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Hao S, Lou H, Wang H, Shi J, Liu D, Baogerile, Tao J, Miao S, Pei Q, Yu L, Wu M, Gao M, Zhao N, Dong J, You M, Xin M. Genome-Wide Association Study Reveals the Genetic Basis of Five Quality Traits in Chinese Wheat. FRONTIERS IN PLANT SCIENCE 2022; 13:835306. [PMID: 35310636 PMCID: PMC8928432 DOI: 10.3389/fpls.2022.835306] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 02/14/2022] [Indexed: 09/10/2023]
Abstract
Bread wheat is a highly adaptable food crop grown extensively around the world and its quality genetic improvement has received wide attention. In this study, the genetic loci associated with five quality traits including protein content (PC), gluten content (GC), baking value (BV), grain hardness (HA), and sedimentation value (SV) in a population of 253 Chinese wheat grown in Inner Mongolia were investigated through genome wide association mapping. A total of 103 QTL containing 556 SNPs were significantly related to the five quality traits based on the phenotypic data collected from three environments and BLUP data. Of these QTL, 32 QTL were continuously detected under at least two experiments. Some QTL such as qBV3D.2/qHA3D.2 on 3D, qPC5A.3/qGC5A on 5A, qBV5D/qHA5D on 5D, qBV6B.2/qHA6B.3 on 6B, and qBV6D/qHA6D.1 on 6D were associated with multiple traits. In addition, distribution of favorable alleles of the stable QTL in the association panel and their effects on five quality traits were validated. Analysis of existing transcriptome data revealed that 34 genes were specifically highly expressed in grains during reproductive growth stages. The functions of these genes will be characterized in future experiments. This study provides novel insights into the genetic basis of quality traits in wheat.
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Affiliation(s)
- Shuiyuan Hao
- College of Agronomy, China Agricultural University, Beijing, China
- Safety Production and Early Warning Control Laboratory of Green Agricultural Products in Hetao Region, Hetao College, Bayannur, China
| | - Hongyao Lou
- Institute of Hybrid Wheat, Beijng Academy of Agriculture Forestry Sciences, Beijing, China
| | - Haiwei Wang
- Department of Agriculture, Hetao College, Bayannur, China
| | - Jinghong Shi
- Department of Agriculture, Hetao College, Bayannur, China
| | - Dan Liu
- Department of Medicine, Hetao College, Bayannur, China
| | - Baogerile
- Department of Library, Hetao College, Bayannur, China
| | - Jianguang Tao
- Bayannur City Meteorological Bureau, Bayannur, China
| | - Sanming Miao
- Bureau of Agriculture and Animal Husbandry of Linhe District of Bayannur, Bayannur, China
| | - Qunce Pei
- Bureau of Agriculture and Animal Husbandry of Linhe District of Bayannur, Bayannur, China
| | - Liangliang Yu
- Bayannur City Meteorological Bureau, Bayannur, China
| | - Min Wu
- Bureau of Agriculture and Animal Husbandry of Urat Middle Banner of Bayannur, Bayannur, China
| | - Ming Gao
- Department of Agriculture, Hetao College, Bayannur, China
| | - Naihu Zhao
- Department of Agriculture, Hetao College, Bayannur, China
| | - Jinchao Dong
- Department of Agriculture, Hetao College, Bayannur, China
| | - Mingshan You
- College of Agronomy, China Agricultural University, Beijing, China
| | - Mingming Xin
- College of Agronomy, China Agricultural University, Beijing, China
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Lap B, Rai M, Tyagi W. Playing with colours: genetics and regulatory mechanisms for anthocyanin pathway in cereals. Biotechnol Genet Eng Rev 2021; 37:1-29. [PMID: 34470563 DOI: 10.1080/02648725.2021.1928991] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Cereals form the most important source of energy in our food. Currently, demand for coloured food grains is significantly increasing globally because of their antioxidant properties and enhanced nutritional value. Coloured grains of major and minor cereals are due to accumulation of secondary metabolites like carotenoids and flavonoids such as anthocyanin, proanthocyanin, phlobaphenes in pericarp, aleurone, lemma, testa or seed coat of grains. Differential accumulation of colour in grains is regulated by several regulatory proteins and enzymes involved in flavonoid and caroteniod biosynthesis. MYB and bHLH gene family members are the major regulators of these pathways. Genes for colour across various cereals have been extensively studied; however, only a few functional and allele-specific markers to be utilized directly in breeding programmes are reported so far. In this review, while briefly discussing the well studied and explored carotenoid pathway, we focus on a much more complex anthocyanin pathway that is found across cereals. The genes and their orthologs that are responsible for encoding key regulators of anthocyanin biosynthesis are discussed. This review also focuses on the genetic factors that influence colour change in different cereal crops, and the available/reported markers that can be used in breeding programs for utilizing this pathway for enhancing food and nutritional security.
