1
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Yocca AE, Platts A, Alger E, Teresi S, Mengist MF, Benevenuto J, Ferrão LFV, Jacobs M, Babinski M, Magallanes-Lundback M, Bayer P, Golicz A, Humann JL, Main D, Espley RV, Chagné D, Albert NW, Montanari S, Vorsa N, Polashock J, Díaz-Garcia L, Zalapa J, Bassil NV, Munoz PR, Iorizzo M, Edger PP. Blueberry and cranberry pangenomes as a resource for future genetic studies and breeding efforts. Hortic Res 2023; 10:uhad202. [PMID: 38023484 PMCID: PMC10673653 DOI: 10.1093/hr/uhad202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 10/01/2023] [Indexed: 12/01/2023]
Abstract
Domestication of cranberry and blueberry began in the United States in the early 1800s and 1900s, respectively, and in part owing to their flavors and health-promoting benefits are now cultivated and consumed worldwide. The industry continues to face a wide variety of production challenges (e.g. disease pressures), as well as a demand for higher-yielding cultivars with improved fruit quality characteristics. Unfortunately, molecular tools to help guide breeding efforts for these species have been relatively limited compared with those for other high-value crops. Here, we describe the construction and analysis of the first pangenome for both blueberry and cranberry. Our analysis of these pangenomes revealed both crops exhibit great genetic diversity, including the presence-absence variation of 48.4% genes in highbush blueberry and 47.0% genes in cranberry. Auxiliary genes, those not shared by all cultivars, are significantly enriched with molecular functions associated with disease resistance and the biosynthesis of specialized metabolites, including compounds previously associated with improving fruit quality traits. The discovery of thousands of genes, not present in the previous reference genomes for blueberry and cranberry, will serve as the basis of future research and as potential targets for future breeding efforts. The pangenome, as a multiple-sequence alignment, as well as individual annotated genomes, are publicly available for analysis on the Genome Database for Vaccinium-a curated and integrated web-based relational database. Lastly, the core-gene predictions from the pangenomes will serve useful to develop a community genotyping platform to guide future molecular breeding efforts across the family.
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Affiliation(s)
- Alan E Yocca
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, United States
- Department of Plant Biology, Michigan State University, East Lansing, MI, 48824, United States
| | - Adrian Platts
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, United States
- Department of Plant Biology, Michigan State University, East Lansing, MI, 48824, United States
| | - Elizabeth Alger
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, United States
| | - Scott Teresi
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, United States
- Genetics and Genome Sciences, Michigan State University, East Lansing, MI, 48824, United States
| | - Molla F Mengist
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC United States
| | - Juliana Benevenuto
- Horticultural Sciences Department, University of Florida, Gainesville, FL 32611, United States
| | - Luis Felipe V Ferrão
- Horticultural Sciences Department, University of Florida, Gainesville, FL 32611, United States
| | - MacKenzie Jacobs
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, United States
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, 48824, United States
| | - Michal Babinski
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, United States
| | | | - Philipp Bayer
- University of Western Australia, Perth 6009Australia
| | | | - Jodi L Humann
- Department of Horticulture, Washington State University, Pullman, WA, 99163, United States
| | - Dorrie Main
- Department of Horticulture, Washington State University, Pullman, WA, 99163, United States
| | - Richard V Espley
- The New Zealand Institute for Plant and Food Research Limited (PFR), Auckland, New Zealand
| | - David Chagné
- The New Zealand Institute for Plant and Food Research Limited (PFR), Palmerston, New Zealand
| | - Nick W Albert
- The New Zealand Institute for Plant and Food Research Limited (PFR), Palmerston, New Zealand
| | - Sara Montanari
- The New Zealand Institute for Plant and Food Research Limited (PFR), Motueka, New Zealand
| | - Nicholi Vorsa
- SEBS, Plant Biology, Rutgers University, New Brunswick NJ 01019United States
| | - James Polashock
- SEBS, Plant Biology, Rutgers University, New Brunswick NJ 01019United States
| | - Luis Díaz-Garcia
- Department of Viticulture and Enology, University of California, Davis, Davis, CA 95616, United States
| | - Juan Zalapa
- Department of Viticulture and Enology, University of California, Davis, Davis, CA 95616, United States
| | - Nahla V Bassil
- National Clonal Germplasm Repository, USDA-ARS, Corvallis, OR 97333, United States
| | - Patricio R Munoz
- Horticultural Sciences Department, University of Florida, Gainesville, FL 32611, United States
| | - Massimo Iorizzo
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NCUnited States
- Department of Horticulture, North Carolina State University, Kannapolis, NCUnited States
| | - Patrick P Edger
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, United States
- Genetics and Genome Sciences, Michigan State University, East Lansing, MI, 48824, United States
- MSU AgBioResearch, Michigan State University, East Lansing, MI, 48824, United States
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2
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Montanari S, Deng C, Koot E, Bassil NV, Zurn JD, Morrison-Whittle P, Worthington ML, Aryal R, Ashrafi H, Pradelles J, Wellenreuther M, Chagné D. A multiplexed plant-animal SNP array for selective breeding and species conservation applications. G3 (Bethesda) 2023; 13:jkad170. [PMID: 37565490 PMCID: PMC10542201 DOI: 10.1093/g3journal/jkad170] [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] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 05/15/2023] [Accepted: 06/30/2023] [Indexed: 08/12/2023]
Abstract
Reliable and high-throughput genotyping platforms are of immense importance for identifying and dissecting genomic regions controlling important phenotypes, supporting selection processes in breeding programs, and managing wild populations and germplasm collections. Amongst available genotyping tools, single nucleotide polymorphism arrays have been shown to be comparatively easy to use and generate highly accurate genotypic data. Single-species arrays are the most commonly used type so far; however, some multi-species arrays have been developed for closely related species that share single nucleotide polymorphism markers, exploiting inter-species cross-amplification. In this study, the suitability of a multiplexed plant-animal single nucleotide polymorphism array, including both closely and distantly related species, was explored. The performance of the single nucleotide polymorphism array across species for diverse applications, ranging from intra-species diversity assessments to parentage analysis, was assessed. Moreover, the value of genotyping pooled DNA of distantly related species on the single nucleotide polymorphism array as a technique to further reduce costs was evaluated. Single nucleotide polymorphism performance was generally high, and species-specific single nucleotide polymorphisms proved suitable for diverse applications. The multi-species single nucleotide polymorphism array approach reported here could be transferred to other species to achieve cost savings resulting from the increased throughput when several projects use the same array, and the pooling technique adds another highly promising advancement to additionally decrease genotyping costs by half.
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Affiliation(s)
- Sara Montanari
- The New Zealand Institute for Plant and Food Research Ltd, Motueka 7198, New Zealand
| | - Cecilia Deng
- The New Zealand Institute for Plant and Food Research Ltd, Auckland 1025, New Zealand
| | - Emily Koot
- The New Zealand Institute for Plant and Food Research Ltd, Palmerston North 4410, New Zealand
| | - Nahla V Bassil
- USDA-ARS National Clonal Germplasm Repository, Corvallis, OR 97333, USA
| | - Jason D Zurn
- Department of Plant Pathology, Kansas State University, Manhattan, KS 66506, USA
| | | | | | - Rishi Aryal
- Department of Horticultural Science, North Carolina State University, Raleigh, NC 27695, USA
| | - Hamid Ashrafi
- Department of Horticultural Science, North Carolina State University, Raleigh, NC 27695, USA
| | | | - Maren Wellenreuther
- The New Zealand Institute for Plant and Food Research Ltd, Nelson 7010, New Zealand
- School of Biological Sciences, University of Auckland, Auckland 1010, New Zealand
| | - David Chagné
- The New Zealand Institute for Plant and Food Research Ltd, Palmerston North 4410, New Zealand
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3
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Yocca AE, Platts A, Alger E, Teresi S, Mengist MF, Benevenuto J, Ferrão LFV, Jacobs M, Babinski M, Magallanes-Lundback M, Bayer P, Golicz A, Humann JL, Main D, Espley RV, Chagné D, Albert NW, Montanari S, Vorsa N, Polashock J, Díaz-Garcia L, Zalapa J, Bassil NV, Munoz PR, Iorizzo M, Edger PP. Blueberry and cranberry pangenomes as a resource for future genetic studies and breeding efforts. bioRxiv 2023:2023.07.31.551392. [PMID: 37577683 PMCID: PMC10418200 DOI: 10.1101/2023.07.31.551392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Domestication of cranberry and blueberry began in the United States in the early 1800s and 1900s, respectively, and in part owing to their flavors and health-promoting benefits are now cultivated and consumed worldwide. The industry continues to face a wide variety of production challenges (e.g. disease pressures) as well as a demand for higher-yielding cultivars with improved fruit quality characteristics. Unfortunately, molecular tools to help guide breeding efforts for these species have been relatively limited compared with those for other high-value crops. Here, we describe the construction and analysis of the first pangenome for both blueberry and cranberry. Our analysis of these pangenomes revealed both crops exhibit great genetic diversity, including the presence-absence variation of 48.4% genes in highbush blueberry and 47.0% genes in cranberry. Auxiliary genes, those not shared by all cultivars, are significantly enriched with molecular functions associated with disease resistance and the biosynthesis of specialized metabolites, including compounds previously associated with improving fruit quality traits. The discovery of thousands of genes, not present in the previous reference genomes for blueberry and cranberry, will serve as the basis of future research and as potential targets for future breeding efforts. The pangenome, as a multiple-sequence alignment, as well as individual annotated genomes, are publicly available for analysis on the Genome Database for Vaccinium - a curated and integrated web-based relational database. Lastly, the core-gene predictions from the pangenomes will serve useful to develop a community genotyping platform to guide future molecular breeding efforts across the family.
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Affiliation(s)
- Alan E. Yocca
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
- Department of Plant Biology, Michigan State University, East Lansing, MI, 48824, USA
| | - Adrian Platts
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
- Department of Plant Biology, Michigan State University, East Lansing, MI, 48824, USA
| | - Elizabeth Alger
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
| | - Scott Teresi
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
- Genetics and Genome Sciences, Michigan State University, East Lansing, MI, 48824, USA
| | - Molla F. Mengist
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC USA
| | - Juliana Benevenuto
- Horticultural Sciences Department, University of Florida, Gainesville, FL 32611, USA
| | - Luis Felipe V. Ferrão
- Horticultural Sciences Department, University of Florida, Gainesville, FL 32611, USA
| | - MacKenzie Jacobs
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, 48824, USA
| | - Michal Babinski
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
| | | | - Philipp Bayer
- University of Western Australia, Perth 6009 Australia
| | | | - Jodi L Humann
- Department of Horticulture, Washington State University, Pullman, WA, 99163, USA
| | - Dorrie Main
- Department of Horticulture, Washington State University, Pullman, WA, 99163, USA
| | - Richard V. Espley
- The New Zealand Institute for Plant and Food Research Limited (PFR), Auckland, New Zealand
| | - David Chagné
- The New Zealand Institute for Plant and Food Research Limited (PFR), Palmerston, New Zealand
| | - Nick W. Albert
- The New Zealand Institute for Plant and Food Research Limited (PFR), Palmerston, New Zealand
| | - Sara Montanari
- The New Zealand Institute for Plant and Food Research Limited (PFR), Motueka, New Zealand
| | - Nicholi Vorsa
- SEBS, Plant Biology, Rutgers University, New Brunswick NJ 01019 USA
| | - James Polashock
- SEBS, Plant Biology, Rutgers University, New Brunswick NJ 01019 USA
| | - Luis Díaz-Garcia
- USDA-ARS, VCRU, Department of Horticulture, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Juan Zalapa
- USDA-ARS, VCRU, Department of Horticulture, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Nahla V. Bassil
- USDA-ARS, National Clonal Germplasm Repository, Corvallis, OR 97333, USA
| | - Patricio R. Munoz
- Horticultural Sciences Department, University of Florida, Gainesville, FL 32611, USA
| | - Massimo Iorizzo
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC USA
- Department of Horticulture, North Carolina State University, Kannapolis, NC USA
| | - Patrick P. Edger
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
- Genetics and Genome Sciences, Michigan State University, East Lansing, MI, 48824, USA
- MSU AgBioResearch, Michigan State University, East Lansing, MI, 48824, USA
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4
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Mengist MF, Bostan H, De Paola D, Teresi SJ, Platts AE, Cremona G, Qi X, Mackey T, Bassil NV, Ashrafi H, Giongo L, Jibran R, Chagné D, Bianco L, Lila MA, Rowland LJ, Iovene M, Edger PP, Iorizzo M. Autopolyploid inheritance and a heterozygous reciprocal translocation shape chromosome genetic behavior in tetraploid blueberry (Vaccinium corymbosum). New Phytol 2023; 237:1024-1039. [PMID: 35962608 PMCID: PMC10087351 DOI: 10.1111/nph.18428] [Citation(s) in RCA: 1] [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: 03/18/2022] [Accepted: 08/01/2022] [Indexed: 06/02/2023]
Abstract
Understanding chromosome recombination behavior in polyploidy species is key to advancing genetic discoveries. In blueberry, a tetraploid species, the line of evidences about its genetic behavior still remain poorly understood, owing to the inter-specific, and inter-ploidy admixture of its genome and lack of in depth genome-wide inheritance and comparative structural studies. Here we describe a new high-quality, phased, chromosome-scale genome of a diploid blueberry, clone W85. The genome was integrated with cytogenetics and high-density, genetic maps representing six tetraploid blueberry cultivars, harboring different levels of wild genome admixture, to uncover recombination behavior and structural genome divergence across tetraploid and wild diploid species. Analysis of chromosome inheritance and pairing demonstrated that tetraploid blueberry behaves as an autotetraploid with tetrasomic inheritance. Comparative analysis demonstrated the presence of a reciprocal, heterozygous, translocation spanning one homolog of chr-6 and one of chr-10 in the cultivar Draper. The translocation affects pairing and recombination of chromosomes 6 and 10. Besides the translocation detected in Draper, no other structural genomic divergences were detected across tetraploid cultivars and highly inter-crossable wild diploid species. These findings and resources will facilitate new genetic and comparative genomic studies in Vaccinium and the development of genomic assisted selection strategy for this crop.
