  G. Bell,et al.  Experimental evolution in Chlamydomonas II. Genetic variation in strongly contrasted environments , 1997, Heredity.

[22]  Richard E. Lenski,et al.  Experimental Tests for an Evolutionary Trade‐Off between Growth Rate and Yield in E. coli , 2006, The American Naturalist.

[23]  PLEIOTROPIC EFFECTS OF BENEFICIAL MUTATIONS IN ESCHERICHIA COLI , 2005, Evolution; international journal of organic evolution.

[24]  Graham Bell,et al.  Experimental evolution of resistance to an antimicrobial peptide , 2006, Proceedings of the Royal Society B: Biological Sciences.

[25]  R. Lenski,et al.  Linking genetic change to community evolution: insights from studies of bacteria and bacteriophage , 2000 .

[26]  Thomas P. Curtis,et al.  Estimating prokaryotic diversity and its limits , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[27]  T. Ferenci,et al.  Genotype-by-Environment Interactions Influencing the Emergence of rpoS Mutations in Escherichia coli Populations , 2006, Genetics.

[28]  J. Vorholt,et al.  Quantitative metabolome analysis using liquid chromatography-high-resolution mass spectrometry. , 2008, Analytical biochemistry.

[29]  M. Lidstrom,et al.  Novel Formaldehyde-Activating Enzyme inMethylobacterium extorquens AM1 Required for Growth on Methanol , 2000, Journal of bacteriology.

[30]  W. Vishniac,et al.  THE THIOBACILLI, , 1957, Bacteriological reviews.

[31]  John E Mittler,et al.  EVOLUTIONARY ADAPTATION TO TEMPERATURE. I. FITNESS RESPONSES OF ESCHERICHIA COLI TO CHANGES IN ITS THERMAL ENVIRONMENT , 1992, Evolution; international journal of organic evolution.

[32]  M. Lidstrom,et al.  Flux Analysis Uncovers Key Role of Functional Redundancy in Formaldehyde Metabolism , 2005, PLoS biology.

[33]  M. Polák,et al.  COSTS OF RESISTANCE IN THE DROSOPHILA–MACROCHELES SYSTEM: A NEGATIVE GENETIC CORRELATION BETWEEN ECTOPARASITE RESISTANCE AND REPRODUCTION , 2007, Evolution; international journal of organic evolution.

[34]  Richard E. Lenski,et al.  Long-Term Experimental Evolution in Escherichia coli. II. Changes in Life-History Traits During Adaptation to a Seasonal Environment , 1994, The American Naturalist.

[35]  M. Lidstrom,et al.  Development of an insertional expression vector system for Methylobacterium extorquens AM1 and generation of null mutants lacking mtdA and/or fch. , 2004, Microbiology.

[36]  G. F. Gause The struggle for existence , 1971 .

[37]  Michael Doebeli,et al.  EXPERIMENTAL EVIDENCE FOR SYMPATRIC ECOLOGICAL DIVERSIFICATION DUE TO FREQUENCY‐DEPENDENT COMPETITION IN ESCHERICHIA COLI , 2004, Evolution; international journal of organic evolution.

[38]  C. Paquin,et al.  Frequency of fixation of adaptive mutations is higher in evolving diploid than haploid yeast populations , 1983, Nature.

[39]  R. Kassen The experimental evolution of specialists, generalists, and the maintenance of diversity , 2002 .

[40]  R. Lenski,et al.  The fate of competing beneficial mutations in an asexual population , 2004, Genetica.

[41]  J. R. Quayle,et al.  Microbial growth on C1 compounds. I. Isolation and characterization of Pseudomonas AM 1. , 1961, The Biochemical journal.

[42]  B. W. Strijdom,et al.  Characterization of pigmented methylotrophic bacteria which nodulate Lotononis bainesii. , 2002, Systematic and applied microbiology.

[43]  G. Bell,et al.  Experimental evolution in Chlamydomonas. IV. Selection in environments that vary through time at different scales , 1998, Heredity.

[44]  M. Lidstrom,et al.  Development of improved versatile broad-host-range vectors for use in methylotrophs and other Gram-negative bacteria. , 2001, Microbiology.

[45]  M. Lidstrom,et al.  Molecular cloning of a malyl coenzyme A lyase gene from Pseudomonas sp. strain AM1, a facultative methylotroph , 1984, Journal of bacteriology.

[46]  W. Harder,et al.  A rapid and specific enrichment procedure for Hyphomicrobium spp. , 1972, Antonie van Leeuwenhoek.

[47]  U. Völker,et al.  Comparison of the proteome of Methylobacterium extorquens AM1 grown under methylotrophic and nonmethylotrophic conditions , 2004, Proteomics.

[48]  Benjamin Kerr,et al.  THE EVOLUTION OF RESTRAINT IN BACTERIAL BIOFILMS UNDER NONTRANSITIVE COMPETITION , 2008, Evolution; international journal of organic evolution.

[49]  C. Anthony,et al.  The Biochemistry of Methylotrophs , 1982 .

