Skip to main content
Log in

Selective genotyping for determination of linkage between a marker locus and a quantitative trait locus

  • Originals
  • Published:
Theoretical and Applied Genetics Aims and scope Submit manuscript

Summary

“Selective genotyping” is the term used when the determination of linkage between marker loci and quantitative trait loci (QTL) affecting some particular trait is carried out by genotyping only individuals from the high and low phenotypic tails of the entire sample population. Selective genotyping can markedly decrease the number of individuals genotyped for a given power at the expense of an increase in the number of individuals phenotyped. The optimum proportion of individuals genotyped from the point of view of minimizing costs for a given experimental power depends strongly on the cost of completely genotyping an individual for all of the markers included in the experiment (including the costs of obtaining a DNA sample) relative to the cost of rearing and trait evaluation of an individual. However, in single trait studies, it will almost never be useful to genotype more than the upper and lower 25% of a population. It is shown that the observed difference in quantitative trait values associated with alternative marker genotypes in the selected population can be much greater than the actual gene effect at the quantitative trait locus when the entire population is considered. An expression and a figure is provided for converting observed differences under selective genotyping to actual gene effects.

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.

Institutional subscriptions

Similar content being viewed by others

References

  • Beever JE, George PD, Fernando RL, Stormont DJ, Lewin HA (1989) Associations between genetic markers and growth and carcass traits in a paternal half-sib family of Angus cattle. J Anim Sci 68:337–344

    Google Scholar 

  • Darvasi A, Soller M (1992) Optimal spacing of genetic markers for determining linkage between marker loci and quantitative trait loci. (Submitted)

  • Edwards MD, Stuber CW, Wendel JF (1987) Molecular-marker facilitated investigations of quantitative trait loci in maize. I. Numbers, genomic distribution and types of gene action. Genetics 116:113–125

    Google Scholar 

  • Elston RD, Stewart J (1971) A general method for the genetic analysis of pedigree data. Hum Hered 21:523–542

    Google Scholar 

  • Falconer DS (1989) Introduction to quantitative genetics 3rd edn. Longman, New York

    Google Scholar 

  • Geldermann H (1975) Investigations on inheritance of quantitative characters in animals by genetic markers. I. Methods. Theor Appl Genetics 46:319–330

    Google Scholar 

  • Geldermann H, Pieper U, Roth B (1985) Effects of marked chromosome sections on milk performance in cattle. Theor Appl Genet 70:138–146

    Google Scholar 

  • Gonyon DS, Mather RE, Hines HC, Haenlein GFW, Arave CW, Gaunt SN (1987) Associations of bovine blood and milk polymorphisms with lactation traits: Holstein. J Dairy Sci 70:2585–2598

    Google Scholar 

  • Haenlein GFW, Gonyon DS, Mather RE, Hines HC (1987) Associations of bovine blood and milk polymorphisms with lactation traits: Guernseys. J Dairy Sci 70:2599–2609

    Google Scholar 

  • Hill AP (1975) Quantitative linkage: A statistical procedure for its detection and estimation. Ann Hum Genet 38:439–449

    Google Scholar 

  • Jensen (1989) Estimation of recombination parameters between a quantitative trait locus (QTL) and two marker gene loci. Theor Appl Genet 78:613–618

    Google Scholar 

  • Kahler AL, Wehrhahn CF (1986) Associations between quantitative traits and enzyme loci in the F 2 population of a maize hybrid. Theor Appl Genet 72:15–26

    Google Scholar 

  • Knapp SJ (1990) Using molecular markers to estimate quantitative trait locus parameters: Power and genetic variances for unreplicated and replicated progeny. Genetics 126:769–777

    Google Scholar 

  • Lander E, Botstein D (1989) Mapping Mendelian factors underlying quantitative traits using RFLP linkage maps. Genetics 121:185–199

    Google Scholar 

  • Lebowitz RJ, Soller M, Beckmann JS (1987) Trait-based analyses for the detection of linkage between marker loci and quantitative trait loci in crosses between inbred lines. Theor Appl Genet 73:556–562

    Google Scholar 

  • Neimann-Sorensen A, Robertson A (1961) The association between blood groups and several production characters in three Danish cattle breeds. Acta Agric Scand 11:163–196

    Google Scholar 

  • Paterson AH, Lander ES, Hewitt JD, Peterson S, Lincoln SE, Tanksley SD (1988) Resolution of quantitative traits into Mendelian factors by using a complete linkage map of restriction fragment length polymorphisms. Nature 335:721–726

    Google Scholar 

  • Sax K (1923) The association of size difference with seed-coat pattern and pigmentation in Phaseolus vulgaris. Genetic 8:552–560

    Google Scholar 

  • Simpson SP (1989) Detection of linkage between quantitative trait loci and restriction fragment length polymorphisms using inbred lines. Theor Appl Genet 77:815–819

    Google Scholar 

  • Soller M, Beckmann JS (1983) Genetic polymorphism in varietal identification and genetic improvement. Theor Appl Genet 67:25–33

    Google Scholar 

  • Soller M, Beckmann JS (1987) Toward an understanding of the genetic basis of trypanotolerance in the N'Dama cattle of West Africa. Consultation report submitted to FAO, Rome, March 1987

  • Soller M, Beckmann JS (1988) Genomic genetics and the utilization for breeding purposes of genetic variation between populations. In: Weir BS, Eisen EJ, Goodman MM, Namkoong G (eds) Proc 2nd Int Conf Quant Genet. Sinauer Assoc, Sunderland, Mass., pp 161–188

    Google Scholar 

  • Soller M, Beckmann JS (1990) Marker-based mapping of quantitative trait loci using replicated progenies. Theor Appl Genet 80:205–208

    Google Scholar 

  • Soller M, Genizi A (1978) The efficiency of experimental designs for the detection of linkage between a marker locus and a locus affecting a quantitative trait in segregating populations. Biometrics 34:47–55

    Google Scholar 

  • Soller M, Genizi A, Brody T (1976) On the power of experimental designs for the detection of linkage between marker loci and quantitative loci in crosses between inbred lines. Theor Appl Genet 47:35–39

    Google Scholar 

  • Tanksley SD, Medina-Filho H, Rick CM (1982) Use of naturally occurring enzyme variation to detect and map genes controlling quantitative traits in an interspecific backcross of tomato. Heredity 49:11–15

    Google Scholar 

  • Weller JI (1986) Maximum likelihood techniques for the mapping and analysis of quantitative trait loci with the aid of genetic markers. Biometrics 42:627–640

    Google Scholar 

  • Weller JI (1987) Mapping and analysis of quantitative trait loci in Lycopersicon (tomato) with the aid of genetic markers using approximate maximum likelihood methods. Heredity 59:413–421

    Google Scholar 

  • Weller JI, Soller M, Brody T (1988) Linkage analysis of quantitative traits in an interspecific cross of tomato (Lycopersicon esculentum x Lycopersicon pimpinellifolium) by means of genetic markers. Genetics 118:329–339

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

Communicated by A. L. Kahler

Rights and permissions

Reprints and permissions

About this article

Cite this article

Darvasi, A., Soller, M. Selective genotyping for determination of linkage between a marker locus and a quantitative trait locus. Theoret. Appl. Genetics 85, 353–359 (1992). https://doi.org/10.1007/BF00222881

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF00222881

Key words

Navigation