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Affiliation(s)
- Molla F. Mengist
- Plants for Human Health InstituteNorth Carolina State UniversityKannapolisNC28081USA
| | - Hamed Bostan
- Plants for Human Health InstituteNorth Carolina State UniversityKannapolisNC28081USA
| | - Domenico De Paola
- Institute of Biosciences and BioresourcesNational Research Council of ItalyBari70126Italy
| | - Scott J. Teresi
- Department of HorticultureMichigan State UniversityEast LansingMI48824USA
| | - Adrian E. Platts
- Department of HorticultureMichigan State UniversityEast LansingMI48824USA
| | - Gaetana Cremona
- Institute of Biosciences and BioresourcesNational Research Council of ItalyPorticiNA80055Italy
| | - Xinpeng Qi
- Genetic Improvement for Fruits and Vegetables LaboratoryBeltsville Agricultural Research Center‐West, US Department of Agriculture, Agricultural Research ServiceBeltsvilleMD20705USA
| | - Ted Mackey
- Horticultural Crops Research UnitUS Department of Agriculture, Agricultural Research ServiceCorvallisOR97330USA
| | - Nahla V. Bassil
- National Clonal Germplasm RepositoryUS Department of Agriculture, Agricultural Research ServiceCorvallisOR97333USA
| | - Hamid Ashrafi
- Department of Horticultural ScienceNorth Carolina State UniversityRaleighNC27695USA
| | - Lara Giongo
- Foundation of Edmund MachSan Michele all'AdigeTN38098Italy
| | - Rubina Jibran
- Plant & Food ResearchFitzherbertPalmerston North4474New Zealand
| | - David Chagné
- Plant & Food ResearchFitzherbertPalmerston North4474New Zealand
| | - Luca Bianco
- Foundation of Edmund MachSan Michele all'AdigeTN38098Italy
| | - Mary A. Lila
- Plants for Human Health InstituteNorth Carolina State UniversityKannapolisNC28081USA
| | - Lisa J. Rowland
- Genetic Improvement for Fruits and Vegetables LaboratoryBeltsville Agricultural Research Center‐West, US Department of Agriculture, Agricultural Research ServiceBeltsvilleMD20705USA
| | - Marina Iovene
- Institute of Biosciences and BioresourcesNational Research Council of ItalyPorticiNA80055Italy
| | - Patrick P. Edger
- Department of HorticultureMichigan State UniversityEast LansingMI48824USA
| | - Massimo Iorizzo
- Plants for Human Health InstituteNorth Carolina State UniversityKannapolisNC28081USA
- Department of Horticultural ScienceNorth Carolina State UniversityRaleighNC27695USA
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5
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Zurn JD, Hummer KE, Bassil NV. Exploring the diversity and genetic structure of the U.S. National Cultivated Strawberry Collection. Hortic Res 2022; 9:uhac125. [PMID: 35928399 PMCID: PMC9343918 DOI: 10.1093/hr/uhac125] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 05/17/2022] [Indexed: 06/15/2023]
Abstract
The cultivated strawberry (Fragaria ×ananassa) arose through a hybridization of two wild American octoploid strawberry species in a French garden in the 1750s. Since then, breeders have developed improved cultivars adapted to different growing regions. Diverse germplasm is crucial to meet the challenges strawberry breeders will continue to address. The USDA-ARS National Clonal Germplasm Repository (NCGR) in Corvallis, Oregon maintains the U.S. strawberry collection. Recent developments in high-throughput genotyping for strawberry can provide new insights about the diversity and structure of the collection, germplasm management, and future breeding strategies. Genotyping was conducted on 539 F. ×ananassa accessions using either the iStraw35 or FanaSNP 50 K Axiom array. Data for markers shared by the two arrays were curated for call quality, missing data, and minor allele frequency resulting in 4033 markers for structure assessment, diversity analysis, pedigree confirmation, core collection development, and the identification of haplotypes associated with desirable traits. The F. ×ananassa collection was equally diverse across the different geographic regions represented. K-means clustering, sNMF, and UPGMA hierarchal clustering revealed seven to nine sub-populations associated with different geographic breeding centers. Two 100 accession core collections were created. Pedigree linkages within the collection were confirmed. Finally, accessions containing disease resistance-associated haplotypes for FaRCa1, FaRCg1, FaRMp1, and FaRPc2 were identified. These new core collections will allow breeders and researchers to more efficiently utilize the F. ×ananassa collection. The core collections and other accessions of interest can be requested for research from the USDA-ARS NCGR via the Germplasm Resources Information Network (https://www.ars-grin.gov/).
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Affiliation(s)
- Jason D Zurn
- Department of Plant Pathology, Kansas State University, Manhattan, KS, United States of America
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6
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Driskill M, Pardee K, Hummer KE, Zurn JD, Amundsen K, Wiles A, Wiedow C, Patzak J, Henning JA, Bassil NV. Two fingerprinting sets for Humulus lupulus based on KASP and microsatellite markers. PLoS One 2022; 17:e0257746. [PMID: 35421090 PMCID: PMC9009645 DOI: 10.1371/journal.pone.0257746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 08/23/2021] [Accepted: 03/06/2022] [Indexed: 11/18/2022] Open
Abstract
Verification of clonal identity of hop (Humulus lupulus L.) cultivars within breeding programs and germplasm collections is vital to conserving genetic resources. Accurate and economic DNA-based tools are needed in dioecious hop to confirm identity and parentage, neither of which can be reliably determined from morphological observations. In this study, we developed two fingerprinting sets for hop: a 9-SSR fingerprinting set containing high-core repeats that can be run in a single PCR reaction and a kompetitive allele specific PCR (KASP) assay of 25 single nucleotide polymorphisms (SNPs). The SSR set contains a sex-linked primer pair, HI-AGA7, that was used to genotype 629 hop accessions from the US Department of Agriculture (USDA) National Clonal Germplasm Repository (NCGR), the USDA Forage Seed and Cereal Research (FSCR), and the University of Nebraska-Lincoln (UNL) collections. The SSR set identified unique genotypes except for 89 sets of synonymous samples. These synonyms included: cultivars with different designations, the same cultivars from different sources, heat-treated clones, and clonal variants. Population structure analysis clustered accessions into wild North American (WNA) and cultivated groups. Diversity was slightly higher in the cultivated samples due to larger sample size. Parentage and sib-ship analyses were used to identify true-to-type cultivars. The HI-AGA7 marker generated two male- and nine female-specific alleles among the cultivated and WNA samples. The SSR and KASP fingerprinting sets were compared in 190 samples consisting of cultivated and WNA accession for their ability to confirm identity and assess diversity and population structure. The SSR fingerprinting set distinguished cultivars, selections and WNA accessions while the KASP assays were unable to distinguish the WNA samples and had lower diversity estimates than the SSR set. Both fingerprinting sets are valuable tools for identity confirmation and parentage analysis in hop for different purposes. The 9-SSR assay is cost efficient when genotyping a small number of wild and cultivated hop samples (<96) while the KASP assay is easy to interpret and cost efficient for genotyping a large number of cultivated samples (multiples of 96).
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Affiliation(s)
- Mandie Driskill
- USDA-ARS, National Clonal Germplasm Repository, Corvallis, Oregon, United States of America
| | - Katie Pardee
- USDA-ARS, National Clonal Germplasm Repository, Corvallis, Oregon, United States of America
| | - Kim E. Hummer
- USDA-ARS, National Clonal Germplasm Repository, Corvallis, Oregon, United States of America
| | - Jason D. Zurn
- Department of Plant Pathology, Kansas State University, Manhattan, Kansas, United States of America
| | - Keenan Amundsen
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, Nebraska, United States of America
| | - Annette Wiles
- Midwest Hops Producers, Plattsmouth, Nebraska, United States of America
| | - Claudia Wiedow
- The New Zealand Institute for Plant and Food Research Limited, Palmerston North, New Zealand
| | - Josef Patzak
- Hop Research Institute, Co, Ltd., Žatec, Czech Republic
| | - John A. Henning
- USDA-ARS, Forage Seed and Cereal Research Unit, Corvallis, Oregon, United States of America
| | - Nahla V. Bassil
- USDA-ARS, National Clonal Germplasm Repository, Corvallis, Oregon, United States of America
- * E-mail:
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7
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Edger PP, Iorizzo M, Bassil NV, Benevenuto J, Ferrão LFV, Giongo L, Hummer K, Lawas LMF, Leisner CP, Li C, Munoz PR, Ashrafi H, Atucha A, Babiker EM, Canales E, Chagné D, DeVetter L, Ehlenfeldt M, Espley RV, Gallardo K, Günther CS, Hardigan M, Hulse-Kemp AM, Jacobs M, Lila MA, Luby C, Main D, Mengist MF, Owens GL, Perkins-Veazie P, Polashock J, Pottorff M, Rowland LJ, Sims CA, Song GQ, Spencer J, Vorsa N, Yocca AE, Zalapa J. There and back again; historical perspective and future directions for Vaccinium breeding and research studies. Hortic Res 2022; 9:uhac083. [PMID: 35611183 PMCID: PMC9123236 DOI: 10.1093/hr/uhac083] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 03/22/2022] [Indexed: 06/02/2023]
Abstract
The genus Vaccinium L. (Ericaceae) contains a wide diversity of culturally and economically important berry crop species. Consumer demand and scientific research in blueberry (Vaccinium spp.) and cranberry (Vaccinium macrocarpon) have increased worldwide over the crops' relatively short domestication history (~100 years). Other species, including bilberry (Vaccinium myrtillus), lingonberry (Vaccinium vitis-idaea), and ohelo berry (Vaccinium reticulatum) are largely still harvested from the wild but with crop improvement efforts underway. Here, we present a review article on these Vaccinium berry crops on topics that span taxonomy to genetics and genomics to breeding. We highlight the accomplishments made thus far for each of these crops, along their journey from the wild, and propose research areas and questions that will require investments by the community over the coming decades to guide future crop improvement efforts. New tools and resources are needed to underpin the development of superior cultivars that are not only more resilient to various environmental stresses and higher yielding, but also produce fruit that continue to meet a variety of consumer preferences, including fruit quality and health related traits.
