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Zhou Z, Kaur R, Donoso T, Ohm J, Gupta R, Lefsrud M, Singh J. Metabolic engineering-induced transcriptome reprogramming of lipid biosynthesis enhances oil composition in oat. PLANT BIOTECHNOLOGY JOURNAL 2024; 22:3459-3472. [PMID: 39321029 PMCID: PMC11606418 DOI: 10.1111/pbi.14467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 08/08/2024] [Accepted: 08/24/2024] [Indexed: 09/27/2024]
Abstract
The endeavour to elevate the nutritional value of oat (Avena sativa) by altering the oil composition and content positions it as an optimal crop for fostering human health and animal feed. However, optimization of oil traits on oat through conventional breeding is challenging due to its quantitative nature and complexity of the oat genome. We introduced two constructs containing three key genes integral to lipid biosynthesis and/or regulatory pathways from Arabidopsis (AtWRI1 and AtDGAT1) and Sesame (SiOLEOSIN) into the oat cultivar 'Park' to modify the fatty acid composition. Four homozygous transgenic lines were generated with a transformation frequency of 7%. The expression of these introduced genes initiated a comprehensive transcriptional reprogramming in oat grains and leaves. Notably, endogenous DGAT, WRI1 and OLEOSIN genes experienced upregulation, while genes associated with fatty acid biosynthesis, such as KASII, SACPD and FAD2, displayed antagonistic expression patterns between oat grains and leaves. Transcriptomic analyses highlighted significant differential gene expression, particularly enriched in lipid metabolism. Comparing the transgenic oat plants with the wild type, we observed a remarkable increase of up to 34% in oleic acid content in oat grains. Furthermore, there were marked improvements in the total oil content in oat leaves, as well as primary metabolites changes in both oat grains and leaves, while maintaining homeostasis in the transgenic oat plants. These findings underscore the effectiveness of genetic engineering in manipulating oat oil composition and content, offering promising implications for human consumption and animal feeding through oat crop improvement programmes.
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Affiliation(s)
- Zhou Zhou
- Department of Plant ScienceMcGill UniversitySte Anne de BellevueQCCanada
| | - Rajvinder Kaur
- Department of Bioresource EngineeringMcGill UniversitySte Anne de BellevueQCCanada
| | - Thomas Donoso
- Department of Plant ScienceMcGill UniversitySte Anne de BellevueQCCanada
| | - Jae‐Bom Ohm
- Cereal Crops Research UnitEdward T. Schafer Agricultural Research Center, USDA‐ARSFargoNorth DakotaUSA
| | - Rajeev Gupta
- Cereal Crops Research UnitEdward T. Schafer Agricultural Research Center, USDA‐ARSFargoNorth DakotaUSA
| | - Mark Lefsrud
- Department of Bioresource EngineeringMcGill UniversitySte Anne de BellevueQCCanada
| | - Jaswinder Singh
- Department of Plant ScienceMcGill UniversitySte Anne de BellevueQCCanada
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Sun L, Lai M, Ghouri F, Nawaz MA, Ali F, Baloch FS, Nadeem MA, Aasim M, Shahid MQ. Modern Plant Breeding Techniques in Crop Improvement and Genetic Diversity: From Molecular Markers and Gene Editing to Artificial Intelligence-A Critical Review. PLANTS (BASEL, SWITZERLAND) 2024; 13:2676. [PMID: 39409546 PMCID: PMC11478383 DOI: 10.3390/plants13192676] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 09/08/2024] [Accepted: 09/22/2024] [Indexed: 10/20/2024]
Abstract
With the development of new technologies in recent years, researchers have made significant progress in crop breeding. Modern breeding differs from traditional breeding because of great changes in technical means and breeding concepts. Whereas traditional breeding initially focused on high yields, modern breeding focuses on breeding orientations based on different crops' audiences or by-products. The process of modern breeding starts from the creation of material populations, which can be constructed by natural mutagenesis, chemical mutagenesis, physical mutagenesis transfer DNA (T-DNA), Tos17 (endogenous retrotransposon), etc. Then, gene function can be mined through QTL mapping, Bulked-segregant analysis (BSA), Genome-wide association studies (GWASs), RNA interference (RNAi), and gene editing. Then, at the transcriptional, post-transcriptional, and translational levels, the functions of genes are described in terms of post-translational aspects. This article mainly discusses the application of the above modern scientific and technological methods of breeding and the advantages and limitations of crop breeding and diversity. In particular, the development of gene editing technology has contributed to modern breeding research.
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Affiliation(s)
- Lixia Sun
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangdong Laboratory for Lingnan Modern Agriculture, South China Agricultural University, Guangzhou 510642, China; (L.S.); (M.L.); (F.G.)
- Guangdong Provincial Key Laboratory of Plant Molecular Breeding, South China Agricultural University, Guangzhou 510642, China
| | - Mingyu Lai
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangdong Laboratory for Lingnan Modern Agriculture, South China Agricultural University, Guangzhou 510642, China; (L.S.); (M.L.); (F.G.)
- Guangdong Provincial Key Laboratory of Plant Molecular Breeding, South China Agricultural University, Guangzhou 510642, China
| | - Fozia Ghouri
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangdong Laboratory for Lingnan Modern Agriculture, South China Agricultural University, Guangzhou 510642, China; (L.S.); (M.L.); (F.G.)
- Guangdong Provincial Key Laboratory of Plant Molecular Breeding, South China Agricultural University, Guangzhou 510642, China
| | - Muhammad Amjad Nawaz
- Education Scientific Center of Nanotechnology, Far Eastern Federal University, 690091 Vladivostok, Russia;
| | - Fawad Ali
- School of Tropical Agriculture and Forestry, Hainan University, Sanya 572025, China;
| | - Faheem Shehzad Baloch
- Dapartment of Biotechnology, Faculty of Science, Mersin University, Mersin 33343, Türkiye;
| | - Muhammad Azhar Nadeem
- Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58140, Türkiye; (M.A.N.); (M.A.)
| | - Muhammad Aasim
- Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas 58140, Türkiye; (M.A.N.); (M.A.)
| | - Muhammad Qasim Shahid
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangdong Laboratory for Lingnan Modern Agriculture, South China Agricultural University, Guangzhou 510642, China; (L.S.); (M.L.); (F.G.)
- Guangdong Provincial Key Laboratory of Plant Molecular Breeding, South China Agricultural University, Guangzhou 510642, China
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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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Kenzhebayeva S, Mazkirat S, Shoinbekova S, Atabayeva S, Abekova A, Omirbekova N, Doktyrbay G, Asrandina S, Zharassova D, Amirova A, Serfling A. Phenotyping and Exploitation of Kompetitive Allele-Specific PCR Assays for Genes Underpinning Leaf Rust Resistance in New Spring Wheat Mutant Lines. Curr Issues Mol Biol 2024; 46:689-709. [PMID: 38248347 PMCID: PMC10814123 DOI: 10.3390/cimb46010045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 01/03/2024] [Accepted: 01/05/2024] [Indexed: 01/23/2024] Open
Abstract
Leaf rust (Puccinia triticina Eriks) is a wheat disease causing substantial yield losses in wheat production globally. The identification of genetic resources with permanently effective resistance genes and the generation of mutant lines showing increased levels of resistance allow the efficient incorporation of these target genes into germplasm pools by marker-assisted breeding. In this study, new mutant (M3 generation) lines generated from the rust-resistant variety Kazakhstanskaya-19 were developed using gamma-induced mutagenesis through 300-, 350-, and 400-Gy doses. In field trials after leaf rust inoculation, 75 mutant lines showed adult plant resistance. These lines were evaluated for resistance at the seedling stage via microscopy in greenhouse experiments. Most of these lines (89.33%) were characterized as resistant at both developmental stages. Hyperspectral imaging analysis indicated that infected leaves of wheat genotypes showed increased relative reflectance in visible and near-infrared light compared to the non-infected genotypes, with peak means at 462 and 644 nm, and 1936 and 2392 nm, respectively. Five spectral indexes, including red edge normalized difference vegetation index (RNDVI), structure-insensitive pigment index (SIPI), ratio vegetation index (RVSI), water index (WI), and normalized difference water index (NDWI), demonstrated significant potential for determining disease severity at the seedling stage. The most significant differences in reflectance between susceptible and resistant mutant lines appeared at 694.57 and 987.51 nm. The mutant lines developed were also used for the development and validation of KASP markers for leaf rust resistance genes Lr1, Lr2a, Lr3, Lr9, Lr10, and Lr17. The mutant lines had high frequencies of "a" resistance alleles (0.88) in all six Lr genes, which were significantly associated with seedling resistance and suggest the potential of favorable haplotype introgression through functional markers. Nine mutant lines characterized by the presence of "b" alleles in Lr9 and Lr10-except for one line with allele "a" in Lr9 and three mutant lines with allele "a" in Lr10-showed the progressive development of fungal haustorial mother cells 72 h after inoculation. One line from 300-Gy-dosed mutant germplasm with "b" alleles in Lr1, Lr2a, Lr10, and Lr17 and "a" alleles in Lr3 and Lr9 was characterized as resistant based on the low number of haustorial mother cells, suggesting the contribution of the "a" alleles of Lr3 and Lr9.
