---
_id: '3651'
abstract:
- lang: eng
  text: 'It is widely held that each gene typically affects many characters, and that
    each character is affected by many genes. Moreover, strong stabilizing selection
    cannot act on an indefinitely large number of independent traits. This makes it
    likely that heritable variation in any one trait is maintained as a side effect
    of polymorphisms which have nothing to do with selection on that trait. This paper
    examines the idea that variation is maintained as the pleiotropic side effect
    of either deleterious mutation, or balancing selection. If mutation is responsible,
    it must produce alleles which are only mildly deleterious (s &amp; 10(-3)), but
    nevertheless have significant effects on the trait. Balancing selection can readily
    maintain high heritabilities; however, selection must be spread over many weakly
    selected polymorphisms if large responses to artificial selection are to be possible.
    In both classes of pleiotropic model, extreme phenotypes are less fit, giving
    the appearance of stabilizing selection on the trait. However, it is shown that
    this effect is weak (of the same order as the selection on each gene): the strong
    stabilizing selection which is often observed is likely to be caused by correlations
    with a limited number of directly selected traits. Possible experiments for distinguishing
    the alternatives are discussed.'
acknowledgement: Thanks to JERRY COYNE, BILL HILL, LINDA PARTRIDGE, MICHAEL TURELLI,
  and two anonymous reviewers for their critical comments. This work was supported
  by grants from the National Science Foundation (BSR-8866548) the Science and Engineering
  Research Council (GR/E/08507), and by the Institute of Theoretical Dynamics, University
  of California, Davis.
article_processing_charge: No
article_type: original
author:
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
citation:
  ama: Barton NH. Pleiotropic models of quantitative variation. <i>Genetics</i>. 1990;124(3):773-782.
    doi:<a href="https://doi.org/10.1093/genetics/124.3.773 ">10.1093/genetics/124.3.773
    </a>
  apa: Barton, N. H. (1990). Pleiotropic models of quantitative variation. <i>Genetics</i>.
    Genetics Society of America. <a href="https://doi.org/10.1093/genetics/124.3.773
    ">https://doi.org/10.1093/genetics/124.3.773 </a>
  chicago: Barton, Nicholas H. “Pleiotropic Models of Quantitative Variation.” <i>Genetics</i>.
    Genetics Society of America, 1990. <a href="https://doi.org/10.1093/genetics/124.3.773
    ">https://doi.org/10.1093/genetics/124.3.773 </a>.
  ieee: N. H. Barton, “Pleiotropic models of quantitative variation,” <i>Genetics</i>,
    vol. 124, no. 3. Genetics Society of America, pp. 773–782, 1990.
  ista: Barton NH. 1990. Pleiotropic models of quantitative variation. Genetics. 124(3),
    773–782.
  mla: Barton, Nicholas H. “Pleiotropic Models of Quantitative Variation.” <i>Genetics</i>,
    vol. 124, no. 3, Genetics Society of America, 1990, pp. 773–82, doi:<a href="https://doi.org/10.1093/genetics/124.3.773
    ">10.1093/genetics/124.3.773 </a>.
  short: N.H. Barton, Genetics 124 (1990) 773–782.
date_created: 2018-12-11T12:04:26Z
date_published: 1990-03-01T00:00:00Z
date_updated: 2022-02-23T10:41:43Z
day: '01'
doi: '10.1093/genetics/124.3.773 '
extern: '1'
external_id:
  pmid:
  - '2311921'
intvolume: '       124'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://academic.oup.com/genetics/article/124/3/773/5999956?login=true
month: '03'
oa: 1
oa_version: Published Version
page: 773 - 782
pmid: 1
publication: Genetics
publication_identifier:
  issn:
  - 0016-6731
publication_status: published
publisher: Genetics Society of America
publist_id: '2732'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Pleiotropic models of quantitative variation
type: journal_article
user_id: ea97e931-d5af-11eb-85d4-e6957dddbf17
volume: 124
year: '1990'
...
