Accounting for Bias in Estimates of the Rate of Polygenic Mutation
Experimental data on the rate of response to artificial selection in initially inbred lines or the rate of divergence among inbred sublines can be used to estimate the rate of increase in variance of quantitative traits from new mutations. So far estimates have been based on the infinitesimal model...
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Published in | Proceedings of the Royal Society. B, Biological sciences Vol. 253; no. 1338; pp. 291 - 296 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
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London
The Royal Society
22.09.1993
Royal Society of London |
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Abstract | Experimental data on the rate of response to artificial selection in initially inbred lines or the rate of divergence among inbred sublines can be used to estimate the rate of increase in variance of quantitative traits from new mutations. So far estimates have been based on the infinitesimal model of many genes with small additive effects which imply a rate of increase in heritability for Drosophila melanogaster bristle number traits of about 0.1% per generation. Such estimates are biased because mutants tend to have large effects, to have non-additive gene action, and to be deleterious. Here, recent information on the distribution of effects of new mutations on Drosophila melanogaster bristle number and viability is used to infer the direction and magnitude of this bias. The infinitesimal model tends to underestimate the mutational variance, typically by a factor of about 3, but this factor depends on the experimental design. Averages of revised estimates, accounting for this bias, of the per generation increment in heritability from mutation are 0.36% and 0.21% for abdominal and sternopleural bristle number, respectively, in experiments involving M strains, and 1.4% and 0.7% for abdominals and sternopleurals, respectively, in P strains. |
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AbstractList | Experimental data on the rate of response to artificial selection in initially inbred lines or the rate of divergence among inbred sublines can be used to estimate the rate of increase in variance of quantitative traits from new mutations. So far estimates have been based on the infinitesimal model of many genes with small additive effects which imply a rate of increase in heritability for Drosophila melanogaster bristle number traits of about 0.1% per generation. Such estimates are biased because mutants tend to have large effects, to have non-additive gene action, and to be deleterious. Here, recent information on the distribution of effects of new mutations on Drosophila melanogaster bristle number and viability is used to infer the direction and magnitude of this bias. The infinitesimal model tends to underestimate the mutational variance, typically by a factor of about 3, but this factor depends on the experimental design. Averages of revised estimates, accounting for this bias, of the per generation increment in heritability from mutation are 0.36% and 0.21% for abdominal and sternopleural bristle number, respectively, in experiments involving M strains, and 1.4% and 0.7% for abdominals and sternopleurals, respectively, in P strains. Experimental data on the rate of response to artificial selection in initially inbred lines or the rate of divergence among inbred sublines can be used to estimate the rate of increase in variance of quantitative traits from new mutations. So far estimates have been based on the infinitesimal model of many genes with small additive effects which imply a rate of increase in heritability for Drosophila melanogaster bristle number traits of about 0.1% per generation. Such estimates are biased because mutants tend to have large effects, to have non-additive gene action, and to be deleterious. Here, recent information on the distribution of effects of new mutations on Drosophila melanogaster bristle number and viability is used to infer the direction and magnitude of this bias. The infinitesimal model tends to underestimate the mutational variance, typically by a factor of about 3, but this factor depends on the experimental design. Averages of revised estimates, accounting for this bias, of the per generation increment in heritability from mutation are 0.36% and 0.21% for abdominal and sternopleural bristle number, respectively, in experiments involving M strains, and 1.4% and 0.7% for abdominals and sternopleurals, respectively, in P strains. |
Author | Mackay, Trudy Frances Charlene Caballero, Armando Keightley, Peter D. |
Author_xml | – sequence: 1 givenname: Peter D. surname: Keightley fullname: Keightley, Peter D. organization: Institute of Cell, Animal and Population Biology, University of Edinburgh, West Mains Road, Edinburgh EH9 3JT, U. K – sequence: 2 givenname: Trudy Frances Charlene surname: Mackay fullname: Mackay, Trudy Frances Charlene organization: Department of Genetics, Box 7614, North Carolina State University, Raleigh, North Carolina 27695, U. S. A – sequence: 3 givenname: Armando surname: Caballero fullname: Caballero, Armando organization: Institute of Cell, Animal and Population Biology, University of Edinburgh, West Mains Road, Edinburgh EH9 3JT, U. K |
