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Outline

Evolutionary Change in Continuous Reaction Norms

2014, The American Naturalist

https://doi.org/10.5061/DRYAD.4S286

Abstract

Understanding the evolution of reaction norms remains a major challenge in ecology and evolution. Investigating evolutionary divergence in reaction norm shapes between populations and closely related species is one approach to providing insights. Here we use a meta-analytic approach to compare divergence in reaction norms of closely related species or populations of animals and plants across types of traits and environments. We quantified mean-standardized differences in overall trait means (Offset) and reaction norm shape (including both Slope and Curvature). These analyses revealed that differences in shape (Slope and Curvature together) were generally greater than differences in Offset. Additionally, differences in Curvature were generally greater than differences in Slope. The type of taxon contrast (species vs. population), trait, organism, and the type and novelty of environments all contributed to the best-fitting models, especially for Offset, Curvature, and the total differences (Total) between reaction norms. Congeneric species had greater differences in reaction norms than populations, and novel environmental conditions increased the differences in reaction norms between populations or species. These results show that evolutionary divergence of curvature is common and should be considered an important aspect of plasticity, together with slope. Biological details about traits and environments, including cryptic variation expressed in novel environmental conditions, may be critical to understanding how reaction norms evolve in novel and rapidly changing environments.

References (49)

