1
|
Nishio S, Shirasawa K, Nishimura R, Takeuchi Y, Imai A, Mase N, Takada N. A self-compatible pear mutant derived from γ-irradiated pollen carries an 11-Mb duplication in chromosome 17. Front Plant Sci 2024; 15:1360185. [PMID: 38504898 PMCID: PMC10948449 DOI: 10.3389/fpls.2024.1360185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 02/13/2024] [Indexed: 03/21/2024]
Abstract
Self-compatibility is a highly desirable trait for pear breeding programs. Our breeding program previously developed a novel self-compatible pollen-part Japanese pear mutant (Pyrus pyrifolia Nakai), '415-1', by using γ-irradiated pollen. '415-1' carries the S-genotype S4dS5S5, with "d" indicating a duplication of S 5 responsible for breakdown of self-incompatibility. Until now, the size and inheritance of the duplicated segment was undetermined, and a reliable detection method was lacking. Here, we examined genome duplications and their inheritance in 140 F1 seedlings resulting from a cross between '515-20' (S1S3) and '415-1'. Amplicon sequencing of S-RNase and SFBB18 clearly detected S-haplotype duplications in the seedlings. Intriguingly, 30 partially triploid seedlings including genotypes S1S4dS5, S3S4dS5, S1S5dS5, S3S5dS5, and S3S4dS4 were detected among the 140 seedlings. Depth-of-coverage analysis using ddRAD-seq showed that the duplications in those individuals were limited to chromosome 17. Further analysis through resequencing confirmed an 11-Mb chromosome duplication spanning the middle to the end of chromosome 17. The duplicated segment remained consistent in size across generations. The presence of an S3S4dS4 seedling provided evidence for recombination between the duplicated S5 segment and the original S4haplotype, suggesting that the duplicated segment can pair with other parts of chromosome 17. This research provides valuable insights for improving pear breeding programs using partially triploid individuals.
Collapse
Affiliation(s)
- Sogo Nishio
- Deciduous Fruit Tree Breeding Group, Division of Fruit Tree Breeding Research, Institute of Fruit Tree and Tea Science, National Agriculture and Food Research Organization, Tsukuba, Japan
| | - Kenta Shirasawa
- Department of Frontier Research and Development, Kazusa DNA Research Institute, Kisarazu, Japan
| | - Ryotaro Nishimura
- Fruit Tree Smart Production Group, Division of Fruit Tree Production Research, Institute of Fruit Tree and Tea Science, National Agriculture and Food Research Organization, Higashihiroshima, Japan
| | - Yukie Takeuchi
- Deciduous Fruit Tree Breeding Group, Division of Fruit Tree Breeding Research, Institute of Fruit Tree and Tea Science, National Agriculture and Food Research Organization, Tsukuba, Japan
| | - Atsushi Imai
- Deciduous Fruit Tree Breeding Group, Division of Fruit Tree Breeding Research, Institute of Fruit Tree and Tea Science, National Agriculture and Food Research Organization, Tsukuba, Japan
| | - Nobuko Mase
- Citrus Breeding and Production Group, Division of Citrus Research, Institute of Fruit Tree and Tea Science, National Agriculture and Food Research Organization, Shizuoka, Japan
| | - Norio Takada
- Deciduous Fruit Tree Breeding Group, Division of Fruit Tree Breeding Research, Institute of Fruit Tree and Tea Science, National Agriculture and Food Research Organization, Tsukuba, Japan
| |
Collapse
|
2
|
Shi Y, Chen B, Kong S, Zeng Q, Li L, Liu B, Pu F, Xu P. Comparative genomics analysis and genome assembly integration with the recombination landscape contribute to Takifugu bimaculatus assembly refinement. Gene 2022; 849:146910. [PMID: 36167181 DOI: 10.1016/j.gene.2022.146910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 09/13/2022] [Accepted: 09/19/2022] [Indexed: 11/28/2022]
Abstract
Takifugu genus has been brought to the fore in scientific and practical research due to its compact genome, explosive speciation progress and economic value. Here we updated the chromosome-level genome of Takifugu bimaculatus by an ultra-high-density linkage map, a classic and accurate way of chromosome assembly. The map constituted a robust assembly frame, with 92.2% (372.77 Mb) of the draft genome cumulatively placed. With intraspecies and interspecies comparative genomic analysis, we developed a criterion to quantify the differences between assemblies and established a novel way to integrate information from multiple assemblies. The integrated assembly rectified potential mis-assemblies, greatly improving the genome contiguity and correctness. Our results rendered profound information on the genetic recombination of T. bimaculatus and provided new insights into effective genome assembly. The consolidated assembly will be a contributory tool of T. bimaculatus and broadly across the Takifugu by providing a convincing reference for genomic research.
Collapse
Affiliation(s)
- Yue Shi
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China; Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China
| | - Baohua Chen
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China; Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China
| | - Shengnan Kong
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China; Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China
| | - Qingmin Zeng
- Fisheries Research Institute of Fujian, Xiamen 361000, China
| | - Leibin Li
- Fisheries Research Institute of Fujian, Xiamen 361000, China
| | - Bo Liu
- Fisheries Research Institute of Fujian, Xiamen 361000, China
| | - Fei Pu
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China; Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China
| | - Peng Xu
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China; Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China.
| |
Collapse
|
3
|
Li J, Zhang M, Li X, Khan A, Kumar S, Allan AC, Lin-Wang K, Espley RV, Wang C, Wang R, Xue C, Yao G, Qin M, Sun M, Tegtmeier R, Liu H, Wei W, Ming M, Zhang S, Zhao K, Song B, Ni J, An J, Korban SS, Wu J. Pear genetics: Recent advances, new prospects, and a roadmap for the future. Hortic Res 2022; 9:uhab040. [PMID: 35031796 PMCID: PMC8778596 DOI: 10.1093/hr/uhab040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 08/23/2021] [Accepted: 08/25/2021] [Indexed: 06/14/2023]
Abstract
Pear, belonging to the genus Pyrus, is one of the most economically important temperate fruit crops. Pyrus is an important genus of the Rosaceae family, subfamily Maloideae, and has at least 22 different species with over 5000 accessions maintained or identified worldwide. With the release of draft whole-genome sequences for Pyrus, opportunities for pursuing studies on the evolution, domestication, and molecular breeding of pear, as well as for conducting comparative genomics analyses within the Rosaceae family, have been greatly expanded. In this review, we highlight key advances in pear genetics, genomics, and breeding driven by the availability of whole-genome sequences, including whole-genome resequencing efforts, pear domestication, and evolution. We cover updates on new resources for undertaking gene identification and molecular breeding, as well as for pursuing functional validation of genes associated with desirable economic traits. We also explore future directions for "pear-omics".
