Adaptation, Clonal Interference, and Frequency-Dependent Interactions in a Long-Term Evolution Experiment with Escherichia coli

Twelve replicate populations of Escherichia coli have been evolving in the laboratory for >25 years and 60,000 generations. We analyzed bacteria from whole-population samples frozen every 500 generations through 20,000 generations for one well-studied population, called Ara−1. By tracking 42 known mutations in these samples, we reconstructed the history of this population’s genotypic evolution over this period. The evolutionary dynamics of Ara−1 show strong evidence of selective sweeps as well as clonal interference between competing lineages bearing different beneficial mutations. In some cases, sets of several mutations approached fixation simultaneously, often conveying no information about their order of origination; we present several possible explanations for the existence of these mutational cohorts. Against a backdrop of rapid selective sweeps both earlier and later, two genetically diverged clades coexisted for >6000 generations before one went extinct. In that time, many additional mutations arose in the clade that eventually prevailed. We show that the clades evolved a frequency-dependent interaction, which prevented the immediate competitive exclusion of either clade, but which collapsed as beneficial mutations accumulated in the clade that prevailed. Clonal interference and frequency dependence can occur even in the simplest microbial populations. Furthermore, frequency dependence may generate dynamics that extend the period of coexistence that would otherwise be sustained by clonal interference alone.

[1]  S. Lovett,et al.  Cell cycle synchronization of Escherichia coli using the stringent response, with fluorescence labeling assays for DNA content and replication. , 2009, Methods.

[2]  Michael Doebeli,et al.  Parallel Evolutionary Dynamics of Adaptive Diversification in Escherichia coli , 2013, PLoS biology.

[3]  Michael M. Desai,et al.  Genetic Variation and the Fate of Beneficial Mutations in Asexual Populations , 2011, Genetics.

[4]  Dominique Schneider,et al.  Death and cannibalism in a seasonal environment facilitate bacterial coexistence. , 2009, Ecology letters.

[5]  Daniel E Rozen,et al.  Long‐Term Experimental Evolution in Escherichia coli. VIII. Dynamics of a Balanced Polymorphism , 2000, The American Naturalist.

[6]  R. Lenski,et al.  Understanding the differences between genome sequences of Escherichia coli B strains REL606 and BL21(DE3) and comparison of the E. coli B and K-12 genomes. , 2009, Journal of molecular biology.

[7]  C. Marx,et al.  Synchronous Waves of Failed Soft Sweeps in the Laboratory: Remarkably Rampant Clonal Interference of Alleles at a Single Locus , 2013, Genetics.

[8]  Gavin Sherlock,et al.  Quantitative evolutionary dynamics using high-resolution lineage tracking , 2015, Nature.

[9]  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.

[10]  R. Lenski,et al.  Tests of Ecological Mechanisms Promoting the Stable Coexistence of Two Bacterial Genotypes , 1996 .

[11]  R. Lenski,et al.  Long-term experimental evolution in Escherichia coli , 1991 .

[12]  F. Cohan,et al.  A Systematics for Discovering the Fundamental Units of Bacterial Diversity , 2007, Current Biology.

[13]  Dominique Schneider,et al.  Tests of parallel molecular evolution in a long-term experiment with Escherichia coli. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[14]  J. D. de Visser,et al.  Clonal Interference and the Periodic Selection of New Beneficial Mutations in Escherichia coli , 2006, Genetics.

[15]  F. Cohan What are bacterial species? , 2002, Annual review of microbiology.

[16]  Gergely J. Szöllősi,et al.  Emergent Neutrality in Adaptive Asexual Evolution , 2011, Genetics.

[17]  Jeffrey E. Barrick,et al.  Genome-wide mutational diversity in an evolving population of Escherichia coli. , 2009, Cold Spring Harbor symposia on quantitative biology.

[18]  Michael J. Wiser,et al.  Long-Term Dynamics of Adaptation in Asexual Populations , 2013, Science.

[19]  Jeffrey E. Barrick,et al.  Genome evolution and adaptation in a long-term experiment with Escherichia coli , 2009, Nature.

[20]  Richard E. Lenski,et al.  Phenotypic and Genomic Evolution during a 20,000‐Generation Experiment with the Bacterium Escherichia coli , 2010 .

[21]  R. Lenski,et al.  Negative Epistasis Between Beneficial Mutations in an Evolving Bacterial Population , 2011, Science.

[22]  D. Bhattacharya,et al.  Faculty Opinions recommendation of Genomic analysis of a key innovation in an experimental Escherichia coli population. , 2012 .

[23]  K. Holsinger The neutral theory of molecular evolution , 2004 .

[24]  R. Lenski,et al.  Long-term experimental evolution in Escherichia coli. IX. Characterization of insertion sequence-mediated mutations and rearrangements. , 2000, Genetics.

[25]  R. Lenski,et al.  Evolution of high mutation rates in experimental populations of E. coli , 1997, Nature.

[26]  D. Sobral,et al.  The First Steps of Adaptation of Escherichia coli to the Gut Are Dominated by Soft Sweeps , 2013, PLoS genetics.

[27]  R. Lenski,et al.  Long-Term Experimental Evolution in Escherichia coli. XII. DNA Topology as a Key Target of Selection , 2005, Genetics.

[28]  R. Lenski,et al.  LONG‐TERM EXPERIMENTAL EVOLUTION IN ESCHERICHIA COLI. VII. MECHANISMS MAINTAINING GENETIC VARIABILITY WITHIN POPULATIONS , 1997, Evolution; international journal of organic evolution.

[29]  M. Nowak,et al.  Adaptive evolution of highly mutable loci in pathogenic bacteria , 1994, Current Biology.

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

[31]  R. Lenski,et al.  Long-term experimental evolution in Escherichia coli. XI. Rejection of non-transitive interactions as cause of declining rate of adaptation , 2002, BMC Evolutionary Biology.

[32]  Jeffrey E. Barrick,et al.  Detecting rare structural variation in evolving microbial populations from new sequence junctions using breseq , 2014, Front. Genet..

[33]  Michael M. Desai,et al.  Pervasive Genetic Hitchhiking and Clonal Interference in 40 Evolving Yeast Populations , 2013, Nature.

[34]  Richard E. Lenski,et al.  Mutation Rate Inferred From Synonymous Substitutions in a Long-Term Evolution Experiment With Escherichia coli , 2011, G3: Genes | Genomes | Genetics.

[35]  Jeffrey E. Barrick,et al.  Second-Order Selection for Evolvability in a Large Escherichia coli Population , 2011, Science.

[36]  R. Lenski,et al.  Ecological and evolutionary dynamics of coexisting lineages during a long-term experiment with Escherichia coli , 2012, Proceedings of the National Academy of Sciences.

[37]  K. Atwood,et al.  Periodic selection in Escherichia coli. , 1951, Proceedings of the National Academy of Sciences of the United States of America.

[38]  T. Jukes,et al.  The neutral theory of molecular evolution. , 2000, Genetics.

[39]  T. Ferenci,et al.  Simple Phenotypic Sweeps Hide Complex Genetic Changes in Populations , 2015, Genome biology and evolution.

[40]  F. Cohan Towards a conceptual and operational union of bacterial systematics, ecology, and evolution , 2006, Philosophical Transactions of the Royal Society B: Biological Sciences.

[41]  D. Hartl,et al.  Selection in chemostats. , 1983, Microbiological reviews.

[42]  Michael J. Wiser,et al.  Mutation rate dynamics in a bacterial population reflect tension between adaptation and genetic load , 2012, Proceedings of the National Academy of Sciences.

[43]  Michael M. Desai,et al.  Beneficial Mutation–Selection Balance and the Effect of Linkage on Positive Selection , 2006, Genetics.

[44]  Richard E. Lenski,et al.  Parallel Changes in Global Protein Profiles During Long-Term Experimental Evolution in Escherichia coli , 2006, Genetics.

[45]  Peter F. Hallin,et al.  Parallel genetic and phenotypic evolution of DNA superhelicity in experimental populations of Escherichia coli. , 2010, Molecular biology and evolution.

[46]  Richard E. Lenski,et al.  Mechanisms Causing Rapid and Parallel Losses of Ribose Catabolism in Evolving Populations of Escherichia coli B , 2001, Journal of bacteriology.

[47]  D. Hartl,et al.  An Equivalence Principle for the Incorporation of Favorable Mutations in Asexual Populations , 2006, Science.

[48]  R. Lenski,et al.  Parallel changes in gene expression after 20,000 generations of evolution in Escherichia coli , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[49]  Joachim Krug,et al.  Rate of Adaptation in Sexuals and Asexuals: A Solvable Model of the Fisher–Muller Effect , 2013, Genetics.

[50]  R. Lenski,et al.  Historical contingency and the evolution of a key innovation in an experimental population of Escherichia coli , 2008 .

[51]  Richard E. Lenski,et al.  Evolution of competitive fitness in experimental populations of E. coli: What makes one genotype a better competitor than another? , 1998, Antonie van Leeuwenhoek.

[52]  Jeffrey E. Barrick,et al.  Genome dynamics during experimental evolution , 2013, Nature Reviews Genetics.

[53]  Richard E. Lenski,et al.  Adaptation, Clonal Interference, and Frequency-Dependent Interactions in a Long-Term Evolution Experiment with Escherichia coli , 2015 .

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

[55]  Richard E. Lenski,et al.  Epistasis and Allele Specificity in the Emergence of a Stable Polymorphism in Escherichia coli , 2014, Science.

[56]  R. Lenski,et al.  Modeling and quantifying frequency-dependent fitness in microbial populations with cross-feeding interactions , 2014, bioRxiv.