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Affiliation(s)
- Saule Kenzhebayeva
- Faculty of Biology and Biotechnology, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan; (S.S.); (S.A.); (N.O.); (G.D.); (S.A.); (A.A.)
| | - Shynarbek Mazkirat
- Kazakh Research Institute of Agriculture and Plant Growing, Almaty Region, Almalybak 040909, Kazakhstan; (S.M.); (A.A.)
| | - Sabina Shoinbekova
- Faculty of Biology and Biotechnology, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan; (S.S.); (S.A.); (N.O.); (G.D.); (S.A.); (A.A.)
| | - Saule Atabayeva
- Faculty of Biology and Biotechnology, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan; (S.S.); (S.A.); (N.O.); (G.D.); (S.A.); (A.A.)
| | - Alfia Abekova
- Kazakh Research Institute of Agriculture and Plant Growing, Almaty Region, Almalybak 040909, Kazakhstan; (S.M.); (A.A.)
| | - Nargul Omirbekova
- Faculty of Biology and Biotechnology, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan; (S.S.); (S.A.); (N.O.); (G.D.); (S.A.); (A.A.)
| | - Gulina Doktyrbay
- Faculty of Biology and Biotechnology, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan; (S.S.); (S.A.); (N.O.); (G.D.); (S.A.); (A.A.)
| | - Saltant Asrandina
- Faculty of Biology and Biotechnology, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan; (S.S.); (S.A.); (N.O.); (G.D.); (S.A.); (A.A.)
| | - Dinara Zharassova
- Mangyshlak Experimental Botanical Garden, Ministry of Science and Higher Education of the Republic of Kazakhstan, Aktau R00A3E0, Kazakhstan;
| | - Aigul Amirova
- Faculty of Biology and Biotechnology, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan; (S.S.); (S.A.); (N.O.); (G.D.); (S.A.); (A.A.)
| | - Albrecht Serfling
- Institute for Resistance Research and Stress Tolerance, Julius Kuehn-Institute (JKI) Federal Research Centre for Cultivated Plants, 06484 Quedlinburg, Germany;
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Norman M, Chen C, Miah H, Patpour M, Sørensen C, Hovmøller M, Forrest K, Kumar S, Prasad P, Gangwar OP, Bhardwaj S, Bariana H, Periyannan S, Bansal U. Sr65: a widely effective gene for stem rust resistance in wheat. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2023; 137:1. [PMID: 38071267 DOI: 10.1007/s00122-023-04507-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 11/15/2023] [Indexed: 12/18/2023]
Abstract
KEY MESSAGE Sr65 in chromosome 1A of Indian wheat landrace Hango-2 is a potentially useful all-stage resistance gene that currently protects wheat from stem rust in Australia, India, Africa and Europe. Stem rust, caused by Puccinia graminis f. sp. tritici (Pgt), threatened global wheat production with the appearance of widely virulent races that included TTKSK and TTRTF. Indian landrace Hango-2 showed resistance to Pgt races in India and Australia. Screening of a Hango-2/Avocet 'S' (AvS) recombinant inbred line population identified two stem rust resistance genes, a novel gene (temporarily named as SrH2) from Hango-2 and Sr26 from AvS. A mapping population segregating for SrH2 alone was developed from two recombinant lines. SrH2 was mapped on the short arm of chromosome 1A, where it was flanked by KASP markers KASP_7944 (proximal) and KASP_12147 (distal). SrH2 was delimited to an interval of 1.8-2.3 Mb on chromosome arm 1AS. The failure to detect candidate genes through MutRenSeq and comparative genomic analysis with the pan-genome dataset indicated the necessity to generate a Hango-2 specific assembly for detecting the gene sequence linked with SrH2 resistance. MutRenSeq however enabled identification of SrH2-linked KASP marker sunCS_265. Markers KASP_12147 and sunCS_265 showed 92% and 85% polymorphism among an Australian cereal cultivar diversity panel and can be used for marker-assisted selection of SrH2 in breeding programs. The effectiveness of SrH2 against Pgt races from Europe, Africa, India, and Australia makes it a valuable resource for breeding stem rust-resistant wheat cultivars. Since no wheat-derived gene was previously located in chromosome arm 1AS, SrH2 represents a new locus and named as SR65.
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Affiliation(s)
- Michael Norman
- Plant Breeding Institute, School of Life and Environmental Sciences, Faculty of Science, The University of Sydney, 107 Cobbitty Road, Cobbitty, NSW, 2570, Australia
- Commonwealth Scientific and Industrial Research Organization Agriculture and Food, Canberra, ACT, 2601, Australia
| | - Chunhong Chen
- Commonwealth Scientific and Industrial Research Organization Agriculture and Food, Canberra, ACT, 2601, Australia
| | - Hanif Miah
- Plant Breeding Institute, School of Life and Environmental Sciences, Faculty of Science, The University of Sydney, 107 Cobbitty Road, Cobbitty, NSW, 2570, Australia
| | - Mehran Patpour
- Department of Agroecology, Aarhus University, Forsøgsvej 1, 4200, Slagelse, Denmark
| | - Chris Sørensen
- Department of Agroecology, Aarhus University, Forsøgsvej 1, 4200, Slagelse, Denmark
| | - Mogens Hovmøller
- Department of Agroecology, Aarhus University, Forsøgsvej 1, 4200, Slagelse, Denmark
| | - Kerrie Forrest
- Agriculture Victoria, Department of Energy, Environment and Climate Action, AgriBio, Centre for AgriBioscience, 5 Ring Rd., Bundoora, VIC, 3083, Australia
| | - Subodh Kumar
- Indian Council of Agricultural Research - Indian Institute of Wheat and Barley Research Regional Station, Flowerdale, Shimla, Himachal Pradesh, 171 002, India
| | - Pramod Prasad
- Indian Council of Agricultural Research - Indian Institute of Wheat and Barley Research Regional Station, Flowerdale, Shimla, Himachal Pradesh, 171 002, India
| | - Om Prakash Gangwar
- Indian Council of Agricultural Research - Indian Institute of Wheat and Barley Research Regional Station, Flowerdale, Shimla, Himachal Pradesh, 171 002, India
| | - Subhash Bhardwaj
- Indian Council of Agricultural Research - Indian Institute of Wheat and Barley Research Regional Station, Flowerdale, Shimla, Himachal Pradesh, 171 002, India
| | - Harbans Bariana
- Plant Breeding Institute, School of Life and Environmental Sciences, Faculty of Science, The University of Sydney, 107 Cobbitty Road, Cobbitty, NSW, 2570, Australia
- School of Science, Western Sydney University, Bourke Road, Richmond, NSW, 2753, Australia
| | - Sambasivam Periyannan
- Commonwealth Scientific and Industrial Research Organization Agriculture and Food, Canberra, ACT, 2601, Australia.
- School of Agriculture and Environmental Science, Centre for Crop Health, University of Southern Queensland, West Street, Toowoomba, QLD, 4350, Australia.
| | - Urmil Bansal
- Plant Breeding Institute, School of Life and Environmental Sciences, Faculty of Science, The University of Sydney, 107 Cobbitty Road, Cobbitty, NSW, 2570, Australia.
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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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Athiyannan N, Long Y, Kang H, Chandramohan S, Bhatt D, Zhang Q, Klindworth DL, Rouse MN, Friesen TL, McIntosh R, Zhang P, Forrest K, Hayden M, Patpour M, Hovmøller MS, Hickey LT, Ayliffe M, Cai X, Lagudah ES, Periyannan S, Xu SS. Haplotype variants of Sr46 in Aegilops tauschii, the diploid D genome progenitor of wheat. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2022; 135:2627-2639. [PMID: 35748907 DOI: 10.1007/s00122-022-04132-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 05/17/2022] [Indexed: 06/15/2023]
Abstract
Stem rust resistance genes, SrRL5271 and Sr672.1 as well as SrCPI110651, from Aegilops tauschii, the diploid D genome progenitor of wheat, are sequence variants of Sr46 differing by 1-2 nucleotides leading to non-synonymous amino acid substitutions. The Aegilops tauschii (wheat D-genome progenitor) accessions RL 5271 and CPI110672 were identified as resistant to multiple races (including the Ug99) of the wheat stem rust pathogen Puccinia graminis f. sp. tritici (Pgt). This study was conducted to identify the stem rust resistance (Sr) gene(s) in both accessions. Genetic analysis of the resistance in RL 5271 identified a single dominant allele (SrRL5271) controlling resistance, whereas resistance segregated at two loci (SR672.1 and SR672.2) for a cross of CPI110672. Bulked segregant analysis placed SrRL5271 and Sr672.1 in a region on chromosome arm 2DS that encodes Sr46. Molecular marker screening, mapping and genomic sequence analysis demonstrated SrRL5271 and Sr672.1 are alleles of Sr46. The amino acid sequence of SrRL5271 and Sr672.1 is identical but differs from Sr46 (hereafter referred to as Sr46_h1 by following the gene nomenclature in wheat) by a single amino acid (N763K) and is thus designated Sr46_h2. Screening of a panel of Ae. tauschii accessions identified an additional allelic variant that differed from Sr46_h2 by a different amino acid (A648V) and was designated Sr46_h3. By contrast, the protein encoded by the susceptible allele of Ae. tauschii accession AL8/78 differed from these resistance proteins by 54 amino acid substitutions (94% nucleotide sequence gene identity). Cloning and complementation tests of the three resistance haplotypes confirmed their resistance to Pgt race 98-1,2,3,5,6 and partial resistance to Pgt race TTRTF in bread wheat. The three Sr46 haplotypes, with no virulent races detected yet, represent a valuable source for improving stem resistance in wheat.
