Development of a 135K SNP genotyping array for Actinidia arguta and its applications for genetic mapping and QTL analysis in kiwifruit
Summary Kiwifruit (Actinidia spp) is a woody, perennial and deciduous vine. In this genus, there are multiple ploidy levels but the main cultivated cultivars are polyploid. Despite the availability of many genomic resources in kiwifruit, SNP genotyping is still a challenge given these different leve...
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Published in | Plant biotechnology journal Vol. 21; no. 2; pp. 369 - 380 |
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Main Authors | , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
England
John Wiley & Sons, Inc
01.02.2023
John Wiley and Sons Inc |
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Abstract | Summary
Kiwifruit (Actinidia spp) is a woody, perennial and deciduous vine. In this genus, there are multiple ploidy levels but the main cultivated cultivars are polyploid. Despite the availability of many genomic resources in kiwifruit, SNP genotyping is still a challenge given these different levels of polyploidy. Recent advances in SNP array technologies have offered a high‐throughput genotyping platform for genome‐wide DNA polymorphisms. In this study, we developed a high‐density SNP genotyping array to facilitate genetic studies and breeding applications in kiwifruit. SNP discovery was performed by genome‐wide DNA sequencing of 40 kiwifruit genotypes. The identified SNPs were stringently filtered for sequence quality, predicted conversion performance and distribution over the available Actinidia chinensis genome. A total of 134 729 unique SNPs were put on the array. The array was evaluated by genotyping 400 kiwifruit individuals. We performed a multidimensional scaling analysis to assess the diversity of kiwifruit germplasm, showing that the array was effective to distinguish kiwifruit accessions. Using a tetraploid F1 population, we constructed an integrated linkage map covering 3060.9 cM across 29 linkage groups and performed QTL analysis for the sex locus that has been identified on Linkage Group 3 (LG3) in Actinidia arguta. Finally, our dataset presented evidence of tetrasomic inheritance with partial preferential pairing in A. arguta. In conclusion, we developed and evaluated a 135K SNP genotyping array for kiwifruit. It has the advantage of a comprehensive design that can be an effective tool in genetic studies and breeding applications in this high‐value crop. |
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AbstractList | Kiwifruit (
Actinidia
spp) is a woody, perennial and deciduous vine. In this genus, there are multiple ploidy levels but the main cultivated cultivars are polyploid. Despite the availability of many genomic resources in kiwifruit, SNP genotyping is still a challenge given these different levels of polyploidy. Recent advances in SNP array technologies have offered a high‐throughput genotyping platform for genome‐wide DNA polymorphisms. In this study, we developed a high‐density SNP genotyping array to facilitate genetic studies and breeding applications in kiwifruit. SNP discovery was performed by genome‐wide DNA sequencing of 40 kiwifruit genotypes. The identified SNPs were stringently filtered for sequence quality, predicted conversion performance and distribution over the available
Actinidia chinensis
genome. A total of 134 729 unique SNPs were put on the array. The array was evaluated by genotyping 400 kiwifruit individuals. We performed a multidimensional scaling analysis to assess the diversity of kiwifruit germplasm, showing that the array was effective to distinguish kiwifruit accessions. Using a tetraploid F1 population, we constructed an integrated linkage map covering 3060.9 cM across 29 linkage groups and performed QTL analysis for the sex locus that has been identified on Linkage Group 3 (LG3) in
Actinidia arguta
. Finally, our dataset presented evidence of tetrasomic inheritance with partial preferential pairing in
