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Dipta B, Sood S, Mangal V, Bhardwaj V, Thakur AK, Kumar V, Singh B. KASP: a high-throughput genotyping system and its applications in major crop plants for biotic and abiotic stress tolerance. Mol Biol Rep 2024; 51:508. [PMID: 38622474 DOI: 10.1007/s11033-024-09455-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Accepted: 03/18/2024] [Indexed: 04/17/2024]
Abstract
Advances in plant molecular breeding have resulted in the development of new varieties with superior traits, thus improving the crop germplasm. Breeders can screen a large number of accessions without rigorous and time-consuming phenotyping by marker-assisted selection (MAS). Molecular markers are one of the most imperative tools in plant breeding programmes for MAS to develop new cultivars possessing multiple superior traits. Single nucleotide polymorphisms (SNPs) are ideal for MAS due to their low cost, low genotyping error rates, and reproducibility. Kompetitive Allele Specific PCR (KASP) is a globally recognized technology for SNP genotyping. KASP is an allele-specific oligo extension-based PCR assay that uses fluorescence resonance energy transfer (FRET) to detect genetic variations such as SNPs and insertions/deletions (InDels) at a specific locus. Additionally, KASP allows greater flexibility in assay design, which leads to a higher success rate and the capability to genotype a large population. Its versatility and ease of use make it a valuable tool in various fields, including genetics, agriculture, and medical research. KASP has been extensively used in various plant-breeding applications, such as the identification of germplasm resources, quality control (QC) analysis, allele mining, linkage mapping, quantitative trait locus (QTL) mapping, genetic map construction, trait-specific marker development, and MAS. This review provides an overview of the KASP assay and emphasizes its validation in crop improvement related to various biotic and abiotic stress tolerance and quality traits.
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Affiliation(s)
- Bhawna Dipta
- ICAR-Central Potato Research Institute, Bemloe, Shimla, Himachal Pradesh, 171001, India
| | - Salej Sood
- ICAR-Central Potato Research Institute, Bemloe, Shimla, Himachal Pradesh, 171001, India.
| | - Vikas Mangal
- ICAR-Central Potato Research Institute, Bemloe, Shimla, Himachal Pradesh, 171001, India
| | - Vinay Bhardwaj
- ICAR-National Research Centre on Seed Spices, Tabiji, Ajmer, Rajasthan, 305206, India
| | - Ajay Kumar Thakur
- ICAR-Central Potato Research Institute, Bemloe, Shimla, Himachal Pradesh, 171001, India
| | - Vinod Kumar
- ICAR-Central Potato Research Institute, Bemloe, Shimla, Himachal Pradesh, 171001, India
| | - Brajesh Singh
- ICAR-Central Potato Research Institute, Bemloe, Shimla, Himachal Pradesh, 171001, India
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Karelov A, Kozub N, Sozinova O, Pirko Y, Sozinov I, Yemets A, Blume Y. Wheat Genes Associated with Different Types of Resistance against Stem Rust ( Puccinia graminis Pers.). Pathogens 2022; 11:pathogens11101157. [PMID: 36297214 PMCID: PMC9608978 DOI: 10.3390/pathogens11101157] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 09/25/2022] [Accepted: 10/05/2022] [Indexed: 11/13/2022] Open
Abstract
Stem rust is one wheat's most dangerous fungal diseases. Yield losses caused by stem rust have been significant enough to cause famine in the past. Some races of stem rust are considered to be a threat to food security even nowadays. Resistance genes are considered to be the most rational environment-friendly and widely used way to control the spread of stem rust and prevent yield losses. More than 60 genes conferring resistance against stem rust have been discovered so far (so-called Sr genes). The majority of the Sr genes discovered have lost their effectiveness due to the emergence of new races of stem rust. There are some known resistance genes that have been used for over 50 years and are still effective against most known races of stem rust. The goal of this article is to outline the different types of resistance against stem rust as well as the effective and noneffective genes, conferring each type of resistance with a brief overview of their origin and usage.
