Low Additive Genetic Variation in a Trait Under Selection in Domesticated Rice
Quantitative traits are important targets of both natural and artificial selection. The genetic architecture of these traits and its change during the adaptive process is thus of fundamental interest. The fate of the additive effects of variants underlying a trait receives particular attention becau...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
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Oxford University Press
2020-07-01
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| Series: | G3: Genes, Genomes, Genetics |
| Subjects: | |
| Online Access: | http://g3journal.org/lookup/doi/10.1534/g3.120.401194 |
| _version_ | 1818440789481488384 |
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| author | Nicholas G. Karavolias Anthony J. Greenberg Luz S. Barrero Lyza G. Maron Yuxin Shi Eliana Monteverde Miguel A. Piñeros Susan R. McCouch |
| author_facet | Nicholas G. Karavolias Anthony J. Greenberg Luz S. Barrero Lyza G. Maron Yuxin Shi Eliana Monteverde Miguel A. Piñeros Susan R. McCouch |
| author_sort | Nicholas G. Karavolias |
| collection | DOAJ |
| description | Quantitative traits are important targets of both natural and artificial selection. The genetic architecture of these traits and its change during the adaptive process is thus of fundamental interest. The fate of the additive effects of variants underlying a trait receives particular attention because they constitute the genetic variation component that is transferred from parents to offspring and thus governs the response to selection. While estimation of this component of phenotypic variation is challenging, the increasing availability of dense molecular markers puts it within reach. Inbred plant species offer an additional advantage because phenotypes of genetically identical individuals can be measured in replicate. This makes it possible to estimate marker effects separately from the contribution of the genetic background not captured by genotyped loci. We focused on root growth in domesticated rice, Oryza sativa, under normal and aluminum (Al) stress conditions, a trait under recent selection because it correlates with survival under drought. A dense single nucleotide polymorphism (SNP) map is available for all accessions studied. Taking advantage of this map and a set of Bayesian models, we assessed additive marker effects. While total genetic variation accounted for a large proportion of phenotypic variance, marker effects contributed little information, particularly in the Al-tolerant tropical japonica population of rice. We were unable to identify any loci associated with root growth in this population. Models estimating the aggregate effects of all measured genotypes likewise produced low estimates of marker heritability and were unable to predict total genetic values accurately. Our results support the long-standing conjecture that additive genetic variation is depleted in traits under selection. We further provide evidence that this depletion is due to the prevalence of low-frequency alleles that underlie the trait. |
| first_indexed | 2024-12-14T18:17:56Z |
| format | Article |
| id | doaj.art-e2a270e2d8944d938a52e68016e1de70 |
| institution | Directory Open Access Journal |
| issn | 2160-1836 |
| language | English |
| last_indexed | 2024-12-14T18:17:56Z |
| publishDate | 2020-07-01 |
| publisher | Oxford University Press |
| record_format | Article |
| series | G3: Genes, Genomes, Genetics |
| spelling | doaj.art-e2a270e2d8944d938a52e68016e1de702022-12-21T22:52:09ZengOxford University PressG3: Genes, Genomes, Genetics2160-18362020-07-011072435244310.1534/g3.120.40119427Low Additive Genetic Variation in a Trait Under Selection in Domesticated RiceNicholas G. KaravoliasAnthony J. GreenbergLuz S. BarreroLyza G. MaronYuxin ShiEliana MonteverdeMiguel A. PiñerosSusan R. McCouchQuantitative traits are important targets of both natural and artificial selection. The genetic architecture of these traits and its change during the adaptive process is thus of fundamental interest. The fate of the additive effects of variants underlying a trait receives particular attention because they constitute the genetic variation component that is transferred from parents to offspring and thus governs the response to selection. While estimation of this component of phenotypic variation is challenging, the increasing availability of dense molecular markers puts it within reach. Inbred plant species offer an additional advantage because phenotypes of genetically identical individuals can be measured in replicate. This makes it possible to estimate marker effects separately from the contribution of the genetic background not captured by genotyped loci. We focused on root growth in domesticated rice, Oryza sativa, under normal and aluminum (Al) stress conditions, a trait under recent selection because it correlates with survival under drought. A dense single nucleotide polymorphism (SNP) map is available for all accessions studied. Taking advantage of this map and a set of Bayesian models, we assessed additive marker effects. While total genetic variation accounted for a large proportion of phenotypic variance, marker effects contributed little information, particularly in the Al-tolerant tropical japonica population of rice. We were unable to identify any loci associated with root growth in this population. Models estimating the aggregate effects of all measured genotypes likewise produced low estimates of marker heritability and were unable to predict total genetic values accurately. Our results support the long-standing conjecture that additive genetic variation is depleted in traits under selection. We further provide evidence that this depletion is due to the prevalence of low-frequency alleles that underlie the trait.http://g3journal.org/lookup/doi/10.1534/g3.120.401194heritability gwas abiotic stress stress tolerance |
| spellingShingle | Nicholas G. Karavolias Anthony J. Greenberg Luz S. Barrero Lyza G. Maron Yuxin Shi Eliana Monteverde Miguel A. Piñeros Susan R. McCouch Low Additive Genetic Variation in a Trait Under Selection in Domesticated Rice G3: Genes, Genomes, Genetics heritability gwas abiotic stress stress tolerance |
| title | Low Additive Genetic Variation in a Trait Under Selection in Domesticated Rice |
| title_full | Low Additive Genetic Variation in a Trait Under Selection in Domesticated Rice |
| title_fullStr | Low Additive Genetic Variation in a Trait Under Selection in Domesticated Rice |
| title_full_unstemmed | Low Additive Genetic Variation in a Trait Under Selection in Domesticated Rice |
| title_short | Low Additive Genetic Variation in a Trait Under Selection in Domesticated Rice |
| title_sort | low additive genetic variation in a trait under selection in domesticated rice |
| topic | heritability gwas abiotic stress stress tolerance |
| url | http://g3journal.org/lookup/doi/10.1534/g3.120.401194 |
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