Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Letter
  • Published:

Evolutionary capacitance as a general feature of complex gene networks

Abstract

An evolutionary capacitor buffers genotypic variation under normal conditions, thereby promoting the accumulation of hidden polymorphism. But it occasionally fails, thereby revealing this variation phenotypically1. The principal example of an evolutionary capacitor is Hsp90, a molecular chaperone that targets an important set of signal transduction proteins. Experiments in Drosophila and Arabidopsis have demonstrated three key properties of Hsp90: (1) it suppresses phenotypic variation under normal conditions and releases this variation when functionally compromised; (2) its function is overwhelmed by environmental stress; and (3) it exerts pleiotropic effects on key developmental processes1,2. But whether these properties necessarily make Hsp90 a significant and unique facilitator of adaptation1,2,3,4,5,6,7,8,9,10 is unclear. Here we use numerical simulations of complex gene networks, as well as genome-scale expression data from yeast single-gene deletion strains, to present a mechanism that extends the scope of evolutionary capacitance beyond the action of Hsp90 alone. We illustrate that most, and perhaps all, genes reveal phenotypic variation when functionally compromised, and that the availability of loss-of-function mutations accelerates adaptation to a new optimum phenotype. However, this effect does not require the mutations to be conditional on the environment. Thus, there might exist a large class of evolutionary capacitors whose effects on phenotypic variation complement the systemic, environment-induced effects of Hsp90.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1: Representation of a gene network.
Figure 2: Greater phenotypic variation in single-gene knockouts than in the wild-type networks from which they derive.

Similar content being viewed by others

References

  1. Rutherford, S. L. & Lindquist, S. Hsp90 as a capacitor for morphological evolution. Nature 396, 336–342 (1998)

    Article  ADS  CAS  Google Scholar 

  2. Queitsch, C., Sangster, T. A. & Lindquist, S. Hsp90 as a capacitor of phenotypic variation. Nature 417, 618–624 (2002)

    Article  ADS  CAS  Google Scholar 

  3. Cossins, A. Cryptic clues revealed. Nature 396, 309–310 (1998)

    Article  ADS  CAS  Google Scholar 

  4. Dickinson, W. J. & Seger, J. Cause and effect in evolution. Nature 399, 30 (1999)

    Article  ADS  CAS  Google Scholar 

  5. McLaren, A. Too late for the midwife toad: Stress, variability and Hsp90. Trends Genet. 15, 169–171 (1999)

    Article  CAS  Google Scholar 

  6. Wagner, G. P., Chiu, C.-H. & Hansen, T. F. Is Hsp90 a regulator of evolvability? J. Exp. Zool. 285, 116–118 (1999)

    Article  CAS  Google Scholar 

  7. Rutherford, S. L. From genotype to phenotype: buffering mechanisms and the storage of genetic information. BioEssays 22, 1095–1105 (2000)

    Article  CAS  Google Scholar 

  8. Pigliucci, M. Developmental genetics: buffer zone. Nature 417, 598–599 (2002)

    Article  ADS  CAS  Google Scholar 

  9. Mitchell-Olds, T. & Knight, C. A. Chaperones as buffering agents? Science 296, 2348–2349 (2002)

    Article  CAS  Google Scholar 

  10. Meiklejohn, C. D. & Hartl, D. L. A single mode of canalization. Trends Ecol. Evol. 17, 468–473 (2002)

    Article  Google Scholar 

  11. Scharloo, W. Canalization: Genetic and developmental aspects. Annu. Rev. Ecol. Syst. 22, 65–93 (1991)

    Article  Google Scholar 

  12. Gibson, G. & Wagner, G. Canalization in evolutionary genetics: A stabilizing theory? BioEssays 22, 372–380 (2000)

    Article  CAS  Google Scholar 

  13. Waddington, C. H. Canalization of development and the inheritance of acquired characters. Nature 150, 563–565 (1942)

    Article  ADS  Google Scholar 

  14. Siegal, M. L. & Bergman, A. Waddington's canalization revisited: Developmental stability and evolution. Proc. Natl Acad. Sci. USA 99, 10528–10532 (2002)