A. arguta.
In conclusion, we developed and evaluated a 135K SNP genotyping array for kiwifruit. It has the advantage of a comprehensive design that can be an effective tool in genetic studies and breeding applications in this high‐value crop. Kiwifruit (Actinidia spp) is a woody, perennial and deciduous vine. In this genus, there are multiple ploidy levels but the main cultivated cultivars are polyploid. Despite the availability of many genomic resources in kiwifruit, SNP genotyping is still a challenge given these different levels of polyploidy. Recent advances in SNP array technologies have offered a high-throughput genotyping platform for genome-wide DNA polymorphisms. In this study, we developed a high-density SNP genotyping array to facilitate genetic studies and breeding applications in kiwifruit. SNP discovery was performed by genome-wide DNA sequencing of 40 kiwifruit genotypes. The identified SNPs were stringently filtered for sequence quality, predicted conversion performance and distribution over the available Actinidia chinensis genome. A total of 134 729 unique SNPs were put on the array. The array was evaluated by genotyping 400 kiwifruit individuals. We performed a multidimensional scaling analysis to assess the diversity of kiwifruit germplasm, showing that the array was effective to distinguish kiwifruit accessions. Using a tetraploid F1 population, we constructed an integrated linkage map covering 3060.9 cM across 29 linkage groups and performed QTL analysis for the sex locus that has been identified on Linkage Group 3 (LG3) in Actinidia arguta. Finally, our dataset presented evidence of tetrasomic inheritance with partial preferential pairing in A. arguta. In conclusion, we developed and evaluated a 135K SNP genotyping array for kiwifruit. It has the advantage of a comprehensive design that can be an effective tool in genetic studies and breeding applications in this high-value crop.Kiwifruit (Actinidia spp) is a woody, perennial and deciduous vine. In this genus, there are multiple ploidy levels but the main cultivated cultivars are polyploid. Despite the availability of many genomic resources in kiwifruit, SNP genotyping is still a challenge given these different levels of polyploidy. Recent advances in SNP array technologies have offered a high-throughput genotyping platform for genome-wide DNA polymorphisms. In this study, we developed a high-density SNP genotyping array to facilitate genetic studies and breeding applications in kiwifruit. SNP discovery was performed by genome-wide DNA sequencing of 40 kiwifruit genotypes. The identified SNPs were stringently filtered for sequence quality, predicted conversion performance and distribution over the available Actinidia chinensis genome. A total of 134 729 unique SNPs were put on the array. The array was evaluated by genotyping 400 kiwifruit individuals. We performed a multidimensional scaling analysis to assess the diversity of kiwifruit germplasm, showing that the array was effective to distinguish kiwifruit accessions. Using a tetraploid F1 population, we constructed an integrated linkage map covering 3060.9 cM across 29 linkage groups and performed QTL analysis for the sex locus that has been identified on Linkage Group 3 (LG3) in Actinidia arguta. Finally, our dataset presented evidence of tetrasomic inheritance with partial preferential pairing in A. arguta. In conclusion, we developed and evaluated a 135K SNP genotyping array for kiwifruit. It has the advantage of a comprehensive design that can be an effective tool in genetic studies and breeding applications in this high-value crop. Kiwifruit (Actinidia spp) is a woody, perennial and deciduous vine. In this genus, there are multiple ploidy levels but the main cultivated cultivars are polyploid. Despite the availability of many genomic resources in kiwifruit, SNP genotyping is still a challenge given these different levels of polyploidy. Recent advances in SNP array technologies have offered a high-throughput genotyping platform for genome-wide DNA polymorphisms. In this study, we developed a high-density SNP genotyping array to facilitate genetic studies and breeding applications in kiwifruit. SNP discovery was performed by genome-wide DNA sequencing of 40 kiwifruit genotypes. The identified SNPs were stringently filtered for sequence quality, predicted conversion performance and distribution over the available Actinidia chinensis