Collapse
Affiliation(s)
- Jiaming Li
- Center of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Mingyue Zhang
- State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai-An, Shandong 271018, China
| | - Xiaolong Li
- Center of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Awais Khan
- Plant Pathology & Plant-Microbe Biology Section, Cornell University, Geneva, NY 14456, USA
| | - Satish Kumar
- Hawke’s Bay Research Centre, The New Zealand Institute for Plant and Food Research Limited, Havelock North 4157, New Zealand
| | - Andrew Charles Allan
- The New Zealand Institute for Plant and Food Research Limited, Auckland 1142, New Zealand
| | - Kui Lin-Wang
- The New Zealand Institute for Plant and Food Research Limited, Auckland 1142, New Zealand
| | - Richard Victor Espley
- The New Zealand Institute for Plant and Food Research Limited, Auckland 1142, New Zealand
| | - Caihong Wang
- College of Horticulture, Qingdao Agricultural University, Qingdao, 266109, China
| | - Runze Wang
- Center of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Cheng Xue
- State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai-An, Shandong 271018, China
| | - Gaifang Yao
- School of Food and Biological Engineering, Hefei University of Technology, 230009 Hefei, China
| | - Mengfan Qin
- Center of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Manyi Sun
- Center of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Richard Tegtmeier
- Plant Pathology & Plant-Microbe Biology Section, Cornell University, Geneva, NY 14456, USA
| | - Hainan Liu
- Center of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Weilin Wei
- Center of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Meiling Ming
- Center of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Shaoling Zhang
- Center of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Kejiao Zhao
- Center of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Bobo Song
- Center of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Jiangping Ni
- Center of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Jianping An
- State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai-An, Shandong 271018, China
| | - Schuyler S Korban
- Department of Natural Resources & Environmental Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Jun Wu
- Center of Pear Engineering Technology Research, State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| |
Collapse
|
4
|
Quezada M, Amadeu RR, Vignale B, Cabrera D, Pritsch C, Garcia AAF. Construction of a High-Density Genetic Map of Acca sellowiana (Berg.) Burret, an Outcrossing Species, Based on Two Connected Mapping Populations. Front Plant Sci 2021; 12:626811. [PMID: 33708232 PMCID: PMC7940835 DOI: 10.3389/fpls.2021.626811] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 01/12/2021] [Indexed: 06/12/2023]
Abstract
Acca sellowiana, known as feijoa or pineapple guava, is a diploid, (2n = 2x = 22) outcrossing fruit tree species native to Uruguay and Brazil. The species stands out for its highly aromatic fruits, with nutraceutical and therapeutic value. Despite its promising agronomical value, genetic studies on this species are limited. Linkage genetic maps are valuable tools for genetic and genomic studies, and constitute essential tools in breeding programs to support the development of molecular breeding strategies. A high-density composite genetic linkage map of A. sellowiana was constructed using two genetically connected populations: H5 (TCO × BR, N = 160) and H6 (TCO × DP, N = 184). Genotyping by sequencing (GBS) approach was successfully applied for developing single nucleotide polymorphism (SNP) markers. A total of 4,921 SNP markers were identified using the reference genome of the closely related species Eucalyptus grandis, whereas other 4,656 SNPs were discovered using a de novo pipeline. The individual H5 and H6 maps comprised 1,236 and 1,302 markers distributed over the expected 11 linkage groups, respectively. These two maps spanned a map length of 1,593 and 1,572 cM, with an average inter-marker distance of 1.29 and 1.21 cM, respectively. A large proportion of markers were common to both maps and showed a high degree of collinearity. The composite map consisted of 1,897 SNPs markers with a total map length of 1,314 cM and an average inter-marker distance of 0.69. A novel approach for the construction of composite maps where the meiosis information of individuals of two connected populations is captured in a single estimator is described. A high-density, accurate composite map based on a consensus ordering of markers provides a valuable contribution for future genetic research and breeding efforts in A. sellowiana. A novel mapping approach based on an estimation of multipopulation recombination fraction described here may be applied in the construction of dense composite genetic maps for any other outcrossing diploid species.