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Affiliation(s)
- Patrick P Edger
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
- MSU AgBioResearch, Michigan State University, East Lansing, MI, 48824, USA
| | - Massimo Iorizzo
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC USA
- Department of Horticultural Science, North Carolina State University, Raleigh, NC USA
| | - Nahla V Bassil
- USDA-ARS, National Clonal Germplasm Repository, Corvallis, OR 97333, USA
| | - Juliana Benevenuto
- Horticultural Sciences Department, University of Florida, Gainesville, FL 32611, USA
| | - Luis Felipe V Ferrão
- Horticultural Sciences Department, University of Florida, Gainesville, FL 32611, USA
| | - Lara Giongo
- Fondazione Edmund Mach - Research and Innovation CentreItaly
| | - Kim Hummer
- USDA-ARS, National Clonal Germplasm Repository, Corvallis, OR 97333, USA
| | - Lovely Mae F Lawas
- Department of Biological Sciences, Auburn University, Auburn, AL 36849, USA
| | - Courtney P Leisner
- Department of Biological Sciences, Auburn University, Auburn, AL 36849, USA
| | - Changying Li
- Phenomics and Plant Robotics Center, College of Engineering, University of Georgia, Athens, USA
| | - Patricio R Munoz
- Horticultural Sciences Department, University of Florida, Gainesville, FL 32611, USA
| | - Hamid Ashrafi
- Department of Horticultural Science, North Carolina State University, Raleigh, NC USA
| | - Amaya Atucha
- Department of Horticulture, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Ebrahiem M Babiker
- USDA-ARS Southern Horticultural Laboratory, Poplarville, MS 39470-0287, USA
| | - Elizabeth Canales
- Department of Agricultural Economics, Mississippi State University, Mississippi State, MS 39762, USA
| | - David Chagné
- The New Zealand Institute for Plant and Food Research Limited (PFR), Palmerston North, New Zealand
| | - Lisa DeVetter
- Department of Horticulture, Washington State University Northwestern Washington Research and Extension Center, Mount Vernon, WA, 98221, USA
| | - Mark Ehlenfeldt
- SEBS, Plant Biology, Rutgers University, New Brunswick NJ 01019 USA
| | - Richard V Espley
- The New Zealand Institute for Plant and Food Research Limited (PFR), Palmerston North, New Zealand
| | - Karina Gallardo
- School of Economic Sciences, Washington State University, Puyallup, WA 98371, USA
| | - Catrin S Günther
- The New Zealand Institute for Plant and Food Research Limited (PFR), Palmerston North, New Zealand
| | - Michael Hardigan
- USDA-ARS, Horticulture Crops Research Unit, Corvallis, OR 97333, USA
| | - Amanda M Hulse-Kemp
- USDA-ARS, Genomics and Bioinformatics Research Unit, Raleigh, NC 27695, USA
- Department of Crop and Soil Sciences, North Carolina State University, Raleigh, NC 27695, USA
| | - MacKenzie Jacobs
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, 48823, USA
| | - Mary Ann Lila
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC USA
| | - Claire Luby
- USDA-ARS, Horticulture Crops Research Unit, Corvallis, OR 97333, USA
| | - Dorrie Main
- Department of Horticulture, Washington State University, Pullman, WA, 99163, USA
| | - Molla F Mengist
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC USA
- Department of Horticultural Science, North Carolina State University, Raleigh, NC USA
| | | | | | - James Polashock
- SEBS, Plant Biology, Rutgers University, New Brunswick NJ 01019 USA
| | - Marti Pottorff
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC USA
| | - Lisa J Rowland
- USDA-ARS, Genetic Improvement of Fruits and Vegetables Laboratory, Beltsville, MD 20705, USA
| | - Charles A Sims
- Food Science and Human Nutrition Department, University of Florida, Gainesville, FL 32611, USA
| | - Guo-qing Song
- Plant Biotechnology Resource and Outreach Center, Department of Horticulture, Michigan State University, East Lansing, MI 48824, USA
| | - Jessica Spencer
- Department of Horticultural Science, North Carolina State University, Raleigh, NC USA
| | - Nicholi Vorsa
- SEBS, Plant Biology, Rutgers University, New Brunswick NJ 01019 USA
| | - Alan E Yocca
- Department of Plant Biology, Michigan State University, East Lansing, MI, 48824, USA
| | - Juan Zalapa
- USDA-ARS, VCRU, Department of Horticulture, University of Wisconsin-Madison, Madison, WI 53706, USA
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8
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Nelson JR, Verma S, Bassil NV, Finn CE, Hancock JF, Cole GS, Knapp SJ, Whitaker VM. Discovery of three loci increasing resistance to charcoal rot caused by Macrophomina phaseolina in octoploid strawberry. G3 (Bethesda) 2021; 11:jkab037. [PMID: 33565594 PMCID: PMC8022958 DOI: 10.1093/g3journal/jkab037] [Citation(s) in RCA: 3] [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] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 01/25/2021] [Indexed: 11/12/2022]
Abstract
Charcoal rot caused by Macrophomina phaseolinais an increasing economic problem in annualized strawberry production systems around the world. Currently there are no effective postfumigation chemical controls for managing charcoal rot, and no information is available on the genetic architecture of resistance to M. phaseolina in strawberry (Fragaria ×ananassa). In this study, three multiparental discovery populations and two validation populations were inoculated at planting and evaluated for mortality in three consecutive growing seasons. Genome-wide SNP genotyping and pedigree-based analysis with FlexQTL™ software were performed. Two large-effect quantitative trait loci (QTL) increasing charcoal rot resistance were discovered and validated in cultivated germplasm. FaRMp1 was located on linkage group 2A in the interval 20.4to 24.9 cM, while FaRMp2 was located on linkage group 4B in the interval 41.1to 61.2 cM. Together these QTLs explained 27% and 17% of the phenotypic variance in two discovery populations consisting of elite breeding germplasm. For both QTLs, the resistant allele showed some evidence of partial dominance, but no significant interaction was detected between the two loci. As the dosage of resistant alleles increased from 0 to 4 across the two QTLs, mortality decreased regardless of the combination of alleles.A third locus, FaRMp3 on 4D, was discovered in FVC 11-58, a reconstituted F.×ananassa originating from diverse F. virginiana and F. chiloensis accessions. This locus accounted for 44% of phenotypic variation in four segregating crosses. These findings will form the basis for DNA-informed breeding for resistance to charcoal rot in cultivated strawberry.
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Affiliation(s)
- Jonathan R Nelson
- Department of Horticultural Science, University of Florida, IFAS Gulf Coast Research and Education Center, 14625 CR 672 Wimauma, FL 33598, USA
| | - Sujeet Verma
- Department of Horticultural Science, University of Florida, IFAS Gulf Coast Research and Education Center, 14625 CR 672 Wimauma, FL 33598, USA
| | - Nahla V Bassil
- USDA-ARS National Clonal Germplasm Repository, Corvallis, OR 97333, USA
| | - Chad E Finn
- USDA-ARS, HCRU, 3420 NW Orchard Avenue, Corvallis, OR 97330, USA (posthumous)
| | - James F Hancock
- Department of Horticulture, Michigan State University, East Lansing, MI 48824, USA
| | - Glenn S Cole
- Department of Plant Sciences, University of California, Davis, CA 95616, USA
| | - Steven J Knapp
- Department of Plant Sciences, University of California, Davis, CA 95616, USA
| | - Vance M Whitaker
- Department of Horticultural Science, University of Florida, IFAS Gulf Coast Research and Education Center, 14625 CR 672 Wimauma, FL 33598, USA
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9
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Vining KJ, Hummer KE, Bassil NV, Lange BM, Khoury CK, Carver D. Crop Wild Relatives as Germplasm Resource for Cultivar Improvement in Mint ( Mentha L.). Front Plant Sci 2020; 11:1217. [PMID: 32973823 PMCID: PMC7466659 DOI: 10.3389/fpls.2020.01217] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 07/27/2020] [Indexed: 06/01/2023]
Abstract
Mentha is a strongly scented herb of the Lamiaceae (formerly Labiatae) and includes about 30 species and hybrid species that are distributed or introduced throughout the globe. These fragrant plants have been selected throughout millennia for use by humans as herbs, spices, and pharmaceutical needs. The distilling of essential oils from mint began in Japan and England but has become a significant industrial product for the US, China, India, and other countries. The US Department of Agriculture (USDA), Agricultural Research Service, National Clonal Germplasm Repository (NCGR) maintains a mint genebank in Corvallis, Oregon. This facility preserves and distributes about 450 clones representing 34 taxa, hybrid species, advanced breeder selections, and F1 hybrids. Mint crop wild relatives are included in this unique resource. The majority of mint accessions and hybrids in this collection were initially donated in the 1970s by the A.M. Todd Company, located in Kalamazoo, Michigan. Other representatives of diverse mint taxa and crop wild relatives have since been obtained from collaborators in Australia, New Zealand, Europe, and Vietnam. These mints have been evaluated for cytology, oil components, verticillium wilt resistance, and key morphological characters. Pressed voucher specimens have been prepared for morphological identity verification. An initial set of microsatellite markers has been developed to determine clonal identity and assess genetic diversity. Plant breeders at private and public institutions are using molecular analysis to determine identity and diversity of the USDA mint collection. Evaluation and characterization includes essential oil content, disease resistance, male sterility, and other traits for potential breeding use. These accessions can be a source for parental genes for enhancement efforts to produce hybrids, or for breeding new cultivars for agricultural production. Propagules of Mentha are available for distribution to international researchers as stem cuttings, rhizome cuttings, or seed, which can be requested through the GRIN-Global database of the US National Plant Germplasm System, subject to international treaty and quarantine regulations.
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Affiliation(s)
- Kelly J. Vining
- Department of Horticulture, Oregon State University, Corvallis, OR, United States
| | - Kim E. Hummer
- Department of Horticulture, Oregon State University, Corvallis, OR, United States
- National Clonal Germplasm Repository, USDA-ARS, Corvallis, OR, United States
| | - Nahla V. Bassil
- Department of Horticulture, Oregon State University, Corvallis, OR, United States
- National Clonal Germplasm Repository, USDA-ARS, Corvallis, OR, United States
| | - B. Markus Lange
- Institute of Biological Chemistry and M.J. Murdock Metabolomics Laboratory, Washington State University, Pullman, WA, United States
| | - Colin K. Khoury
- Decision and Policy Analysis, International Center for Tropical Agriculture (CIAT), Cali, Colombia
- National Laboratory for Genetic Resources Preservation, Agricultural Research Service, United States Department of Agriculture, Fort Collins, CO, United States
| | - Dan Carver
- National Laboratory for Genetic Resources Preservation, Agricultural Research Service, United States Department of Agriculture, Fort Collins, CO, United States
- Colorado State University, Geospatial Centroid, Fort Collins, CO, United States
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10
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Abstract
Fire blight, caused by the bacterial pathogen Erwinia amylovora, is a persistent problem for pear (Pyrus spp.) growers in the United States. Growing resistant cultivars is one of the best options for managing fire blight. The cultivars Potomac and Old Home and the selection NJA2R59T69 display resistance to fire blight. As such, three mapping populations (El Dorado × Potomac, Old Home × Bartlett, and NJA2R59T69 × Bartlett) were developed to identify genomic regions associated with resistance to fire blight. Progeny were phenotyped during 2017 and 2018 by inoculating multiple actively growing shoots of field-grown seedling trees with E. amylovora isolate E153n via the cut-leaf method. Genotyping was conducted using the recently developed Axiom Pear 70 K Genotyping Array and chromosomal linkage groups were created for each population. An integrated two-way pseudo-testcross approach was used to map quantitative trait loci (QTLs). Resistance QTLs were identified on chromosome 2 for each population. The QTLs identified in the El Dorado × Potomac and Old Home × Bartlett populations are in the same region as QTLs that were previously identified in Harrow Sweet and Moonglow. The QTL in NJA2R59T69 mapped proximally to the previously identified QTLs and originated from an unknown Asian or occidental source. Future research will focus on further characterizing the resistance regions and developing tools for DNA-informed breeding.
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Affiliation(s)
- Jason D Zurn
- United States Department of Agriculture-Agricultural Research Service (USDA-ARS) National Clonal Germplasm Repository, Corvallis, OR, U.S.A
| | - John L Norelli
- USDA-ARS Appalachian Fruit Research Laboratory, Kearneysville, WV, U.S.A
| | - Sara Montanari
- Department of Plant Sciences, University of California Davis, Davis, CA, U.S.A
| | - Richard Bell
- USDA-ARS Appalachian Fruit Research Laboratory, Kearneysville, WV, U.S.A
| | - Nahla V Bassil
- United States Department of Agriculture-Agricultural Research Service (USDA-ARS) National Clonal Germplasm Repository, Corvallis, OR, U.S.A
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11
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Zurn JD, Zlesak DC, Holen M, Bradeen JM, Hokanson SC, Bassil NV. Mapping the black spot resistance locus Rdr3 in the shrub rose 'George Vancouver' allows for the development of improved diagnostic markers for DNA-informed breeding. Theor Appl Genet 2020; 133:2011-2020. [PMID: 32166372 DOI: 10.1007/s00122-020-03574-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 02/28/2020] [Indexed: 05/22/2023]
Abstract
Rdr3 is a novel resistance gene of black spot in roses that maps to a chromosome 6 homolog. A new DNA test was developed and can be used to pyramid black spot resistance in roses. Diplocarpon rosae, the cause of rose black spot, is one of the most devastating foliar pathogens of cultivated roses (Rosa spp.). The primary method of disease control is fungicides, and they are viewed unfavorably by home gardeners due to potential environmental and health impacts. Planting rose cultivars with genetic resistance to black spot can reduce many of the fungicide applications needed in an integrated pest management system. To date, four resistance genes have been identified in roses (Rdr1, Rdr2, Rdr3, and Rdr4). Rdr3 was never mapped and is thought to be unique from Rdr1 and Rdr2. It is unknown whether it is an allele of Rdr4. To assess the novelty of Rdr3, a mapping population was created by crossing the Rdr3 containing cultivar George Vancouver with the susceptible cultivar Morden Blush. The mapping population was genotyped with the WagRhSNP 68 K Axiom array and mapped using the 'polymapR' package. Rdr3 was mapped to a chromosome 6 homolog confirming it is different from Rdr1 and Rdr2, found on chromosome 1, and from Rdr4, found on chromosome 5. The mapping information was used in conjunction with the Rosa chinensis genome assembly to develop new tightly linked SSRs for marker-assisted breeding. Three markers were able to predict the presence of Rdr3 in a 63-cultivar validation set. Additionally, 12 cultivars appear to have resistance genes other than Rdr3. The improved diagnostic markers will be a great asset to the rose-breeding community toward developing new black spot-resistant cultivars.
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Affiliation(s)
- Jason D Zurn
- USDA-ARS National Clonal Germplasm Repository, Corvallis, OR, USA
| | - David C Zlesak
- Department of Plant and Earth Science, University of Wisconsin-River Falls, River Falls, WI, USA
| | - Matthew Holen
- Department of Horticulture, University of Minnesota, St. Paul, MN, USA
| | - James M Bradeen
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, USA
| | - Stan C Hokanson
- Department of Horticulture, University of Minnesota, St. Paul, MN, USA
| | - Nahla V Bassil
- USDA-ARS National Clonal Germplasm Repository, Corvallis, OR, USA.