genome. A total of 134 729 unique SNPs were put on the array. The array was evaluated by genotyping 400 kiwifruit individuals. We performed a multidimensional scaling analysis to assess the diversity of kiwifruit germplasm, showing that the array was effective to distinguish kiwifruit accessions. Using a tetraploid F1 population, we constructed an integrated linkage map covering 3060.9 cM across 29 linkage groups and performed QTL analysis for the sex locus that has been identified on Linkage Group 3 (LG3) in Actinidia arguta. Finally, our dataset presented evidence of tetrasomic inheritance with partial preferential pairing in A. arguta. In conclusion, we developed and evaluated a 135K SNP genotyping array for kiwifruit. It has the advantage of a comprehensive design that can be an effective tool in genetic studies and breeding applications in this high-value crop. Kiwifruit (Actinidia spp) is a woody, perennial and deciduous vine. In this genus, there are multiple ploidy levels but the main cultivated cultivars are polyploid. Despite the availability of many genomic resources in kiwifruit, SNP genotyping is still a challenge given these different levels of polyploidy. Recent advances in SNP array technologies have offered a high-throughput genotyping platform for genome-wide DNA polymorphisms. In this study, we developed a high-density SNP genotyping array to facilitate genetic studies and breeding applications in kiwifruit. SNP discovery was performed by genome-wide DNA sequencing of 40 kiwifruit genotypes. The identified SNPs were stringently filtered for sequence quality, predicted conversion performance and distribution over the available Actinidia chinensis genome. A total of 134 729 unique SNPs were put on the array. The array was evaluated by genotyping 400 kiwifruit individuals. We performed a multidimensional scaling analysis to assess the diversity of kiwifruit germplasm, showing that the array was effective to distinguish kiwifruit accessions. Using a tetraploid F1 population, we constructed an integrated linkage map covering 3060.9 cM across 29 linkage groups and performed QTL analysis for the sex locus that has been identified on Linkage Group 3 (LG3) in Actinidia arguta. Finally, our dataset presented evidence of tetrasomic inheritance with partial preferential pairing in A. arguta. In conclusion, we developed and evaluated a 135K SNP genotyping array for kiwifruit. It has the advantage of a comprehensive design that can be an effective tool in genetic studies and breeding applications in this high-value crop. Summary Kiwifruit (Actinidia spp) is a woody, perennial and deciduous vine. In this genus, there are multiple ploidy levels but the main cultivated cultivars are polyploid. Despite the availability of many genomic resources in kiwifruit, SNP genotyping is still a challenge given these different levels of polyploidy. Recent advances in SNP array technologies have offered a high‐throughput genotyping platform for genome‐wide DNA polymorphisms. In this study, we developed a high‐density SNP genotyping array to facilitate genetic studies and breeding applications in kiwifruit. SNP discovery was performed by genome‐wide DNA sequencing of 40 kiwifruit genotypes. The identified SNPs were stringently filtered for sequence quality, predicted conversion performance and distribution over the available Actinidia chinensis genome. A total of 134 729 unique SNPs were put on the array. The array was evaluated by genotyping 400 kiwifruit individuals. We performed a multidimensional scaling analysis to assess the diversity of kiwifruit germplasm, showing that the array was effective to distinguish kiwifruit accessions. Using a tetraploid F1 population, we constructed an integrated linkage map covering 3060.9 cM across 29 linkage groups and performed QTL analysis for the sex locus that has been identified on Linkage Group 3 (LG3) in Actinidia arguta. Finally, our dataset presented evidence of tetrasomic inheritance with partial preferential pairing in A. arguta. In conclusion, we developed and evaluated a 135K SNP genotyping array for kiwifruit. It has the advantage of a comprehensive design that can be an effective tool in genetic studies and breeding applications in this high‐value crop. |
Author | Arens, Paul Gu, Hong Voorrips, Roeland E. Sun, Leiming Fang, Jinbao Wang, Ran Bourke, Peter M. Lin, Miaomiao Visser, Richard G.F. Xing, Siyuan Li, Yukuo Li, Sikai Qi, Xiuquan Zhong, Yunpeng Maliepaard, Chris Esselink, Danny |