Collapse
Affiliation(s)
- Marianella Quezada
- Laboratorio de Biotecnología, Departamento de Biología Vegetal, Facultad de Agronomía, Universidad de la República, Montevideo, Uruguay
| | - Rodrigo Rampazo Amadeu
- Laboratório de Genética Estatística, Departamento de Genética, Escola Superior de Agricultura “Luiz de Queiroz”, Universidade de São Paulo, Piracicaba, Brazil
| | - Beatriz Vignale
- Mejoramiento Genético, Departamento de Producción Vegetal, Estación Experimental de la Facultad de Agronomía, Universidad de la República, Salto, Uruguay
| | - Danilo Cabrera
- Programa de Investigación en Producción Fruticola, Instituto Nacional de Investigación Agropecuaria (INIA), Estación Experimental “Wilson Ferreira Aldunate”, Canelones, Uruguay
| | - Clara Pritsch
- Laboratorio de Biotecnología, Departamento de Biología Vegetal, Facultad de Agronomía, Universidad de la República, Montevideo, Uruguay
| | - Antonio Augusto Franco Garcia
- Laboratório de Genética Estatística, Departamento de Genética, Escola Superior de Agricultura “Luiz de Queiroz”, Universidade de São Paulo, Piracicaba, Brazil
| |
Collapse
|
5
|
Kumar S, Deng CH, Hunt M, Kirk C, Wiedow C, Rowan D, Wu J, Brewer L. Homozygosity Mapping Reveals Population History and Trait Architecture in Self-Incompatible Pear ( Pyrus spp.). Front Plant Sci 2021; 11:590846. [PMID: 33469460 PMCID: PMC7813798 DOI: 10.3389/fpls.2020.590846] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 12/04/2020] [Indexed: 06/12/2023]
Abstract
Runs of homozygosity (ROH) have been widely used to study population history and trait architecture in humans and livestock species, but their application in self-incompatible plants has not been reported. The distributions of ROH in 199 accessions representing Asian pears (45), European pears (109), and interspecific hybrids (45) were investigated using genotyping-by-sequencing in this study. Fruit phenotypes including fruit weight, firmness, Brix, titratable acidity, and flavor volatiles were measured for genotype-phenotype analyses. The average number of ROH and the average total genomic length of ROH were 6 and 11 Mb, respectively, in Asian accessions, and 13 and 30 Mb, respectively, in European accessions. Significant associations between genomic inbreeding coefficients (FROH) and phenotypes were observed for 23 out of 32 traits analyzed. An overlap between ROH islands and significant markers from genome-wide association analyses was observed. Previously published quantitative trait loci for fruit traits and disease resistances also overlapped with some of the ROH islands. A prominent ROH island at the bottom of linkage group 17 overlapped with a recombination-supressed genomic region harboring the self-incompatibility locus. The observed ROH patterns suggested that systematic breeding of European pears would have started earlier than of Asian pears. Our research suggest that FROH would serve as a novel tool for managing inbreeding in gene-banks of self-incompatible plant species. ROH mapping provides a complementary strategy to unravel the genetic architecture of complex traits, and to evaluate differential selection in outbred plants. This seminal work would provide foundation for the ROH research in self-incompatible plants.
Collapse
Affiliation(s)
- Satish Kumar
- Hawke’s Bay Research Centre, The New Zealand Institute for Plant and Food Research Limited, Havelock North, New Zealand
| | - Cecilia Hong Deng
- Mount Albert Research Centre, The New Zealand Institute for Plant and Food Research Limited, Auckland, New Zealand
| | - Martin Hunt
- Palmerston North Research Centre, The New Zealand Institute for Plant and Food Research Limited, Palmerston North, New Zealand
| | - Chris Kirk
- Palmerston North Research Centre, The New Zealand Institute for Plant and Food Research Limited, Palmerston North, New Zealand
| | - Claudia Wiedow
- Palmerston North Research Centre, The New Zealand Institute for Plant and Food Research Limited, Palmerston North, New Zealand
| | - Daryl Rowan
- Palmerston North Research Centre, The New Zealand Institute for Plant and Food Research Limited, Palmerston North, New Zealand
| | - Jun Wu
- Centre of Pear Engineering Technology Research, Nanjing Agricultural University, Nanjing, China
| | - Lester Brewer
- Motueka Research Centre, The New Zealand Institute for Plant and Food Research Limited, Motueka, New Zealand
| |
Collapse
|
6
|
Yu L, Ma X, Deng B, Yue J, Ming R. Construction of high-density genetic maps defined sex determination region of the Y chromosome in spinach. Mol Genet Genomics 2021; 296:41-53. [PMID: 32955620 DOI: 10.1007/s00438-020-01723-1724] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 09/04/2020] [Indexed: 05/18/2023]
Abstract
Spinach (Spinacia olracea L.) is a dioecious leafy vegetable with a highly repetitive genome of around 990 Mb, which is challenging for de-novo genome assembly. In our study, a segregating F1 (double pseudo-testcross) population from 'Viroflay' × 'Cornell-NO. 9' was used for genetic mapping by resequencing genotyping. In the paternal 'Cornell-NO. 9' map, 212,414 SNPs were mapped, and the total linkage distance was 476.83 cM; the maternal 'Viroflay' map included 29,282 SNPs with 401.28 cM total genetic distance. Both paternal and maternal maps have the expected number of six linkage groups (LGs). A non-recombining region with 5678 SNPs (39 bin markers) co-segregates with sex type which located at 45.2 cM of LG1 in the 'Cornell-NO. 9' map while indicates the sex determination region (SDR). Integration of two maps into a consensus map guided us to anchor additional 1242 contigs to six pseudomolecules from the published reference genome, which improved additional 233 Mb (23.4%) assembly based on spinach estimated genome size. Particularly, the X counterpart of SDR in our assembly is estimated around 18.4 Mb which locates at the largest chromosome, as consensus with sex-biased FISH signals from previous cytogenetics studies. The region is featured by reduced gene density, higher percentage of repetitive sequences, and no recombination. Our linkage maps provide the resource for improving spinach genome de-novo assembly and identification of sex-determining genes in spinach.
Collapse
Affiliation(s)
- Li'ang Yu
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | - Xiaokai Ma
- Center for Genomics and Biotechnology, Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China
| | - Ban Deng
- Center for Genomics and Biotechnology, Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China
| | - Jingjing Yue
- Center for Genomics and Biotechnology, Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China
| | - Ray Ming
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA.
- Center for Genomics and Biotechnology, Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Fujian Agriculture and Forestry University, Fuzhou, 350002, Fujian, China.