---
_id: '3652'
abstract:
- lang: eng
  text: Frequency-dependent selection against rare forms can maintain clines. For
    weak selection, s, in simple linear models of frequency-dependence, single locus
    clines are stabilized with a maximum slope of between square root of s/square
    root of 8 sigma and square root of s/square root of 12 delta, where sigma is the
    dispersal distance. These clines are similar to those maintained by heterozygote
    disadvantage. Using computer simulations, the weak-selection analytical results
    are extended to higher selection pressures with up to three unlinked genes. Graphs
    are used to display the effect of selection, migration, dominance, and number
    of loci on cline widths, speeds of cline movements, two-way gametic correlations
    ("linkage disequilibria"), and heterozygote deficits. The effects of changing
    the order of reproduction, migration, and selection, are also briefly explored.
    Epistasis can also maintain tension zones. We show that epistatic selection is
    similar in its effects to frequency-dependent selection, except that the disequilibria
    produced in the zone will be higher for a given level of selection. If selection
    consists of a mixture of frequency-dependence and epistasis, as is likely in nature,
    the error made in estimating selection is usually less than twofold. From the
    graphs, selection and migration can be estimated using knowledge of the dominance
    and number of genes, of gene frequencies and of gametic correlations from a hybrid
    zone.
acknowledgement: "The publication costs of this article were partly defrayed by the
  payment of page charges. This article must therefore be hereby marked “advertisment”
  in accordance with 18 U.S.C. §1734 solely to indicate this fact. \r\n\r\nWe thank
  the Natural Environmental Research Council for financial support, and N. SANDERSON,
  M. SLATKIN and an anonymous reviewer for comments on the manuscript."
article_processing_charge: No
article_type: original
author:
- first_name: James
  full_name: Mallet, James
  last_name: Mallet
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
citation:
  ama: Mallet J, Barton NH. Inference from clines stabilized by frequency-dependent
    selection. <i>Genetics</i>. 1989;122(4):967-976. doi:<a href="https://doi.org/10.1093/genetics/122.4.967">10.1093/genetics/122.4.967</a>
  apa: Mallet, J., &#38; Barton, N. H. (1989). Inference from clines stabilized by
    frequency-dependent selection. <i>Genetics</i>. Genetics Society of America. <a
    href="https://doi.org/10.1093/genetics/122.4.967">https://doi.org/10.1093/genetics/122.4.967</a>
  chicago: Mallet, James, and Nicholas H Barton. “Inference from Clines Stabilized
    by Frequency-Dependent Selection.” <i>Genetics</i>. Genetics Society of America,
    1989. <a href="https://doi.org/10.1093/genetics/122.4.967">https://doi.org/10.1093/genetics/122.4.967</a>.
  ieee: J. Mallet and N. H. Barton, “Inference from clines stabilized by frequency-dependent
    selection,” <i>Genetics</i>, vol. 122, no. 4. Genetics Society of America, pp.
    967–976, 1989.
  ista: Mallet J, Barton NH. 1989. Inference from clines stabilized by frequency-dependent
    selection. Genetics. 122(4), 967–976.
  mla: Mallet, James, and Nicholas H. Barton. “Inference from Clines Stabilized by
    Frequency-Dependent Selection.” <i>Genetics</i>, vol. 122, no. 4, Genetics Society
    of America, 1989, pp. 967–76, doi:<a href="https://doi.org/10.1093/genetics/122.4.967">10.1093/genetics/122.4.967</a>.
  short: J. Mallet, N.H. Barton, Genetics 122 (1989) 967–976.
date_created: 2018-12-11T12:04:27Z
date_published: 1989-08-01T00:00:00Z
date_updated: 2022-02-14T14:07:12Z
day: '01'
doi: 10.1093/genetics/122.4.967
extern: '1'
external_id:
  pmid:
  - '2759433'
intvolume: '       122'
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1203771
month: '08'
oa: 1
oa_version: None
page: 967 - 976
pmid: 1
publication: Genetics
publication_identifier:
  issn:
  - 0016-6731
publication_status: published
publisher: Genetics Society of America
publist_id: '2731'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Inference from clines stabilized by frequency-dependent selection
type: journal_article
user_id: ea97e931-d5af-11eb-85d4-e6957dddbf17
volume: 122
year: '1989'
...