AuthorAffiliation | 3 Animal Breeding and Genomics Wageningen University & Research Wageningen The Netherlands 2 Plant Breeding Wageningen University & Research Wageningen The Netherlands 1 Zhengzhou Fruit Research Institute Chinese Academy of Agricultural Sciences Zhengzhou China |
AuthorAffiliation_xml | – name: 1 Zhengzhou Fruit Research Institute Chinese Academy of Agricultural Sciences Zhengzhou China – name: 3 Animal Breeding and Genomics Wageningen University & Research Wageningen The Netherlands – name: 2 Plant Breeding Wageningen University & Research Wageningen The Netherlands |
Author_xml | – sequence: 1 givenname: Ran orcidid: 0000-0002-2358-0322 surname: Wang fullname: Wang, Ran organization: Wageningen University & Research – sequence: 2 givenname: Siyuan surname: Xing fullname: Xing, Siyuan organization: Wageningen University & Research – sequence: 3 givenname: Peter M. surname: Bourke fullname: Bourke, Peter M. organization: Wageningen University & Research – sequence: 4 givenname: Xiuquan surname: Qi fullname: Qi, Xiuquan organization: Chinese Academy of Agricultural Sciences – sequence: 5 givenname: Miaomiao surname: Lin fullname: Lin, Miaomiao organization: Chinese Academy of Agricultural Sciences – sequence: 6 givenname: Danny surname: Esselink fullname: Esselink, Danny organization: Wageningen University & Research – sequence: 7 givenname: Paul surname: Arens fullname: Arens, Paul organization: Wageningen University & Research – sequence: 8 givenname: Roeland E. surname: Voorrips fullname: Voorrips, Roeland E. organization: Wageningen University & Research – sequence: 9 givenname: Richard G.F. surname: Visser fullname: Visser, Richard G.F. organization: Wageningen University & Research – sequence: 10 givenname: Leiming surname: Sun fullname: Sun, Leiming organization: Chinese Academy of Agricultural Sciences – sequence: 11 givenname: Yunpeng surname: Zhong fullname: Zhong, Yunpeng organization: Chinese Academy of Agricultural Sciences – sequence: 12 givenname: Hong surname: Gu fullname: Gu, Hong organization: Chinese Academy of Agricultural Sciences – sequence: 13 givenname: Yukuo surname: Li fullname: Li, Yukuo organization: Chinese Academy of Agricultural Sciences – sequence: 14 givenname: Sikai surname: Li fullname: Li, Sikai organization: Chinese Academy of Agricultural Sciences – sequence: 15 givenname: Chris surname: Maliepaard fullname: Maliepaard, Chris email: chris.maliepaard@wur.nl organization: Wageningen University & Research – sequence: 16 givenname: Jinbao surname: Fang fullname: Fang, Jinbao email: fangjinbao@caas.cn organization: Chinese Academy of Agricultural Sciences |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/36333116$$D View this record in MEDLINE/PubMed |
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Keywords | QTL analysis genetic linkage map SNP array polyploid genetics kiwifruit |
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Kiwifruit (Actinidia spp) is a woody, perennial and deciduous vine. In this genus, there are multiple ploidy levels but the main cultivated cultivars... Kiwifruit ( Actinidia spp) is a woody, perennial and deciduous vine. In this genus, there are multiple ploidy levels but the main cultivated cultivars are... Kiwifruit (Actinidia spp) is a woody, perennial and deciduous vine. In this genus, there are multiple ploidy levels but the main cultivated cultivars are... |
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SubjectTerms | Actinidia Actinidia - genetics Actinidia arguta Actinidia chinensis Arrays Availability biotechnology chromosome mapping Chromosome Mapping - methods Cultivars data collection Deoxyribonucleic acid DNA DNA sequencing Efficiency Food quality Fruits Gene mapping Genetic analysis genetic linkage map genome Genomes genomics Genotype Genotypes Genotyping Germplasm Kiwifruit linkage groups loci Multidimensional scaling Plant Breeding Ploidy Polymorphism, Single Nucleotide - genetics polyploid genetics Polyploidy QTL analysis Quantitative trait loci single nucleotide polymorphism arrays Single-nucleotide polymorphism SNP array tetraploidy vines |
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Title | Development of a 135K SNP genotyping array for Actinidia arguta and its applications for genetic mapping and QTL analysis in kiwifruit |
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