| |
Collapse
|
7
|
Luo X, Xu L, Wang Y, Dong J, Chen Y, Tang M, Fan L, Zhu Y, Liu L. An ultra-high-density genetic map provides insights into genome synteny, recombination landscape and taproot skin colour in radish (Raphanus sativus L.). Plant Biotechnol J 2020; 18:274-286. [PMID: 31218798 PMCID: PMC6920339 DOI: 10.1111/pbi.13195] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 05/30/2019] [Accepted: 06/11/2019] [Indexed: 05/19/2023]
Abstract
High-density genetic map is a valuable tool for exploring novel genomic information, quantitative trait locus (QTL) mapping and gene discovery of economically agronomic traits in plant species. However, high-resolution genetic map applied to tag QTLs associated with important traits and to investigate genomic features underlying recombination landscape in radish (Raphanus sativus) remains largely unexplored. In this study, an ultra-high-density genetic map with 378 738 SNPs covering 1306.8 cM in nine radish linkage groups (LGs) was developed by a whole-genome sequencing-based approach. A total of 18 QTLs for 11 horticulture traits were detected. The map-based cloning data indicated that the R2R3-MYB transcription factor RsMYB90 was a crucial candidate gene determining the taproot skin colour. Comparative genomics analysis among radish, Brassica rapa and B. oleracea genome revealed several genomic rearrangements existed in the radish genome. The highly uneven distribution of recombination was observed across the nine radish chromosomes. Totally, 504 recombination hot regions (RHRs) were enriched near gene promoters and terminators. The recombination rate in RHRs was positively correlated with the density of SNPs and gene, and GC content, respectively. Functional annotation indicated that genes within RHRs were mainly involved in metabolic process and binding. Three QTLs for three traits were found in the RHRs. The results provide novel insights into the radish genome evolution and recombination landscape, and facilitate the development of effective strategies for molecular breeding by targeting and dissecting important traits in radish.
Collapse
Affiliation(s)
- Xiaobo Luo
- National Key Laboratory of Crop Genetics and Germplasm EnhancementKey Laboratory of Horticultural Crop Biology and Genetic Improvement (East China) of MOA, College of HorticultureNanjing Agricultural UniversityNanjingChina
- Guizhou Institute of BiotechnologyGuizhou Academy of Agricultural SciencesGuiyangChina
| | | | - Yan Wang
- National Key Laboratory of Crop Genetics and Germplasm EnhancementKey Laboratory of Horticultural Crop Biology and Genetic Improvement (East China) of MOA, College of HorticultureNanjing Agricultural UniversityNanjingChina
| | - Junhui Dong
- National Key Laboratory of Crop Genetics and Germplasm EnhancementKey Laboratory of Horticultural Crop Biology and Genetic Improvement (East China) of MOA, College of HorticultureNanjing Agricultural UniversityNanjingChina
| | - Yinglong Chen
- The UWA Institute of Agriculture, and School of Agriculture and EnvironmentThe University of Western AustraliaPerthWAAustralia
| | - Mingjia Tang
- National Key Laboratory of Crop Genetics and Germplasm EnhancementKey Laboratory of Horticultural Crop Biology and Genetic Improvement (East China) of MOA, College of HorticultureNanjing Agricultural UniversityNanjingChina
| | - Lianxue Fan
- National Key Laboratory of Crop Genetics and Germplasm EnhancementKey Laboratory of Horticultural Crop Biology and Genetic Improvement (East China) of MOA, College of HorticultureNanjing Agricultural UniversityNanjingChina
| | - Yuelin Zhu
- National Key Laboratory of Crop Genetics and Germplasm EnhancementKey Laboratory of Horticultural Crop Biology and Genetic Improvement (East China) of MOA, College of HorticultureNanjing Agricultural UniversityNanjingChina
| | - Liwang Liu
- National Key Laboratory of Crop Genetics and Germplasm EnhancementKey Laboratory of Horticultural Crop Biology and Genetic Improvement (East China) of MOA, College of HorticultureNanjing Agricultural UniversityNanjingChina
| |
Collapse
|
8
|
Li X, Singh J, Qin M, Li S, Zhang X, Zhang M, Khan A, Zhang S, Wu J. Development of an integrated 200K SNP genotyping array and application for genetic mapping, genome assembly improvement and genome wide association studies in pear (Pyrus). Plant Biotechnol J 2019; 17:1582-1594. [PMID: 30690857 PMCID: PMC6662108 DOI: 10.1111/pbi.13085] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Revised: 01/21/2019] [Accepted: 01/23/2019] [Indexed: 05/06/2023]
Abstract
Pear (Pyrus; 2n = 34), the third most important temperate fruit crop, has great nutritional and economic value. Despite the availability of many genomic resources in pear, it is challenging to genotype novel germplasm resources and breeding progeny in a timely and cost-effective manner. Genotyping arrays can provide fast, efficient and high-throughput genetic characterization of diverse germplasm, genetic mapping and breeding populations. We present here 200K AXIOM® PyrSNP, a large-scale single nucleotide polymorphism (SNP) genotyping array to facilitate genotyping of Pyrus species. A diverse panel of 113 re-sequenced pear genotypes was used to discover SNPs to promote increased adoption of the array. A set of 188 diverse accessions and an F1 population of 98 individuals from 'Cuiguan' × 'Starkrimson' was genotyped with the array to assess its effectiveness. A large majority of SNPs (166 335 or 83%) are of high quality. The high density and uniform distribution of the array SNPs facilitated prediction of centromeric regions on 17 pear chromosomes, and significantly improved the genome assembly from 75.5% to 81.4% based on genetic mapping. Identification of a gene associated with flowering time and candidate genes linked to size of fruit core via genome wide association studies showed the usefulness of the array in pear genetic research. The newly developed high-density SNP array presents an important tool for rapid and high-throughput genotyping in pear for genetic map construction, QTL identification and genomic selection.
