Dissecting the genetic architecture of root-related traits in a grafted wild Vitis berlandieri population for grapevine rootstock breeding
In woody perennial plants, quantitative genetics and association studies remain scarce for root-related traits, due to the time required to obtain mature plants and the complexity of phenotyping. In grapevine, a grafted cultivated plant, most of the rootstocks used are hybrids between American Vitis...
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Published in | Theoretical and applied genetics Vol. 136; no. 11; p. 223 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.11.2023
Springer Springer Nature B.V Springer Verlag |
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Abstract | In woody perennial plants, quantitative genetics and association studies remain scarce for root-related traits, due to the time required to obtain mature plants and the complexity of phenotyping. In grapevine, a grafted cultivated plant, most of the rootstocks used are hybrids between American
Vitis
species (
V. rupestris
,
V. riparia
, and
V. berlandieri
). In this study, we used a wild population of an American
Vitis
species (
V. berlandieri
) to analyze the genetic architecture of the root-related traits of rootstocks in a grafted context. We studied a population consisting of 211 genotypes, with one to five replicates each (
n
= 846 individuals), plus four commercial rootstocks as control genotypes (110R, 5BB, Börner, and SO4). After two independent years of experimentation, the best linear unbiased estimates method revealed root-related traits with a moderate-to-high heritability (0.36–0.82) and coefficient of genetic variation (0.15–0.45). A genome-wide association study was performed with the BLINK model, leading to the detection of 11 QTL associated with four root-related traits (one QTL was associated with the total number of roots, four were associated with the number of small roots (< 1 mm in diameter), two were associated with the number of medium-sized roots (1 mm < diameter < 2 mm), and four were associated with mean diameter) accounting for up to 25.1% of the variance. Three genotypes were found to have better root-related trait performances than the commercial rootstocks and therefore constitute possible new candidates for use in grapevine rootstock breeding programs. |
---|---|
AbstractList | In woody perennial plants, quantitative genetics and association studies remain scarce for root-related traits, due to the time required to obtain mature plants and the complexity of phenotyping. In grapevine, a grafted cultivated plant, most of the rootstocks used are hybrids between American
Vitis
species (
V. rupestris
,
V. riparia
, and
V. berlandieri
). In this study, we used a wild population of an American
Vitis
species (
V. berlandieri
) to analyze the genetic architecture of the root-related traits of rootstocks in a grafted context. We studied a population consisting of 211 genotypes, with one to five replicates each (
n
= 846 individuals), plus four commercial rootstocks as control genotypes (110R, 5BB, Börner, and SO4). After two independent years of experimentation, the best linear unbiased estimates method revealed root-related traits with a moderate-to-high heritability (0.36–0.82) and coefficient of genetic variation (0.15–0.45). A genome-wide association study was performed with the BLINK model, leading to the detection of 11 QTL associated with four root-related traits (one QTL was associated with the total number of roots, four were associated with the number of small roots (< 1 mm in diameter), two were associated with the number of medium-sized roots (1 mm < diameter < 2 mm), and four were associated with mean diameter) accounting for up to 25.1% of the variance. Three genotypes were found to have better root-related trait performances than the commercial rootstocks and therefore constitute possible new candidates for use in grapevine rootstock breeding programs. In woody perennial plants, quantitative genetics and association studies remain scarce for root-related traits, due to the time required to obtain mature plants and the complexity of phenotyping. In grapevine, a grafted cultivated plant, most of the rootstocks used are hybrids between American Vitis species (V. rupestris, V. riparia, and V. berlandieri). In this study, we used a wild population of an American Vitis species (V. berlandieri) to analyze the genetic architecture of the root-related traits of rootstocks in a grafted context. We studied a population consisting of 211 genotypes, with one to five replicates each (n = 846 individuals), plus four commercial rootstocks as control genotypes (110R, 5BB, Börner, and SO4). After two independent years of experimentation, the best linear unbiased estimates method revealed root-related traits with a moderate-to-high heritability (0.36–0.82) and coefficient of genetic variation (0.15–0.45). A genome-wide association study was performed with the BLINK model, leading to the detection of 11 QTL associated with four root-related traits (one QTL was associated with the total number of roots, four were associated with the number of small roots (< 1 mm in diameter), two were associated with the number of medium-sized roots (1 mm < diameter < 2 mm), and four were associated with mean diameter) accounting for up to 25.1% of the variance. Three genotypes were found to have better root-related trait performances than the commercial rootstocks and therefore constitute possible new candidates for use in grapevine rootstock breeding programs. In woody perennial plants, quantitative genetics and association studies remain scarce for