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12
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Whitaker VM, Knapp SJ, Hardigan MA, Edger PP, Slovin JP, Bassil NV, Hytönen T, Mackenzie KK, Lee S, Jung S, Main D, Barbey CR, Verma S. A roadmap for research in octoploid strawberry. Hortic Res 2020; 7:33. [PMID: 32194969 PMCID: PMC7072068 DOI: 10.1038/s41438-020-0252-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Accepted: 01/26/2020] [Indexed: 05/02/2023]
Abstract
The cultivated strawberry (Fragaria × ananassa) is an allo-octoploid species, originating nearly 300 years ago from wild progenitors from the Americas. Since that time the strawberry has become the most widely cultivated fruit crop in the world, universally appealing due to its sensory qualities and health benefits. The recent publication of the first high-quality chromosome-scale octoploid strawberry genome (cv. Camarosa) is enabling rapid advances in genetics, stimulating scientific debate and provoking new research questions. In this forward-looking review we propose avenues of research toward new biological insights and applications to agriculture. Among these are the origins of the genome, characterization of genetic variants, and big data approaches to breeding. Key areas of research in molecular biology will include the control of flowering, fruit development, fruit quality, and plant-pathogen interactions. In order to realize this potential as a global community, investments in genome resources must be continually augmented.
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Affiliation(s)
- Vance M Whitaker
- 1University of Florida, Institute of Food and Agricultural Sciences, Gulf Coast Research and Education Center, Wimauma, Florida 33598 USA
| | - Steven J Knapp
- 2Department of Plant Sciences, University of California, Davis, CA 95616 USA
| | - Michael A Hardigan
- 2Department of Plant Sciences, University of California, Davis, CA 95616 USA
| | - Patrick P Edger
- 3Department of Horticulture, Michigan State University, East Lansing, MI 48824 USA
| | - Janet P Slovin
- USDA-ARS Genetic Improvement of Fruits and Vegetables Laboratory, Beltsville, MA 20705 USA
| | - Nahla V Bassil
- 5USDA-ARS National Clonal Germplasm Repository, Corvallis, OR 97333 USA
| | - Timo Hytönen
- 6Department of Agricultural Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, 00790 Finland
- 7Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, 00790 Finland
- NIAB EMR, Kent, ME19 6BJ UK
| | - Kathryn K Mackenzie
- 6Department of Agricultural Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, 00790 Finland
| | - Seonghee Lee
- 1University of Florida, Institute of Food and Agricultural Sciences, Gulf Coast Research and Education Center, Wimauma, Florida 33598 USA
| | - Sook Jung
- 9Department of Horticulture, Washington State University, Pullman, WA 99164 USA
| | - Dorrie Main
- 9Department of Horticulture, Washington State University, Pullman, WA 99164 USA
| | - Christopher R Barbey
- 1University of Florida, Institute of Food and Agricultural Sciences, Gulf Coast Research and Education Center, Wimauma, Florida 33598 USA
| | - Sujeet Verma
- 1University of Florida, Institute of Food and Agricultural Sciences, Gulf Coast Research and Education Center, Wimauma, Florida 33598 USA
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13
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Carter KA, Liston A, Bassil NV, Alice LA, Bushakra JM, Sutherland BL, Mockler TC, Bryant DW, Hummer KE. Target Capture Sequencing Unravels Rubus Evolution. Front Plant Sci 2019; 10:1615. [PMID: 31921259 PMCID: PMC6933950 DOI: 10.3389/fpls.2019.01615] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Accepted: 11/15/2019] [Indexed: 05/09/2023]
Abstract
Rubus (Rosaceae) comprises more than 500 species with additional commercially cultivated raspberries and blackberries. The most recent (> 100 years old) global taxonomic treatment of the genus defined 12 subgenera; two subgenera were subsequently described and some species were rearranged. Intra- and interspecific ploidy levels and hybridization make phylogenetic estimation of Rubus challenging. Our objectives were to estimate the phylogeny of 94 taxonomically and geographically diverse species and three cultivars using chloroplast DNA sequences and target capture of approximately 1,000 low copy nuclear genes; estimate divergence times between major Rubus clades; and examine the historical biogeography of species diversification. Target capture sequencing identified eight major groups within Rubus. Subgenus Orobatus and Subg. Anoplobatus were monophyletic, while other recognized subgenera were para- or polyphyletic. Multiple hybridization events likely occurred across the phylogeny at subgeneric levels, e.g., Subg. Rubus (blackberries) × Subg. Idaeobatus (raspberries) and Subg. Idaeobatus × Subg. Cylactis (Arctic berries) hybrids. The raspberry heritage within known cultivated blackberry hybrids was confirmed. The most recent common ancestor of the genus was most likely distributed in North America. Multiple distribution events occurred during the Miocene (about 20 Ma) from North America into Asia and Europe across the Bering land bridge and southward crossing the Panamanian Isthmus. Rubus species diversified greatly in Asia during the Miocene. Rubus taxonomy does not reflect phylogenetic relationships and subgeneric revision is warranted. The most recent common ancestor migrated from North America towards Asia, Europe, and Central and South America early in the Miocene then diversified. Ancestors of the genus Rubus may have migrated to Oceania by long distance bird dispersal. This phylogeny presents a roadmap for further Rubus systematics research. In conclusion, the target capture dataset provides high resolution between species though it also gave evidence of gene tree/species tree and cytonuclear discordance. Discordance may be due to hybridization or incomplete lineage sorting, rather than a lack of phylogenetic signal. This study illustrates the importance of using multiple phylogenetic methods when examining complex groups and the utility of software programs that estimate signal conflict within datasets.
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Affiliation(s)
- Katherine A. Carter
- Department of Horticulture, Oregon State University, Corvallis, OR, United States
| | - Aaron Liston
- Department of Botany & Plant Pathology, Oregon State University, Corvallis, OR, United States
| | - Nahla V. Bassil
- National Clonal Germplasm Repository, USDA-ARS, Corvallis, OR, United States
| | - Lawrence A. Alice
- Department of Biology, Western Kentucky University, Bowling Green, KY, United States
| | - Jill M. Bushakra
- National Clonal Germplasm Repository, USDA-ARS, Corvallis, OR, United States
| | - Brittany L. Sutherland
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, United States
| | - Todd C. Mockler
- Mockler Lab, Donald Danforth Plant Sciences Center, St. Louis, MO, United States
| | - Douglas W. Bryant
- Mockler Lab, Donald Danforth Plant Sciences Center, St. Louis, MO, United States
| | - Kim E. Hummer
- National Clonal Germplasm Repository, USDA-ARS, Corvallis, OR, United States
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14
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Linsmith G, Rombauts S, Montanari S, Deng CH, Celton JM, Guérif P, Liu C, Lohaus R, Zurn JD, Cestaro A, Bassil NV, Bakker LV, Schijlen E, Gardiner SE, Lespinasse Y, Durel CE, Velasco R, Neale DB, Chagné D, Van de Peer Y, Troggio M, Bianco L. Pseudo-chromosome-length genome assembly of a double haploid "Bartlett" pear (Pyrus communis L.). Gigascience 2019; 8:giz138. [PMID: 31816089 PMCID: PMC6901071 DOI: 10.1093/gigascience/giz138] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 10/18/2019] [Accepted: 10/30/2019] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND We report an improved assembly and scaffolding of the European pear (Pyrus communis L.) genome (referred to as BartlettDHv2.0), obtained using a combination of Pacific Biosciences RSII long-read sequencing, Bionano optical mapping, chromatin interaction capture (Hi-C), and genetic mapping. The sample selected for sequencing is a double haploid derived from the same "Bartlett" reference pear that was previously sequenced. Sequencing of di-haploid plants makes assembly more tractable in highly heterozygous species such as P. communis. FINDINGS A total of 496.9 Mb corresponding to 97% of the estimated genome size were assembled into 494 scaffolds. Hi-C data and a high-density genetic map allowed us to anchor and orient 87% of the sequence on the 17 pear chromosomes. Approximately 50% (247 Mb) of the genome consists of repetitive sequences. Gene annotation confirmed the presence of 37,445 protein-coding genes, which is 13% fewer than previously predicted. CONCLUSIONS We showed that the use of a doubled-haploid plant is an effective solution to the problems presented by high levels of heterozygosity and duplication for the generation of high-quality genome assemblies. We present a high-quality chromosome-scale assembly of the European pear Pyrus communis and demostrate its high degree of synteny with the genomes of Malus x Domestica and Pyrus x bretschneideri.
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Affiliation(s)
- Gareth Linsmith
- Center for Plant Systems Biology, VIB, Technologiepark 71, 9052, Gent, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Technologiepark 71, 9052 Gent, Belgium
- Fondazione Edmund Mach, via E. Mach 1, 38010, San Michele all'Adige (TN), Italy
| | - Stephane Rombauts
- Center for Plant Systems Biology, VIB, Technologiepark 71, 9052, Gent, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Technologiepark 71, 9052 Gent, Belgium
| | - Sara Montanari
- University of California Davis, Department of Plant Sciences, One Shields Ave, Davis, CA 95616, USA
| | - Cecilia H Deng
- The New Zealand Institute for Plant & Food Research Limited (PFR), Mt Albert Research Centre,120 Mt Albert Road, Sandringham, Auckland, 1025, New Zealand
| | - Jean-Marc Celton
- IRHS, INRA, Agrocampus-Ouest, Université d'Angers, SFR 4207 Quasav, 42 rue Georges Morel, F-49071 Beaucouzé, France
| | - Philippe Guérif
- IRHS, INRA, Agrocampus-Ouest, Université d'Angers, SFR 4207 Quasav, 42 rue Georges Morel, F-49071 Beaucouzé, France
| | - Chang Liu
- ZMBP, Allgemeine Genetik, Universität Tübingen, Auf der Morgenstelle 32, D-72076 Tübingen, Germany
| | - Rolf Lohaus
- Center for Plant Systems Biology, VIB, Technologiepark 71, 9052, Gent, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Technologiepark 71, 9052 Gent, Belgium
| | - Jason D Zurn
- USDA-ARS National Clonal Germplasm Repository, 33447 Peoria Road, Corvallis, OR 97333, USA
| | - Alessandro Cestaro
- Fondazione Edmund Mach, via E. Mach 1, 38010, San Michele all'Adige (TN), Italy
| | - Nahla V Bassil
- USDA-ARS National Clonal Germplasm Repository, 33447 Peoria Road, Corvallis, OR 97333, USA
| | - Linda V Bakker
- Wageningen UR – Bioscience P.O. Box 16, 6700AA, Wageningen, The Netherlands
| | - Elio Schijlen
- Wageningen UR – Bioscience P.O. Box 16, 6700AA, Wageningen, The Netherlands
| | - Susan E Gardiner
- The New Zealand Institute for Plant & Food Research Limited (PFR), Palmerston North Research Centre, Palmerston North, New Zealand
| | - Yves Lespinasse
- IRHS, INRA, Agrocampus-Ouest, Université d'Angers, SFR 4207 Quasav, 42 rue Georges Morel, F-49071 Beaucouzé, France
| | - Charles-Eric Durel
- IRHS, INRA, Agrocampus-Ouest, Université d'Angers, SFR 4207 Quasav, 42 rue Georges Morel, F-49071 Beaucouzé, France
| | - Riccardo Velasco
- CREA Research Centre for Viticulture and Enology, Via XXVIII Aprile 26, 31015 Conegliano (TV), Italy
| | - David B Neale
- University of California Davis, Department of Plant Sciences, One Shields Ave, Davis, CA 95616, USA
| | - David Chagné
- The New Zealand Institute for Plant & Food Research Limited (PFR), Palmerston North Research Centre, Palmerston North, New Zealand
| | - Yves Van de Peer
- Center for Plant Systems Biology, VIB, Technologiepark 71, 9052, Gent, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Technologiepark 71, 9052 Gent, Belgium
- Center for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Roper street, Pretoria 0028, South Africa
| | - Michela Troggio
- Fondazione Edmund Mach, via E. Mach 1, 38010, San Michele all'Adige (TN), Italy
| | - Luca Bianco
- Fondazione Edmund Mach, via E. Mach 1, 38010, San Michele all'Adige (TN), Italy
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15
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Foster TM, Bassil NV, Dossett M, Leigh Worthington M, Graham J. Genetic and genomic resources for Rubus breeding: a roadmap for the future. Hortic Res 2019; 6:116. [PMID: 31645970 PMCID: PMC6804857 DOI: 10.1038/s41438-019-0199-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 08/17/2019] [Accepted: 08/27/2019] [Indexed: 05/09/2023]
Abstract
Rubus fruits are high-value crops that are sought after by consumers for their flavor, visual appeal, and health benefits. To meet this demand, production of red and black raspberries (R. idaeus L. and R. occidentalis L.), blackberries (R. subgenus Rubus), and hybrids, such as Boysenberry and marionberry, is growing worldwide. Rubus breeding programmes are continually striving to improve flavor, texture, machine harvestability, and yield, provide pest and disease resistance, improve storage and processing properties, and optimize fruits and plants for different production and harvest systems. Breeders face numerous challenges, such as polyploidy, the lack of genetic diversity in many of the elite cultivars, and until recently, the relative shortage of genetic and genomic resources available for Rubus. This review will highlight the development of continually improving genetic maps, the identification of Quantitative Trait Loci (QTL)s controlling key traits, draft genomes for red and black raspberry, and efforts to improve gene models. The development of genetic maps and markers, the molecular characterization of wild species and germplasm, and high-throughput genotyping platforms will expedite breeding of improved cultivars. Fully sequenced genomes and accurate gene models facilitate identification of genes underlying traits of interest and enable gene editing technologies such as CRISPR/Cas9.