Collapse
Affiliation(s)
- Xiaolong Li
- Centre of Pear Engineering Technology ResearchState Key Laboratory of Crop Genetics and Germplasm EnhancementNanjing Agricultural UniversityNanjingChina
| | - Jugpreet Singh
- Plant Pathology and Plant‐Microbe Biology SectionCornell UniversityGenevaNYUSA
| | - Mengfan Qin
- Centre of Pear Engineering Technology ResearchState Key Laboratory of Crop Genetics and Germplasm EnhancementNanjing Agricultural UniversityNanjingChina
| | - Siwei Li
- Centre of Pear Engineering Technology ResearchState Key Laboratory of Crop Genetics and Germplasm EnhancementNanjing Agricultural UniversityNanjingChina
| | - Xun Zhang
- Centre of Pear Engineering Technology ResearchState Key Laboratory of Crop Genetics and Germplasm EnhancementNanjing Agricultural UniversityNanjingChina
| | - Mingyue Zhang
- Centre of Pear Engineering Technology ResearchState Key Laboratory of Crop Genetics and Germplasm EnhancementNanjing Agricultural UniversityNanjingChina
| | - Awais Khan
- Plant Pathology and Plant‐Microbe Biology SectionCornell UniversityGenevaNYUSA
| | - Shaoling Zhang
- Centre of Pear Engineering Technology ResearchState Key Laboratory of Crop Genetics and Germplasm EnhancementNanjing Agricultural UniversityNanjingChina
| | - Jun Wu
- Centre of Pear Engineering Technology ResearchState Key Laboratory of Crop Genetics and Germplasm EnhancementNanjing Agricultural UniversityNanjingChina
| |
Collapse
|
9
|
Montanari S, Bianco L, Allen BJ, Martínez-García PJ, Bassil NV, Postman J, Knäbel M, Kitson B, Deng CH, Chagné D, Crepeau MW, Langley CH, Evans K, Dhingra A, Troggio M, Neale DB. Development of a highly efficient Axiom™ 70 K SNP array for Pyrus and evaluation for high-density mapping and germplasm characterization. BMC Genomics 2019; 20:331. [PMID: 31046664 PMCID: PMC6498479 DOI: 10.1186/s12864-019-5712-3] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Accepted: 04/17/2019] [Indexed: 12/20/2022] Open
Abstract
Background Both a source of diversity and the development of genomic tools, such as reference genomes and molecular markers, are equally important to enable faster progress in plant breeding. Pear (Pyrus spp.) lags far behind other fruit and nut crops in terms of employment of available genetic resources for new cultivar development. To address this gap, we designed a high-density, high-efficiency and robust single nucleotide polymorphism (SNP) array for pear, with the main objectives of conducting genetic diversity and genome-wide association studies. Results By applying a two-step design process, which consisted of the construction of a first ‘draft’ array for the screening of a small subset of samples, we were able to identify the most robust and informative SNPs to include in the Applied Biosystems™ Axiom™ Pear 70 K Genotyping Array, currently the densest SNP array for pear. Preliminary evaluation of this 70 K array in 1416 diverse pear accessions from the USDA National Clonal Germplasm Repository (NCGR) in Corvallis, OR identified 66,616 SNPs (93% of all the tiled SNPs) as high quality and polymorphic (PolyHighResolution). We further used the Axiom Pear 70 K Genotyping Array to construct high-density linkage maps in a bi-parental population, and to make a direct comparison with available genotyping-by-sequencing (GBS) data, which suggested that the SNP array is a more robust method of screening for SNPs than restriction enzyme reduced representation sequence-based genotyping. Conclusions The Axiom Pear 70 K Genotyping Array, with its high efficiency in a widely diverse panel of Pyrus species and cultivars, represents a valuable resource for a multitude of molecular studies in pear. The characterization of the USDA-NCGR collection with this array will provide important information for pear geneticists and breeders, as well as for the optimization of conservation strategies for Pyrus. Electronic supplementary material The online version of this article (10.1186/s12864-019-5712-3) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Sara Montanari
- Department of Plant Sciences, University of California, Davis, CA, USA.
| | - Luca Bianco
- Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Trento, Italy
| | - Brian J Allen
- Department of Plant Sciences, University of California, Davis, CA, USA
| | | | - Nahla V Bassil
- USDA Agricultural Research Service, National Clonal Germplasm Repository, Corvallis, OR, USA
| | - Joseph Postman
- USDA Agricultural Research Service, National Clonal Germplasm Repository, Corvallis, OR, USA
| | - Mareike Knäbel
- Palmerston North Research Centre, The New Zealand Institute for Plant & Food Research Limited (PFR), Palmerston North, New Zealand
| | - Biff Kitson
- Motueka Research Centre, The New Zealand Institute for Plant & Food Research Limited (PFR), Motueka, New Zealand
| | - Cecilia H Deng
- Auckland Research Centre, The New Zealand Institute for Plant & Food Research Limited (PFR), Auckland, New Zealand
| | - David Chagné
- Palmerston North Research Centre, The New Zealand Institute for Plant & Food Research Limited (PFR), Palmerston North, New Zealand
| | - Marc W Crepeau
- Department of Evolution and Ecology, University of California, Davis, CA, USA
| | - Charles H Langley
- Department of Evolution and Ecology, University of California, Davis, CA, USA
| | - Kate Evans
- Tree Fruit Research and Extension Center, Washington State University, Wenatchee, WA, USA
| | - Amit Dhingra
- Department of Horticulture, Washington State University, Pullman, WA, USA
| | - Michela Troggio
- Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Trento, Italy
| | - David B Neale
- Department of Plant Sciences, University of California, Davis, CA, USA
| |
Collapse
|
10
|
Kumar S, Kirk C, Deng CH, Wiedow C, Qin M, Espley R, Wu J, Brewer L. Fine-mapping and validation of the genomic region underpinning pear red skin colour. Hortic Res 2019; 6:29. [PMID: 30651990 PMCID: PMC6331550 DOI: 10.1038/s41438-018-0112-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 11/08/2018] [Accepted: 11/15/2018] [Indexed: 05/07/2023]
Abstract
Red skin colour is an important target trait in various pear breeding programmes. In this study, the genetic control of red skin colour was investigated in an interspecific population derived using the descendants of the red sport European pear cultivar 'Max Red Bartlett' (MRB) and the red-blushed Chinese pear cultivar 'Huobali'. Approximately 550 seedlings from nine families were phenotyped for red skin over-colour coverage (Ocolcov) and the intensity of red over-colour (Ocolint) on a 0-9 scale, and genotyped using genotyping-by-sequencing. Genome-wide association analyses were conducted using 7500 high-quality single nucleotide polymorphisms (SNPs). Genomic regions on linkage groups (LG) 4 and 5 were found to be associated, and the best SNP (S578_25116) on LG4 accounted for ~15% of phenotypic variation in Ocolcov and Ocolint. The association of S578_25116 with Ocolcov and Ocolint was successfully validated in a sample of ~200 European and Asian pear accessions. The association with red skin at locus S578_25116 was not present in Asian pear accessions, suggesting its close proximity to the MRB's Cardinal gene. Several putative candidate genes, including MYB transcription factors (PCP027962 and PCP027967), were identified in the quantitative trait locus region on LG4 and await functional validation.