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Affiliation(s)
- Anatolii Karelov
- Institute of Food Biotechnology and Genomics, National Academy of Sciences of Ukraine, 04123 Kyiv, Ukraine
- Institute of Plant Protection, National Academy of Agrarian Sciences of Ukraine, 03022 Kyiv, Ukraine
- Correspondence: (A.K.); (Y.B.)
| | - Natalia Kozub
- Institute of Food Biotechnology and Genomics, National Academy of Sciences of Ukraine, 04123 Kyiv, Ukraine
- Institute of Plant Protection, National Academy of Agrarian Sciences of Ukraine, 03022 Kyiv, Ukraine
| | - Oksana Sozinova
- Institute of Food Biotechnology and Genomics, National Academy of Sciences of Ukraine, 04123 Kyiv, Ukraine
- Institute of Plant Protection, National Academy of Agrarian Sciences of Ukraine, 03022 Kyiv, Ukraine
| | - Yaroslav Pirko
- Institute of Food Biotechnology and Genomics, National Academy of Sciences of Ukraine, 04123 Kyiv, Ukraine
| | - Igor Sozinov
- Institute of Plant Protection, National Academy of Agrarian Sciences of Ukraine, 03022 Kyiv, Ukraine
| | - Alla Yemets
- Institute of Food Biotechnology and Genomics, National Academy of Sciences of Ukraine, 04123 Kyiv, Ukraine
| | - Yaroslav Blume
- Institute of Food Biotechnology and Genomics, National Academy of Sciences of Ukraine, 04123 Kyiv, Ukraine
- Correspondence: (A.K.); (Y.B.)
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Megerssa SH, Ammar K, Acevedo M, Bergstrom GC, Dreisigacker S, Randhawa M, Brown-Guedira G, Ward B, Sorrells ME. QTL mapping of seedling and field resistance to stem rust in DAKIYE/Reichenbachii durum wheat population. PLoS One 2022; 17:e0273993. [PMID: 36201474 PMCID: PMC9536579 DOI: 10.1371/journal.pone.0273993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Accepted: 08/19/2022] [Indexed: 11/18/2022] Open
Abstract
Stem rust caused by the fungus Puccinia graminis f.sp. tritici Eriks. & E. Henn. (Pgt) threatens the global production of both durum wheat (Triticum turgidum L. ssp. durum (Desf.) Husnot) and common wheat (Triticum aestivum L.). The objective of this study was to evaluate a durum wheat recombinant inbred line (RIL) population from a cross between a susceptible parent 'DAKIYE' and a resistant parent 'Reichenbachii' developed by the International Center for the Improvement of Maize and Wheat (CIMMYT) 1) for seedling response to races JRCQC and TTRTF and 2) for field response to a bulk of the current Pgt races prevalent in Ethiopia and Kenya and 3) to map loci associated with seedling and field resistances in this population. A total of 224 RILs along with their parents were evaluated at the seedling stage in the Ethiopian Institute for Agricultural Research greenhouse at Debre Zeit, Ethiopia and in the EIAR and KALRO fields in Ethiopia and Kenya, for two seasons from 2019 to 2020. The lines were genotyped using the genotyping-by-sequencing approach. A total of 843 single nucleotide polymorphism markers for 175 lines were used for quantitative trait locus (QTL) analyses. Composite interval mapping (CIM) identified three QTL on chromosomes 3B, 4B and 7B contributed by the resistant parent. The QTL on chromosome 3B was identified at all growth stages and it explained 11.8%, 6.5%, 6.4% and 15.3% of the phenotypic variation for responses to races JRCQC, TTRTF and in the field trials ETMS19 and KNMS19, respectively. The power to identify additional QTL in this population was limited by the number of high-quality markers, since several markers with segregation distortion were eliminated. A cytological study is needed to understand the presence of chromosomal rearrangements. Future evaluations of additional durum lines and RIL families identification of durable adult plant resistance sources is crucial for breeding stem rust resistance in durum wheat in the future.