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Affiliation(s)
- Naveenkumar Athiyannan
- CSIRO Agriculture and Food, GPO Box 1700, Canberra, ACT, 2601, Australia
- Centre for Crop Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St Lucia, QLD, 4072, Australia
| | - Yunming Long
- Department of Plant Sciences, North Dakota State University, Fargo, ND, 58108, USA
| | - Houyang Kang
- Department of Plant Sciences, North Dakota State University, Fargo, ND, 58108, USA
- Triticeae Research Institute, Sichuan Agricultural University, 211 Huimin Road, Wenjiang, Chengdu, 611130, Sichuan, China
| | - Sutha Chandramohan
- CSIRO Agriculture and Food, GPO Box 1700, Canberra, ACT, 2601, Australia
| | - Dhara Bhatt
- CSIRO Agriculture and Food, GPO Box 1700, Canberra, ACT, 2601, Australia
| | - Qijun Zhang
- Department of Plant Sciences, North Dakota State University, Fargo, ND, 58108, USA
| | - Daryl L Klindworth
- USDA-ARS, Cereal Crops Research Unit, Edward T. Schafer Agricultural Research Centre, 1616 Albrecht Blvd. North, Fargo, ND, 58102, USA
| | - Matthew N Rouse
- USDA-ARS, Cereal Disease Laboratory and Department of Plant Pathology, University of Minnesota, St. Paul, MN, 55108, USA
| | - Timothy L Friesen
- USDA-ARS, Cereal Crops Research Unit, Edward T. Schafer Agricultural Research Centre, 1616 Albrecht Blvd. North, Fargo, ND, 58102, USA
| | - Robert McIntosh
- Plant Breeding Institute, University of Sydney, Cobbitty, NSW, 2570, Australia
| | - Peng Zhang
- Plant Breeding Institute, University of Sydney, Cobbitty, NSW, 2570, Australia
| | | | | | - Mehran Patpour
- Global Rust Reference Centre, Aarhus University, Forsogsvej 1, 4200, Slagelse, Denmark
| | - Mogens S Hovmøller
- Global Rust Reference Centre, Aarhus University, Forsogsvej 1, 4200, Slagelse, Denmark
| | - Lee T Hickey
- Centre for Crop Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St Lucia, QLD, 4072, Australia
| | - Michael Ayliffe
- CSIRO Agriculture and Food, GPO Box 1700, Canberra, ACT, 2601, Australia
| | - Xiwen Cai
- USDA-ARS, Wheat, Sorghum & Forage Research Unit, and Department of Agronomy and Horticulture, University of Nebraska, Lincoln, NE, 68583, USA
| | - Evans S Lagudah
- CSIRO Agriculture and Food, GPO Box 1700, Canberra, ACT, 2601, Australia
| | - Sambasivam Periyannan
- CSIRO Agriculture and Food, GPO Box 1700, Canberra, ACT, 2601, Australia.
- Centre for Crop Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St Lucia, QLD, 4072, Australia.
| | - Steven S Xu
- USDA-ARS, Cereal Crops Research Unit, Edward T. Schafer Agricultural Research Centre, 1616 Albrecht Blvd. North, Fargo, ND, 58102, USA.
- USDA-ARS, Crop Improvement and Genetics Research Unit, Western Regional Research Centre, 800 Buchanan St., Albany, CA, 94710, USA.
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Genievskaya Y, Pecchioni N, Laidò G, Anuarbek S, Rsaliyev A, Chudinov V, Zatybekov A, Turuspekov Y, Abugalieva S. Genome-Wide Association Study of Leaf Rust and Stem Rust Seedling and Adult Resistances in Tetraploid Wheat Accessions Harvested in Kazakhstan. PLANTS (BASEL, SWITZERLAND) 2022; 11:plants11151904. [PMID: 35893608 PMCID: PMC9329756 DOI: 10.3390/plants11151904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 07/13/2022] [Accepted: 07/20/2022] [Indexed: 05/05/2023]
Abstract
Leaf rust (LR) and stem rust (SR) are diseases increasingly impacting wheat production worldwide. Fungal pathogens producing rust diseases in wheat may cause yield losses of up to 50−60%. One of the most effective methods for preventing such losses is the development of resistant cultivars with high yield potential. This goal can be achieved through complex breeding studies, including the identification of key genetic factors controlling rust disease resistance. The objective of this study was to identify sources of tetraploid wheat resistance to LR and SR races, both at the seedling growth stage in the greenhouse and at the adult plant stage in field experiments, under the conditions of the North Kazakhstan region. A panel consisting of 193 tetraploid wheat accessions was used in a genome-wide association study (GWAS) for the identification of quantitative trait loci (QTLs) associated with LR and SR resistance, using 16,425 polymorphic single-nucleotide polymorphism (SNP) markers in the seedling and adult stages of plant development. The investigated panel consisted of seven tetraploid subspecies (Triticum turgidum ssp. durum, ssp. turanicum, ssp. turgidum, ssp. polonicum, ssp. carthlicum, ssp. dicoccum, and ssp. dicoccoides). The GWAS, based on the phenotypic evaluation of the tetraploid collection’s reaction to the two rust species at the seedling (in the greenhouse) and adult (in the field) stages, revealed 38 QTLs (p < 0.001), comprising 17 for LR resistance and 21 for SR resistance. Ten QTLs were associated with the reaction to LR at the seedling stage, while six QTLs were at the adult plant stage and one QTL was at both the seedling and adult stages. Eleven QTLs were associated with SR response at the seedling stage, while nine QTLs were at the adult plant stage and one QTL was at both the seedling and adult stages. A comparison of these results with previous LR and SR studies indicated that 11 of the 38 QTLs are presumably novel loci. The QTLs identified in this work can potentially be used for marker-assisted selection of tetraploid and hexaploid wheat for the breeding of new LR- and SR-resistant cultivars.
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Affiliation(s)
- Yuliya Genievskaya
- Laboratory of Molecular Genetics, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (Y.G.); (S.A.); (A.Z.); (Y.T.)
- Faculty of Biology and Biotechnology, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan
| | - Nicola Pecchioni
- Research Centre for Cereal and Industrial Crops, 71122 Foggia, Italy; (N.P.); (G.L.)
| | - Giovanni Laidò
- Research Centre for Cereal and Industrial Crops, 71122 Foggia, Italy; (N.P.); (G.L.)
| | - Shynar Anuarbek
- Laboratory of Molecular Genetics, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (Y.G.); (S.A.); (A.Z.); (Y.T.)
| | - Aralbek Rsaliyev
- Laboratory of Phytosanitary Safety, Research Institute of Biological Safety Problems, Gvardeisky 080409, Kazakhstan;
| | - Vladimir Chudinov
- Breeding Department, Karabalyk Agricultural Experimental Station, Nauchnoe 110908, Kazakhstan;
| | - Alibek Zatybekov
- Laboratory of Molecular Genetics, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (Y.G.); (S.A.); (A.Z.); (Y.T.)
| | - Yerlan Turuspekov
- Laboratory of Molecular Genetics, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (Y.G.); (S.A.); (A.Z.); (Y.T.)
- Faculty of Biology and Biotechnology, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan
| | - Saule Abugalieva
- Laboratory of Molecular Genetics, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (Y.G.); (S.A.); (A.Z.); (Y.T.)
- Faculty of Biology and Biotechnology, Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan
- Correspondence: ; Tel.: +7-727-394-8006
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9
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Mahmood Z, Ali M, Mirza JI, Fayyaz M, Majeed K, Naeem MK, Aziz A, Trethowan R, Ogbonnaya FC, Poland J, Quraishi UM, Hickey LT, Rasheed A, He Z. Genome-Wide Association and Genomic Prediction for Stripe Rust Resistance in Synthetic-Derived Wheats. FRONTIERS IN PLANT SCIENCE 2022; 13:788593. [PMID: 35283883 PMCID: PMC8908430 DOI: 10.3389/fpls.2022.788593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Accepted: 01/07/2022] [Indexed: 06/14/2023]
Abstract
Stripe rust caused by Puccnina striiformis (Pst) is an economically important disease attacking wheat all over the world. Identifying and deploying new genes for Pst resistance is an economical and long-term strategy for controlling Pst. A genome-wide association study (GWAS) using single nucleotide polymorphisms (SNPs) and functional haplotypes were used to identify loci associated with stripe rust resistance in synthetic-derived (SYN-DER) wheats in four environments. In total, 92 quantitative trait nucleotides (QTNs) distributed over 65 different loci were associated with resistance to Pst at seedling and adult plant stages. Nine additional loci were discovered by the linkage disequilibrium-based haplotype-GWAS approach. The durable rust-resistant gene Lr34/Yr18 provided resistance in all four environments, and against all the five Pst races used in this study. The analysis identified several SYN-DER accessions that carried major genes: either Yr24/Yr26 or Yr32. New loci were also identified on chr2B, chr5B, and chr7D, and 14 QTNs and three haplotypes identified on the D-genome possibly carry new alleles of the known genes contributed by the Ae. tauschii founders. We also evaluated eleven different models for genomic prediction of Pst resistance, and a prediction accuracy up to 0.85 was achieved for an adult plant resistance, however, genomic prediction for seedling resistance remained very low. A meta-analysis based on a large number of existing GWAS would enhance the identification of new genes and loci for stripe rust resistance in wheat. The genetic framework elucidated here for stripe rust resistance in SYN-DER identified the novel loci for resistance to Pst assembled in adapted genetic backgrounds.