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Keywords | Hair Genetic variability Insecta Estimation Drosophilidae Breeding line Arthropoda Methodological bias Heritability Mutation Measurement method Invertebrata Drosophila melanogaster Animal population Diptera |
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References | p_27 p_28 Caballero A. (p_4) 1991; 128 p_29 Santiago E., A (p_31) 1992; 132 (p_9) 1954; 27 (p_16) 1992; 132 p_23 p_24 p_26 Barker J . (p_11) 1971; 41 (p_30) 1952; 37 (p_22) 1985; 47 Barton N. H. (p_1) 1990; 124 p_20 p_21 p_17 p_2 p_18 p_19 p_12 p_34 p_3 p_13 Lym (p_25) 1992; 130 p_5 p_15 p_8 p_7 (p_6) 1955; 89 p_10 p_32 p_33 Hill W. G. (p_14) 1992; 131 |
References_xml | – ident: p_8 doi: 10.1111/j.1558-5646.1955.tb01531.x – volume: 132 start-page: 771 year: 1992 ident: p_31 article-title: T he distribution of spontaneous m utations on q u an titativ e traits and fitness in Drosophila melanogaster publication-title: Genetics doi: 10.1093/genetics/132.3.771 contributor: fullname: Santiago E., A – ident: p_24 doi: 10.1038/348064a0 – ident: p_27 doi: 10.1098/rspb.1942.0017 – ident: p_34 doi: 10.1016/0040-5809(84)90017-0 – ident: p_12 doi: 10.1017/S0016672300027282 – volume: 27 start-page: 97 year: 1954 ident: p_9 article-title: H eritable v ariation in a long inbred lines of Drosophila publication-title: Genetica – ident: p_17 doi: 10.1017/S0016672300016037 – ident: p_33 doi: 10.1017/S0016672300015603 – ident: p_19 doi: 10.1017/S0016672300031220 – ident: p_21 doi: 10.1111/j.1558-5646.1986.tb00561.x – volume: 130 start-page: 315 year: 1992 ident: p_25 article-title: a Effects of P elements on q u an titativ e traits in Drosophila melanogaster publication-title: Genetics doi: 10.1093/genetics/130.2.315 contributor: fullname: Lym – ident: p_26 doi: 10.1111/j.1558-5646.1992.tb02039.x – ident: p_28 doi: 10.1186/1297-9686-21-3-317 – volume: 124 start-page: 773 year: 1990 ident: p_1 article-title: Pleioitropic models of q u an titativ e variation publication-title: Genetics doi: 10.1093/genetics/124.3.773 contributor: fullname: Barton N. H. – volume: 37 start-page: 189 year: 1952 ident: p_30 article-title: T he effect o finbreeding on the variation due to recessive genes publication-title: Genetics doi: 10.1093/genetics/37.2.189 – ident: p_2 doi: 10.1146/annurev.ge.23.120189.002005 – ident: p_18 doi: 10.1017/S0016672300031219 – ident: p_10 doi: 10.1017/S0016672300019145 – ident: p_13 doi: 10.1098/rspb.1990.0110 – ident: p_15 doi: 10.1266/jjg.42.121 – volume: 47 start-page: 59 year: 1985 ident: p_22 article-title: A q u an titativ e genetic analysis of fitness and its com ponents in Drosophila melanogaster publication-title: Genet. Res. – ident: p_32 doi: 10.1017/S0016672300012453 – volume: 89 start-page: 151 year: 1955 ident: p_6 article-title: M u tatio n and q u a n - titative variation publication-title: Am. Nat. – ident: p_29 doi: 10.1007/BF01535700 – ident: p_7 doi: 10.1017/S0016672300034856 – volume: 128 start-page: 89 year: 1991 ident: p_4 article-title: 6 T he response to artificial selection from new m utations in Drosophila melanogaster publication-title: Genetics doi: 10.1093/genetics/128.1.89 contributor: fullname: Caballero A. – ident: p_3 doi: 10.1017/S0016672300029785 – volume: 132 start-page: 603 year: 1992 ident: p_16 article-title: Deleterious m u tations, ap p a ren t stabilizing selection and the m aintenance of q u an titativ e variation publication-title: Genetics doi: 10.1093/genetics/132.2.603 – volume: 131 start-page: 693 year: 1992 ident: p_14 article-title: Q u an titativ e genetic v ariation in body size of mice from new m utations publication-title: Genetics doi: 10.1093/genetics/131.3.693 contributor: fullname: Hill W. G. – ident: p_5 doi: 10.1017/S0016672300028482 – ident: p_23 – ident: p_20 doi: 10.1017/S0016672300024150 – volume: 41 start-page: 208 year: 1971 ident: p_11 article-title: Selection for increased abdom inal bristle num ber in Drosophila melanogaster w ith concurrent irradiation. I. Populations derived from an inbred line. Theor. appl publication-title: Genet. contributor: fullname: Barker J . |
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SubjectTerms | Animals Artificial selection Biological and medical sciences Drosophila Drosophila melanogaster - genetics Estimation bias Fundamental and applied biological sciences. Psychology Genetic mutation Genetic variation Genetics of eukaryotes. Biological and molecular evolution Inbreeding Invertebrata Mathematics Models, Genetic Mutation Phenotypic traits Population genetics, reproduction patterns Quantitative genetics Quantitative traits Viability |
Title | Accounting for Bias in Estimates of the Rate of Polygenic Mutation |
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