Skip to main content
Log in

Mutation load and mutation-selection-balance in quantitative genetic traits

  • Published:
Journal of Mathematical Biology Aims and scope Submit manuscript

Abstract

Haldane (1937) showed that the reduction of equilibrium mean fitness in an infinite population due to recurrent deleterious mutations depends only on the mutation rate but not on the harmfulness of mutants. His analysis, as well as more recent ones (cf. Crow 1970), ignored back mutation. The purpose of the present paper is to extend these results to arbitrary mutation patterns among alleles and to quantitative genetic traits. We derive first-order approximations for the equilibrium mean fitness (and the mutation load) and determine the order of the error term. For a metric trait under mutation-stabilizing-selection balance our result differs qualitatively from that of Crow and Kimura (1964), whose analysis is based on a Gaussian assumption. Our general approach also yields a mathematical proof that the variance under the usual mutation-stabilizing-selection model is, to first order, µ/s (the house-of-cards approximation) as µ/s tends to zero. This holds for arbitrary mutant distributions and does not require that the population mean coincide with the optimum. We show how the mutant distribution determines the order of the error term, and thus the accuracy of the house-of-cards approximation. Upper and lower bounds to the equilibrium variance are derived that deviate only to second order as µ/s tends to zero. The multilocus case is treated under the assumption of global linkage equilibrium.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Barton, N.: The maintenance of polygenic variation through a balance between mutation and stabilizing selection. Genet. Res. Camb. 47, 209–216 (1986)

    Google Scholar 

  • Bulmer, M. G.: The genetic variability of polygenic characters under optimising selection, mutation and drift. Genet. Res. 19, 17–25 (1972)

    Google Scholar 

  • Bürger, R.: On the maintenance of genetic variation: Global analysis of Kimura's continuum-ofalleles model. J. Math. Biol. 24, 341–351 (1986)

    Google Scholar 

  • Bürger, R.: Perturbations of positive semigroups and applications to population genetics. Math. Z. 197, 259–272 (1988)

    Google Scholar 

  • Bürger, R.: Linkage and the maintenance of heritable variation by mutation-selection balance. Genetics 121, 175–184 (1989)

    Google Scholar 

  • Bürger, R.: Moments, cumulants, and polygenic dynamics. J. Math. Biol. 30, 199–213 (1991)

    Google Scholar 

  • Bürger, R.: Predictions for the dynamics of a polygenic character under directional selection. J. Theor. Biol. 162, 487–513 (1993)

    Google Scholar 

  • Bürger, R., Bomze, I. M.: Mutation-selection balance and a perturbation problem on the space of measures. SIAM J. Math. Anal (submitted)

  • Crow, J. F.: Genetic loads and the coast.of natural selection. In: Kojima, K. (ed.), Mathematical Topics in Population Genetics, pp. 128–177. Berlin Heidelberg New York: Springer 1970

    Google Scholar 

  • Crow, J. F., Kimura, M.: The theory of genetic loads. In: Proc XI Int. Congr. Genetics, vol. 2, pp. 495–505. Oxford: Pergamon Press 1964

    Google Scholar 

  • Crow, J. F., Kimura, M.: An Introduction to Population Genetics Theory. New York: Harper and Row 1970

    Google Scholar 

  • Fleming, W. H.: Equilibrium distributions of continuous polygenic traits. SIAM J. Appl. Math. 36, 148–168 (1979)

    Google Scholar 

  • Fraser, G. R., Mayo, O.: Genetic load in man. Humangenetik. 23, 83–110 (1974)

    Google Scholar 

  • Gröbner, W., Hofreiter, N.: Integraltafel. Zweiter Teil. Berlin Heidelberg New York: Springer 1975

    Google Scholar 

  • Haldane, J. B. S.: The effect of variation on fitness. Am. Nat. 71, 337–349 (1937)

    Google Scholar 

  • Haldane, J. B. S.: The cost of natural selection. J. Genet. 55, 511–524 (1957)

    Google Scholar 

  • Hofbauer, J.: The selection mutation equation. J. Math. Biol. 23, 41–53 (1985)

    Google Scholar 

  • Hofbauer, J., Sigmund, K.: The Theorie of Evolution and Dynamical Systems. Cambridge: Cambridge University Press 1988

    Google Scholar 

  • Keightley, P. D., Hill, W. G.: Quantitative genetic variability maintained by mutation-stabilizing selection balance in finite populations. Genet. Res. Camb. 52, 33–43 (1988)

    Google Scholar 

  • Kimura, M.: A stochastic model concerning the maintenance of genetic variability in quantitative characters. Proc. Natl. Acad. Sci., USA 54, 731–736 (1965)

    Google Scholar 

  • Kimura, M.: Possibility of extensive neutral evolution under stabilizing selection with special reference to nonrandom usage of synonymous codons. Proc. Natl. Acad. Sci., USA 78, 5773–5777 (1981)

    Google Scholar 

  • Kimura, M., Maruyama, T.: The mutational load with epistasic gene interaction in fitness. Genetics 54, 1337–1351 (1966)

    Google Scholar 

  • King, J. L.: The gene interaction component of the genetic load. Genetics 53, 403–413 (1966)

    Google Scholar 

  • Kingman, J. F. C.: A simple model for the balance between selection and mutation. J. Appl. Probab. 15, 1–12 (1978)

    Google Scholar 

  • Kondrashov, A. S., Crow, J. F.: King's formula for the mutation load with epistasis. Genetics 120, 853–856 (1988)

    Google Scholar 

  • Lande, R.: The maintenance of genetic variability by mutation in a polygenic character with linked loci. Genet. Res. Camb. 26, 221–235 (1975)

    Google Scholar 

  • Lande, R.: Genetic variation and phenotypic evolution during allopatric speciation. Am. Nat. 116, 463–479 (1980)

    Google Scholar 

  • Muller, H. J.: Our load of mutations. Am. J. Hum. Genet. 2, 111–176 (1950)

    Google Scholar 

  • Nagylaki, T.: Selection on a quantitative character. In: Chakravarti A. (ed.) Human Population Genetics: The Pittsburgh Symposium, pp. 275–306. New York: Van Nostrand 1984

    Google Scholar 

  • Nagylaki, T.: Introduction to Theoretical Population Genetics. Berlin Heidelberg New York: Springer 1992

    Google Scholar 

  • Sigmund, K.: The maximum principle for replicator equations. In: Ebeling, W., Peschel, M. (eds.) Lotka-Volterra Approach to Dynamical Systems, pp. 63–72. Berlin: Akademie Verlag 1984

    Google Scholar 

  • Turelli, M.: Heritable genetic variation via mutation-selection balance: Lerch's zeta meets the abdominal bristle. Theor. Popul. Biol. 25, 138–193 (1984)

    Google Scholar 

  • Turelli, M., Barton, N.: Dynamics of polygenic characters under selection. Theor. Popul. Biol. 38, 1–57 (1990)

    Google Scholar 

  • Wright, S.: The analysis of variance and the correlation between relatives with respect to deviations from an optimum. J. Genet. 30, 243–256 (1935)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Bürger, R., Hofbauer, J. Mutation load and mutation-selection-balance in quantitative genetic traits. J. Math. Biol. 32, 193–218 (1994). https://doi.org/10.1007/BF00163878

Download citation

  • Received:

  • Revised:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF00163878

Key words

Navigation