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Affiliation(s)
- Toshi M. Foster
- The New Zealand Institute for Plant and Food Research (PFR) Ltd, 55 Old Mill Road, Motueka, New Zealand
| | - Nahla V. Bassil
- USDA ARS National Clonal Germplasm Repository (NCGR), 33447 Peoria Rd., Corvallis, OR USA
| | - Michael Dossett
- Blueberry Council (in Partnership with Agriculture and Agri-Food Canada) Agassiz Food Research Centre, Columbia, BC V0M 1A0 Canada
| | - Margaret Leigh Worthington
- Department of Horticulture, University of Arkansas, 316 Plant Science Building, Fayetteville, AR 72701 USA
| | - Julie Graham
- The James Hutton Institute, Errol Road, Invergowrie, Dundee, DD2 5DA Scotland
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16
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Freixas-Coutin JA, An S, Postman J, Bassil NV, Yates B, Shukla M, Saxena PK. Development of a reliable Corylus sp. reference database through the implementation of a DNA fingerprinting test. Planta 2019; 249:1863-1874. [PMID: 30859306 DOI: 10.1007/s00425-019-03131-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [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: 01/11/2019] [Accepted: 03/05/2019] [Indexed: 06/09/2023]
Abstract
This DNA fingerprinting test confirmed 195 unique Corylus sp. accessions that were used to build a reference database for identity verification of unknown hazelnut trees from three locations in Ontario. Hazelnut is one of the most profitable tree nuts worldwide. Development of a hazelnut industry in Ontario is urgently required, but economically important cultivars must be genetically verified first in order to meet industry standards. Traditional methods for cultivar identification are largely trait-based and unreliable. In this study, a multiplexed fingerprinting test was modified to allow for hazelnut cultivar discrimination at the DNA level. Fourteen highly polymorphic SSR markers covering the 11 linkage groups of Corylus genome were PCR amplified in multiplex using fluorescent-labelled primers. PCR conditions and primer physical properties were optimized to generate a clear signal for each locus. The 14 SSRs were used to fingerprint 195 unique Corylus accessions collected from the USDA-NCGR. Fragment sizes were subjected to a UPGMA clustering analysis which separated Corylus accessions based on species and geographic origin. For validation purposes, hazelnut leaves from three locations in Ontario were collected for identity verification using this DNA fingerprinting test. As a result, 33.3% of the unknown trees were duplicates of seven distinct genotypes and a small percentage (8.3%) of these were identical to reference Corylus hybrids. These results reflect common mislabelling issues and genotype duplications that can prevent a uniform plant propagation system. Implementation of this test together with the addition of more unique accessions to the reference database will help verification of trueness-to-type of economically important cultivars for the hazelnut industry.
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Affiliation(s)
- Jose A Freixas-Coutin
- Gosling Research Institute for Plant Preservation (GRIPP), University of Guelph, 50 Stone Rd E, Guelph, ON, N1G 2W1, Canada
| | - Shengyu An
- Gosling Research Institute for Plant Preservation (GRIPP), University of Guelph, 50 Stone Rd E, Guelph, ON, N1G 2W1, Canada
| | - Joseph Postman
- USDA-ARS, National Clonal Germplasm Repository, 33447 Peoria Rd, Corvallis, OR, 97333, USA
| | - Nahla V Bassil
- USDA-ARS, National Clonal Germplasm Repository, 33447 Peoria Rd, Corvallis, OR, 97333, USA
| | - Barbara Yates
- Ferrero Canada Ltd., 1 Ferrero Blvd, Brantford, ON, N3V 1G3, Canada
| | - Mukund Shukla
- Gosling Research Institute for Plant Preservation (GRIPP), University of Guelph, 50 Stone Rd E, Guelph, ON, N1G 2W1, Canada
| | - Praveen K Saxena
- Gosling Research Institute for Plant Preservation (GRIPP), University of Guelph, 50 Stone Rd E, Guelph, ON, N1G 2W1, Canada.
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17
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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.
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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
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18
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Chagné D, Vanderzande S, Kirk C, Profitt N, Weskett R, Gardiner SE, Peace CP, Volz RK, Bassil NV. Validation of SNP markers for fruit quality and disease resistance loci in apple ( Malus × domestica Borkh.) using the OpenArray® platform. Hortic Res 2019; 6:30. [PMID: 30854208 PMCID: PMC6395728 DOI: 10.1038/s41438-018-0114-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Revised: 11/01/2018] [Accepted: 12/12/2018] [Indexed: 05/22/2023]
Abstract
Genome mapping has promised much to tree fruit breeding during the last 10 years. Nevertheless, one of the greatest challenges remaining to tree fruit geneticists is the translation of trait loci and whole genome sequences into diagnostic genetic markers that are efficient and cost-effective for use by breeders, who must select genetically optimal parents and subsequently select genetically superior individuals among their progeny. To take this translational step, we designed the apple International RosBREED SNP Consortium OpenArray v1.0 (IRSCOA v1.0) assay using a set of 128 apple single nucleotide polymorphisms (SNPs) linked to fruit quality and pest and disease resistance trait loci. The Thermo Fisher Scientific OpenArray® technology enables multiplexed screening of SNP markers using a real-time PCR instrument with fluorescent probe-based Taqman® assays. We validated the apple IRSCOA v1.0 multi-trait assay by screening 240 phenotyped individuals from the Plant & Food Research apple cultivar breeding programme. This set of individuals comprised commercial and heritage cultivars, elite selections, and families segregating for traits of importance to breeders. In total, 33 SNP markers of the IRSCOA v1.0 were validated for use in marker-assisted selection (MAS) for the scab resistances Rvi2/Vh2, Rvi4/Vh4, Rvi6/Vf, fire blight resistance MR5/RLP1, powdery mildew resistance Pl2, fruit firmness, skin colour, flavour intensity, and acidity. The availability of this set of validated trait-associated SNP markers, which can be used individually on multiple genotyping platforms available to various apple breeding programmes or re-designed using the flanking sequences, represents a large translational genetics step from genomics to crop improvement of apple.
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Affiliation(s)
- David Chagné
- The New Zealand Institute for Plant & Food Research Ltd (Plant & Food Research), Palmerston North Research Centre, Palmerston North, New Zealand
| | - Stijn Vanderzande
- Department of Horticulture, Washington State University, Pullman, WA USA
| | - Chris Kirk
- The New Zealand Institute for Plant & Food Research Ltd (Plant & Food Research), Palmerston North Research Centre, Palmerston North, New Zealand
| | - Natalie Profitt
- Plant & Food Research, Hawke’s Bay Research Centre, Havelock North, New Zealand
| | - Rosemary Weskett
- Plant & Food Research, Hawke’s Bay Research Centre, Havelock North, New Zealand
| | - Susan E. Gardiner
- The New Zealand Institute for Plant & Food Research Ltd (Plant & Food Research), Palmerston North Research Centre, Palmerston North, New Zealand
| | - Cameron P. Peace
- Department of Horticulture, Washington State University, Pullman, WA USA
| | - Richard K. Volz
- Plant & Food Research, Hawke’s Bay Research Centre, Havelock North, New Zealand
| | - Nahla V. Bassil
- USDA-ARS, National Clonal Germplasm Repository, Corvallis, OR USA
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19
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VanBuren R, Wai CM, Colle M, Wang J, Sullivan S, Bushakra JM, Liachko I, Vining KJ, Dossett M, Finn CE, Jibran R, Chagné D, Childs K, Edger PP, Mockler TC, Bassil NV. A near complete, chromosome-scale assembly of the black raspberry (Rubus occidentalis) genome. Gigascience 2018; 7:5069394. [PMID: 30107523 PMCID: PMC6131213 DOI: 10.1093/gigascience/giy094] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 07/10/2018] [Indexed: 11/13/2022] Open
Abstract
Background The fragmented nature of most draft plant genomes has hindered downstream gene discovery, trait mapping for breeding, and other functional genomics applications. There is a pressing need to improve or finish draft plant genome assemblies. Findings Here, we present a chromosome-scale assembly of the black raspberry genome using single-molecule real-time Pacific Biosciences sequencing and high-throughput chromatin conformation capture (Hi-C) genome scaffolding. The updated V3 assembly has a contig N50 of 5.1 Mb, representing an ∼200-fold improvement over the previous Illumina-based version. Each of the 235 contigs was anchored and oriented into seven chromosomes, correcting several major misassemblies. Black raspberry V3 contains 47 Mb of new sequences including large pericentromeric regions and thousands of previously unannotated protein-coding genes. Among the new genes are hundreds of expanded tandem gene arrays that were collapsed in the Illumina-based assembly. Detailed comparative genomics with the high-quality V4 woodland strawberry genome (Fragaria vesca) revealed near-perfect 1:1 synteny with dramatic divergence in tandem gene array composition. Lineage-specific tandem gene arrays in black raspberry are related to agronomic traits such as disease resistance and secondary metabolite biosynthesis. Conclusions The improved resolution of tandem gene arrays highlights the need to reassemble these highly complex and biologically important regions in draft plant genomes. The updated, high-quality black raspberry reference genome will be useful for comparative genomics across the horticulturally important Rosaceae family and enable the development of marker assisted breeding in Rubus.
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Affiliation(s)
- Robert VanBuren
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA.,Plant Resilience Institute, Michigan State University, East Lansing, MI, 48824, USA
| | - Ching Man Wai
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
| | - Marivi Colle
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
| | - Jie Wang
- Department of Plant Biology, Michigan State University, East Lansing, MI, 48824, USA
| | | | - Jill M Bushakra
- USDA-ARS National Clonal Germplasm Repository, 33447 Peoria Rd., Corvallis, OR, 97333, USA
| | | | - Kelly J Vining
- Blueberry Council (in Partnership with Agriculture and Agri-Food Canada) Agassiz Food Research Centre, BC V0M 1A0, Canada
| | - Michael Dossett
- Blueberry Council (in Partnership with Agriculture and Agri-Food Canada) Agassiz Food Research Centre, BC V0M 1A0, Canada
| | - Chad E Finn
- USDA-ARS Horticultural Crops Research Unit, Corvallis, OR 97330, USA
| | - Rubina Jibran
- The New Zealand Institute for Plant & Food Research Limited, Private Bag 11600, Palmerston North 4474, New Zealand
| | - David Chagné
- The New Zealand Institute for Plant & Food Research Limited, Private Bag 11600, Palmerston North 4474, New Zealand
| | - Kevin Childs
- Department of Plant Biology, Michigan State University, East Lansing, MI, 48824, USA
| | - Patrick P Edger
- Department of Horticulture, Michigan State University, East Lansing, MI, 48824, USA
| | - Todd C Mockler
- The Donald Danforth Plant Science Center, St. Louis, MO 63132, USA
| | - Nahla V Bassil
- USDA-ARS National Clonal Germplasm Repository, 33447 Peoria Rd., Corvallis, OR, 97333, USA
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20
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Zurn JD, Zlesak DC, Holen M, Bradeen JM, Hokanson SC, Bassil NV. Mapping a Novel Black Spot Resistance Locus in the Climbing Rose Brite Eyes™ ('RADbrite'). Front Plant Sci 2018; 9:1730. [PMID: 30534133 PMCID: PMC6275305 DOI: 10.3389/fpls.2018.01730] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Accepted: 11/07/2018] [Indexed: 05/22/2023]
Abstract
Rose black spot, caused by Diplocarpon rosae, is one of the most devastating foliar diseases of cultivated roses (Rosa spp.). The globally distributed pathogen has the potential to cause large economic losses in the outdoor cultivation of roses. Fungicides are the primary method to manage the disease, but are often viewed unfavorably by home gardeners due to potential environmental and health impacts. As such, rose cultivars with genetic resistance to black spot are highly desired. The tetraploid climbing rose Brite EyesTM ('RADbrite') is known for its resistance to black spot. To better characterize the resistance present in Brite EyesTM, phenotyping was conducted on a 94 individual F1 population developed by crossing Brite EyesTM to the susceptible tetraploid rose 'Morden Blush'. Brite EyesTM was resistant to all D. rosae races evaluated except for race 12. The progeny were either resistant or susceptible to all races (2, 3, 8, 9, 10, 11, and 13) evaluated. The segregation ratio was 1:1 (χ2 = 0.3830, P = 0.5360) suggesting resistance is conferred by a single locus. The roses were genotyped with the WagRhSNP 68K Axiom array and the 'polymapR' package was used to construct a map. A single resistance locus (Rdr4) was identified on the long arm of chromosome 5 homoeolog 4. Three resistance loci have been previously identified (Rdr1, Rdr2, and Rdr3). Both Rdr1 and Rdr2 are located on a chromosome 1 homoeolog. The chromosomal location of Rdr3 is unknown, however, races 3 and 9 are virulent on Rdr3. Rdr4 is either a novel gene or an allele of Rdr3 as it provides resistance to races 3 and 9. Due to its broad resistance, Rdr4 is an excellent gene to introgress into new rose cultivars.
