Biased estimates of diminishing-returns epistasis? Empirical evidence revisited

Genetics. 2014 Dec;198(4):1417-20. doi: 10.1534/genetics.114.169870. Epub 2014 Oct 13.

Abstract

Empirical evidence for diminishing fitness returns of beneficial mutations supports Fisher's geometric model. We show that a similar pattern emerges through the phenomenon of regression to the mean and that few studies correct for it. Although biases are often small, regression to the mean has overemphasized diminishing returns and will hamper cross-study comparisons unless corrected for.

Keywords: Fisher’s geometric model; adaptation; epistasis; fitness landscape; regression to the mean.

MeSH terms

  • Algorithms
  • Epistasis, Genetic*
  • Genetic Fitness
  • Models, Genetic*
  • Models, Statistical
  • Mutation
  • Reproducibility of Results