Collapse
Affiliation(s)
- Satish Kumar
- The New Zealand Institute for Plant and Food Research Limited, Hawkes Bay Research Centre, Havelock North, New Zealand
| | - Chris Kirk
- The New Zealand Institute for Plant and Food Research Limited, Palmerston North Research Centre, Palmerston North, New Zealand
| | - Cecilia Hong Deng
- The New Zealand Institute for Plant and Food Research Limited, Mount Albert Research Centre, Auckland, New Zealand
| | - Claudia Wiedow
- The New Zealand Institute for Plant and Food Research Limited, Palmerston North Research Centre, Palmerston North, New Zealand
| | - Mengfan Qin
- Centre of Pear Engineering Technology Research, Nanjing Agricultural University, 210095 Nanjing, China
| | - Richard Espley
- The New Zealand Institute for Plant and Food Research Limited, Mount Albert Research Centre, Auckland, New Zealand
| | - Jun Wu
- Centre of Pear Engineering Technology Research, Nanjing Agricultural University, 210095 Nanjing, China
| | - Lester Brewer
- The New Zealand Institute for Plant and Food Research Limited, Motueka Research Centre, Motueka, New Zealand
| |
Collapse
|
11
|
Carrasco B, González M, Gebauer M, García-González R, Maldonado J, Silva H. Construction of a highly saturated linkage map in Japanese plum (Prunus salicina L.) using GBS for SNP marker calling. PLoS One 2018; 13:e0208032. [PMID: 30507961 PMCID: PMC6277071 DOI: 10.1371/journal.pone.0208032] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Accepted: 11/09/2018] [Indexed: 11/19/2022] Open
Abstract
This study reports the construction of high density linkage maps of Japanese plum (Prunus salicina Lindl.) using single nucleotide polymorphism markers (SNPs), obtained with a GBS strategy. The mapping population (An x Au) was obtained by crossing cv. "Angeleno" (An) as maternal line and cv. "Aurora" (Au) as the pollen donor. A total of 49,826 SNPs were identified using the peach genome V2.1 as a reference. Then a stringent filtering was carried out, which revealed 1,441 high quality SNPs in 137 An x Au offspring, which were mapped in eight linkage groups. Finally, the consensus map was built using 732 SNPs which spanned 617 cM with an average of 0.96 cM between adjacent markers. The majority of the SNPs were distributed in the intragenic region in all the linkage groups. Considering all linkage groups together, 85.6% of the SNPs were located in intragenic regions and only 14.4% were located in intergenic regions. The genetic linkage analysis was able to co-localize two to three SNPs over 37 putative orthologous genes in eight linkage groups in the Japanese plum map. These results indicate a high level of synteny and collinearity between Japanese plum and peach genomes.
Collapse
Affiliation(s)
- Basilio Carrasco
- Pontificia Universidad Católica de Chile, Facultad de Agronomía e Ingeniería Forestal, Departamento de Ciencias Vegetales, Macul, Santiago, Chile
| | - Máximo González
- Pontificia Universidad Católica de Chile, Facultad de Agronomía e Ingeniería Forestal, Departamento de Ciencias Vegetales, Macul, Santiago, Chile
| | - Marlene Gebauer
- Pontificia Universidad Católica de Chile, Facultad de Agronomía e Ingeniería Forestal, Departamento de Ciencias Vegetales, Macul, Santiago, Chile
| | - Rolando García-González
- Sociedad BioTECNOS Ltda, R&D Department Camino a Pangal Km 2 1/2, San Javier, Región del Maule, Chile
- Facultad de Ciencias Agrarias y Forestales, Centro de Biotecnología de los Recursos Naturales (CENBio), Universidad Católica del Maule, Talca, Chile
| | - Jonathan Maldonado
- Universidad de Chile, Facultad de Ciencias Agronómicas, Departamento de Producción Agrícola, Laboratorio de Genómica Funcional & Bioinformática, La Pintana, Santiago, Chile
| | - Herman Silva
- Universidad de Chile, Facultad de Ciencias Agronómicas, Departamento de Producción Agrícola, Laboratorio de Genómica Funcional & Bioinformática, La Pintana, Santiago, Chile
| |
Collapse
|
12
|
Xue H, Wang S, Yao JL, Deng CH, Wang L, Su Y, Zhang H, Zhou H, Sun M, Li X, Yang J. Chromosome level high-density integrated genetic maps improve the Pyrus bretschneideri 'DangshanSuli' v1.0 genome. BMC Genomics 2018; 19:833. [PMID: 30463521 PMCID: PMC6249763 DOI: 10.1186/s12864-018-5224-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2018] [Accepted: 11/06/2018] [Indexed: 01/23/2023] Open
Abstract
Background Chromosomal level reference genomes provide a crucial foundation for genomics research such as genome-wide association studies (GWAS) and whole genome selection. The chromosomal-level sequences of both the European (Pyrus communis) and Chinese (P. bretschneideri) pear genomes have not been published in public databases so far. Results To anchor the scaffolds of P. bretschneideri ‘DangshanSuli’ (DS) v1.0 genome into pseudo-chromosomes, two genetic maps (MH and YM maps) were constructed using half sibling populations of Chinese pear crosses, ‘Mantianhong’ (MTH) × ‘Hongxiangsu’ (HXS) and ‘Yuluxiang’ (YLX) × MTH, from 345 and 162 seedlings, respectively, which were prepared for SNP discovery using genotyping-by-sequencing (GBS) technology. The MH and YM maps, each with 17 linkage groups (LGs), were constructed from 2606 and 2489 SNP markers and spanned 1847 and 1668 cM, respectively, with average marker intervals of 0.7. The two maps were further merged with a previously published genetic map (BD) based on the cross ‘Bayuehong’ (BYH) × ‘Dangshansuli’ (DS) to