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Affiliation(s)
- Bharati Lap
- School of Crop Improvement, CPGS-AS, CAU (I), Umiam, India
| | - Mayank Rai
- School of Crop Improvement, College of Post Graduate Studies in Agricultural Sciences, Central Agricultural University (Imphal) College of Post-Graduate Studies, Umiam, Meghalaya, India
| | - Wricha Tyagi
- New Zealand Institute for Plant and Food Research Ltd, Umiam, India
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Genome wide association study of the whiteness and colour related traits of flour and dough sheets in common wheat. Sci Rep 2021; 11:8790. [PMID: 33888831 PMCID: PMC8062544 DOI: 10.1038/s41598-021-88241-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 04/08/2021] [Indexed: 11/09/2022] Open
Abstract
Flour whiteness and colour are important factors that influence the quality of wheat flour and end-use products. In this study, a genome wide association study focusing on flour and dough sheet colour using a high density genetic map constructed with 90K single nucleotide polymorphism arrays in a panel of 205 elite winter wheat accessions was conducted in two different locations in 2 years. Eighty-six significant marker-trait associations (MTAs) were detected for flour whiteness and the brightness index (L* value), the redness index (a* value), and the yellowness index (b* value) of flour and dough sheets (P < 10-4) on homologous group 1, 2, 5 and 7, and chromosomes 3A, 3B, 4A, 6A and 6B. Four, three, eleven, eleven MTAs for the flour whiteness, L* value, a* value, b* value, and one MTA for the dough sheet L* value were identified in more than one environment. Based on MATs, some important new candidate genes were identified. Of these, two candidate genes, TraesCS5D01G004300 and Gsp-1D, for BS00000020_51 were found in wheat, relating to grain hardness. Other candidate genes were associated with proteins, the fatty acid biosynthetic process, the ketone body biosynthetic process, etc.
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Hewitt T, Müller MC, Molnár I, Mascher M, Holušová K, Šimková H, Kunz L, Zhang J, Li J, Bhatt D, Sharma R, Schudel S, Yu G, Steuernagel B, Periyannan S, Wulff B, Ayliffe M, McIntosh R, Keller B, Lagudah E, Zhang P. A highly differentiated region of wheat chromosome 7AL encodes a Pm1a immune receptor that recognizes its corresponding AvrPm1a effector from Blumeria graminis. THE NEW PHYTOLOGIST 2021; 229:2812-2826. [PMID: 33176001 PMCID: PMC8022591 DOI: 10.1111/nph.17075] [Citation(s) in RCA: 62] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 11/01/2020] [Indexed: 05/05/2023]
Abstract
Pm1a, the first powdery mildew resistance gene described in wheat, is part of a complex resistance (R) gene cluster located in a distal region of chromosome 7AL that has suppressed genetic recombination. A nucleotide-binding, leucine-rich repeat (NLR) immune receptor gene was isolated using mutagenesis and R gene enrichment sequencing (MutRenSeq). Stable transformation confirmed Pm1a identity which induced a strong resistance phenotype in transgenic plants upon challenge with avirulent Blumeria graminis (wheat powdery mildew) pathogens. A high-density genetic map of a B. graminis family segregating for Pm1a avirulence combined with pathogen genome resequencing and RNA sequencing (RNAseq) identified AvrPm1a effector gene candidates. In planta expression identified an effector, with an N terminal Y/FxC motif, that induced a strong hypersensitive response when co-expressed with Pm1a in Nicotiana benthamiana. Single chromosome enrichment sequencing (ChromSeq) and assembly of chromosome 7A suggested that suppressed recombination around the Pm1a region was due to a rearrangement involving chromosomes 7A, 7B and 7D. The cloning of Pm1a and its identification in a highly rearranged region of chromosome 7A provides insight into the role of chromosomal rearrangements in the evolution of this complex resistance cluster.