    Article  ADS  CAS  Google Scholar 

  15. Wagner, A. Does evolutionary plasticity evolve? Evolution 50, 1008–1023 (1996)

    Article  ADS  Google Scholar 

  16. Featherstone, D. E. & Broadie, K. Wrestling with pleiotropy: Genomic and topological analysis of the yeast gene expression network. BioEssays 24, 267–274 (2002)

    Article  CAS  Google Scholar 

  17. Ravasz, E., Somera, A. L., Mongru, D. A., Oltvai, Z. N. & Barabási, A.-L. Hierarchical organization of modularity in metabolic networks. Science 297, 1551–1555 (2002)

    Article  ADS  CAS  Google Scholar 

  18. Wagner, G. P., Booth, G. & Bagheri-Chaichian, H. A population genetic theory of canalization. Evolution 51, 329–347 (1997)

    Article  Google Scholar 

  19. Winzeler, E. A. et al. Functional characterization of the S. cerevisiae genome by gene deletion and parallel analysis. Science 285, 901–906 (1999)

    Article  CAS  Google Scholar 

  20. Hughes, T. R. et al. Functional discovery via a compendium of expression profiles. Cell 102, 109–126 (2000)

    Article  CAS  Google Scholar 

  21. Giaever, G. et al. Functional profiling of the Saccharomyces cerevisiae genome. Nature 418, 387–391 (2002)

    Article  ADS  CAS  Google Scholar 

  22. Stearns, S. C., Kaiser, M. & Kawecki, T. J. The differential genetic and environmental canalization of fitness components in Drosophila melanogaster. J. Evol. Biol. 8, 539–557 (1995)

    Article  Google Scholar 

  23. Rice, S. H. The evolution of canalization and the breaking of von Baer's laws: Modeling the evolution of development with canalization. Evolution 52, 647–656 (1998)

    Article  Google Scholar 

  24. Wagner, G. P. & Mezey, J. Modeling the evolution of genetic architecture: A continuum of alleles model with pairwise A × A epistasis. J. Theor. Biol. 203, 163–175 (2000)

    Article  CAS  Google Scholar 

  25. Hansen, T. F. & Wagner, G. P. Modeling genetic architecture: A multilinear theory of gene interaction. Theor. Popul. Biol. 59, 61–86 (2001)

    Article  CAS  Google Scholar 

  26. Edwards, R. J. & Brookfield, J. F. Y. Transiently beneficial insertions could maintain mobile DNA sequences in variable environments. Mol. Biol. Evol. 20, 30–37 (2003)

    Article  CAS  Google Scholar 

  27. Tautz, D. A genetic uncertainty problem. Trends Genet. 16, 475–477 (2000)

    Article  CAS  Google Scholar 

Download references

Acknowledgements

We thank B. Baker, D. Hartl, J. Hermisson, D. Kennedy, J. Masel, C. Meiklejohn, D. Petrov, G. Wagner, C. Yanofsky and E. Zuckerkandl for helpful discussions. This study was supported by the Center for Computational Genetics and Biological Modeling, Stanford University. M.L.S. was supported by a National Institutes of Health National Research Service Award Individual Postdoctoral Fellowship, and thanks B. Baker for his support. A.B. thanks the Paul G. Allen Charitable Foundation for its continual support.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mark L. Siegal.

Ethics declarations

Competing interests

The authors declare that they have no competing financial interests.

Supplementary information

Rights and permissions

Reprints and permissions

About this article

Cite this article

Bergman, A., Siegal, M. Evolutionary capacitance as a general feature of complex gene networks. Nature 424, 549–552 (2003). https://doi.org/10.1038/nature01765

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1038/nature01765

This article is cited by

Comments

By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing