THE MINIMUM NUMBER OF GENES CONTRIBUTING TO QUANTITATIVE VARIATION BETWEEN AND WITHIN POPULATIONS

1 Department of Biophysics and Theoretical Biology, The University of Chicago, Chicago, Illinois 60637

A procedure is outlined for estimating the minimum number of freely segregating genetic factors, nE, contributing to the difference in a quantitative character between two populations that have diverged by artificial or natural selection. If certain simple criteria are satisfied approximately on an appropriate scale of measurement, nE can be estimated by comparing the phenotypic means and variances in the two parental populations and in their F1 and F2 hybrids (and backcrosses). This generalizes the method of Wright to genetically heterogeneous (or wild) parental populations, as well as inbred lines. Standard errors of the estimates are derived for large samples. The minimum number of genes involved in producing a large difference between populations in a quantitative trait is typically estimated to be about 5 or 10, with occasional values up to 20. This strongly supports the neo-Darwinian theory that large evolutionary changes usually occur by the accumulation of multiple genetic factors with relatively small effects.

Submitted on August 8, 1980
Revised on August 28, 1981




This article has been cited by other articles:


Home page
Crop Sci.Home page
R. X. Zhang and B. D. Gossen
Heritability Estimates and Response to Selection for Resistance to Mycosphaerella Blight in Pea
Crop Sci., November 7, 2007; 47(6): 2303 - 2307.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
A. J. Chamberlain, H. C. McPartlan, and M. E. Goddard
The Number of Loci That Affect Milk Production Traits in Dairy Cattle
Genetics, October 1, 2007; 177(2): 1117 - 1123.
[Abstract] [Full Text] [PDF]


Home page
J HeredHome page
G. Gusmini, T. C. Wehner, and S. B. Donaghy
SASQuant: A SAS Software Program to Estimate Genetic Effects and Heritabilities of Quantitative Traits in Populations Consisting of 6 Related Generations
J. Hered., July 1, 2007; 98(4): 345 - 350.
[Abstract] [Full Text] [PDF]


Home page
Crop Sci.Home page
R. Zhang, S.-F. Hwang, B. D. Gossen, K.-F. Chang, and G. D. Turnbull
A Quantitative Analysis of Resistance to Mycosphaerella Blight in Field Pea
Crop Sci., January 22, 2007; 47(1): 162 - 167.
[Abstract] [Full Text] [PDF]


Home page
J HeredHome page
W. S. Grant, I. B. Spies, and M. F. Canino
Biogeographic Evidence for Selection on Mitochondrial DNA in North Pacific Walleye Pollock Theragra chalcogramma
J. Hered., November 1, 2006; 97(6): 571 - 580.
[Abstract] [Full Text] [PDF]


Home page
Proc. Natl. Acad. Sci. USAHome page
M. R. Kronforst, L. G. Young, D. D. Kapan, C. McNeely, R. J. O'Neill, and L. E. Gilbert
Linkage of butterfly mate preference and wing color preference cue at the genomic location of wingless
PNAS, April 25, 2006; 103(17): 6575 - 6580.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
C. Zeyl
The Number of Mutations Selected During Adaptation in a Laboratory Population of Saccharomyces cerevisiae
Genetics, April 1, 2005; 169(4): 1825 - 1831.
[Abstract] [Full Text] [PDF]


Home page
Appl. Environ. Microbiol.Home page
A. H. Sayyed, B. Raymond, M. S. Ibiza-Palacios, B. Escriche, and D. J. Wright
Genetic and Biochemical Characterization of Field-Evolved Resistance to Bacillus thuringiensis Toxin Cry1Ac in the Diamondback Moth, Plutella xylostella
Appl. Envir. Microbiol., December 1, 2004; 70(12): 7010 - 7017.
[Abstract] [Full Text] [PDF]


Home page
J HeredHome page
Y. Xu, D. Kang, Z. Shi, H. Shen, and T. Wehner
Inheritance of Resistance to Zucchini Yellow Mosaic Virus and Watermelon Mosaic Virus in Watermelon
J. Hered., November 1, 2004; 95(6): 498 - 502.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
S. Xu
Theoretical Basis of the Beavis Effect
Genetics, December 1, 2003; 165(4): 2259 - 2268.
[Abstract] [Full Text] [PDF]


Home page
J HeredHome page
C. D. Nelson, C. Weng, T. L. Kubisiak, M. Stine, and C. L. Brown
On the Number of Genes Controlling the Grass Stage in Longleaf Pine
J. Hered., September 1, 2003; 94(5): 392 - 398.
[Abstract] [Full Text] [PDF]


Home page
J DAIRY SCIHome page
A. Stella, M. M. Lohuis, G. Pagnacco, and G. B. Jansen
Strategies for Continual Application of Marker-Assisted Selection in an Open Nucleus Population
J Dairy Sci, September 1, 2002; 85(9): 2358 - 2367.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
M. S. Georgiady, R. W. Whitkus, and E. M. Lord
Genetic Analysis of Traits Distinguishing Outcrossing and Self-Pollinating Forms of Currant Tomato, Lycopersicon pimpinellifolium (Jusl.) Mill.
Genetics, May 1, 2002; 161(1): 333 - 344.
[Abstract] [Full Text] [PDF]


Home page
J HeredHome page
N. Deeb and S. J. Lamont
Genetic Architecture of Growth and Body Composition in Unique Chicken Populations
J. Hered., March 1, 2002; 93(2): 107 - 118.
[Abstract] [Full Text] [PDF]


Home page
J HeredHome page
S. Andersson
The Genetic Basis of Floral Variation in Senecio jacobaea (Asteraceae)
J. Hered., September 1, 2001; 92(5): 409 - 414.
[Abstract] [Full Text] [PDF]


Home page
J HeredHome page
C. D. Jones
Extension of the Castle-Wright Effective Factor Estimator to Sex Linkage and Haplodiploidy
J. Hered., May 1, 2001; 92(3): 274 - 276.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
S. P. Otto and C. D. Jones
Detecting the Undetected: Estimating the Total Number of Loci Underlying a Quantitative Trait
Genetics, December 1, 2000; 156(4): 2093 - 2107.
[Abstract] [Full Text]


Home page
Crop Sci.Home page
R. Rodriguez-Herrera, W.L. Rooney, D.T. Rosenow, and R.A. Frederiksen
Inheritance of Grain Mold Resistance in Grain Sorghum without a Pigmented Testa
Crop Sci., November 1, 2000; 40(6): 1573 - 1578.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
T. Takano-Shimizu
Genetic Screens for Factors Involved in the Notum Bristle Loss of Interspecific Hybrids Between Drosophila melanogaster and D. simulans
Genetics, September 1, 2000; 156(1): 269 - 282.
[Abstract] [Full Text]


Home page
Crop Sci.Home page
L. Moreau, S. Lemarié, A. Charcosset, and A. Gallais
Economic Efficiency of One Cycle of Marker-Assisted Selection
Crop Sci., March 1, 2000; 40(2): 329 - 337.
[Abstract] [Full Text]


Home page
GeneticsHome page
M. C. Gurganus, S. V. Nuzhdin, J. W. Leips, and T. F. C. Mackay
High-Resolution Mapping of Quantitative Trait Loci for Sternopleural Bristle Number in Drosophila melanogaster
Genetics, August 1, 1999; 152(4): 1585 - 1604.
[Abstract] [Full Text]


Home page
ScienceHome page
F. Huang, L. L. Buschman, R. A. Higgins, and W. H. McGaughey
Inheritance of Resistance to Bacillus thuringiensis Toxin (Dipel ES) in the European Corn Borer
Science, May 7, 1999; 284(5416): 965 - 967.
[Abstract] [Full Text]


Home page
GeneticsHome page
P. D. Keightley
Genetic Basis of Response to 50 Generations of Selection on Body Weight in Inbred Mice
Genetics, April 1, 1998; 148(4): 1931 - 1939.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
Genetic Evaluation by Best Linear Unbiased Prediction Using Marker and Trait Information in a Multibreed Population
Genetics, January 1, 1998; 148(1): 507 - 516.