root-related traits, due to the time required to obtain mature plants and the complexity of phenotyping. In grapevine, a grafted cultivated plant, most of the rootstocks used are hybrids between American Vitis species (V. rupestris, V. riparia, and V. berlandieri). In this study, we used a wild population of an American Vitis species (V. berlandieri) to analyze the genetic architecture of the root-related traits of rootstocks in a grafted context. We studied a population consisting of 211 genotypes, with one to five replicates each (n = 846 individuals), plus four commercial rootstocks as control genotypes (110R, 5BB, Börner, and SO4). After two independent years of experimentation, the best linear unbiased estimates method revealed root-related traits with a moderate-to-high heritability (0.36-0.82) and coefficient of genetic variation (0.15-0.45). A genome-wide association study was performed with the BLINK model, leading to the detection of 11 QTL associated with four root-related traits (one QTL was associated with the total number of roots, four were associated with the number of small roots (< 1 mm in diameter), two were associated with the number of medium-sized roots (1 mm < diameter < 2 mm), and four were associated with mean diameter) accounting for up to 25.1% of the variance. Three genotypes were found to have better root-related trait performances than the commercial rootstocks and therefore constitute possible new candidates for use in grapevine rootstock breeding programs.In woody perennial plants, quantitative genetics and association studies remain scarce for root-related traits, due to the time required to obtain mature plants and the complexity of phenotyping. In grapevine, a grafted cultivated plant, most of the rootstocks used are hybrids between American Vitis species (V. rupestris, V. riparia, and V. berlandieri). In this study, we used a wild population of an American Vitis species (V. berlandieri) to analyze the genetic architecture of the root-related traits of rootstocks in a grafted context. We studied a population consisting of 211 genotypes, with one to five replicates each (n = 846 individuals), plus four commercial rootstocks as control genotypes (110R, 5BB, Börner, and SO4). After two independent years of experimentation, the best linear unbiased estimates method revealed root-related traits with a moderate-to-high heritability (0.36-0.82) and coefficient of genetic variation (0.15-0.45). A genome-wide association study was performed with the BLINK model, leading to the detection of 11 QTL associated with four root-related traits (one QTL was associated with the total number of roots, four were associated with the number of small roots (< 1 mm in diameter), two were associated with the number of medium-sized roots (1 mm < diameter < 2 mm), and four were associated with mean diameter) accounting for up to 25.1% of the variance. Three genotypes were found to have better root-related trait performances than the commercial rootstocks and therefore constitute possible new candidates for use in grapevine rootstock breeding programs. |
ArticleNumber | 223 |
Audience | Academic |
Author | Blois, Louis Bert, Pierre-François Voss-Fels, Kai P. Schmid, Joachim Ollat, Nathalie Rubio, Bernadette Marguerit, Elisa de Miguel, Marina |
Author_xml | – sequence: 1 givenname: Louis orcidid: 0000-0001-8392-5639 surname: Blois fullname: Blois, Louis email: louis.blois@inrae.fr organization: EGFV, Bordeaux Sciences Agro, INRAE, ISVV, Univ. Bordeaux, Department of Grapevine Breeding, Geisenheim University – sequence: 2 givenname: Marina surname: de Miguel fullname: de Miguel, Marina organization: EGFV, Bordeaux Sciences Agro, INRAE, ISVV, Univ. Bordeaux – sequence: 3 givenname: Pierre-François surname: Bert fullname: Bert, Pierre-François organization: EGFV, Bordeaux Sciences Agro, INRAE, ISVV, Univ. Bordeaux – sequence: 4 givenname: Nathalie surname: Ollat fullname: Ollat, Nathalie organization: EGFV, Bordeaux Sciences Agro, INRAE, ISVV, Univ. Bordeaux – sequence: 5 givenname: Bernadette surname: Rubio fullname: Rubio, Bernadette organization: EGFV, Bordeaux Sciences Agro, INRAE, ISVV, Univ. Bordeaux – sequence: 6 givenname: Kai P. surname: Voss-Fels fullname: Voss-Fels, Kai P. organization: Department of Grapevine Breeding, Geisenheim University – sequence: 7 givenname: Joachim surname: Schmid fullname: Schmid, Joachim organization: Department of Grapevine Breeding, Geisenheim University – sequence: 8 givenname: Elisa surname: Marguerit fullname: Marguerit, Elisa organization: EGFV, Bordeaux Sciences Agro, INRAE, ISVV, Univ. Bordeaux |
BackLink | https://hal.inrae.fr/hal-04286903$$DView record in HAL |
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SubjectTerms | Agricultural research Agriculture Biochemistry Biomedical and Life Sciences Biotechnology Genetic aspects Genetic diversity genetic variation Genome-wide association studies genome-wide association study Genomes Genotypes Grafting Grapes Heritability Hybrids Life Sciences Methods Original Original Article phenotype Phenotyping Physiological aspects Plant Biochemistry Plant breeding Plant Breeding/Biotechnology Plant Genetics and Genomics Population studies Production processes Quantitative genetics Quantitative trait loci Roots Roots (Botany) Rootstocks species variance Vitis berlandieri Vitis cinerea var. helleri Vitis riparia Vitis rupestris Wild type |
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Title | Dissecting the genetic architecture of root-related traits in a grafted wild Vitis berlandieri population for grapevine rootstock breeding |
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