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Affiliation(s)
- Zahid Mahmood
- Department of Plant Sciences, Quaid-i-Azam University, Islamabad, Pakistan
- Crop Sciences Institute, National Agricultural Research Centre (NARC), Islamabad, Pakistan
| | - Mohsin Ali
- Institute of Crop Sciences, CIMMYT-China office, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | | | | | - Khawar Majeed
- Department of Plant Sciences, Quaid-i-Azam University, Islamabad, Pakistan
| | - Muhammad Kashif Naeem
- National Institute for Genomics and Advanced Biotechnology (NIGAB), National Agriculture Research Center (NARC), Islamabad, Pakistan
| | - Abdul Aziz
- Department of Plant Sciences, Quaid-i-Azam University, Islamabad, Pakistan
| | - Richard Trethowan
- Plant Breeding Institute, School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, Australia
| | | | - Jesse Poland
- Department of Plant Pathology, Kansas State University, Manhattan, KS, United States
| | | | - Lee Thomas Hickey
- Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Saint Lucia, QLD, Australia
| | - Awais Rasheed
- Department of Plant Sciences, Quaid-i-Azam University, Islamabad, Pakistan
- Institute of Crop Sciences, CIMMYT-China office, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Zhonghu He
- Institute of Crop Sciences, CIMMYT-China office, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
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10
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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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11
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Importance of Landraces in Cereal Breeding for Stress Tolerance. PLANTS 2021; 10:plants10071267. [PMID: 34206299 PMCID: PMC8309184 DOI: 10.3390/plants10071267] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 06/17/2021] [Indexed: 12/12/2022]
Abstract
The renewed focus on cereal landraces is a response to some negative consequences of modern agriculture and conventional breeding which led to a reduction of genetic diversity. Cereal landraces are still cultivated on marginal lands due to their adaptability to unfavourable conditions, constituting an important source of genetic diversity usable in modern plant breeding to improve the adaptation to abiotic or biotic stresses, yield performance and quality traits in limiting environments. Traditional agricultural production systems have played an important role in the evolution and conservation of wide variability in gene pools within species. Today, on-farm and ex situ conservation in gene bank collections, together with data sharing among researchers and breeders, will greatly benefit cereal improvement. Many efforts are usually made to collect, organize and phenotypically and genotypically analyse cereal landrace collections, which also utilize genomic approaches. Their use in breeding programs based on genomic selection, and the discovery of beneficial untapped QTL/genes/alleles which could be introgressed into modern varieties by MAS, pyramiding or biotechnological tools, increase the potential for their better deployment and exploitation in breeding for a more sustainable agricultural production, particularly enhancing adaptation and productivity in stress-prone environments to cope with current climate changes.
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12
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Trucchi E, Benazzo A, Lari M, Iob A, Vai S, Nanni L, Bellucci E, Bitocchi E, Raffini F, Xu C, Jackson SA, Lema V, Babot P, Oliszewski N, Gil A, Neme G, Michieli CT, De Lorenzi M, Calcagnile L, Caramelli D, Star B, de Boer H, Boessenkool S, Papa R, Bertorelle G. Ancient genomes reveal early Andean farmers selected common beans while preserving diversity. NATURE PLANTS 2021; 7:123-128. [PMID: 33558754 DOI: 10.1038/s41477-021-00848-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Accepted: 01/04/2021] [Indexed: 05/10/2023]
Abstract
All crops are the product of a domestication process that started less than 12,000 years ago from one or more wild populations1,2. Farmers selected desirable phenotypic traits (such as improved energy accumulation, palatability of seeds and reduced natural shattering3) while leading domesticated populations through several more or less gradual demographic contractions2,4. As a consequence, the erosion of wild genetic variation5 is typical of modern cultivars, making them highly susceptible to pathogens, pests and environmental change6,7. The loss of genetic diversity hampers further crop improvement programmes to increase food production in a changing world, posing serious threats to food security8,9. Using both ancient and modern seeds, we analysed the temporal dynamics of genetic variation and selection during the domestication process of the common bean (Phaseolus vulgaris) in the southern Andes. Here, we show that most domestic traits were selected for before 2,500 years ago, with no or only minor loss of whole-genome heterozygosity. In fact, most of the changes at coding genes and linked regions that differentiate wild and domestic genomes are already present in the ancient genomes analysed here, and all ancient domestic genomes dated between 600 and 2,500 years ago are highly variable (at least as variable as modern genomes from the wild). Single seeds from modern cultivars show reduced variation when compared with ancient seeds, indicating that intensive selection within cultivars in the past few centuries probably partitioned ancestral variation within different genetically homogenous cultivars. When cultivars from different Andean regions are pooled, the genomic variation of the pool is higher than that observed in the pool of ancient seeds from north and central western Argentina. Considering that most desirable phenotypic traits are probably controlled by multiple polymorphic genes10, a plausible explanation of this decoupling of selection and genetic erosion is that early farmers applied a relatively weak selection pressure2 by using many phenotypically similar but genetically diverse individuals as parents. Our results imply that selection strategies during the past few centuries, as compared with earlier times, more intensively reduced genetic variation within cultivars and produced further improvements by focusing on a few plants carrying the traits of interest, at the cost of marked genetic erosion within Andean landraces.
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Affiliation(s)
- Emiliano Trucchi
- Department of Life and Environmental Sciences, Marche Polytechnic University, Ancona, Italy.
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy.
| | - Andrea Benazzo
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Martina Lari
- Department of Biology, University of Florence, Firenze, Italy
| | - Alice Iob
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Stefania Vai
- Department of Biology, University of Florence, Firenze, Italy
| | - Laura Nanni
- Department of Agricultural, Food, and Environmental Sciences, Marche Polytechnic University, Ancona, Italy
| | - Elisa Bellucci
- Department of Agricultural, Food, and Environmental Sciences, Marche Polytechnic University, Ancona, Italy
| | - Elena Bitocchi
- Department of Agricultural, Food, and Environmental Sciences, Marche Polytechnic University, Ancona, Italy
| | - Francesca Raffini
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Chunming Xu
- Center for Applied Genetic Technologies, University of Georgia, Athens, GA, USA
| | - Scott A Jackson
- Center for Applied Genetic Technologies, University of Georgia, Athens, GA, USA
| | - Verónica Lema
- Universidad Nacional de Córdoba, Córdoba, Argentina
- Conicet, Consejo Nacional de Investigaciones Científicas y Técnicas, Córdoba, Argentina
| | - Pilar Babot
- ISES, Instituto Superior de Estudios Sociales, CONICET, Consejo Nacional de Investigaciones Científicas y Técnicas, Tucumán, Argentina
- Instituto de Arqueología y Museo, Universidad Nacional de Tucumán, Tucumán, Argentina
| | - Nurit Oliszewski
- ISES, Instituto Superior de Estudios Sociales, CONICET, Consejo Nacional de Investigaciones Científicas y Técnicas, Tucumán, Argentina
- Universidad Nacional de Tucumán, Tucumán, Argentina
| | - Adolfo Gil
- Instituto de Evolución, Ecología Histórica y Ambiente (CONICET & UTN FRSR), San Rafael, Argentina
- Museo de Historia Natural de San Rafael, San Rafael, Argentina
| | - Gustavo Neme
- Instituto de Evolución, Ecología Histórica y Ambiente (CONICET & UTN FRSR), San Rafael, Argentina
- Museo de Historia Natural de San Rafael, San Rafael, Argentina
| | - Catalina Teresa Michieli
- Instituto de Investigaciones Arqueológicas y Museo "Prof. Mariano Gambier", Universidad Nacional de San Juan, San Juan, Argentina
| | | | - Lucio Calcagnile
- CEDAD (Centre of Applied Physics, Dating and Diagnostics), Department of Mathematics and Physics "Ennio De Giorgi", University of Salento, Lecce, Italy
| | - David Caramelli
- Department of Biology, University of Florence, Firenze, Italy
| | - Bastiaan Star
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Hugo de Boer
- Natural History Museum, University of Oslo, Oslo, Norway
| | - Sanne Boessenkool
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Roberto Papa
- Department of Agricultural, Food, and Environmental Sciences, Marche Polytechnic University, Ancona, Italy
| | - Giorgio Bertorelle
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy.
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Joukhadar R, Hollaway G, Shi F, Kant S, Forrest K, Wong D, Petkowski J, Pasam R, Tibbits J, Bariana H, Bansal U, Spangenberg G, Daetwyler H, Gendall T, Hayden M. Genome-wide association reveals a complex architecture for rust resistance in 2300 worldwide bread wheat accessions screened under various Australian conditions. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2020; 133:2695-2712. [PMID: 32504212 DOI: 10.1007/s00122-020-03626-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Accepted: 05/25/2020] [Indexed: 05/13/2023]
Abstract
We utilized 2300 wheat accessions including worldwide landraces, cultivars and primary synthetic-derived germplasm with three Australian cultivars: Annuello, Yitpi and Correll, to investigate field-based resistance to leaf (Lr) rust, stem (Sr) rust and stripe (Yr) rust diseases across a range of Australian wheat agri-production zones. Generally, the resistance in the modern Australian cultivars, synthetic derivatives, South and North American materials outperformed other geographical subpopulations. Different environments for each trait showed significant correlations, with average r values of 0.53, 0.23 and 0.66 for Lr, Sr and Yr, respectively. Single-trait genome-wide association studies (GWAS) revealed several environment-specific and multi-environment quantitative trait loci (QTL). Multi-trait GWAS confirmed a cluster of Yr QTL on chromosome 3B within a 4.4-cM region. Linkage disequilibrium and comparative mapping showed that at least three Yr QTL exist within the 3B cluster including the durable rust resistance gene Yr30. An Sr/Lr QTL on chromosome 3D was found mainly in the synthetic-derived germplasm from Annuello background which is known to carry the Agropyron elongatum 3D translocation involving the Sr24/Lr24 resistance locus. Interestingly, estimating the SNP effects using a BayesR method showed that the correlation among the highest 1% of QTL effects across environments (excluding GWAS QTL) had significant correlations, with average r values of 0.26, 0.16 and 0.55 for Lr, Sr and Yr, respectively. These results indicate the importance of small effect QTL in achieving durable rust resistance which can be captured using genomic selection.
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Affiliation(s)
- Reem Joukhadar
- Agriculture Victoria, AgriBio, Centre for AgriBiosciences, Bundoora, VIC, Australia.
- Department of Animal, Plant and Soil Sciences, La Trobe University, Bundoora, VIC, Australia.
| | - Grant Hollaway
- Agriculture Victoria, Natimuk Road, Horsham, VIC, 3401, Australia
| | - Fan Shi
- Agriculture Victoria, AgriBio, Centre for AgriBiosciences, Bundoora, VIC, Australia
| | - Surya Kant
- Agriculture Victoria, Natimuk Road, Horsham, VIC, 3401, Australia
| | - Kerrie Forrest
- Agriculture Victoria, AgriBio, Centre for AgriBiosciences, Bundoora, VIC, Australia
| | - Debbie Wong
- Agriculture Victoria, AgriBio, Centre for AgriBiosciences, Bundoora, VIC, Australia
| | - Joanna Petkowski
- Agriculture Victoria, AgriBio, Centre for AgriBiosciences, Bundoora, VIC, Australia
| | - Raj Pasam
- Agriculture Victoria, AgriBio, Centre for AgriBiosciences, Bundoora, VIC, Australia
| | - Josquin Tibbits
- Agriculture Victoria, AgriBio, Centre for AgriBiosciences, Bundoora, VIC, Australia
| | - Harbans Bariana
- Faculty of Agriculture and Environment, Plant Breeding Institute-Cobbitty, The University of Sydney, PMB4011, Narellan, NSW, 2567, Australia
| | - Urmil Bansal
- Faculty of Agriculture and Environment, Plant Breeding Institute-Cobbitty, The University of Sydney, PMB4011, Narellan, NSW, 2567, Australia
| | - German Spangenberg
- Agriculture Victoria, AgriBio, Centre for AgriBiosciences, Bundoora, VIC, Australia
- School of Applied Systems Biology, La Trobe University, Bundoora, VIC, Australia
| | - Hans Daetwyler
- Agriculture Victoria, AgriBio, Centre for AgriBiosciences, Bundoora, VIC, Australia
- School of Applied Systems Biology, La Trobe University, Bundoora, VIC, Australia
| | - Tony Gendall
- Department of Animal, Plant and Soil Sciences, La Trobe University, Bundoora, VIC, Australia
| | - Matthew Hayden
- Agriculture Victoria, AgriBio, Centre for AgriBiosciences, Bundoora, VIC, Australia
- School of Applied Systems Biology, La Trobe University, Bundoora, VIC, Australia
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14
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Gordon T, Wang R, Hole D, Bockelman H, Michael Bonman J, Chen J. Genetic characterization and genome-wide association mapping for dwarf bunt resistance in bread wheat accessions from the USDA National Small Grains Collection. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2020; 133:1069-1080. [PMID: 31938812 PMCID: PMC7021738 DOI: 10.1007/s00122-020-03532-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Accepted: 01/03/2020] [Indexed: 05/03/2023]
Abstract
Dwarf bunt-resistant bread wheat accessions and SNP markers associated with DB resistance identified in this study are valuable resources for characterization and deployment of DB resistance in bread wheat. Dwarf bunt (DB), caused by Tilletia controversa J.G. Kühn, can significantly reduce grain yield and quality on autumn-sown wheat in regions with prolonged snow cover. DB can be managed with the use of resistant cultivars. The objectives of the present study were to characterize DB resistance in a large set of bread wheat accessions from the National Small Grains Collection and use a genome-wide association study approach to identify genetic loci associated with DB resistance. A total of 292 accessions were selected using historical DB resistance data recorded across many trials and years in the Germplasm Resources Information Network (GRIN) and re-tested for DB resistance in replicated field nurseries in Logan, UT, in 2017, 2018, and 2019. Ninety-eight accessions were resistant with DB normalized incidence ≤ 10%, and twenty-eight of these were highly resistant with DB normalized incidence ≤ 1% in both GRIN and the field nurseries. Based on the presence of marker haplotypes of the four published dwarf bunt QTL on 6DS, 6DL, 7AL, and 7DS, highly resistant accessions identified in this study may provide novel resistance and should be further evaluated. This study validated one previously identified QTL on 6DS and identified an additional locus on 6DS. These loci explained 9-15% of the observed phenotypic variation. The resistant accessions and molecular markers identified in the present study may provide valuable resources for characterization and deployment of DB resistance in bread wheat.
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Affiliation(s)
- Tyler Gordon
- USDA-ARS-Small Grains and Potato Germplasm Research Unit, 1691 S. 2700 W., Aberdeen, ID, 83210, USA
- University of Idaho-Aberdeen Research and Extension Center, 1693 S. 2700 W., Aberdeen, ID, 83210, USA
| | - Rui Wang
- University of Idaho-Aberdeen Research and Extension Center, 1693 S. 2700 W., Aberdeen, ID, 83210, USA
| | - David Hole
- Department of Plants, Soils and Climate, Utah State University, 2325 Old Main Hill, Logan, UT, 84322, USA
| | - Harold Bockelman
- USDA-ARS-Small Grains and Potato Germplasm Research Unit, 1691 S. 2700 W., Aberdeen, ID, 83210, USA
| | - J Michael Bonman
- USDA-ARS-Small Grains and Potato Germplasm Research Unit, 1691 S. 2700 W., Aberdeen, ID, 83210, USA
| | - Jianli Chen
- University of Idaho-Aberdeen Research and Extension Center, 1693 S. 2700 W., Aberdeen, ID, 83210, USA.
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15
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Singh L, Anderson JA, Chen J, Gill BS, Tiwari VK, Rawat N. Development and Validation of a Perfect KASP Marker for Fusarium Head Blight Resistance Gene Fhb1 in Wheat. THE PLANT PATHOLOGY JOURNAL 2019; 35:200-207. [PMID: 31244566 PMCID: PMC6586189 DOI: 10.5423/ppj.oa.01.2019.0018] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Revised: 03/16/2019] [Accepted: 03/31/2019] [Indexed: 05/25/2023]
Abstract
Fusarium head blight (FHB) is a devastating wheat disease with a significant economic impact. Fhb1 is the most important large effect and stable QTL for FHB resistance. A pore-forming toxin-like (PFT) gene was recently identified as an underlying gene for Fhb1 resistance. In this study, we developed and validated a PFT-based Kompetitive allele specific PCR (KASP) marker for Fhb1. The KASP marker, PFT_KASP, was used to screen 298 diverse wheat breeding lines and cultivars. The KASP clustering results were compared with gel-based gene specific markers and the widely used linked STS marker, UMN10. Eight disagreements were found between PFT_KASP and UMN10 assays among the tested lines. Based on the genotyping and sequencing of genes in the Fhb1 region, these genotypes were found to be common with a previously characterized susceptible haplotype. Therefore, our results indicate that PFT_KASP is a perfect diagnostic marker for Fhb1 and would be a valuable tool for introgression and pyramiding of FHB resistance in wheat cultivars.
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Affiliation(s)
- Lovepreet Singh
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD 20742,
USA
| | - James A Anderson
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN 55108,
USA
| | - Jianli Chen
- Department of Plant, Soil, and Entomological Sciences, University of Idaho, Aberdeen, ID 83210,
USA
| | - Bikram S Gill
- Wheat Genetics Resource Center, Department of Plant Pathology, Kansas State University, Manhattan, Kansas, KS 66506,
USA
| | - Vijay K Tiwari
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD 20742,
USA
| | - Nidhi Rawat
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD 20742,
USA
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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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18
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Babiker EM, Gordon TC, Bonman JM, Chao S, Rouse MN, Jin Y, Newcomb M, Wanyera R, Bhavani S. Genetic Loci Conditioning Adult Plant Resistance to the Ug99 Race Group and Seedling Resistance to Races TRTTF and TTTTF of the Stem Rust Pathogen in Wheat Landrace CItr 15026. PLANT DISEASE 2017; 101:496-501. [PMID: 30677344 DOI: 10.1094/pdis-10-16-1447-re] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Wheat landrace CItr 15026 previously showed adult plant resistance (APR) to the Ug99 stem rust race group in Kenya and seedling resistance to Puccinia graminis f. sp. tritici races QFCSC, TTTTF, and TRTTF. CItr 15026 was crossed to susceptible accessions LMPG-6 and Red Bobs, and 180 double haploid (DH) lines and 140 recombinant inbred lines (RIL), respectively, were developed. The 90K wheat iSelect single-nucleotide polymorphism platform was used to genotype the parents and populations. Parents and 180 DH lines were evaluated in the field in Kenya for three seasons. A major quantitative trait locus (QTL) for APR was consistently detected on chromosome arm 6AS. This QTL was further detected in the RIL population screened in Kenya for one season. Parents, F1, and the two populations were tested as seedlings against races TRTTF and TTTTF. In addition, the DH population was tested against race QFCSC. Goodness-of-fit tests indicated that the TRTTF resistance in CItr 15026 was controlled by two complementary genes whereas the TTTTF and QFCSC resistance was conditioned by one dominant gene. The TRTTF resistance loci mapped to chromosome arms 6AS and 6DS, whereas the TTTTF and QFCSC resistance locus mapped to the same region on 6DS as the TRTTF resistance. The APR identified in CItr 15026 should be useful in developing cultivars with durable stem rust resistance.
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Affiliation(s)
- E M Babiker
- United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, Aberdeen, ID 83210
| | - T C Gordon
- United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, Aberdeen, ID 83210
| | - J M Bonman
- United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, Aberdeen, ID 83210
| | - S Chao
- USDA-ARS, Cereal Crops Research, Fargo, ND 58102
| | - M N Rouse
- USDA-ARS, Cereal Disease Laboratory, St. Paul, MN 55108
| | - Y Jin
- USDA-ARS, Cereal Disease Laboratory, St. Paul, MN 55108
| | - M Newcomb
- School of Plant Sciences, University of Arizona, Maricopa
| | - R Wanyera
- Kenya Agricultural and Livestock Research Organization, Njoro 20107, Kenya
| | - S Bhavani
- International Maize and Wheat Improvement Center, Nairobi, Kenya
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Zou J, Semagn K, Iqbal M, Chen H, Asif M, N’Diaye A, Navabi A, Perez-Lara E, Pozniak C, Yang RC, Randhawa H, Spaner D. QTLs associated with agronomic traits in the Attila × CDC Go spring wheat population evaluated under conventional management. PLoS One 2017; 12:e0171528. [PMID: 28158253 PMCID: PMC5291526 DOI: 10.1371/journal.pone.0171528] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Accepted: 01/23/2017] [Indexed: 11/18/2022] Open
Abstract
Recently, we investigated the effect of the wheat 90K single nucleotide polymorphic (SNP) array and three gene-specific (Ppd-D1, Vrn-A1 and Rht-B1) markers on quantitative trait loci (QTL) detection in a recombinant inbred lines (RILs) population derived from a cross between two spring wheat (Triticum aestivum L.) cultivars, 'Attila' and 'CDC Go', and evaluated for eight agronomic traits at three environments under organic management. The objectives of the present study were to investigate the effect of conventional management on QTL detection in the same mapping population using the same set of markers as the organic management and compare the results with organic management. Here, we evaluated 167 RILs for number of tillers (tillering), flowering time, maturity, plant height, test weight (grain volume weight), 1000 kernel weight, grain yield, and grain protein content at seven conventionally managed environments from 2008 to 2014. Using inclusive composite interval mapping (ICIM) on phenotypic data averaged across seven environments and a subset of 1203 informative markers (1200 SNPs and 3 gene specific markers), we identified a total of 14 QTLs associated with flowering time (1), maturity (2), plant height (1), grain yield (1), test weight (2), kernel weight (4), tillering (1) and grain protein content (2). Each QTL individually explained from 6.1 to 18.4% of the phenotypic variance. Overall, the QTLs associated with each trait explained from 9.7 to 35.4% of the phenotypic and from 22.1 to 90.8% of the genetic variance. Three chromosomal regions on chromosomes 2D (61-66 cM), 4B (80-82 cM) and 5A (296-297 cM) harbored clusters of QTLs associated with two to three traits. The coincidental region on chromosome 5A harbored QTL clusters for both flowering and maturity time, and mapped about 2 cM proximal to the Vrn-A1 gene, which was in high linkage disequilibrium (0.70 ≤ r2 ≤ 0.75) with SNP markers that mapped within the QTL confidence interval. Six of the 14 QTLs (one for flowering time and plant height each, and two for maturity and kernel weight each) were common between the conventional and organic management systems, which suggests issues in directly utilizing gene discovery results based on conventional management to make in detail selection (decision) for organic management.
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Affiliation(s)
- Jun Zou
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Canada
| | - Kassa Semagn
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Canada
| | - Muhammad Iqbal
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Canada
- National Institute for Genomics and Advanced Biotechnology, National Agricultural Research Centre, Islamabad, Pakistan
| | - Hua Chen
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Canada
| | - Mohammad Asif
- Department of Agronomy, 2004 Throckmorton Plant Science Center, Kansas State University, Manhattan, Kansas, United States of America
- Heartland Plant Innovations, Kansas Wheat Innovation Center, Manhattan, Kansas, United States of America
| | - Amidou N’Diaye
- Crop Development Centre and Department of Plant Sciences, University of Saskatchewan, Saskatoon, Canada
| | - Alireza Navabi
- Department of Plant Agriculture, University of Guelph, Guelph, Ontario, Canada
| | - Enid Perez-Lara
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Canada
| | - Curtis Pozniak
- Crop Development Centre and Department of Plant Sciences, University of Saskatchewan, Saskatoon, Canada
| | - Rong-Cai Yang
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Canada
- Alberta Agriculture and Forestry, St. Edmonton, Alberta, Canada
| | | | - Dean Spaner
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Canada
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20
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Babiker EM, Gordon TC, Chao S, Rouse MN, Wanyera R, Acevedo M, Brown-Guedira G, Bonman JM. Molecular Mapping of Stem Rust Resistance Loci Effective Against the Ug99 Race Group of the Stem Rust Pathogen and Validation of a Single Nucleotide Polymorphism Marker Linked to Stem Rust Resistance Gene Sr28. PHYTOPATHOLOGY 2017; 107:208-215. [PMID: 27775500 DOI: 10.1094/phyto-08-16-0294-r] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Wheat landrace PI 177906 has seedling resistance to stem rust caused by Puccinia graminis f. sp. tritici races TTKSK, TTKST, and BCCBC and field resistance to the Ug99 race group. Parents, 140 recombinant inbred lines, and 138 double haploid (DH) lines were evaluated for seedling resistance to races TTKSK and BCCBC. Parents and the DH population were evaluated for field resistance to Ug99 in Kenya. The 90K wheat single nucleotide polymorphism (SNP) genotyping platform was used to genotype the parents and populations. Goodness-of-fit tests indicated that two dominant genes in PI 177906 conditioned seedling resistance to TTKSK. Two major loci for seedling resistance were consistently mapped to the chromosome arms 2BL and 6DS. The BCCBC resistance was mapped to the same location on 2BL as the TTKSK resistance. Using field data from the three seasons, two major QTL were consistently detected at the same regions on 2BL and 6DS. Based on the mapping result, race specificity, and the infection type observed in PI 177906, the TTKSK resistance on 2BL is likely due to Sr28. One SNP marker (KASP_IWB1208) was found to be predictive for the presence of the TTKSK resistance locus on 2BL and Sr28.
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Affiliation(s)
- E M Babiker
- First, second, and eighth authors: U.S. Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, 1691 S 2700 W, Aberdeen, ID 83210; third author: USDA-ARS, Cereal Crops Research Unit, 1605 Albrecht Blvd., Fargo, ND 58102; fourth author: USDA-ARS, Cereal Disease Laboratory, 1551 Lindig Ave., St. Paul, MN 55108; fifth author: Kenya Agricultural and Livestock Research Organization, Njoro 20107, Kenya; sixth author: Department of Plant Sciences, North Dakota State University, P.O. Box 6050, Fargo 58108; and seventh author: USDA-ARS, Plant Science Research Unit, Raleigh, NC 27606
| | - T C Gordon
- First, second, and eighth authors: U.S. Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, 1691 S 2700 W, Aberdeen, ID 83210; third author: USDA-ARS, Cereal Crops Research Unit, 1605 Albrecht Blvd., Fargo, ND 58102; fourth author: USDA-ARS, Cereal Disease Laboratory, 1551 Lindig Ave., St. Paul, MN 55108; fifth author: Kenya Agricultural and Livestock Research Organization, Njoro 20107, Kenya; sixth author: Department of Plant Sciences, North Dakota State University, P.O. Box 6050, Fargo 58108; and seventh author: USDA-ARS, Plant Science Research Unit, Raleigh, NC 27606
| | - S Chao
- First, second, and eighth authors: U.S. Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, 1691 S 2700 W, Aberdeen, ID 83210; third author: USDA-ARS, Cereal Crops Research Unit, 1605 Albrecht Blvd., Fargo, ND 58102; fourth author: USDA-ARS, Cereal Disease Laboratory, 1551 Lindig Ave., St. Paul, MN 55108; fifth author: Kenya Agricultural and Livestock Research Organization, Njoro 20107, Kenya; sixth author: Department of Plant Sciences, North Dakota State University, P.O. Box 6050, Fargo 58108; and seventh author: USDA-ARS, Plant Science Research Unit, Raleigh, NC 27606
| | - M N Rouse
- First, second, and eighth authors: U.S. Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, 1691 S 2700 W, Aberdeen, ID 83210; third author: USDA-ARS, Cereal Crops Research Unit, 1605 Albrecht Blvd., Fargo, ND 58102; fourth author: USDA-ARS, Cereal Disease Laboratory, 1551 Lindig Ave., St. Paul, MN 55108; fifth author: Kenya Agricultural and Livestock Research Organization, Njoro 20107, Kenya; sixth author: Department of Plant Sciences, North Dakota State University, P.O. Box 6050, Fargo 58108; and seventh author: USDA-ARS, Plant Science Research Unit, Raleigh, NC 27606
| | - R Wanyera
- First, second, and eighth authors: U.S. Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, 1691 S 2700 W, Aberdeen, ID 83210; third author: USDA-ARS, Cereal Crops Research Unit, 1605 Albrecht Blvd., Fargo, ND 58102; fourth author: USDA-ARS, Cereal Disease Laboratory, 1551 Lindig Ave., St. Paul, MN 55108; fifth author: Kenya Agricultural and Livestock Research Organization, Njoro 20107, Kenya; sixth author: Department of Plant Sciences, North Dakota State University, P.O. Box 6050, Fargo 58108; and seventh author: USDA-ARS, Plant Science Research Unit, Raleigh, NC 27606
| | - M Acevedo
- First, second, and eighth authors: U.S. Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, 1691 S 2700 W, Aberdeen, ID 83210; third author: USDA-ARS, Cereal Crops Research Unit, 1605 Albrecht Blvd., Fargo, ND 58102; fourth author: USDA-ARS, Cereal Disease Laboratory, 1551 Lindig Ave., St. Paul, MN 55108; fifth author: Kenya Agricultural and Livestock Research Organization, Njoro 20107, Kenya; sixth author: Department of Plant Sciences, North Dakota State University, P.O. Box 6050, Fargo 58108; and seventh author: USDA-ARS, Plant Science Research Unit, Raleigh, NC 27606
| | - G Brown-Guedira
- First, second, and eighth authors: U.S. Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, 1691 S 2700 W, Aberdeen, ID 83210; third author: USDA-ARS, Cereal Crops Research Unit, 1605 Albrecht Blvd., Fargo, ND 58102; fourth author: USDA-ARS, Cereal Disease Laboratory, 1551 Lindig Ave., St. Paul, MN 55108; fifth author: Kenya Agricultural and Livestock Research Organization, Njoro 20107, Kenya; sixth author: Department of Plant Sciences, North Dakota State University, P.O. Box 6050, Fargo 58108; and seventh author: USDA-ARS, Plant Science Research Unit, Raleigh, NC 27606
| | - J M Bonman
- First, second, and eighth authors: U.S. Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, 1691 S 2700 W, Aberdeen, ID 83210; third author: USDA-ARS, Cereal Crops Research Unit, 1605 Albrecht Blvd., Fargo, ND 58102; fourth author: USDA-ARS, Cereal Disease Laboratory, 1551 Lindig Ave., St. Paul, MN 55108; fifth author: Kenya Agricultural and Livestock Research Organization, Njoro 20107, Kenya; sixth author: Department of Plant Sciences, North Dakota State University, P.O. Box 6050, Fargo 58108; and seventh author: USDA-ARS, Plant Science Research Unit, Raleigh, NC 27606
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21
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Babiker EM, Gordon TC, Chao S, Rouse MN, Wanyera R, Newcomb M, Brown-Guedira G, Pretorius ZA, Bonman JM. Genetic mapping of resistance to the Ug99 race group of Puccinia graminis f. sp. tritici in a spring wheat landrace CItr 4311. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2016; 129:2161-2170. [PMID: 27544524 DOI: 10.1007/s00122-016-2764-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Accepted: 08/03/2016] [Indexed: 05/21/2023]
Abstract
A gene for Ug99 resistance from wheat landrace CItr 4311 was detected on the long arm of chromosome 2B. Wheat landrace CItr 4311 has seedling resistance to stem rust caused by Puccinia graminis f. sp. tritici race TTKSK and field resistance to the Ug99 race group. Parents, F1 seedlings, 121 doubled haploid (DH) lines, and 124 recombinant inbred lines (RILs) developed from a cross between CItr 4311 and the susceptible line LMPG-6 were evaluated for seedling resistance to race TTKSK. Goodness-of-fit tests indicated that a single dominant gene in CItr 4311 conditioned the TTKSK resistance. The 90 K wheat iSelect SNP platform was used to genotype parents and the DH population. The seedling resistance locus was mapped to the chromosome arm 2BL. Parents and the DH population were evaluated for field resistance in Kenya. One major QTL for the field resistance was consistently detected in the same region on 2BL as the seedling resistance. Using KASP assays, five linked SNP markers were used to verify the result in the 124 RIL, 35 wheat accessions, 46 DH lines from the LMPG-6/PI 165194 cross and F1 seedlings, and susceptible bulks derived from crosses between six resistant landraces with LMPG-6. Race specificity, mapping results, and haplotype similarity with lines with Sr9h (Gabo 56, Timstein, and PI 670015), support the hypothesis that the Sr gene in CItr 4311 and the landraces is Sr9h. The KASP assays developed in this study will be useful for pyramiding the TTKSK resistance from CItr 4311 with other Sr genes effective against Ug99.
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Affiliation(s)
- E M Babiker
- Small Grains and Potato Germplasm Research Unit, USDA-ARS, 1691 S 2700 W, Aberdeen, ID, 83210, USA.
| | - T C Gordon
- Small Grains and Potato Germplasm Research Unit, USDA-ARS, 1691 S 2700 W, Aberdeen, ID, 83210, USA
| | - S Chao
- Cereal Crops Research Unit, USDA-ARS, 1605 Albrecht Blvd, Fargo, ND, 58102, USA
| | - M N Rouse
- Cereal Disease Laboratory, USDA-ARS, 1551 Lindig Ave, St. Paul, MN, 55108, USA
| | - R Wanyera
- Kenya Agricultural and Livestock Research Organization, Njoro, 20107, Kenya
| | - M Newcomb
- School of Plant Sciences, University of Arizona, Maricopa, AZ, 85138, USA
| | - G Brown-Guedira
- Plant Science Research Unit, USDA-ARS, Raleigh, NC, 27606, USA
| | - Z A Pretorius
- Department of Plant Sciences, University of the Free State, Bloemfontein, 9300, South Africa
| | - J M Bonman
- Small Grains and Potato Germplasm Research Unit, USDA-ARS, 1691 S 2700 W, Aberdeen, ID, 83210, USA.
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Gao L, Turner MK, Chao S, Kolmer J, Anderson JA. Genome Wide Association Study of Seedling and Adult Plant Leaf Rust Resistance in Elite Spring Wheat Breeding Lines. PLoS One 2016; 11:e0148671. [PMID: 26849364 PMCID: PMC4744023 DOI: 10.1371/journal.pone.0148671] [Citation(s) in RCA: 99] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Accepted: 01/21/2016] [Indexed: 11/26/2022] Open
Abstract
Leaf rust is an important disease, threatening wheat production annually. Identification of resistance genes or QTLs for effective field resistance could greatly enhance our ability to breed durably resistant varieties. We applied a genome wide association study (GWAS) approach to identify resistance genes or QTLs in 338 spring wheat breeding lines from public and private sectors that were predominately developed in the Americas. A total of 46 QTLs were identified for field and seedling traits and approximately 20–30 confer field resistance in varying degrees. The 10 QTLs accounting for the most variation in field resistance explained 26–30% of the total variation (depending on traits: percent severity, coefficient of infection or response type). Similarly, the 10 QTLs accounting for most of the variation in seedling resistance to different races explained 24–34% of the variation, after correcting for population structure. Two potentially novel QTLs (QLr.umn-1AL, QLr.umn-4AS) were identified. Identification of novel genes or QTLs and validation of previously identified genes or QTLs for seedling and especially adult plant resistance will enhance understanding of leaf rust resistance and assist breeding for resistant wheat varieties. We also developed computer programs to automate field and seedling rust phenotype data conversions. This is the first GWAS study of leaf rust resistance in elite wheat breeding lines genotyped with high density 90K SNP arrays.
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Affiliation(s)
- Liangliang Gao
- University of Minnesota, Department of Agronomy and Plant Genetics, St. Paul, MN, 55108, United States of America
| | - M. Kathryn Turner
- University of Minnesota, Department of Agronomy and Plant Genetics, St. Paul, MN, 55108, United States of America
| | - Shiaoman Chao
- USDA-ARS Biosciences Research Lab, Fargo, ND, 58102, United States of America
| | - James Kolmer
- USDA-ARS Cereal Disease Laboratory, St. Paul, MN, 55108, United States of America
- University of Minnesota, Department of Plant Pathology, St. Paul, MN, 55108, United States of America
- * E-mail: (JAA); (JK)
| | - James A. Anderson
- University of Minnesota, Department of Agronomy and Plant Genetics, St. Paul, MN, 55108, United States of America
- * E-mail: (JAA); (JK)
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Babiker EM, Gordon TC, Bonman JM, Chao S, Rouse MN, Brown-Guedira G, Williamson S, Pretorius ZA. Rapid Identification of Resistance Loci Effective Against Puccinia graminis f. sp. tritici Race TTKSK in 33 Spring Wheat Landraces. PLANT DISEASE 2016; 100:331-336. [PMID: 30694146 DOI: 10.1094/pdis-04-15-0466-re] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Wheat breeders worldwide are seeking new sources of resistance to Puccinia graminis f. sp. tritici race TTKSK. To prioritize field-resistant landraces for follow-up genetic studies to test for the presence of new resistance genes, seedling response to P. graminis f. sp. tritici race TTKSK, molecular markers linked to specific Sr genes, segregation ratios among progeny from crosses, and bulked segregant analyses (BSA) were used. In total, 33 spring wheat landraces with seedling resistance to P. graminis f. sp. tritici race TTKSK were crossed to a susceptible genotype, LMPG-6. The segregation ratios of stem rust reactions in F2 seedlings fit a single dominant gene model in 31 populations and progeny from two crosses gave ambiguous results. Using the 90K wheat single-nucleotide polymorphism genotyping platform, BSA showed that the seedling resistance in 29 accessions is probably controlled by loci on chromosome 2BL. For the three remaining accessions, BSA revealed that the seedling resistance is most likely controlled by previously unreported genes. For confirmation, two populations were advanced to the F2:3 and screened against P. graminis f. sp. tritici race TTKSK. Segregation of the F2:3 families fit a 1:2:1 ratio for a single dominant gene. Using the F2:3 families, BSA located the TTKSK locus on chromosome 6DS to the same location as Sr42.
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Affiliation(s)
- E M Babiker
- United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, Aberdeen, ID 83210
| | - T C Gordon
- United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, Aberdeen, ID 83210
| | - J M Bonman
- United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Small Grains and Potato Germplasm Research Unit, Aberdeen, ID 83210
| | - S Chao
- USDA-ARS, Cereal Crops Research, Fargo, ND 58102
| | - M N Rouse
- USDA-ARS, Cereal Disease Laboratory, St. Paul, MN 55108
| | | | - S Williamson
- Department of Crop Science, North Carolina State University, Raleigh 27695
| | - Z A Pretorius
- Department of Plant Sciences, University of the Free State, Bloemfontein 9300, South Africa
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Gao L, Turner MK, Chao S, Kolmer J, Anderson JA. Genome Wide Association Study of Seedling and Adult Plant Leaf Rust Resistance in Elite Spring Wheat Breeding Lines. PLoS One 2016. [PMID: 26849364 DOI: 10.1371/journal.pgen.148671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2023] Open
Abstract
Leaf rust is an important disease, threatening wheat production annually. Identification of resistance genes or QTLs for effective field resistance could greatly enhance our ability to breed durably resistant varieties. We applied a genome wide association study (GWAS) approach to identify resistance genes or QTLs in 338 spring wheat breeding lines from public and private sectors that were predominately developed in the Americas. A total of 46 QTLs were identified for field and seedling traits and approximately 20-30 confer field resistance in varying degrees. The 10 QTLs accounting for the most variation in field resistance explained 26-30% of the total variation (depending on traits: percent severity, coefficient of infection or response type). Similarly, the 10 QTLs accounting for most of the variation in seedling resistance to different races explained 24-34% of the variation, after correcting for population structure. Two potentially novel QTLs (QLr.umn-1AL, QLr.umn-4AS) were identified. Identification of novel genes or QTLs and validation of previously identified genes or QTLs for seedling and especially adult plant resistance will enhance understanding of leaf rust resistance and assist breeding for resistant wheat varieties. We also developed computer programs to automate field and seedling rust phenotype data conversions. This is the first GWAS study of leaf rust resistance in elite wheat breeding lines genotyped with high density 90K SNP arrays.
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Affiliation(s)
- Liangliang Gao
- University of Minnesota, Department of Agronomy and Plant Genetics, St. Paul, MN, 55108, United States of America
| | - M Kathryn Turner
- University of Minnesota, Department of Agronomy and Plant Genetics, St. Paul, MN, 55108, United States of America
| | - Shiaoman Chao
- USDA-ARS Biosciences Research Lab, Fargo, ND, 58102, United States of America
| | - James Kolmer
- USDA-ARS Cereal Disease Laboratory, St. Paul, MN, 55108, United States of America
- University of Minnesota, Department of Plant Pathology, St. Paul, MN, 55108, United States of America
| | - James A Anderson
- University of Minnesota, Department of Agronomy and Plant Genetics, St. Paul, MN, 55108, United States of America
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Fu YB. Understanding crop genetic diversity under modern plant breeding. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2015; 128:2131-42. [PMID: 26246331 PMCID: PMC4624815 DOI: 10.1007/s00122-015-2585-y] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2015] [Accepted: 07/16/2015] [Indexed: 05/18/2023]
Abstract
Maximizing crop yield while at the same time minimizing crop failure for sustainable agriculture requires a better understanding of the impacts of plant breeding on crop genetic diversity. This review identifies knowledge gaps and shows the need for more research into genetic diversity changes under plant breeding. Modern plant breeding has made a profound impact on food production and will continue to play a vital role in world food security. For sustainable agriculture, a compromise should be sought between maximizing crop yield under changing climate and minimizing crop failure under unfavorable conditions. Such a compromise requires better understanding of the impacts of plant breeding on crop genetic diversity. Efforts have been made over the last three decades to assess crop genetic diversity using molecular marker technologies. However, these assessments have revealed some temporal diversity patterns that are largely inconsistent with our perception that modern plant breeding reduces crop genetic diversity. An attempt was made in this review to explain such discrepancies by examining empirical assessments of crop genetic diversity and theoretical investigations of genetic diversity changes over time under artificial selection. It was found that many crop genetic diversity assessments were not designed to assess diversity impacts from specific plant breeding programs, while others were experimentally inadequate and contained technical biases from the sampling of cultivars and genomes. Little attention has been paid to theoretical investigations on crop genetic diversity changes from plant breeding. A computer simulation of five simplified breeding schemes showed the substantial effects of plant breeding on the retention of heterozygosity over generations. It is clear that more efforts are needed to investigate crop genetic diversity in space and time under plant breeding to achieve sustainable crop production.
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Affiliation(s)
- Yong-Bi Fu
- Plant Gene Resources of Canada, AAFC Saskatoon Research Centre, 107 Science Place, Saskatoon, SK, S7N0X2, Canada.
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Kertho A, Mamidi S, Bonman JM, McClean PE, Acevedo M. Genome-Wide Association Mapping for Resistance to Leaf and Stripe Rust in Winter-Habit Hexaploid Wheat Landraces. PLoS One 2015; 10:e0129580. [PMID: 26076040 PMCID: PMC4468153 DOI: 10.1371/journal.pone.0129580] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 05/11/2015] [Indexed: 11/18/2022] Open
Abstract
Leaf rust, caused by Puccinia triticina (Pt), and stripe rust, caused by P. striiformis f. sp. tritici (Pst), are destructive foliar diseases of wheat worldwide. Breeding for disease resistance is the preferred strategy of managing both diseases. The continued emergence of new races of Pt and Pst requires a constant search for new sources of resistance. Here we report a genome-wide association analysis of 567 winter wheat (Triticum aestivum) landrace accessions using the Infinium iSelect 9K wheat SNP array to identify loci associated with seedling resistance to five races of Pt (MDCL, MFPS, THBL, TDBG, and TBDJ) and one race of Pst (PSTv-37) frequently found in the Northern Great Plains of the United States. Mixed linear models identified 65 and eight significant markers associated with leaf rust and stripe rust, respectively. Further, we identified 31 and three QTL associated with resistance to Pt and Pst, respectively. Eleven QTL, identified on chromosomes 3A, 4A, 5A, and 6D, are previously unknown for leaf rust resistance in T. aestivum.
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Affiliation(s)
- Albert Kertho
- Department of Plant Pathology, North Dakota State University, Fargo, North Dakota, United States of America
| | - Sujan Mamidi
- Department of Plant Sciences, North Dakota State University, Fargo, North Dakota, United States of America
| | - J. Michael Bonman
- USDA-ARS, Small Grains and Potato Germplasm Research Unit, Aberdeen, Idaho, United States of America
| | - Phillip E. McClean
- Department of Plant Sciences, North Dakota State University, Fargo, North Dakota, United States of America
| | - Maricelis Acevedo
- Department of Plant Pathology, North Dakota State University, Fargo, North Dakota, United States of America
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