  1. Abramoff, M. D., P. J. Magalhaes, and S. J. Ram. 2004. Image pro- cessing with ImageJ. Biophotonics International 11:36-42.
  2. Baird, T. D., C. A. Henson, N. M. Daily, F. V. Baccari, and C. J. Murren. 2011. Differential patterns of plasticity to water avail- ability along native and naturalized latitudinal gradients. Evolu- tionary Ecology Research 13:55-73.
  3. Barton ´, K. 2011. MuMIn: multi-model inference. R package, version 1.2.4. http://r-forge.r-project.org/projects/mumin/.
  4. Beldade, P., A. R. A. Mateus, and R. A. Keller. 2011. Evolution and molecular mechanisms of adaptive developmental plasticity. Mo- lecular Ecology 20:1347-1363.
  5. Belmaker, J. C., and W. Jetz. 2012. Regional pools and environmental controls of vertebrate assemblages. American Naturalist 179:512- 523. Bradshaw, A. D. 1965. Evolutionary significance of phenotypic plas- ticity in plants. Advances in Genetics 13:115-155.
  6. ---. 1972. Some of the evolutionary consequences of being a plant. Evolutionary Biology 5:25-47.
  7. Bubliy, O. A., and V. Loeschcke. 2005. Variation of life-history and morphometrical traits in Drosophila buzzatii and Drosophila si- mulans collected along an altitudinal gradient from a Canary is- land. Biological Journal of the Linnean Society 84:119-136.
  8. Burnham, K. P., and D. R. Anderson. 2002. Model selection and multimodel inference: a practical information-theoretic approach. Springer, New York.
  9. Burnham, K. P., D. R. Anderson, and K. P. Huyvaert. 2011. AIC model selection and multimodel inference in behavioral ecology: some background, observations, and comparisons. Behavioral Ecology and Sociobiology 65:23-35.
  10. Dudash, M. R., C. J. Murren, and D. E. Carr. 2005. Using Mimulus as a model system to understand the role of inbreeding in con- servation: genetic and ecological approaches. Annals of the Mis- souri Botanical Garden 92:36-51.
  11. Fox, J., and G. Monette. 1992. Generalized collinearity diagnostics. Journal of the American Statistical Society 3:178-183.
  12. Gavrilets, S., and S. M. Scheiner. 1993a. The genetics of phenotypic plasticity. 5. Evolution of reaction norm shape. Journal of Evo- lutionary Biology 6:31-48.
  13. ---. 1993b. The genetics of phenotypic plasticity. 6. Theoretical predictions for directional selection. Journal of Evolutionary Bi- ology 6:49-68.
  14. Ghalambor, C. K., J. K. McKay, S. P. Carroll, and D. N. Reznick. 2007. Adaptive versus non-adaptive phenotypic plasticity and the potential for contemporary adaptation in new environments. Functional Ecology 21:394-407.
  15. Gomulkiewicz, R., and M. Kirkpatrick. 1992. Quantitative genetics and the evolution of reaction norms. Evolution 46:390-411.
  16. Hadfield, J. D. 2010. MCMC methods for multi-response generalized linear mixed models: the MCMCglmm R package. Journal of Sta- tistical Software 33:1-22. http://www.jstatsoft.org/v33/i02/.
  17. Huey, R. B., M. Carlson, L. Crozier, M. Frazier, H. Hamiliton, C. Harley, A. Hoang, and J. G. Kingsolver. 2002. Plants versus animals: do they deal with stress in different ways? Journal of Integrative and Comparative Biology 42:232-240.
  18. Huey, R. B., P. E. Hertz, and B. Sinervo. 2003. Behavioral drive versus behavioral inertia in evolution: a null model approach. American Naturalist 161:357-366.
  19. Huey, R. B., and J. G. Kingsolver. 1989. Evolution of thermal sen- sitivity of ectotherm performance. Trends in Ecology and Evolu- tion 4:131-135.
  20. Izem, R., and J. G. Kingsolver. 2005. Variation in continuous reaction norms: quantifying directions of biological interest. American Nat- uralist 166:277-289.
  21. Kawecki, T. J., and D. Ebert. 2004. Conceptual issues in local ad- aptation. Ecology Letters 7:1225-1241.
  22. Kingsolver, J. G., S. E. Diamond, A. M. Siepielski, and S. M. Carlson. 2012. Synthetic analyses of phenotypic selection in natural pop- ulations: lessons, limitations and future directions. Evolutionary Ecology 26:1101-1118.
  23. Kirkpatrick, M., and N. Heckman. 1989. A quantitative genetic model for growth, shape, reaction norms, and other infinite-dimensional characters. Journal of Mathematical Biology 27:429-450.
  24. Knies, J. L., R. Izem, K. L. Supler, J. G. Kingsolver, and C. L. Burch. 2006. The genetic basis of thermal reaction norm evolution in lab and natural phage populations. PLoS Biology 4:1257-1264.
  25. Maughan, H., J. Masel, C. W. Birky, and W. N. Nicholson. 2007. The roles of mutation accumulation and selection in loss of sporulation in experimental populations of Bacillus subtilis. Genetics 177:937- 948. Mousseau, T. A., and D. A. Roff. 1987. Natural selection and the heritability of fitness components. Heredity 59:181-197.
