The DOI matches its Crossref record; 3 of the 3 references it cites were found in a registry or an index.
Diminishing Returns From Beneficial Mutations and Pervasive Epistasis Shape the Fitness Landscape for Rifampicin Resistance in Pseudomonas aeruginosa
Open accessAbstract
Because adaptation depends upon the fixation of novel beneficial mutations, the fitness effects of beneficial mutations that are substituted by selection are key to our understanding of the process of adaptation. In this study, we experimentally investigated the fitness effects of beneficial mutations that are substituted when populations of the pathogenic bacterium Pseudomonas aeruginosa adapt to the antibiotic rifampicin. Specifically, we isolated the first beneficial mutation to be fixed by selection when 96 populations of three different genotypes of P. aeruginosa that vary considerably in fitness in the presence of rifampicin were challenged with adapting to a high dose of this antibiotic. The simple genetics of rifampicin resistance allowed us to determine the genetic basis of adaptation in the majority of our populations. We show that the average fitness effects of fixed beneficial mutations show a simple and clear pattern of diminishing returns, such that selection tends to fix mutations with progressively smaller effects as populations approach a peak on the adaptive landscape. The fitness effects of individual mutations, on the other hand, are highly idiosyncratic across genetic backgrounds, revealing pervasive epistasis. In spite of this complexity of genetic interactions in this system, there is an overall tendency toward diminishing-returns epistasis. We argue that a simple overall pattern of diminishing-returns adaptation emerges, despite pervasive epistasis between beneficial mutations, because many beneficial mutations are available, and while the fitness landscape is rugged at the fine scale, it is smooth and regular when we consider the average over possible routes to adaptation. In the context of antibiotic resistance, these results show that acquiring mutations that confer low levels of antibiotic resistance does not impose any constraint on the ability to evolve high levels of resistance.
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Citations
Cites
Structural Mechanism for Rifampicin Inhibition of Bacterial RNA Polymerase
Campbell, E. A., Korzheva, N., Mustaev, A., Murakami, K., Nair, S., Goldfarb, A., & Darst, S. A. (2001) · Cell · doi:10.1016/s0092-8674(01)00286-0 · Cited by 1,556 · cited 2×
“We have exploited the simple and well-characterized genetics of rifampicin resistance (Campbell et al. 2001; Garibyan et al. 2003; Trinh et al. 2006) to determine the genetic basis of adaptation in a large number (.100) of replicate populations (Table 1), and this provides insight into the genetic…”
BackgroundMethodEvolution Experiments with Microorganisms: The Dynamics and Genetic Bases of Adaptation
Elena, S. F., & Lenski, R. E. (2003) · Nature Reviews Genetics · doi:10.1038/nrg1088 · Cited by 1,386
A Mathematical Theory of Natural and Artificial Selection, Part V: Selection and Mutation
Haldane, J. B. S. (1927) · Mathematical Proceedings of the Cambridge Philosophical Society · doi:10.1017/s0305004100015644 · Cited by 1,326
Cited by
Initial Mutations Direct Alternative Pathways of Protein Evolution
Salverda, M. L. M., Dellus, E., Gorter, F. A., Debets, A. J. M., van der Oost, J., Hoekstra, R. F., Tawfik, D. S., & de Visser, J. A. G. M. (2011) · PLoS Genetics · doi:10.1371/journal.pgen.1001321 · Cited by 275
Elucidating the molecular architecture of adaptation via evolve and resequence experiments
Long, A., Liti, G., Luptak, A., & Tenaillon, O. (2015) · Nature Reviews Genetics · doi:10.1038/nrg3937 · Cited by 266
Diminishing returns and tradeoffs constrain the laboratory optimization of an enzyme
Tokuriki, N., Jackson, C. J., Afriat-Jurnou, L., Wyganowski, K. T., Tang, R., & Tawfik, D. S. (2012) · Nature Communications · doi:10.1038/ncomms2246 · Cited by 253
Metadata
- Authors
- MacLean, R. C., Perron, G. G., & Gardner, A.
- Venue
- Genetics
- Publisher
- Oxford University Press (OUP)
- Published
- 2010-12-01
- Volume
- 186
- Issue
- 4
- Pages
- 1345-1354
- ISSN
- 0016-6731 (ISSN-L)
- 1943-2631
- OpenAlex
- W2118609795
- Cited by
- 181
- References
- 3
- FWCI
- 5.36
- Type
- journal article
- Language
- en
- Open access
- bronze
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- CoChat. (2026). Citation check: Diminishing Returns From Beneficial Mutations and Pervasive Epistasis Shape the Fitness Landscape for Rifampicin Resistance in Pseudomonas aeruginosa. https://app.cochat.ai/papers/10.1534/genetics.110.123083
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- MacLean, R. C., Perron, G. G., & Gardner, A. (2010). Diminishing Returns From Beneficial Mutations and Pervasive Epistasis Shape the Fitness Landscape for Rifampicin Resistance in Pseudomonas aeruginosa. Genetics. https://doi.org/10.1534/genetics.110.123083
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