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Affiliation(s)
- Tim Hewitt
- Agriculture & FoodCommonwealth Scientific & Industrial Research OrganizationGPO Box 1700CanberraACT2601Australia
- School of Life and Environmental SciencesPlant Breeding InstituteUniversity of Sydney107 Cobbitty RoadCobbittyNSW2570Australia
| | - Marion C. Müller
- Department of Plant and Microbial BiologyUniversity of ZurichZollikerstrasse 107Zürich8008Switzerland
| | - István Molnár
- Centre of the Region Haná for Biotechnological and Agricultural ResearchInstitute of Experimental Botany of the Czech Academy of SciencesŠlechtitelů 31Olomouc779 00Czech Republic
| | - Martin Mascher
- OT GaterslebenLeibniz Institute of Plant Genetics and Crop Plant ResearchCorrensstr. 3Stadt SeelandD‐06466Germany
| | - Kateřina Holušová
- Centre of the Region Haná for Biotechnological and Agricultural ResearchInstitute of Experimental Botany of the Czech Academy of SciencesŠlechtitelů 31Olomouc779 00Czech Republic
| | - Hana Šimková
- Centre of the Region Haná for Biotechnological and Agricultural ResearchInstitute of Experimental Botany of the Czech Academy of SciencesŠlechtitelů 31Olomouc779 00Czech Republic
| | - Lukas Kunz
- Department of Plant and Microbial BiologyUniversity of ZurichZollikerstrasse 107Zürich8008Switzerland
| | - Jianping Zhang
- Agriculture & FoodCommonwealth Scientific & Industrial Research OrganizationGPO Box 1700CanberraACT2601Australia
| | - Jianbo Li
- School of Life and Environmental SciencesPlant Breeding InstituteUniversity of Sydney107 Cobbitty RoadCobbittyNSW2570Australia
| | - Dhara Bhatt
- Agriculture & FoodCommonwealth Scientific & Industrial Research OrganizationGPO Box 1700CanberraACT2601Australia
| | - Raghvendra Sharma
- Agriculture & FoodCommonwealth Scientific & Industrial Research OrganizationGPO Box 1700CanberraACT2601Australia
| | - Seraina Schudel
- Department of Plant and Microbial BiologyUniversity of ZurichZollikerstrasse 107Zürich8008Switzerland
| | | | | | - Sambasivam Periyannan
- Agriculture & FoodCommonwealth Scientific & Industrial Research OrganizationGPO Box 1700CanberraACT2601Australia
| | | | - Mick Ayliffe
- Agriculture & FoodCommonwealth Scientific & Industrial Research OrganizationGPO Box 1700CanberraACT2601Australia
| | - Robert McIntosh
- School of Life and Environmental SciencesPlant Breeding InstituteUniversity of Sydney107 Cobbitty RoadCobbittyNSW2570Australia
| | - Beat Keller
- Department of Plant and Microbial BiologyUniversity of ZurichZollikerstrasse 107Zürich8008Switzerland
| | - Evans Lagudah
- Agriculture & FoodCommonwealth Scientific & Industrial Research OrganizationGPO Box 1700CanberraACT2601Australia
- School of Life and Environmental SciencesPlant Breeding InstituteUniversity of Sydney107 Cobbitty RoadCobbittyNSW2570Australia
| | - Peng Zhang
- School of Life and Environmental SciencesPlant Breeding InstituteUniversity of Sydney107 Cobbitty RoadCobbittyNSW2570Australia
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Mukherjee T, Mukhopadhyay SK. Comparative analysis of structural and functional aspects of phytoene synthase from Meiothermus taiwanensis strain RP. ANN MICROBIOL 2020. [DOI: 10.1186/s13213-020-01558-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
Abstract
Purpose
The aim of this study is the in silico characterization of the structure and function of the phytoene synthase (PSY) of a red carotenoid producing thermophile Meiothermus taiwanensis strain RP with a comparative approach.
Methods
PSYs from M. taiwanensis strain RP and other groups of thermophilic, mesophilic and psychrophilic bacteria, plants, protozoa, and algae were analyzed by ExPASy ProtParam, NCBI Conserved Domain Search, SOPMA, PSIPRED, Robetta server, ProQ, and QMEAN, with the superposition of 3-D structures in PyMOL.
Results
RP PSY shows the highest (97.5 %) similarity with M. ruber and the lowest with the psychrophile Gelidibacter algens (36.7 %). The amino acid sequence of RP PSY is one of the shortest, with 275 residues. The instability index of RP PSY is much lower compared with plant sequences. Alanine, arginine, glycine, and leucine residues are the highest in Meiothermus sp., and they have a high amount of alpha-helix. Most of the 32 active site residues are conserved in all the sequences. However, some residues are more prone to substitutions in other PSYs except M. ruber. The three-dimensional structures of M. taiwanensis strain RP, Gelidibacter algens, Thermus thermophiles, Meiothermus ruber, and Brassica napus PSYs were homology modeled, validated, and submitted to Protein Model Databank. The superposition of the 3-D structures shows that their active site region structure is identical.