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Affiliation(s)
- Shitaye Homma Megerssa
- Ethiopian Institute of Agricultural (EIAR), Addis Ababa, Ethiopia
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, United States of America
- * E-mail:
| | - Karim Ammar
- International Maize and Wheat Improvement Center (CIMMYT), Mexico D. F., Mexico
| | - Maricelis Acevedo
- Department of Global Development, Cornell University, Ithaca, NY, United States of America
| | - Gary Carlton Bergstrom
- School of Integrative Plant Science, Plant Pathology and Plant-Microbe Biology Section, Cornell University, Ithaca, NY, United States of America
| | | | - Mandeep Randhawa
- International Maize and Wheat Improvement Center (CIMMYT), Nairobi, Kenya
| | | | - Brian Ward
- USDA-ARS Plant Science Unit, Raleigh, NC, United States of America
| | - Mark Earl Sorrells
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, United States of America
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Gordon T, Jin Y, Gale S, Rouse M, Stoxen S, Wanyera R, Macharia G, Randhawa M, Bhavani S, Brown-Guedira G, Marshall D, Babiker E, Bockelman H, Bonman JM. Identification of Winter Habit Bread Wheat Landraces in the National Small Grains Collection with Resistance to Emerging Stem Rust Pathogen Variants. PLANT DISEASE 2021; 105:3998-4005. [PMID: 34232053 DOI: 10.1094/pdis-04-21-0743-re] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Wheat stem rust caused by Puccinia graminis f. sp. tritici is a widespread and recurring threat to wheat production. Emerging P. graminis f. sp. tritici variants are rapidly overcoming major gene resistance deployed in wheat cultivars and new sources of race-nonspecific resistance are urgently needed. The National Small Grains Collection (NSGC) contains thousands of wheat landrace accessions that may harbor unique and broadly effective sources of resistance to emerging P. graminis f. sp. tritici variants. All NSGC available facultative and winter-habit bread wheat landraces were tested in a field nursery in St. Paul, Minnesota, against a bulk collection of six common U.S. P. graminis f. sp. tritici races. Infection response and severity data were collected on 9,192 landrace accessions at the soft-dough stage and resistant accessions were derived from single spikes. Derived accessions were tested in St. Paul a second time to confirm resistance and in a field nursery in Njoro, Kenya against emerging races of P. graminis f. sp. tritici with virulence to many known resistance genes including Sr24, Sr31, Sr38, and SrTmp. Accessions resistant in the St. Paul field were also tested at the seedling stage with up to 13 P. graminis f. sp. tritici races, including TTKSK and TKTTF, and with 19 molecular markers linked with known stem rust resistance genes or genes associated with modern breeding practices. Forty-five accessions were resistant in both U.S. and Kenya field nurseries and lacked alleles linked with known stem rust resistance genes. Accessions with either moderate or strong resistance in the U.S. and Kenya field nurseries and with novel seedling resistance will be prioritized for further study.
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Affiliation(s)
- Tyler Gordon
- U.S. Department of Agriculture, Agricultural Research Service, Small Grains and Potato Germplasm Research, Aberdeen, ID 83210, U.S.A
| | - Yue Jin
- U.S. Department of Agriculture, Agricultural Research Service, Cereal Disease Laboratory, St. Paul, MN 55108, U.S.A
| | - Samuel Gale
- U.S. Department of Agriculture, Agricultural Research Service, Cereal Disease Laboratory, St. Paul, MN 55108, U.S.A
| | - Matthew Rouse
- U.S. Department of Agriculture, Agricultural Research Service, Cereal Disease Laboratory, St. Paul, MN 55108, U.S.A
| | - Samuel Stoxen
- U.S. Department of Agriculture, Agricultural Research Service, Cereal Disease Laboratory, St. Paul, MN 55108, U.S.A
| | - Ruth Wanyera
- Kenya Agricultural and Livestock Research Organization, 20107 Njoro, Kenya
| | - Godwin Macharia
- Kenya Agricultural and Livestock Research Organization, 20107 Njoro, Kenya
| | - Mandeep Randhawa
- International Maize and Wheat Improvement Center-Kenya, 1041-00621 Nairobi, Kenya
| | - Sridhar Bhavani
- International Maize and Wheat Improvement Center, El Batán, Texcoco CP 56237, Edo. de México, Mexico
| | - Gina Brown-Guedira
- U.S. Department of Agriculture, Agricultural Research Service, Plant Science Research, Raleigh, NC 27695, U.S.A
| | - David Marshall
- U.S. Department of Agriculture, Agricultural Research Service, Plant Science Research, Raleigh, NC 27695, U.S.A
| | - Ebrahiem Babiker
- U.S. Department of Agriculture, Agricultural Research Service, Small Grains and Potato Germplasm Research, Aberdeen, ID 83210, U.S.A
- U.S. Department of Agriculture, Agricultural Research Service, Southern Horticultural Research Laboratory, Poplarville, MS 39470, U.S.A
| | - Harold Bockelman
- U.S. Department of Agriculture, Agricultural Research Service, Small Grains and Potato Germplasm Research, Aberdeen, ID 83210, U.S.A
| | - J Michael Bonman
- U.S. Department of Agriculture, Agricultural Research Service, Small Grains and Potato Germplasm Research, Aberdeen, ID 83210, U.S.A
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Li H, Hua L, Rouse MN, Li T, Pang S, Bai S, Shen T, Luo J, Li H, Zhang W, Wang X, Dubcovsky J, Chen S. Mapping and Characterization of a Wheat Stem Rust Resistance Gene in Durum Wheat "Kronos". FRONTIERS IN PLANT SCIENCE 2021; 12:751398. [PMID: 34721479 PMCID: PMC8555631 DOI: 10.3389/fpls.2021.751398] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Accepted: 09/09/2021] [Indexed: 05/22/2023]
Abstract
Wheat stem (or black) rust is one of the most devastating fungal diseases, threatening global wheat production. Identification, mapping, and deployment of effective resistance genes are critical to addressing this challenge. In this study, we mapped and characterized one stem rust resistance (Sr) gene from the tetraploid durum wheat variety Kronos (temporary designation SrKN). This gene was mapped on the long arm of chromosome 2B and confers resistance to multiple virulent Pgt races, such as TRTTF and BCCBC. Using a large mapping population (3,366 gametes), we mapped SrKN within a 0.29 cM region flanked by the sequenced-based markers pku4856F2R2 and pku4917F3R3, which corresponds to 5.6- and 7.2-Mb regions in the Svevo and Chinese Spring reference genomes, respectively. Both regions include a cluster of nucleotide binding leucine-repeat (NLR) genes that likely includes the candidate gene. An allelism test failed to detect recombination between SrKN and the previously mapped Sr9e gene. This result, together with the similar seedling resistance responses and resistance profiles, suggested that SrKN and Sr9e may represent the same gene. We introgressed SrKN into common wheat and developed completely linked markers to accelerate its deployment in the wheat breeding programs. SrKN can be a valuable component of transgenic cassettes or gene pyramids that includes multiple resistance genes to control this devastating disease.
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Affiliation(s)
- Hongna Li
- Peking University Institute of Advanced Agricultural Sciences, Weifang, China
| | - Lei Hua
- Peking University Institute of Advanced Agricultural Sciences, Weifang, China
| | - Matthew N. Rouse
- US Department of Agriculture-Agricultural Research Service, Cereal Disease Laboratory and Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States
| | - Tianya Li
- College of Plant Protection, Shenyang Agricultural University, Shenyang, China
| | - Shuyong Pang
- Peking University Institute of Advanced Agricultural Sciences, Weifang, China
- State Key Laboratory of North China Crop Improvement and Regulation, College of Plant Protection, Hebei Agricultural University, Baoding, China
| | - Shengsheng Bai
- Peking University Institute of Advanced Agricultural Sciences, Weifang, China
| | - Tao Shen
- Peking University Institute of Advanced Agricultural Sciences, Weifang, China
| | - Jing Luo
- Peking University Institute of Advanced Agricultural Sciences, Weifang, China
| | - Hongyu Li
- Peking University Institute of Advanced Agricultural Sciences, Weifang, China
| | - Wenjun Zhang
- Department of Plant Sciences, University of California, Davis, Davis, CA, United States
| | - Xiaodong Wang
- State Key Laboratory of North China Crop Improvement and Regulation, College of Plant Protection, Hebei Agricultural University, Baoding, China
| | - Jorge Dubcovsky
- Department of Plant Sciences, University of California, Davis, Davis, CA, United States
- Howard Hughes Medical Institute, Chevy Chase, MD, United States
| | - Shisheng Chen
- Peking University Institute of Advanced Agricultural Sciences, Weifang, China
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Widmer TL, Costa JM. Impact of the United States Department of Agriculture, Agricultural Research Service on Plant Pathology: 2015-2020. PHYTOPATHOLOGY 2021; 111:1265-1276. [PMID: 33507089 DOI: 10.1094/phyto-09-20-0393-ia] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
There is an increasing need to supply the world with more food as the population continues to grow. Research on mitigating the effects of plant diseases to improve crop yield and quality can help provide more food without increasing the land area devoted to farming. National Program 303 (NP 303) within the U.S. Department of Agriculture, Agricultural Research Service is dedicated to research across multiple fields in plant pathology. This review article highlights the research impact within NP 303 between 2015 and 2020, including case studies on wheat and citrus diseases and the National Plant Disease Recovery System, which provide specific examples of this impact.
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Affiliation(s)
- Timothy L Widmer
- United States Department of Agriculture, Agricultural Research Service, Beltsville, MD 20705
| | - José M Costa
- United States Department of Agriculture, Agricultural Research Service, Beltsville, MD 20705
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Edae EA, Pumphrey MO, Rouse MN. A Genome-Wide Association Study of Field and Seedling Response to Individual Stem Rust Pathogen Races Reveals Combinations of Race-Specific Genes in North American Spring Wheat. FRONTIERS IN PLANT SCIENCE 2018; 9:52. [PMID: 29441083 PMCID: PMC5797647 DOI: 10.3389/fpls.2018.00052] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Accepted: 01/10/2018] [Indexed: 05/22/2023]
Abstract
Stem rust of wheat caused by the fungal pathogen Puccinia graminis f. sp. tritici historically caused major yield losses of wheat worldwide. To understand the genetic basis of stem rust resistance in contemporary North American spring wheat, genome-wide association analysis (GWAS) was conducted on an association mapping panel comprised of 250 elite lines. The lines were evaluated in separate nurseries each inoculated with a different P. graminis f. sp. tritici race for 3 years (2013, 2015, and 2016) at Rosemount, Minnesota allowing the evaluation of race-specificity separate from the effect of environment. The lines were also challenged with the same four races at the seedling stage in a greenhouse facility at the USDA-ARS Cereal Disease Laboratory. A total of 22,310 high-quality SNPs obtained from the Infinium 90,000 SNPs chip were used to perform association analysis. We observed often negative and sometimes weak correlations between responses to different races that highlighted the abundance of race-specific resistance and the inability to predict the response of the lines across races. Markers strongly associated with resistance to the four races at seedling and field environments were identified. At the seedling stage, the most significant marker-trait associations were detected in the regions of known major genes (Sr6, Sr7a, and Sr9b) except for race QFCSC where a strong association was detected on chromosome arm 1AL. We postulated the presence of Sr2, Sr6, Sr7a, Sr8a, Sr9b, Sr11, Sr12, Sr24, Sr25, Sr31, and Sr57 (Lr34) in this germplasm based on phenotypic and marker data. We found over half of the panel possessed three or more Sr genes, and most commonly included various combinations of Sr6, Sr7a, Sr8a, Sr9b, Sr11, Sr12, and Sr57. Most of these genes confer resistance to specific P. graminis f. sp. tritici races accounting for the prevalent stem rust resistance in North American spring wheat.
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Affiliation(s)
- Erena A. Edae
- Cereal Disease Laboratory, United States Department of Agriculture - Agricultural Research Service (USDA ARS), St. Paul, MN, United States
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States
| | - Michael O. Pumphrey
- Department of Crop and Soil Sciences, Washington State University, Pullman, WA, United States
| | - Matthew N. Rouse
- Cereal Disease Laboratory, United States Department of Agriculture - Agricultural Research Service (USDA ARS), St. Paul, MN, United States
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States
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Zurn JD, Rouse MN, Chao S, Aoun M, Macharia G, Hiebert CW, Pretorius ZA, Bonman JM, Acevedo M. Dissection of the multigenic wheat stem rust resistance present in the Montenegrin spring wheat accession PI 362698. BMC Genomics 2018; 19:67. [PMID: 29357813 PMCID: PMC5776780 DOI: 10.1186/s12864-018-4438-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Accepted: 01/04/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Research to identify and characterize stem rust resistance genes in common wheat, Triticum aestivum, has been stimulated by the emergence of Ug99-lineage races of the wheat stem rust pathogen, Puccinia graminis f. sp. tritici (Pgt), in Eastern Africa. The Montenegrin spring wheat landrace PI 362698 was identified as a source of Pgt resistance. This accession exhibits resistance to multiple Ug99-lineage and North American Pgt races at seedling and adult-plant stages. A recombinant inbred population was developed by crossing the susceptible line LMPG-6 with a single plant selection of PI 362698. A genetic map was constructed using the Illumina iSelect 90 K wheat assay and the markers csLv34, NB-LRR3, and wMAS000003 and quantitative trait locus (QTL) analysis was performed. RESULTS QTL analysis identified five significant QTLs (α = 0.05) on chromosomes 2B, 3B, 6A, 6D, and 7A associated with wheat stem rust resistance. The QTL on chromosome 3B was identified using both field data from Kenya (Pgt Ug99-lineage races) and seedling data from Pgt race MCCF. This QTL potentially corresponds to Sr12 or a new allele of Sr12. The multi-pathogen resistance gene Sr57 located on chromosome 7D is present in PI 362698 according to the diagnostic markers csLv34 and wMAS000003, however a significant QTL was not detected at this locus. The QTLs on chromosomes 2B, 6A, and 6D were identified during seedling trials and are thought to correspond to Sr16, Sr8a, and Sr5, respectively. The QTL identified on chromosome 7A was detected using MCCF seedling data and may be Sr15 or a potentially novel allele of recently detected Ug99 resistance QTLs. CONCLUSIONS The combination of resistance QTLs found in PI 362698 is like the resistance gene combination present in the broadly resistant cultivar Thatcher. As such, PI 362698 may not be a landrace as previously thought. PI 362698 has been crossed with North Dakota wheat germplasm for future breeding efforts. Additional work is needed to fully understand why the combination of genes present in PI 362698 and 'Thatcher' provide such durable resistance.
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Affiliation(s)
- Jason D Zurn
- Department of Plant Pathology, North Dakota State University, Fargo, ND, USA
- USDA-ARS, National Clonal Germplasm Repository, Corvallis, OR, USA
| | - Matthew N Rouse
- USDA-ARS, Cereal Disease Laboratory, and Department of Plant Pathology, University of Minnesota, St. Paul, MN, USA
| | - Shiaoman Chao
- USDA-ARS, Cereal Crops Research Unit, Fargo, ND, USA
| | - Meriem Aoun
- Department of Plant Pathology, North Dakota State University, Fargo, ND, USA
| | - Godwin Macharia
- Kenya Agricultural and Livestock Research Organization, Njoro, Kenya
| | | | - Zacharias A Pretorius
- Department of Plant Sciences, University of the Free State, Bloemfontein, South Africa
| | - J Michael Bonman
- USDA-ARS, Small Grains and Potato Germplasm Research Unit, Aberdeen, ID, USA
| | - Maricelis Acevedo
- Department of Plant Pathology, North Dakota State University, Fargo, ND, USA.
- International Programs, College of Agriculture and Life Sciences, Cornell University, Mann Library B-75, Ithaca, NY, 14853, USA.
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Genotyping by Sequencing in Almond: SNP Discovery, Linkage Mapping, and Marker Design. G3-GENES GENOMES GENETICS 2018; 8:161-172. [PMID: 29141988 PMCID: PMC5765344 DOI: 10.1534/g3.117.300376] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
In crop plant genetics, linkage maps provide the basis for the mapping of loci that affect important traits and for the selection of markers to be applied in crop improvement. In outcrossing species such as almond (Prunus dulcis Mill. D. A. Webb), application of a double pseudotestcross mapping approach to the F1 progeny of a biparental cross leads to the construction of a linkage map for each parent. Here, we report on the application of genotyping by sequencing to discover and map single nucleotide polymorphisms in the almond cultivars “Nonpareil” and “Lauranne.” Allele-specific marker assays were developed for 309 tag pairs. Application of these assays to 231 Nonpareil × Lauranne F1 progeny provided robust linkage maps for each parent. Analysis of phenotypic data for shell hardness demonstrated the utility of these maps for quantitative trait locus mapping. Comparison of these maps to the peach genome assembly confirmed high synteny and collinearity between the peach and almond genomes. The marker assays were applied to progeny from several other Nonpareil crosses, providing the basis for a composite linkage map of Nonpareil. Applications of the assays to a panel of almond clones and a panel of rootstocks used for almond production demonstrated the broad applicability of the markers and provide subsets of markers that could be used to discriminate among accessions. The sequence-based linkage maps and single nucleotide polymorphism assays presented here could be useful resources for the genetic analysis and genetic improvement of almond.
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