build a new integrated MH-YM-BD map. By using 7757 markers located on the integrated MH-YM-BD map, 898 scaffolds (400.57 Mb) of the DS v1.0 assembly were successfully anchored into 17 pseudo-chromosomes, accounting for 78.8% of the assembled genome size. About 88.31% of them (793 scaffolds) were directionally anchored with two or more markers on the pseudo-chromosomes. Furthermore, the errors in each pseudo-chromosome (especially 1, 5, 7 and 11) were manually corrected and pseudo-chromosomes 1, 5 and 7 were extended by adding 19, 12 and 14 scaffolds respectively in the newly constructed DS v1.1 genome. Synteny analyses revealed that the DS v1.1 genome had high collinearity with the apple genome, and the homologous fragments between pseudo-chromosomes were similar to those found in previous studies. Moreover, the red-skin trait of Asian pear was mapped to an identical locus as identified previously. Conclusions The accuracy of DS v1.1 genome was improved by using larger mapping populations and merged genetic map. With more than 400 MB anchored to 17 pseudo-chromosomes, the new DS v1.1 genome provides a critical tool that is essential for studies of pear genetics, genomics and molecular breeding. Electronic supplementary material The online version of this article (10.1186/s12864-018-5224-6) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Huabai Xue
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Key Laboratory of Fruit Breeding Technology of Ministry of Agriculture, Zhengzhou, 450009, China
| | - Suke Wang
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Key Laboratory of Fruit Breeding Technology of Ministry of Agriculture, Zhengzhou, 450009, China
| | - Jia-Long Yao
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Key Laboratory of Fruit Breeding Technology of Ministry of Agriculture, Zhengzhou, 450009, China.,The New Zealand Institute for Plant and Food Research Limited, Auckland, 1025, New Zealand
| | - Cecilia H Deng
- The New Zealand Institute for Plant and Food Research Limited, Auckland, 1025, New Zealand
| | - Long Wang
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Key Laboratory of Fruit Breeding Technology of Ministry of Agriculture, Zhengzhou, 450009, China
| | - Yanli Su
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Key Laboratory of Fruit Breeding Technology of Ministry of Agriculture, Zhengzhou, 450009, China
| | - Huirong Zhang
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Key Laboratory of Fruit Breeding Technology of Ministry of Agriculture, Zhengzhou, 450009, China
| | - Huangkai Zhou
- Guangzhou Gene Denovo Biotechnology Co., Ltd, Guangzhou, 510320, China
| | - Minshan Sun
- Guangzhou Gene Denovo Biotechnology Co., Ltd, Guangzhou, 510320, China
| | - Xiugen Li
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Key Laboratory of Fruit Breeding Technology of Ministry of Agriculture, Zhengzhou, 450009, China.
| | - Jian Yang
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Key Laboratory of Fruit Breeding Technology of Ministry of Agriculture, Zhengzhou, 450009, China.
| |
Collapse
|
13
|
da Silva Linge C, Antanaviciute L, Abdelghafar A, Arús P, Bassi D, Rossini L, Ficklin S, Gasic K. High-density multi-population consensus genetic linkage map for peach. PLoS One 2018; 13:e0207724. [PMID: 30462743 PMCID: PMC6248993 DOI: 10.1371/journal.pone.0207724] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Accepted: 11/04/2018] [Indexed: 11/19/2022] Open
Abstract
Highly saturated genetic linkage maps are extremely helpful to breeders and are an essential prerequisite for many biological applications such as the identification of marker-trait associations, mapping quantitative trait loci (QTL), candidate gene identification, development of molecular markers for marker-assisted selection (MAS) and comparative genetic studies. Several high-density genetic maps, constructed using the 9K SNP peach array, are available for peach. However, each of these maps is based on a single mapping population and has limited use for QTL discovery and comparative studies. A consensus genetic linkage map developed from multiple populations provides not only a higher marker density and a greater genome coverage when compared to the individual maps, but also serves as a valuable tool for estimating genetic positions of unmapped markers. In this study, a previously developed linkage map from the cross between two peach cultivars 'Zin Dai' and 'Crimson Lady' (ZC2) was improved by genotyping additional progenies. In addition, a peach consensus map was developed based on the combination of the improved ZC2 genetic linkage map with three existing high-density genetic maps of peach and a reference map of Prunus. A total of 1,476 SNPs representing 351 unique marker positions were mapped across eight linkage groups on the ZC2 genetic map. The ZC2 linkage map spans 483.3 cM with an average distance between markers of 1.38 cM/marker. The MergeMap and LPmerge tools were used for the construction of a consensus map based on markers shared across five genetic linkage maps. The consensus linkage map contains a total of 3,092 molecular markers, consisting of 2,975 SNPs, 116 SSRs and 1 morphological marker associated with slow ripening in peach (SR). The consensus map provides valuable information on marker order and genetic position for QTL identification in peach and other genetic studies within Prunus and Rosaceae.