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Affiliation(s)
- Jason D. Zurn
- USDA-ARS National Clonal Germplasm Repository, Corvallis, OR, United States
| | - David C. Zlesak
- Department of Plant and Earth Science, University of Wisconsin River Falls, River Falls, WI, United States
| | - Matthew Holen
- Department of Horticulture, University of Minnesota, St. Paul, MN, United States
| | - James M. Bradeen
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States
| | - Stan C. Hokanson
- Department of Horticulture, University of Minnesota, St. Paul, MN, United States
| | - Nahla V. Bassil
- USDA-ARS National Clonal Germplasm Repository, Corvallis, OR, United States
- *Correspondence: Nahla V. Bassil,
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21
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Vining KJ, Salinas N, Tennessen JA, Zurn JD, Sargent DJ, Hancock J, Bassil NV. Genotyping-by-sequencing enables linkage mapping in three octoploid cultivated strawberry families. PeerJ 2017; 5:e3731. [PMID: 28875078 PMCID: PMC5581533 DOI: 10.7717/peerj.3731] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [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: 05/08/2017] [Accepted: 08/03/2017] [Indexed: 12/30/2022] Open
Abstract
Genotyping-by-sequencing (GBS) was used to survey genome-wide single-nucleotide polymorphisms (SNPs) in three biparental strawberry (Fragaria × ananassa) populations with the goal of evaluating this technique in a species with a complex octoploid genome. GBS sequence data were aligned to the F. vesca ‘Fvb’ reference genome in order to call SNPs. Numbers of polymorphic SNPs per population ranged from 1,163 to 3,190. Linkage maps consisting of 30–65 linkage groups were produced from the SNP sets derived from each parent. The linkage groups covered 99% of the Fvb reference genome, with three to seven linkage groups from a given parent aligned to any particular chromosome. A phylogenetic analysis performed using the POLiMAPS pipeline revealed linkage groups that were most similar to ancestral species F. vesca for each chromosome. Linkage groups that were most similar to a second ancestral species, F. iinumae, were only resolved for Fvb 4. The quantity of missing data and heterogeneity in genome coverage inherent in GBS complicated the analysis, but POLiMAPS resolved F. × ananassa chromosomal regions derived from diploid ancestor F. vesca.
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Affiliation(s)
- Kelly J Vining
- Department of Horticulture, Oregon State University, Corvallis, OR, United States of America
| | - Natalia Salinas
- Department of Horticulture, University of Florida, Wimauma, FL, United States of America
| | - Jacob A Tennessen
- Department of Integrative Biology, Oregon State University, Corvallis, OR, United States of America
| | - Jason D Zurn
- National Clonal Germplasm Repository, United States Department of Agriculture, Agricultural Research Service, Corvallis, OR, United States of America
| | - Daniel James Sargent
- Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Italy.,East Malling Enterprise Centre, Driscoll's Genetics Limited, East Malling, United Kingdom
| | - James Hancock
- Department of Horticulture, Michigan State University, East Lansing, MI, United States of America
| | - Nahla V Bassil
- Department of Horticulture, Oregon State University, Corvallis, OR, United States of America.,National Clonal Germplasm Repository, United States Department of Agriculture, Agricultural Research Service, Corvallis, OR, United States of America
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22
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Verma S, Zurn JD, Salinas N, Mathey MM, Denoyes B, Hancock JF, Finn CE, Bassil NV, Whitaker VM. Clarifying sub-genomic positions of QTLs for flowering habit and fruit quality in U.S. strawberry ( Fragaria× ananassa) breeding populations using pedigree-based QTL analysis. Hortic Res 2017; 4:17062. [PMID: 29138689 PMCID: PMC5676184 DOI: 10.1038/hortres.2017.62] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Revised: 10/02/2017] [Accepted: 10/05/2017] [Indexed: 05/08/2023]
Abstract
The cultivated strawberry (Fragaria×ananassa) is consumed worldwide for its flavor and nutritional benefits. Genetic analysis of commercially important traits in strawberry are important for the development of breeding methods and tools for this species. Although several quantitative trait loci (QTL) have been previously detected for fruit quality and flowering traits using low-density genetic maps, clarity on the sub-genomic locations of these QTLs was missing. Recent discoveries in allo-octoploid strawberry genomics led to the development of the IStraw90 single-nucleotide polymorphism (SNP) array, enabling high-density genetic maps and finer resolution QTL analysis. In this study, breeder-specified traits were evaluated in the Eastern (Michigan) and Western (Oregon) United States for a common set of breeding populations during 2 years. Several QTLs were validated for soluble solids content (SSC), fruit weight (FWT), pH and titratable acidity (TA) using a pedigree-based QTL analysis approach. For fruit quality, a QTL for SSC on linkage group (LG) 6A, a QTL for FWT on LG 2BII, a QTL for pH on LG 4CII and two QTLs for TA on LGs 2A and 5B were detected. In addition, a large-effect QTL for flowering was detected at the distal end of LG 4A, coinciding with the FaPFRU locus. Marker haplotype analysis in the FaPFRU region indicated that the homozygous recessive genotype was highly predictive of seasonal flowering. SNP probes in the FaPFRU region may help facilitate marker-assisted selection for this trait.
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Affiliation(s)
- Sujeet Verma
- IFAS/Department of Horticulture, University of Florida, Gulf Coast Research and Education Center, 14625 CR 672, Wimauma, FL 33598, USA
| | - Jason D Zurn
- USDA-ARS National Clonal Germplasm Repository, 33447 Peoria Road, Corvallis, OR 97333, USA
| | - Natalia Salinas
- IFAS/Department of Horticulture, University of Florida, Gulf Coast Research and Education Center, 14625 CR 672, Wimauma, FL 33598, USA
| | - Megan M Mathey
- Department of Horticulture, Oregon State University, 4017 Agriculture and Life Sciences Building, Corvallis, OR 97331, USA
| | - Beatrice Denoyes
- Department of Horticulture, UMR 1332 Biologie du Fruit et Pathologie, INRA, Univ. Bordeaux, Villenave d’Ornon F-33140, France
| | | | - Chad E Finn
- USDA-ARS, HCRU, 3420 NW Orchard Avenue, Corvallis, OR 97330, USA
| | - Nahla V Bassil
- USDA-ARS National Clonal Germplasm Repository, 33447 Peoria Road, Corvallis, OR 97333, USA
- ()
| | - Vance M Whitaker
- IFAS/Department of Horticulture, University of Florida, Gulf Coast Research and Education Center, 14625 CR 672, Wimauma, FL 33598, USA
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23
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VanBuren R, Bryant D, Bushakra JM, Vining KJ, Edger PP, Rowley ER, Priest HD, Michael TP, Lyons E, Filichkin SA, Dossett M, Finn CE, Bassil NV, Mockler TC. The genome of black raspberry (Rubus occidentalis). Plant J 2016; 87:535-47. [PMID: 27228578 DOI: 10.1111/tpj.13215] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [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: 01/05/2016] [Revised: 04/27/2016] [Accepted: 05/12/2016] [Indexed: 05/02/2023]
Abstract
Black raspberry (Rubus occidentalis) is an important specialty fruit crop in the US Pacific Northwest that can hybridize with the globally commercialized red raspberry (R. idaeus). Here we report a 243 Mb draft genome of black raspberry that will serve as a useful reference for the Rosaceae and Rubus fruit crops (raspberry, blackberry, and their hybrids). The black raspberry genome is largely collinear to the diploid woodland strawberry (Fragaria vesca) with a conserved karyotype and few notable structural rearrangements. Centromeric satellite repeats are widely dispersed across the black raspberry genome, in contrast to the tight association with the centromere observed in most plants. Among the 28 005 predicted protein-coding genes, we identified 290 very recent small-scale gene duplicates enriched for sugar metabolism, fruit development, and anthocyanin related genes which may be related to key agronomic traits during black raspberry domestication. This contrasts patterns of recent duplications in the wild woodland strawberry F. vesca, which show no patterns of enrichment, suggesting gene duplications contributed to domestication traits. Expression profiles from a fruit ripening series and roots exposed to Verticillium dahliae shed insight into fruit development and disease response, respectively. The resources presented here will expedite the development of improved black and red raspberry, blackberry and other Rubus cultivars.
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Affiliation(s)
- Robert VanBuren
- Donald Danforth Plant Science Center, St. Louis, MO, 63132, USA
| | - Doug Bryant
- Donald Danforth Plant Science Center, St. Louis, MO, 63132, USA
| | - Jill M Bushakra
- USDA-ARS National Clonal Germplasm Repository, Corvallis, OR, 97333, USA
| | - Kelly J Vining
- Department of Horticulture, Oregon State University, Corvallis, OR, 97331, USA
- Center for Genome Research and Biocomputing, Oregon State University, Corvallis, OR, 97331, USA
| | - Patrick P Edger
- Department of Horticulture, Michigan State University, East Lansing, MI, 48823, USA
| | - Erik R Rowley
- Donald Danforth Plant Science Center, St. Louis, MO, 63132, USA
| | - Henry D Priest
- Donald Danforth Plant Science Center, St. Louis, MO, 63132, USA
| | | | - Eric Lyons
- CyVerse, BIO5, School of Plant Sciences, University of Arizona, Tucson, AZ, 85721, USA
| | - Sergei A Filichkin
- Center for Genome Research and Biocomputing, Oregon State University, Corvallis, OR, 97331, USA
- Department of Botany and Plant Pathology and Center for Genome Research and Biocomputing, Oregon State University Corvallis, Corvallis, OR, 97331, USA
| | - Michael Dossett
- B.C. Blueberry Council (in Partnership with Agriculture and Agri-Food Canada) - Agassiz Research and Development Centre, Agassiz, BC, VOM 1A0, Canada
| | - Chad E Finn
- USDA-ARS Horticultural Crops Research Unit, Corvallis, OR, 97330, USA
| | - Nahla V Bassil
- USDA-ARS National Clonal Germplasm Repository, Corvallis, OR, 97333, USA
| | - Todd C Mockler
- Donald Danforth Plant Science Center, St. Louis, MO, 63132, USA.
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24
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Mahoney LL, Sargent DJ, Abebe-Akele F, Wood DJ, Ward JA, Bassil NV, Hancock JF, Folta KM, Davis TM. A High-Density Linkage Map of the Ancestral Diploid Strawberry, , Constructed with Single Nucleotide Polymorphism Markers from the IStraw90 Array and Genotyping by Sequencing. Plant Genome 2016; 9. [PMID: 27898812 DOI: 10.3835/plantgenome2015.08.0071] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Makino is recognized as an ancestor of the octoploid strawberry species, which includes the cultivated strawberry, × Duchesne ex Rozier. Here we report the construction of the first high-density linkage map for . The linkage map (Fii map) is based on two high-throughput techniques of single nucleotide polymorphism (SNP) genotyping: the IStraw90 Array (hereafter "Array"), and genotyping by sequencing (GBS). The F generation mapping population was derived by selfing hybrid F1D, the product of a cross between two divergent accessions collected from Hokkaido, Japan. The Fii map consists of seven linkage groups (LGs) and has an overall length of 451.7 cM as defined by 496 loci populated by 4173 markers: 3280 from the Array and 893 from GBS. Comparisons with two versions of the ssp. L. 'Hawaii 4' pseudo-chromosome (PC) assemblies reveal substantial conservation of synteny and colinearity, yet identified differences that point to possible genomic divergences between and , and/or to genomic assembly errors. The Fii map provides a basis for anchoring a genome assembly as a prerequisite for constructing a second diploid reference genome for .
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Roach JA, Verma S, Peres NA, Jamieson AR, van de Weg WE, Bink MCAM, Bassil NV, Lee S, Whitaker VM. FaRXf1: a locus conferring resistance to angular leaf spot caused by Xanthomonas fragariae in octoploid strawberry. Theor Appl Genet 2016; 129:1191-201. [PMID: 26910360 DOI: 10.1007/s00122-016-2695-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2015] [Accepted: 02/12/2016] [Indexed: 05/18/2023]
Abstract
Angular leaf spot is a devastating bacterial disease of strawberry. Resistance from two wild accessions is highly heritable and controlled by a major locus on linkage group 6D. Angular leaf spot caused by Xanthomonas fragariae is the only major bacterial disease of cultivated strawberry (Fragaria ×ananassa). While this disease may cause reductions of up to 8 % of marketable yield in Florida winter annual production, no resistant cultivars have been commercialized. Wild accessions US4808 and US4809 were previously identified as resistant to the four genetic clades of X. fragariae, and introgression of the trait into commercial quality perennial-type germplasm was initiated. Previous reports indicated high heritability for the trait but proposed both single-locus and multi-locus inheritance models. The objective of this study was to determine the mode of inheritance of resistance, to identify causal loci, and to begin introgression of resistance into Florida-adapted germplasm. Resistance was observed in two years of field trials with inoculated plants that assayed four full-sib families descended from US4808 to US4809. Resistance segregated 1:1 in all families indicating control by a dominant allele at a single locus. Using a selective genotyping approach with the IStraw90 Axiom(®) SNP array and pedigree-based QTL detection, a single major-effect QTL was identified in two full-sib families, one descended from each resistant accession. High-resolution melt curve analysis validated the presence of the QTL in separate populations. The QTL was delimited to the 33.1-33.6 Mbp (F. vesca vesca v1.1 reference) and 34.8-35.3 Mbp (F. vesca bracteata v2.0 reference) regions of linkage group 6D for both resistance sources and was designated FaRXf1. Characterization of this locus will facilitate marker-assisted selection toward the development of resistant cultivars.