  26. Murren, C. J., H. J. Maclean, S. E. Diamond, U. K. Steiner, M. A. Heskel, C. A. Handelsman, C. K. Ghalambor, et al. 2014. Data from: Evolutionary change in continuous reaction norms. Amer- ican Naturalist, Dryad Digital Repository, http://dx.doi.org/10 .5061/dryad.4s286.
  27. Nakagawa, S., and E. S. A. Santos. 2012. Methodological issues and advances in biological meta-analysis. Evolutionary Ecology 26: 1253-1274.
  28. Nicotra, A. B., O. K. Atkin, S. P. Bonser, A. M. Davidson, E. J. Finnegan, U. Mathesius, P. Poot, et al. 2010. Plant phenotypic plasticity in a changing climate. Trends in Plant Science 15:684-692.
  29. Palacio-Lopez, K., and E. Gianoli. 2011. Invasive plants do not display greater phenotypic plasticity than their native or non-invasive counterparts: a meta-analysis. Oikos 120:1393-1401.
  30. Pfennig, D. W., M. A. Wund, E. C. Snell-Rood, T. Cruickshank, C. D. Schlichting, and A. P. Moczek. 2010. Phenotypic plasticity's impacts on diversification and speciation. Trends in Ecology and Evolution 25:459-467.
  31. Pigliucci, M. 2001. Phenotypic plasticity: beyond nature and nurture. Johns Hopkins University Press, Baltimore.
  32. Pinheiro, J., D. Bates, S. DebRoy, D. Sarkar, and the R Development Core Team. 2012. nlme: linear and nonlinear mixed effects models. R package, version 3.1-103. http://cran.r-project.org/web/packages/ nlme/index.html.
  33. Pineheiro, J. C., and D. M. Bates. 2009. Mixed-effects models in S and S-PLUS. Springer, New York.
  34. R Development Core Team. 2012. R: a language environment for statistical computing. Vienna, Austria. http://www.R-project.org.
  35. Rasband, W. S. 1997-2011. ImageJ. U.S. National Institutes of Health, Bethesda, MD. http://imagej.nih.gov/ij/.
  36. Relyea, R. A., and J. R. Auld. 2005. Predator-and competitor-induced plasticity: how changes in foraging morphology affect phenotypic trade-offs. Ecology 86:1723-1729.
  37. Richards, C. L., O. Bossdorf, N. Z. Muth, J. Gurevitch, and M. Pig- liucci. 2006. Jack of all trades, master of some? on the role of phenotypic plasticity in plant invasions. Ecology Letters 9:981- 993. Scheiner, S. M. 1993. Genetics and evolution of phenotypic plasticity. Annual Review of Ecology and Systematics 24:35-68.
  38. Scheiner, S. M., and R. F. Lyman. 1989. The genetics of phenotypic plasticity. 1. Heritability. Journal of Evolutionary Biology 2:95- 107. Schlichting, C. D. 1986. The evolution of phenotypic plasticity in plants. Annual Review of Ecology and Systematics 17:667-693.
  39. ---. 2008. Hidden reaction norms, cryptic genetic variation, and evolvability. Annals of the New York Academy of Sciences 1133: 187-203.
  40. Schlichting, C. D., and C. J. Murren. 2004. Evolvability and the raw materials for adaptation. Pages 18-29 in Q. C. B. Cronk, J. Whit- ton, R. H. Ree, and I. E. P. Taylor, eds. Plant adaptation: molecular genetics and ecology. NRC Research, Ottawa.
  41. Schlichting, C. D., and M. Pigliucci. 1998. Phenotypic evolution: a reaction norm perspective. Sinauer, Sunderland, MA.
  42. Schluter, D. 2000. The ecology of adaptive radiations. Oxford Uni- versity Press, New York.
  43. Snell-Rood, E. C., J. D. Van Dyken, T. Cruickshank, M. J. Wade, and A. P. Moczek. 2010. Toward a population genetic framework of developmental evolution: the costs, limits, and consequences of phenotypic plasticity. Bioessays 32:71-81.
  44. Stinchcombe, J. R., Function-Valued Traits Working Group, and M. Kirkpatrick. 2012. Genetics and evolution of function-valued traits: understanding environmentally responsive phenotypes. Trends in Ecology and Evolution 27:637-647.
  45. Sultan, S. E. 1987. Evolutionary implications of phenotypic plasticity in plants. Evolutionary Biology 21:127-178.
  46. Torres-Dowdall, J., C. A. Handelsman, D. N. Reznick, and C. K. Ghalambor. 2012. Local adaptation and the evolution of pheno- typic plasticity in Trinidadian guppies (Poecilia reticulata). Evo- lution 66:3432-3443.
  47. Via, S. 1993. Adaptive phenotypic plasticity: target or by-product of selection in a variable environment. American Naturalist 142:352- 365. Via, S., R. Gomulkiewicz, G. Dejong, S. M. Scheiner, C. D. Schlich- ting, and P. H. van Tienderen. 1995. Adaptive phenotypic plasticity: consensus and controversy. Trends in Ecology and Evolution 10: 212-217.
  48. Via, S., and R. Lande. 1985. Genotype-environment interaction and the evolution of phenotypic plasticity. Evolution 39:505-522.
  49. Associate Editor: Anurag Agrawal Editor: Troy Day "One of the largest and most formidable looking, though perfectly harmless, insects we have is the Corydalus cornutus. Its large size, its broad net-veined wings and slow-stupid flight, and aquatic habits, besides many other characteristics, place it very low in the scale of insect life." From "Zoology" (The American Naturalist, 1867, 1:434-439).