Collapse
Affiliation(s)
- Cassia da Silva Linge
- Clemson University, Department of Plant and Environmental Sciences, Clemson, SC, United States of America
| | - Laima Antanaviciute
- Clemson University, Department of Plant and Environmental Sciences, Clemson, SC, United States of America
| | - Asma Abdelghafar
- Clemson University, Department of Plant and Environmental Sciences, Clemson, SC, United States of America
| | - Pere Arús
- Institut de Recerca i Tecnologia Agroalimentàries (IRTA), Centre de Recerca en Agrigenòmica Consejo Superior de Investigaciones Científicas (CSIC)-IRTA–Universitat Autònoma de Barcelona (UAB)–University of Barcelona (UB), Campus UAB, Bellaterra (Cerdanyola del Vallès), Barcelona, Spain
| | - Daniele Bassi
- Università degli Studi di Milano, Department of Agricultural and Environmental Sciences–Production, Landscape, Agroenergy, Milan, Italy
| | - Laura Rossini
- Università degli Studi di Milano, Department of Agricultural and Environmental Sciences–Production, Landscape, Agroenergy, Milan, Italy
| | - Stephen Ficklin
- Washington State University, Department of Horticulture, Pullman, WA, United States of America
| | - Ksenija Gasic
- Clemson University, Department of Plant and Environmental Sciences, Clemson, SC, United States of America
- * E-mail:
| |
Collapse
|
14
|
Gabay G, Dahan Y, Izhaki Y, Faigenboim A, Ben-Ari G, Elkind Y, Flaishman MA. High-resolution genetic linkage map of European pear (Pyrus communis) and QTL fine-mapping of vegetative budbreak time. BMC Plant Biol 2018; 18:175. [PMID: 30165824 PMCID: PMC6117884 DOI: 10.1186/s12870-018-1386-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 08/07/2018] [Indexed: 05/20/2023]
Abstract
BACKGROUND Genomic analysis technologies can promote efficient fruit tree breeding. Genotyping by sequencing (GBS) enables generating efficient data for high-quality genetic map construction and QTL analysis in a relatively accessible way. Furthermore, High-resolution genetic map construction and accurate QTL detection can significantly narrow down the putative candidate genes associated with important plant traits. RESULTS We genotyped 162 offspring in the F1 'Spadona' x 'Harrow Sweet' pear population using GBS. An additional 21 pear accessions, including the F1 population's parents, from our germplasm collection were subjected to GBS to examine diverse genetic backgrounds that are associated to agriculturally relevant traits and to enhance the power of SNP calling. A standard SNP calling pipeline identified 206,971 SNPs with Asian pear ('Suli') as the reference genome and 148,622 SNPs with the European genome ('Bartlett'). These results enabled constructing a genetic map, after further stringent SNP filtering, consisting of 2036 markers on 17 linkage groups with a length of 1433 cM and an average marker interval of 0.7 cM. We aligned 1030 scaffolds covering a total size of 165.5 Mbp (29%) of the European pear genome to the 17 linkage groups. For high-resolution QTL analysis covering the whole genome, we used phenotyping for vegetative budbreak time in the F1 population. New QTLs associated to vegetative budbreak time were detected on linkage groups 5, 13 and 15. A major QTL on linkage group 8 and an additional QTL on linkage group 9 were confirmed. Due to the significant genotype-by-environment (GxE) effect, we were able to identify novel interaction QTLs on linkage groups 5, 8, 9 and 17. Phenotype-genotype association analysis in the pear accessions for main genotype effect was conducted to support the QTLs detected in the F1 population. Significant markers were detected on every linkage group to which main genotype effect QTLs were mapped. CONCLUSIONS This is the first vegetative budbreak study of European pear that makes use of high-resolution genetic mapping. These results provide tools for marker-assisted selection and accurate QTL analysis in pear, and specifically at vegetative budbreak, considering the significant GxE and phenotype-plasticity effects.
Collapse
Affiliation(s)
- Gilad Gabay
- Institute of Plant Sciences, Volcani Research Center, Derech Hamacabim 68, P.O. Box 15159, Rishon Lezion, Israel
- The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, Faculty of Agriculture, Food and Environment, the Hebrew University of Jerusalem, P.O. Box 12, 76100, Rehovot, Israel
| | - Yardena Dahan
- Institute of Plant Sciences, Volcani Research Center, Derech Hamacabim 68, P.O. Box 15159, Rishon Lezion, Israel
| | - Yacov Izhaki
- Institute of Plant Sciences, Volcani Research Center, Derech Hamacabim 68, P.O. Box 15159, Rishon Lezion, Israel
| | - Adi Faigenboim
- Institute of Plant Sciences, Volcani Research Center, Derech Hamacabim 68, P.O. Box 15159, Rishon Lezion, Israel
| | - Giora Ben-Ari
- Institute of Plant Sciences, Volcani Research Center, Derech Hamacabim 68, P.O. Box 15159, Rishon Lezion, Israel
| | - Yonatan Elkind
- The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, Faculty of Agriculture, Food and Environment, the Hebrew University of Jerusalem, P.O. Box 12, 76100, Rehovot, Israel
| | - Moshe A Flaishman
- Institute of Plant Sciences, Volcani Research Center, Derech Hamacabim 68, P.O. Box 15159, Rishon Lezion, Israel.
| |
Collapse
|
15
|
Kumar S, Kirk C, Deng C, Wiedow C, Knaebel M, Brewer L. Genotyping-by-sequencing of pear ( Pyrus spp.) accessions unravels novel patterns of genetic diversity and selection footprints. Hortic Res 2017; 4:17015. [PMID: 28451438 PMCID: PMC5389204 DOI: 10.1038/hortres.2017.15] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Revised: 02/22/2017] [Accepted: 02/22/2017] [Indexed: 05/06/2023]
Abstract
Understanding of genetic diversity and marker-trait relationships in pears (Pyrus spp.) forms an important part of gene conservation and cultivar breeding. Accessions of Asian and European pear species, and interspecific hybrids were planted in a common garden experiment. Genotyping-by-sequencing (GBS) was used to genotype 214 accessions, which were also phenotyped for fruit quality traits. A combination of selection scans and association analyses were used to identify signatures of selection. Patterns of genetic diversity, population structure and introgression were also investigated. About 15 000 high-quality SNP markers were identified from the GBS data, of which 25% and 11% harboured private alleles for European and Asian species, respectively. Bayesian clustering analysis suggested negligible gene flow, resulting in highly significant population differentiation (Fst=0.45) between Asian and European pears. Interspecific hybrids displayed an average of 55% and 45% introgression from their Asian and European ancestors, respectively. Phenotypic (firmness, acidity, shape and so on) variation between accessions was significantly associated with genetic differentiation. Allele frequencies at large-effect SNP loci were significantly different between genetic groups, suggesting footprints of directional selection. Selection scan analyses identified over 20 outlier SNP loci with substantial statistical support, likely to be subject to directional selection or closely linked to loci under selection.
Collapse
Affiliation(s)
- Satish Kumar
- The New Zealand Institute for Plant & Food Research Limited, Hawke’s Bay Research Centre, Havelock North, New Zealand
- ()
| | - Chris Kirk
- Palmerston North Research Centre, Palmerston North, New Zealand
| | - Cecilia Deng
- Mount Albert Research Centre, Auckland, New Zealand
| | - Claudia Wiedow
- Palmerston North Research Centre, Palmerston North, New Zealand
| | - Mareike Knaebel
- Palmerston North Research Centre, Palmerston North, New Zealand
| | | |
Collapse
|