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Affiliation(s)
- Jack A Roach
- Department of Horticultural Science, IFAS Gulf Coast Research and Education Center, University of Florida, 14625 CR 672, Wimauma, FL, 33598, USA
| | - Sujeet Verma
- Department of Horticultural Science, IFAS Gulf Coast Research and Education Center, University of Florida, 14625 CR 672, Wimauma, FL, 33598, USA
| | - Natalia A Peres
- Department of Plant Pathology, IFAS Gulf Coast Research and Education Center, University of Florida, 14625 CR 672, Wimauma, FL, 33598, USA
| | - Andrew R Jamieson
- Atlantic Food and Horticulture Research Centre, Agriculture and Agri-Food Canada, 32 Main Street, Kentville, NS, B4N 1J5, Canada
| | - W Eric van de Weg
- Wageningen UR Plant Breeding, P.O. Box 16, 6700AA, Wageningen, The Netherlands
| | - Marco C A M Bink
- Biometris, Wageningen University and Research Centre, P.O Box 16, 6700AA, Wageningen, The Netherlands
| | - Nahla V Bassil
- USDA-ARS, National Clonal Germplasm Repository, 33447 Peoria Road, Corvallis, OR, 97333, USA
| | - Seonghee Lee
- Department of Horticultural Science, IFAS Gulf Coast Research and Education Center, University of Florida, 14625 CR 672, Wimauma, FL, 33598, USA
| | - Vance M Whitaker
- Department of Horticultural Science, IFAS Gulf Coast Research and Education Center, University of Florida, 14625 CR 672, Wimauma, FL, 33598, USA.
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Hancock JF, Sooriyapathirana SS, Bassil NV, Stegmeir T, Cai L, Finn CE, Van de Weg E, Weebadde CK. Public Availability of a Genotyped Segregating Population May Foster Marker Assisted Breeding (MAB) and Quantitative Trait Loci (QTL) Discovery: An Example Using Strawberry. Front Plant Sci 2016; 7:619. [PMID: 27242825 PMCID: PMC4860510 DOI: 10.3389/fpls.2016.00619] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Accepted: 04/22/2016] [Indexed: 05/30/2023]
Abstract
Much of the cost associated with marker discovery for marker assisted breeding (MAB) can be eliminated if a diverse, segregating population is generated, genotyped, and made available to the global breeding community. Herein, we present an example of a hybrid, wild-derived family of the octoploid strawberry that can be used by other breeding programs to economically find and tag useful genes for MAB. A pseudo test cross population between two wild species of Fragaria virginiana and F. chiloensis (FVC 11) was generated and evaluated for a set of phenotypic traits. A total of 106 individuals in the FVC 11 were genotyped for 29,251 single nucleotide polymorphisms (SNPs) utilizing a commercially available, genome-wide scanning platform (Affymetrix Axiom IStraw90(TW)). The marker trait associations were deduced using TASSEL software. The FVC 11 population segregating for daughters per mother, inflorescence number, inflorescence height, crown production, flower number, fruit size, yield, internal color, soluble solids, fruit firmness, and plant vigor. Coefficients of variations ranged from 10% for fruit firmness to 68% for daughters per mother, indicating an underlying quantitative inheritance for each trait. A total of 2,474 SNPs were found to be polymorphic in FVC 11 and strong marker trait associations were observed for vigor, daughters per mother, yield and fruit weight. These data indicate that FVC 11 can be used as a reference population for quantitative trait loci detection and subsequent MAB across different breeding programs and geographical locations.
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Affiliation(s)
- James F. Hancock
- Department of Horticulture, Michigan State University, East Lansing, MIUSA
| | - Suneth S. Sooriyapathirana
- Department of Molecular Biology and Biotechnology, Faculty of Science, University of Peradeniya, PeradeniyaSri Lanka
| | - Nahla V. Bassil
- United States Department of Agriculture – Agricultural Research Service, National Clonal Germplasm Repository, Corvallis, ORUSA
| | | | - Lichun Cai
- Department of Horticulture, Michigan State University, East Lansing, MIUSA
| | - Chad E. Finn
- United States Department of Agriculture – Agricultural Research Service, Horticultural Crops Research Unit, Corvallis, ORUSA
| | | | - Cholani K. Weebadde
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MIUSA
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Gilmore BS, Alderman SC, Knaus BJ, Bassil NV, Martin RC, Dombrowski JE, Dung JKS. Simple sequence repeat markers that identify Claviceps species and strains. Fungal Biol Biotechnol 2016; 3:1. [PMID: 28955460 PMCID: PMC5611664 DOI: 10.1186/s40694-016-0019-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Accepted: 01/03/2016] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Claviceps purpurea is a pathogen that infects most members of Pooideae, a subfamily of Poaceae, and causes ergot, a floral disease in which the ovary is replaced with a sclerotium. When the ergot body is accidently consumed by either man or animal in high enough quantities, there is extreme pain, limb loss and sometimes death. RESULTS This study was initiated to develop simple sequence repeat (SSRs) markers for rapid identification of C. purpurea. SSRs were designed from sequence data stored at the National Center for Biotechnology Information database. The study consisted of 74 ergot isolates, from four different host species, Lolium perenne, Poa pratensis, Bromus inermis, and Secale cereale plus three additional Claviceps species, C. pusilla, C. paspali and C.fusiformis. Samples were collected from six different counties in Oregon and Washington over a 5-year period. Thirty-four SSR markers were selected, which enabled the differentiation of each isolate from one another based solely on their molecular fingerprints. Discriminant analysis of principle components was used to identify four isolate groups, CA Group 1, 2, 3, and 4, for subsequent cluster and molecular variance analyses. CA Group 1 consisting of eight isolates from the host species P. pratensis, was separated on the cluster analysis plot from the remaining three groups and this group was later identified as C. humidiphila. The other three groups were distinct from one another, but closely related. These three groups contained samples from all four of the host species. These SSRs are simple to use, reliable and allowed clear differentiation of C. humidiphila from C. purpurea. Isolates from the three separate species, C. pusilla, C. paspali and C.fusiformis, also amplified with these markers. CONCLUSIONS The SSR markers developed in this study will be helpful in defining the population structure and genetics of Claviceps strains. They will also provide valuable tools for plant breeders needing to identify resistance in crops or for researchers examining fungal movements across environments.
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Affiliation(s)
- Barbara S. Gilmore
- USDA ARS Forage Seed and Cereal Research, 3450 SW Campus Way, Corvallis, OR 97331 USA
| | - Stephen C. Alderman
- USDA ARS Forage Seed and Cereal Research, 3450 SW Campus Way, Corvallis, OR 97331 USA
| | - Brian J. Knaus
- USDA ARS Horticultural Crops Research Unit, 3420 NW Orchard Ave, Corvallis, OR 97331 USA
| | - Nahla V. Bassil
- USDA ARS National Clonal Germplasm Repository, 33447 Peoria Road, Corvallis, OR 97333 USA
| | - Ruth C. Martin
- USDA ARS Forage Seed and Cereal Research, 3450 SW Campus Way, Corvallis, OR 97331 USA
| | - James E. Dombrowski
- USDA ARS Forage Seed and Cereal Research, 3450 SW Campus Way, Corvallis, OR 97331 USA
| | - Jeremiah K. S. Dung
- Oregon State University, Central Oregon Agricultural Research Center, 850 NW Dogwood Lane, Madras, OR 97741 USA
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Bushakra JM, Bryant DW, Dossett M, Vining KJ, VanBuren R, Gilmore BS, Lee J, Mockler TC, Finn CE, Bassil NV. A genetic linkage map of black raspberry (Rubus occidentalis) and the mapping of Ag(4) conferring resistance to the aphid Amphorophora agathonica. Theor Appl Genet 2015; 128:1631-46. [PMID: 26037086 PMCID: PMC4477079 DOI: 10.1007/s00122-015-2541-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2015] [Accepted: 05/18/2015] [Indexed: 05/07/2023]
Abstract
We have constructed a densely populated, saturated genetic linkage map of black raspberry and successfully placed a locus for aphid resistance. Black raspberry (Rubus occidentalis L.) is a high-value crop in the Pacific Northwest of North America with an international marketplace. Few genetic resources are readily available and little improvement has been achieved through breeding efforts to address production challenges involved in growing this crop. Contributing to its lack of improvement is low genetic diversity in elite cultivars and an untapped reservoir of genetic diversity from wild germplasm. In the Pacific Northwest, where most production is centered, the current standard commercial cultivar is highly susceptible to the aphid Amphorophora agathonica Hottes, which is a vector for the Raspberry mosaic virus complex. Infection with the virus complex leads to a rapid decline in plant health resulting in field replacement after only 3-4 growing seasons. Sources of aphid resistance have been identified in wild germplasm and are used to develop mapping populations to study the inheritance of these valuable traits. We have constructed a genetic linkage map using single-nucleotide polymorphism and transferable (primarily simple sequence repeat) markers for F1 population ORUS 4305 consisting of 115 progeny that segregate for aphid resistance. Our linkage map of seven linkage groups representing the seven haploid chromosomes of black raspberry consists of 274 markers on the maternal map and 292 markers on the paternal map including a morphological locus for aphid resistance. This is the first linkage map of black raspberry and will aid in developing markers for marker-assisted breeding, comparative mapping with other Rubus species, and enhancing the black raspberry genome assembly.
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Affiliation(s)
- Jill M Bushakra
- USDA-ARS National Clonal Germplasm Repository, 33447 Peoria Rd., Corvallis, OR, 97333, USA,
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Bassil NV, Davis TM, Zhang H, Ficklin S, Mittmann M, Webster T, Mahoney L, Wood D, Alperin ES, Rosyara UR, Koehorst-Vanc Putten H, Monfort A, Sargent DJ, Amaya I, Denoyes B, Bianco L, van Dijk T, Pirani A, Iezzoni A, Main D, Peace C, Yang Y, Whitaker V, Verma S, Bellon L, Brew F, Herrera R, van de Weg E. Development and preliminary evaluation of a 90 K Axiom® SNP array for the allo-octoploid cultivated strawberry Fragaria × ananassa. BMC Genomics 2015; 16:155. [PMID: 25886969 PMCID: PMC4374422 DOI: 10.1186/s12864-015-1310-1] [Citation(s) in RCA: 142] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2014] [Accepted: 02/02/2015] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND A high-throughput genotyping platform is needed to enable marker-assisted breeding in the allo-octoploid cultivated strawberry Fragaria × ananassa. Short-read sequences from one diploid and 19 octoploid accessions were aligned to the diploid Fragaria vesca 'Hawaii 4' reference genome to identify single nucleotide polymorphisms (SNPs) and indels for incorporation into a 90 K Affymetrix® Axiom® array. We report the development and preliminary evaluation of this array. RESULTS About 36 million sequence variants were identified in a 19 member, octoploid germplasm panel. Strategies and filtering pipelines were developed to identify and incorporate markers of several types: di-allelic SNPs (66.6%), multi-allelic SNPs (1.8%), indels (10.1%), and ploidy-reducing "haploSNPs" (11.7%). The remaining SNPs included those discovered in the diploid progenitor F. iinumae (3.9%), and speculative "codon-based" SNPs (5.9%). In genotyping 306 octoploid accessions, SNPs were assigned to six classes with Affymetrix's "SNPolisher" R package. The highest quality classes, PolyHigh Resolution (PHR), No Minor Homozygote (NMH), and Off-Target Variant (OTV) comprised 25%, 38%, and 1% of array markers, respectively. These markers were suitable for genetic studies as demonstrated in the full-sib family 'Holiday' × 'Korona' with the generation of a genetic linkage map consisting of 6,594 PHR SNPs evenly distributed across 28 chromosomes with an average density of approximately one marker per 0.5 cM, thus exceeding our goal of one marker per cM. CONCLUSIONS The Affymetrix IStraw90 Axiom array is the first high-throughput genotyping platform for cultivated strawberry and is commercially available to the worldwide scientific community. The array's high success rate is likely driven by the presence of naturally occurring variation in ploidy level within the nominally octoploid genome, and by effectiveness of the employed array design and ploidy-reducing strategies. This array enables genetic analyses including generation of high-density linkage maps, identification of quantitative trait loci for economically important traits, and genome-wide association studies, thus providing a basis for marker-assisted breeding in this high value crop.
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Affiliation(s)
| | | | | | | | | | | | | | - David Wood
- University of New Hampshire, Durham, NH, USA.
| | | | | | | | - Amparo Monfort
- IRTA-Center for Research in Agricultural Genomics CSIC-IRTA-UAB-UB, Barcelona, Spain.
| | - Daniel J Sargent
- Fondazione Edmund Mach, Research and Innovation Centre, San Michele all'Adige, 38010, TN, Italy.
| | | | | | - Luca Bianco
- Fondazione Edmund Mach, Research and Innovation Centre, San Michele all'Adige, 38010, TN, Italy.
| | - Thijs van Dijk
- Wageningen-UR Plant Breeding, Wageningen, The Netherlands.
| | | | - Amy Iezzoni
- Michigan State University, East Lansing, MI, USA.
| | - Dorrie Main
- Washington State University, Pullman, WA, USA.
| | | | - Yilong Yang
- University of New Hampshire, Durham, NH, USA.
| | | | | | | | - Fiona Brew
- Affymetrix UK Ltd, Wooburn Green, High Wycombe, UK.
| | - Raul Herrera
- Instituto Ciencias Biologicas, Universidad de Talca, Talca, Chile.
