The population genetics of ecological specialization in evolving Escherichia coli populations
Abstract
When organisms adapt genetically to one environment, they may lose fitness in other environments. Two distinct population genetic processes can produce ecological specialization-mutation accumulation and antagonistic pleiotropy. In mutation accumulation, mutations become fixed by genetic drift in genes that are not maintained by selection; adaptation to one environment and loss of adaptation to another are caused by different mutations. Antagonistic pleiotropy arises from trade-offs, such that the same mutations that are beneficial in one environment are detrimental in another. In general, it is difficult to distinguish between these processes. We analysed the decay of unused catabolic functions in 12 lines of Escherichia coli propagated on glucose for 20,000 generations. During that time, several lines evolved high mutation rates. If mutation accumulation is important, their unused functions should decay more than the other lines, but no significant difference was observed. Moreover, most catabolic losses occurred early in the experiment when beneficial mutations were being rapidly fixed, a pattern predicted by antagonistic pleiotropy. Thus, antagonistic pleiotropy appears more important than mutation accumulation for the decay of unused catabolic functions in these populations.
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Due to transcriptional profiling and massive next-generation DNA sequencing, phenotype-genotype correlations can be easily obtained by whole genome re-sequencing.
“Moreover, due to rather new technologies, including transcriptional profiling [30] and massive next-generation DNA sequencing (NGS) [31,32], phenotype-genotype correlations can be easily obtained by whole genome re-sequencing (WGS).”
From Adaptive laboratory evolution—Principles and applications for biotechnology (2013) · cites this paper as [31]
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Callahan, H. S., Maughan, H., & Steiner, U. K. (2008) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1438.008 · Cited by 144 · see citing works
“The decay of metabolic breadth over evolutionary time was documented in populations of the bacterium Escherichia coli, where it was found that the decay was attributable to tradeoffs, such that selection favored phenotypic decay (Cooper & Lenski 2000).”
BackgroundLeiby, N., & Marx, C. J. (2014) · PLoS Biology · doi:10.1371/journal.pbio.1001789 · Cited by 141 · see citing works
“Respiration Assays Indicated Broad Declines in Function Across Substrates, Including Those Where Adaptation Occurred As a first step to readdressing specialization in the LTEE populations, we sought to replicate the Biolog respiration results at 20k presented by Cooper and Lenski [4], as well as extend this analysis t…”
BackgroundMethodInfluentialEXPERIMENTAL EVOLUTION MEETS MARINE PHYTOPLANKTON
Reusch, T. B. H., & Boyd, P. W. (2012) · Evolution · doi:10.1111/evo.12035 · Cited by 137 · see citing works
“…is currently unresolved and depends on the genetic interactions of genes conferring fitness in these two environments (epistasis) as well as on the fitness landscape, a visualization of fitness (third dimension) as a function of two conditions (Cooper and Lenski 2000; Buckling et al. 2003).”
BackgroundFitness Evolution and the Rise of Mutator Alleles in Experimental Escherichia coli Populations
Shaver, A. C., Dombrowski, P. G., Sweeney, J. Y., Treis, T., Zappala, R. M., & Sniegowski, P. (2002) · Genetics · doi:10.1093/genetics/162.2.557 · Cited by 138 · see citing works
Day, W. A., Fernández, R. E., & Maurelli, A. T. (2001) · Infection and Immunity · doi:10.1128/iai.69.12.7471-7480.2001 · Cited by 136 · see citing works
“A subset of traits (encoded by antivirulence genes) antagonizes the function of virulence and ancestral factors required for growth and survival in host tissues (6, 40).”
BackgroundMetabolic specialization and the assembly of microbial communities
Johnson, D. R., Goldschmidt, F., Lilja, E., & Ackermann, M. (2012) · The ISME Journal · doi:10.1038/ismej.2012.46 · Cited by 134 · see citing works
Deatherage, D. E., Kepner, J., Bennett, A. F., Lenski, R. E., & Barrick, J. E. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1616132114 · Cited by 134 · see citing works
“The loss of performance in alternative environments, where selection has not acted to maintain performance, is especially important in populations that evolve hypermutability because many mutations can accumulate that are neutral or nearly so in the current environment but where each has some chance of reducing fitnes…”
BackgroundSelf-citationLong-Term Experimental Evolution in Escherichia coli. XII. DNA Topology as a Key Target of Selection
Crozat, E., Philippe, N., Lenski, R. E., Geiselmann, J., & Schneider, D. (2004) · Genetics · doi:10.1534/genetics.104.035717 · Cited by 133 · see citing works
“The superhelix density in vivo is also affected bysince it affects many processes in bacteria including other DNA-binding proteins (Lilley 1986; Bliska and Cozreplication, repair, transcription, recombination, and zarelli 1987). transposition.”
BackgroundSelf-citationLenski, R. E., Winkworth, C. L., & Riley, M. A. (2003) · Journal of Molecular Evolution · doi:10.1007/s00239-002-2423-0 · Cited by 131 · see citing works
“During these 20,000 generations, the average fitness of the evolved populations increased by about 70% relative to that of their ancestor, based on competition experiments performed in the same environment (Cooper and Lenski 2000).”
BackgroundMethodInfluentialSelf-citationCooper, T. F., & Lenski, R. E. (2010) · BMC Evolutionary Biology · doi:10.1186/1471-2148-10-11 · Cited by 129 · see citing works
“Moreover, the patterns of correlated responses in 12 populations, again founded from the same ancestral strain, indicate that pleiotropic effects of beneficial mutations have been more important than mutation accumulation by drift or hitchhiking in explaining patterns of phenotypic evolution over 20,000 generations [1…”
BackgroundSelf-citationTao, Y., Ruan, J., Yeh, S., Lu, X., Wang, Y., Zhai, W., Cai, J., Ling, S., Gong, Q., Chong, Z., et al. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1108715108 · Cited by 129 · see citing works
“coli (34, 35) [and, to some extent, humans (36, 37) and Drosophila (38)].”
BackgroundFeliziani, S., Marvig, R. L., Luján, A. M., et al. (2014) · PLoS Genetics · doi:10.1371/journal.pgen.1004651 · Cited by 127 · see citing works
“Total catabolic function was calculated as described previously [95].”
MethodFlynn, K. M., Cooper, T. F., Moore, F. B. ‐., & Cooper, V. S. (2013) · PLoS Genetics · doi:10.1371/journal.pgen.1003426 · Cited by 126 · see citing works
“coli populations, including the population that was the source of the mutations used in our experiments, declined substantially during long-term evolution in a constant environment with a single carbon source [39,43,44].”
BackgroundSelf-citationPLEIOTROPIC EFFECTS OF BENEFICIAL MUTATIONS IN ESCHERICHIA COLI
Ostrowski, E. A., Rozen, D. E., & Lenski, R. E. (2005) · Evolution · doi:10.1111/j.0014-3820.2005.tb00944.x · Cited by 124 · see citing works
Self-citationSteiner, F. M., Schlick-Steiner, B. C., VanDerWal, J. J., et al. (2008) · Diversity and Distributions · doi:10.1111/j.1472-4642.2008.00472.x · Cited by 118 · see citing works
“…‘unused’ parts of a fundamental niche – the ecological niche is a set of inherited traits, subject to selective pressure to reduce unused traits (Fong et al., 1995), which notion is supported by theoretical (Holt & Gomulkiewicz, 1997) and experimental (Cooper & Lenski, 2000; Kassen, 2002) research.”
BackgroundThe dynamics of adaptation on correlated fitness landscapes
Kryazhimskiy, S., Tkačik, G., & Plotkin, J. B. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0905497106 · Cited by 120 · see citing works
“Although data are scarce, a long-term evolution experiment in Escherichia coli has found that adaptation continues to proceed even after 20,000 generations in a constant environment (10).”
BackgroundUtrilla, J., O’Brien, E. J., Chen, K., McCloskey, D., Cheung, J., Wang, H. H., Armenta‐Medina, D., Feist, A. M., & Palsson, B. Ø. (2016) · Cell Systems · doi:10.1016/j.cels.2016.04.003 · Cited by 112 · see citing works
“Several mechanisms can give rise to pleiotropy and some have been demonstrated (Cooper and Lenski, 2000; Leiby and Marx, 2014; Remold, 2012).”
BackgroundWhy Genes Evolve Faster on Secondary Chromosomes in Bacteria
Cooper, V. S., Vohr, S. H., Wrocklage, S. C., & Hatcher, P. J. (2010) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000732 · Cited by 116 · see citing works
“Exactly why these genes are or become more dispensable has prompted much speculation: secondary chromosomes have been thought to be niche-specific and thus only conditionally useful in dynamic environments [12], which could cause genes on secondary chromosomes to be lost frequently by drift (because they are useless)…”
BackgroundSelf-citationExperimental Evolution of Pseudomonas fluorescens in Simple and Complex Environments
Barrett, R. D. H., MacLean, R. C., & Bell, G. (2005) · The American Naturalist · doi:10.1086/444440 · Cited by 111 · see citing works
“These are mutations that obstruct the utilization of a particular substrate or substrates; they are neutral in media that lack the substrate but deleterious when the substrate is present (Kawecki 1994; Fry 1996; Whitlock 1996; Kawecki et al. 1997; Cooper and Lenski 2000).”
An evolutionary view of plant tissue culture: somaclonal variation and selection
Wang, Q.-M., & Wang, L. (2012) · Plant Cell Reports · doi:10.1007/s00299-012-1281-5 · Cited by 111 · see citing works
“Considering many groups now carrying out the evolutionary experiments on asexual microorganisms which offer powerful systems for experimental evolution (Cooper and Lenski 2000; Lenski et al. 1991; Travisano and Lenski 1996; Zambrano et al. 1993), we boldly apply the”
InfluentialPélosi, L., Kühn, L., Guetta, D., Garin, J., Geiselmann, J., Lenski, R. E., & Schneider, D. (2006) · Genetics · doi:10.1534/genetics.105.049619 · Cited by 110 · see citing works
Self-citationLimits to adaptation in asexual populations
de Visser, J. A. G. M., & Rozen, D. E. (2005) · Journal of Evolutionary Biology · doi:10.1111/j.1420-9101.2005.00879.x · Cited by 108 · see citing works
“We tested whether similar nontransitive interactions, indicating a changing environment, could explain the declining rate of adaptation of one of 12 E. coli populations that had been adapting to a simple and presumably constant laboratory environment for 20 000 generations (Cooper & Lenski, 2000).”
BackgroundAdaptive radiation in microbial microcosms
MacLean, R. C. (2005) · Journal of Evolutionary Biology · doi:10.1111/j.1420-9101.2005.00931.x · Cited by 108 · see citing works
“Cooper & Lenski (2000) found that the evolution of specialization on glucose in E. coli was accompanied by a cost, in terms of the inability to consume a wide range of unused carbon sources.”
Molecular and cellular bases of adaptation to a changing environment in microorganisms
Bleuven, C., & Landry, C. R. (2016) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2016.1458 · Cited by 104 · see citing works
“The various parameters involved may include changes in pH [9], in inter- and intraspecific competition [10] and in nutrients and resources availability [11].”
BackgroundNext‐generation sequencing as a tool to study microbial evolution
Brockhurst, M. A., Colegrave, N., & Rozen, D. E. (2010) · Molecular Ecology · doi:10.1111/j.1365-294x.2010.04835.x · Cited by 105 · see citing works
“How repeatable are patterns of adaptation (Lenski & Travisano 1994; Wichman et al. 1999; Cooper & Lenski 2000)?”
BackgroundThe fate of microbial mutators
de Visser, J. A. G. M. (2002) · Microbiology · doi:10.1099/00221287-148-5-1247 · Cited by 105 · see citing works
The biology of digital organisms
Wilke, C. O., & Adami, C. (2002) · Trends in Ecology & Evolution · doi:10.1016/s0169-5347(02)02612-5 · Cited by 103 · see citing works
Liu, D., & Trumble, J. T. (2007) · Entomologia Experimentalis et Applicata · doi:10.1111/j.1570-7458.2007.00521.x · Cited by 102 · see citing works
“Two distinct genetic processes commonly have been reported to produce ecological specialization in new environments: mutation accumulation and antagonistic pleiotropy (Cooper & Lenski, 2000) [but see also Lee (2002) for a discussion of additive genetic variance].”
BackgroundIn Vivo Molecular Evolution Reveals Biophysical Origins of Organismal Fitness
Couñago, R. M., Chen, S. S., & Shamoo, Y. E. (2006) · Molecular Cell · doi:10.1016/j.molcel.2006.04.012 · Cited by 102 · see citing works
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On the experimental evolution of specialization and diversity in heterogeneous environments
Jasmin, J., & Kassen, R. (2007) · Ecology Letters · doi:10.1111/j.1461-0248.2007.01021.x · Cited by 99 · see citing works
Ψ-Φ: Exploring the outer limits of bacterial pseudogenesPreprint
Lerat, E., & Ochman, H. (2004) · Genome Research · doi:10.1101/gr.2925604 · Cited by 100 · see citing works
“2002) and to a population structure that promotes the maintenance of deleterious mutations (Andersson and Hughes 1996; Cooper and Lenski 2000; Mira et al. 2001).”
BackgroundSpeciation as an active force in promoting genetic evolution
Venditti, C., & Pagel, M. D. (2009) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2009.06.010 · Cited by 98 · see citing works
Lan, R., Lumb, B., Ryan, D., et al. (2001) · Infection and Immunity · doi:10.1128/iai.69.10.6303-6309.2001 · Cited by 98 · see citing works
“Cooper and Lenski (9) reported that during the evolution of E.”
BackgroundLOPEZ, S., Rousset, F., Shaw, F. H., Shaw, R. G., & Ronce, O. (2009) · Conservation Biology · doi:10.1111/j.1523-1739.2009.01326.x · Cited by 96 · see citing works
Hendry, A. P. (2001) · Contemporary issues in genetics and evolution · doi:10.1007/978-94-010-0585-2_31 · Cited by 96 · see citing works
Environment determines evolutionary trajectory in a constrained phenotypic space
Fraebel, D. T., Mickalide, H., Schnitkey, D., Merritt, J., Kuhlman, T. E., & Kuehn, S. (2017) · eLife · doi:10.7554/elife.24669 · Cited by 95 · see citing works
Are adaptation costs necessary to build up a local adaptation pattern?
Magalhães, S., Blanchet, E., Egas, M., et al. (2009) · BMC Evolutionary Biology · doi:10.1186/1471-2148-9-182 · Cited by 95 · see citing works
- Authors
- Cooper, V. S., & Lenski, R. E.
- Affiliations
- Michigan State University (US)
- Corresponding author
- Cooper, Vaughn S.
- Venue
- Nature
- Published
- 2000-10
- Volume
- 407
- Issue
- 6805
- Pages
- 736-739
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- OpenAlex
- W1480307447
- Cited by
- 519
- References
- 23
- Citations by year
- 2026: 11 · 2025: 18 · 2024: 8 · 2023: 23 · 2022: 20 · 2021: 20 · 2020: 22 · 2019: 19 · 2018: 13 · 2017: 20 · 2016: 16 · 2015: 17 · 2014: 29 · 2013: 27 · 2012: 32
- FWCI
- 8.36
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- National Natural Science Foundation of China
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
- Social Sciences › Cultural Studies › Language and cultural evolution
- Social Sciences › Arts and Humanities › History and Philosophy of Science › Philosophy and History of Science
- Keywords
- ecological specialization, antagonistic pleiotropy, mutation accumulation, Escherichia coli, fitness trade-offs, mutation rate evolution, genetic drift
- MeSH terms
- Adaptation, Physiological, Ecology, Escherichia coli, Genes, Bacterial, Glucose, Models, Biological, Mutation, Evolution, Molecular
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