[50]  R. Lenski,et al.  The population genetics of ecological specialization in evolving Escherichia coli populations , 2000, Nature.

[51]  Takeharu Nagai,et al.  Shift anticipated in DNA microarray market , 2002, Nature Biotechnology.

[52]  Dhileep Sivam,et al.  Implementation of microarrays for Methylobacterium extorquens AM1. , 2007, Omics : a journal of integrative biology.

[53]  J. Breezee,et al.  Novel Methylotrophy Genes of Methylobacterium extorquens AM1 Identified by using Transposon Mutagenesis Including a Putative Dihydromethanopterin Reductase , 2003, Journal of bacteriology.

[54]  J. D. Fry The Evolution of Host Specialization: Are Trade-Offs Overrated? , 1996, The American Naturalist.

[55]  A. Lapidus,et al.  Methylotrophy in Methylobacterium extorquens AM1 from a Genomic Point of View , 2003, Journal of bacteriology.

[56]  M. Lidstrom,et al.  Formaldehyde-Detoxifying Role of theTetrahydromethanopterin-Linked Pathway in MethylobacteriumextorquensAM1 , 2003, Journal of bacteriology.

[57]  T. Strovas,et al.  Quantification of central metabolic fluxes in the facultative methylotroph methylobacterium extorquens AM1 using 13C‐label tracing and mass spectrometry , 2003, Biotechnology and bioengineering.

[58]  Michael M. Desai,et al.  The Speed of Evolution and Maintenance of Variation in Asexual Populations , 2007, Current Biology.

[59]  C. Marx Development of a broad-host-range sacB-based vector for unmarked allelic exchange , 2008, BMC Research Notes.

[60]  R. Lenski,et al.  Loss of social behaviors by myxococcus xanthus during evolution in an unstructured habitat. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[61]  R. Lenski,et al.  Dynamics of adaptation and diversification: a 10,000-generation experiment with bacterial populations. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[62]  M. Feldman,et al.  Local dispersal promotes biodiversity in a real-life game of rock–paper–scissors , 2002, Nature.

[63]  Joanna Masel,et al.  THE POPULATION GENETICS OF PHENOTYPIC DETERIORATION IN EXPERIMENTAL POPULATIONS OF BACILLUS SUBTILIS , 2006, Evolution; international journal of organic evolution.

[64]  D. Fleischman,et al.  Photosynthetic rhizobia , 1998, Biochimica et biophysica acta.

[65]  Gregory J. Crowther,et al.  Analysis of Gene Islands Involved in Methanopterin-Linked C1 Transfer Reactions Reveals New Functions and Provides Evolutionary Insights , 2005, Journal of bacteriology.

[66]  P. J. Hughesdon,et al.  The Struggle for Existence , 1927, Nature.

[67]  S. Hubbell,et al.  Single-nutrient microbial competition: qualitative agreement between experimental and theoretically forecast outcomes. , 1980, Science.

[68]  O. Berg,et al.  Effects of environment on compensatory mutations to ameliorate costs of antibiotic resistance. , 2000, Science.

[69]  M. Lidstrom,et al.  Stoichiometric model for evaluating the metabolic capabilities of the facultative methylotroph Methylobacterium extorquens AM1, with application to reconstruction of C(3) and C(4) metabolism. , 2002, Biotechnology and bioengineering.

[70]  M. Dilworth,et al.  Root nodule bacteria isolated from South African Lotononis bainesii, L. listii and L. solitudinis are species of Methylobacterium that are unable to utilize methanol , 2009, Archives of Microbiology.

[71]  A. F. Bennett,et al.  An experimental test of evolutionary trade-offs during temperature adaptation , 2007, Proceedings of the National Academy of Sciences.

[72]  M. Santer,et al.  THE THIOBACILLI, 12 , 1957 .

[73]  M. Lidstrom,et al.  Broad-host-range cre-lox system for antibiotic marker recycling in gram-negative bacteria. , 2002, BioTechniques.

[74]  G. Hardin The competitive exclusion principle. , 1960, Science.

[75]  M. Lidstrom,et al.  Purification of the Formate-Tetrahydrofolate Ligasefrom Methylobacterium extorquens AM1 and Demonstrationof Its Requirement for MethylotrophicGrowth , 2003, Journal of bacteriology.

[76]  O. Kaltz,et al.  DIRECT AND CORRELATED RESPONSES TO SELECTION IN A HOST–PARASITE SYSTEM: TESTING FOR THE EMERGENCE OF GENOTYPE SPECIFICITY , 2007, Evolution; international journal of organic evolution.

[77]  R. Lenski,et al.  Punctuated Evolution Caused by Selection of Rare Beneficial Mutations , 1996, Science.

[78]  J. R. Quayle,et al.  Microbial growth on C1 compounds. II. Synthesis of cell constituents by methanol- and formate-grown Pseudomonas AM 1, and methanol-grown Hyphomicrobium vulgare. , 1961, The Biochemical journal.

[79]  M. Lidstrom,et al.  Identification of an upstream regulatory sequence that mediates the transcription of mox genes in Methylobacterium extorquens AM1. , 2005, Microbiology.