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Bassil NV, Davis TM, Zhang H, Ficklin S, Mittmann M, Webster T, Mahoney L, Wood D, Alperin ES, Rosyara UR, Koehorst-Vanc Putten H, Monfort A, Sargent DJ, Amaya I, Denoyes B, Bianco L, van Dijk T, Pirani A, Iezzoni A, Main D, Peace C, Yang Y, Whitaker V, Verma S, Bellon L, Brew F, Herrera R, van de Weg E. Development and preliminary evaluation of a 90 K Axiom® SNP array for the allo-octoploid cultivated strawberry Fragaria × ananassa. BMC Genomics 2015. [PMID: 25886969 DOI: 10.1186/s12864-12015-11310-12861] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/14/2023] Open
Abstract
BACKGROUND A high-throughput genotyping platform is needed to enable marker-assisted breeding in the allo-octoploid cultivated strawberry Fragaria × ananassa. Short-read sequences from one diploid and 19 octoploid accessions were aligned to the diploid Fragaria vesca 'Hawaii 4' reference genome to identify single nucleotide polymorphisms (SNPs) and indels for incorporation into a 90 K Affymetrix® Axiom® array. We report the development and preliminary evaluation of this array. RESULTS About 36 million sequence variants were identified in a 19 member, octoploid germplasm panel. Strategies and filtering pipelines were developed to identify and incorporate markers of several types: di-allelic SNPs (66.6%), multi-allelic SNPs (1.8%), indels (10.1%), and ploidy-reducing "haploSNPs" (11.7%). The remaining SNPs included those discovered in the diploid progenitor F. iinumae (3.9%), and speculative "codon-based" SNPs (5.9%). In genotyping 306 octoploid accessions, SNPs were assigned to six classes with Affymetrix's "SNPolisher" R package. The highest quality classes, PolyHigh Resolution (PHR), No Minor Homozygote (NMH), and Off-Target Variant (OTV) comprised 25%, 38%, and 1% of array markers, respectively. These markers were suitable for genetic studies as demonstrated in the full-sib family 'Holiday' × 'Korona' with the generation of a genetic linkage map consisting of 6,594 PHR SNPs evenly distributed across 28 chromosomes with an average density of approximately one marker per 0.5 cM, thus exceeding our goal of one marker per cM. CONCLUSIONS The Affymetrix IStraw90 Axiom array is the first high-throughput genotyping platform for cultivated strawberry and is commercially available to the worldwide scientific community. The array's high success rate is likely driven by the presence of naturally occurring variation in ploidy level within the nominally octoploid genome, and by effectiveness of the employed array design and ploidy-reducing strategies. This array enables genetic analyses including generation of high-density linkage maps, identification of quantitative trait loci for economically important traits, and genome-wide association studies, thus providing a basis for marker-assisted breeding in this high value crop.
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Affiliation(s)
| | | | | | | | | | | | | | - David Wood
- University of New Hampshire, Durham, NH, USA.
| | | | | | | | - Amparo Monfort
- IRTA-Center for Research in Agricultural Genomics CSIC-IRTA-UAB-UB, Barcelona, Spain.
| | - Daniel J Sargent
- Fondazione Edmund Mach, Research and Innovation Centre, San Michele all'Adige, 38010, TN, Italy.
| | | | | | - Luca Bianco
- Fondazione Edmund Mach, Research and Innovation Centre, San Michele all'Adige, 38010, TN, Italy.
| | - Thijs van Dijk
- Wageningen-UR Plant Breeding, Wageningen, The Netherlands.
| | | | - Amy Iezzoni
- Michigan State University, East Lansing, MI, USA.
| | - Dorrie Main
- Washington State University, Pullman, WA, USA.
| | | | - Yilong Yang
- University of New Hampshire, Durham, NH, USA.
| | | | | | | | - Fiona Brew
- Affymetrix UK Ltd, Wooburn Green, High Wycombe, UK.
| | - Raul Herrera
- Instituto Ciencias Biologicas, Universidad de Talca, Talca, Chile.
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Rowland LJ, Alkharouf N, Darwish O, Ogden EL, Polashock JJ, Bassil NV, Main D. Generation and analysis of blueberry transcriptome sequences from leaves, developing fruit, and flower buds from cold acclimation through deacclimation. BMC Plant Biol 2012; 12:46. [PMID: 22471859 PMCID: PMC3378433 DOI: 10.1186/1471-2229-12-46] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2011] [Accepted: 04/02/2012] [Indexed: 05/21/2023]
Abstract
BACKGROUND There has been increased consumption of blueberries in recent years fueled in part because of their many recognized health benefits. Blueberry fruit is very high in anthocyanins, which have been linked to improved night vision, prevention of macular degeneration, anti-cancer activity, and reduced risk of heart disease. Very few genomic resources have been available for blueberry, however. Further development of genomic resources like expressed sequence tags (ESTs), molecular markers, and genetic linkage maps could lead to more rapid genetic improvement. Marker-assisted selection could be used to combine traits for climatic adaptation with fruit and nutritional quality traits. RESULTS Efforts to sequence the transcriptome of the commercial highbush blueberry (Vaccinium corymbosum) cultivar Bluecrop and use the sequences to identify genes associated with cold acclimation and fruit development and develop SSR markers for mapping studies are presented here. Transcriptome sequences were generated from blueberry fruit at different stages of development, flower buds at different stages of cold acclimation, and leaves by next-generation Roche 454 sequencing. Over 600,000 reads were assembled into approximately 15,000 contigs and 124,000 singletons. The assembled sequences were annotated and functionally mapped to Gene Ontology (GO) terms. Frequency of the most abundant sequences in each of the libraries was compared across all libraries to identify genes that are potentially differentially expressed during cold acclimation and fruit development. Real-time PCR was performed to confirm their differential expression patterns. Overall, 14 out of 17 of the genes examined had differential expression patterns similar to what was predicted from their reads alone. The assembled sequences were also mined for SSRs. From these sequences, 15,886 blueberry EST-SSR loci were identified. Primers were designed from 7,705 of the SSR-containing sequences with adequate flanking sequence. One hundred primer pairs were tested for amplification and polymorphism among parents of two blueberry populations currently being used for genetic linkage map construction. The tetraploid mapping population was based on a cross between the highbush cultivars Draper and Jewel (V. darrowii is also in the background of 'Jewel'). The diploid mapping population was based on a cross between an F1 hybrid of V. darrowii and diploid V. corymbosum and another diploid V. corymbosum. The overall amplification rate of the SSR primers was 68% and the polymorphism rate was 43%. CONCLUSIONS These results indicate that this large collection of 454 ESTs will be a valuable resource for identifying genes that are potentially differentially expressed and play important roles in flower bud development, cold acclimation, chilling unit accumulation, and fruit development in blueberry and related species. In addition, the ESTs have already proved useful for the development of SSR and EST-PCR markers, and are currently being used for construction of genetic linkage maps in blueberry.
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Affiliation(s)
- Lisa J Rowland
- Genetic Improvement of Fruits and Vegetables Laboratory, USDA-ARS, BARC-West, 10300 Baltimore Ave., Beltsville, MD 20705, USA
| | - Nadim Alkharouf
- Department of Computer and Information Sciences, Towson University, 8000 York Road, Towson, MD 21252, USA
| | - Omar Darwish
- Department of Computer and Information Sciences, Towson University, 8000 York Road, Towson, MD 21252, USA
| | - Elizabeth L Ogden
- Genetic Improvement of Fruits and Vegetables Laboratory, USDA-ARS, BARC-West, 10300 Baltimore Ave., Beltsville, MD 20705, USA
| | - James J Polashock
- Genetic Improvement of Fruits and Vegetables Laboratory, USDA-ARS, Blueberry and Cranberry Research Center, 125A Lake Oswego Road, Chatsworth, NJ 08019, USA
| | - Nahla V Bassil
- National Clonal Germplasm Repository, USDA-ARS, 33447 Peoria Road, Corvallis, OR 97333-2521, USA
| | - Dorrie Main
- Department of Horticulture and Landscape Architecture, Washington State University, Pullman, WA, USA
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Mehlenbacher SA, Brown RN, Nouhra ER, Gökirmak T, Bassil NV, Kubisiak TL. A genetic linkage map for hazelnut (Corylus avellana L.) based on RAPD and SSR markers. Genome 2006; 49:122-33. [PMID: 16498462 DOI: 10.1139/g05-091] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A linkage map for European hazelnut (Corylus avellana L.) was constructed using random amplified polymorphic DNA (RAPD) and simple sequence repeat (SSR) markers and the 2-way pseudotestcross approach. A full-sib population of 144 seedlings from the cross OSU 252.146 x OSU 414.062 was used. RAPD markers in testcross configuration, segregating 1:1, were used to construct separate maps for each parent. Fifty additional RAPD loci were assigned to linkage groups as accessory markers whose exact location could not be determined. Markers in intercross configuration, segregating 3:1, were used to pair groups in one parent with their homologues in the other. Eleven groups were identified for each parent, corresponding to the haploid chromosome number of hazelnut (n = x = 11). Thirty of the 31 SSR loci were able to be assigned to a linkage group. The maternal map included 249 RAPD and 20 SSR markers and spanned a distance of 661 cM. The paternal map included 271 RAPD and 28 SSR markers and spanned a distance of 812 cM. The maps are quite dense, with an average of 2.6 cM between adjacent markers. The S-locus, which controls pollen-stigma incompatibility, was placed on chromosome 5S where 6 markers linked within a distance of 10 cM were identified. A locus for resistance to eastern filbert blight, caused by Anisogramma anomala, was placed on chromosome 6R for which two additional markers tightly linked to the dominant allele were identified and sequenced. These maps will serve as a starting point for future studies of the hazelnut genome, including map-based cloning of important genes. The inclusion of SSR loci on the map will make it useful in other populations.
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Affiliation(s)
- Shawn A Mehlenbacher
- Department of Horticulture, Oregon State University, 4017 Agricultural and Life Sciences Building, Corvallis, OR 97331-7304, USA.
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Sargent DJ, Clarke J, Simpson DW, Tobutt KR, Arús P, Monfort A, Vilanova S, Denoyes-Rothan B, Rousseau M, Folta KM, Bassil NV, Battey NH. An enhanced microsatellite map of diploid Fragaria. Theor Appl Genet 2006; 112:1349-59. [PMID: 16505996 DOI: 10.1007/s00122-006-0237-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2005] [Accepted: 02/05/2006] [Indexed: 05/03/2023]
Abstract
A total of 45 microsatellites (SSRs) were developed for mapping in Fragaria. They included 31 newly isolated codominant genomic SSRs from F. nubicola and a further 14 SSRs, derived from an expressed sequence tagged library (EST-SSRs) of the cultivated strawberry, F. x ananassa. These, and an additional 64 previously characterised but unmapped SSRs and EST-SSRs, were scored in the diploid Fragaria interspecific F2 mapping population (FVxFN) derived from a cross between F. vesca 815 and F. nubicola 601. The cosegregation data of these 109 SSRs, and of 73 previously mapped molecular markers, were used to elaborate an enhanced linkage map. The map is composed of 182 molecular markers (175 microsatellites, six gene specific markers and one sequence-characterised amplified region) and spans 424 cM over seven linkage groups. The average marker spacing is 2.3 cM/marker and the map now contains just eight gaps longer than 10 cM. The transferability of the new SSR markers to the cultivated strawberry was demonstrated using eight cultivars. Because of the transferable nature of these markers, the map produced will provide a useful reference framework for the development of linkage maps of the cultivated strawberry and for the development of other key resources for Fragaria such as a physical map. In addition, the map now provides a framework upon which to place transferable markers, such as genes of known function, for comparative mapping purposes within Rosaceae.
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Affiliation(s)
- D J Sargent
- East Malling Research (EMR), New Road, East Malling, Kent, ME19 6BJ, UK.
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Mehlenbacher SA, Brown RN, Davis JW, Chen H, Bassil NV, Smith DC, Kubisiak TL. RAPD markers linked to eastern filbert blight resistance in Corylus avellana. Theor Appl Genet 2004; 108:651-656. [PMID: 14569427 DOI: 10.1007/s00122-003-1476-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2003] [Accepted: 09/10/2003] [Indexed: 05/24/2023]
Abstract
A total of 1,110 decamer primers were screened for RAPD markers linked to a dominant allele in hazelnut ( Corylus avellana) that confers resistance to eastern filbert blight caused by Anisogramma anomala. Twenty RAPD markers linked in coupling, and five markers linked in repulsion, were found. A seedling population was used to construct a linkage map of the region flanking the resistance locus. The map spans 46.6 cM, with 14 markers on one side of the resistance locus and eight on the other side. Eleven markers showed less than 3% recombination with resistance, including three that showed no recombination. Seven of these 11 markers are sufficiently robust to allow their use in marker-assisted selection. These include AA12(850) which shows no recombination, and six markers on one side of the resistance locus: 173(500), 152(800), 122(825), 275(1130), H19(650) and O16(1250). Marker 268(580), which flanks the resistance locus on the other side, is also suitable for use in marker-assisted selection, but shows 5.8% recombination with resistance. Other markers are less suitable for marker-assisted selection because of sensitivity to changes in primer or MgCl(2) concentration, or the long time required for electrophoresis to separate bands of similar size. The 16 markers closest to the resistance locus were cloned and sequenced. The W07(365) marker, which showed no recombination with the resistance locus but is difficult to score, includes a CT microsatellite repeat. The sequence information will allow the design of SCAR primers and eventual map-based cloning of the resistance allele.
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Affiliation(s)
- S A Mehlenbacher
- Department of Horticulture, Oregon State University, 4017 ALS Building, Corvallis, OR 97331, USA.
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