Conclusion
RP PSY is one of the most stable PSYs and knowledge of its individual properties, similarities, and dissimilarities with other PSYs may be useful for genetic engineering and purification of the protein for improved carotenoid production.
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Sun T, Li L. Toward the 'golden' era: The status in uncovering the regulatory control of carotenoid accumulation in plants. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2020; 290:110331. [PMID: 31779888 DOI: 10.1016/j.plantsci.2019.110331] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 10/21/2019] [Accepted: 11/01/2019] [Indexed: 05/17/2023]
Abstract
Carotenoids are essential pigments to plants and important natural products to humans. Carotenoids as both primary and specialized metabolites fulfill multifaceted functions in plants. As such, carotenoid accumulation (a net process of biosynthesis, degradation and sequestration) is subjected to complicated regulation throughout plant life cycle in response to developmental and environmental signals. Investigation of transcriptional regulation of carotenoid metabolic genes remains the focus in understanding the regulatory control of carotenoid accumulation. While discovery of bona fide carotenoid metabolic regulators is still challenging, the recent progress of identification of various transcription factors and regulators helps us to construct hierarchical regulatory network of carotenoid accumulation. The elucidation of carotenoid regulatory mechanisms at protein level and in chromoplast provides some insights into post-translational regulation of carotenogenic enzymes and carotenoid sequestration in plastid sink. This review briefly describes the pathways and main flux-controlling steps for carotenoid accumulation in plants. It highlights our recent understanding of the regulatory mechanisms underlying carotenoid accumulation at both transcriptional and post-translational levels. It also discusses the opportunities to expand toolbox for further shedding light upon the intrinsic regulation of carotenoid accumulation in plants.
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Affiliation(s)
- Tianhu Sun
- Robert W Holley Center for Agriculture and Health, USDA-ARS, Cornell University, Ithaca, New York, 14853, USA; Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, New York, 14853, USA
| | - Li Li
- Robert W Holley Center for Agriculture and Health, USDA-ARS, Cornell University, Ithaca, New York, 14853, USA; Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, New York, 14853, USA.
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7
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Joukhadar R, Daetwyler HD, Gendall AR, Hayden MJ. Artificial selection causes significant linkage disequilibrium among multiple unlinked genes in Australian wheat. Evol Appl 2019; 12:1610-1625. [PMID: 31462918 PMCID: PMC6708422 DOI: 10.1111/eva.12807] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 04/17/2019] [Accepted: 04/19/2019] [Indexed: 01/21/2023] Open
Abstract
Australia has one of the oldest modern wheat breeding programs worldwide although the crop was first introduced to the country in 1788. Breeders selected wheat with high adaptation to different Australian climates, while ensuring satisfactory yield and quality. This artificial selection left distinct genomic signatures that can be used to retrospectively understand breeding targets, and to detect economically important alleles. To study the effect of artificial selection on modern cultivars and cultivars released in different Australian states, we genotyped 482 Australian cultivars representing the history of wheat breeding in Australia since 1840. Computer simulation showed that 86 genomic regions were significantly affected by artificial selection. Characterization of 18 major genes known to affect wheat adaptation, yield, and quality revealed that many were affected by artificial selection and contained within regions under selection. Similarly, many reported QTL and genes for yield, quality, and adaptation were also contained in regions affected by artificial selection. These included TaCwi-A1, TaGw2-6A, Sus-2B, TaSus1-7A, TaSAP1-7A, Glu-A1, Glu-B1, Glu-B3, PinA, PinB, Ppo-D1, Psy-A1, Psy-A2, Rht-A1, Rht-B1, Ppd-D1, Vrn-A1, Vrn-B1, and Cre8. Interestingly, 17 regions affected by artificial selection were in moderate-to-high linkage disequilibrium with each other with an average r 2 value of 0.35 indicating strong simultaneous selection on specific alleles. These regions included Glu-B1, TaGw2-6A, Cre8, Ppd-D1, Rht-B1, Vrn-B1, TaSus1-7A, TaSAP1-7A, and Psy-A1 plus multiple QTL affecting wheat yield and yield components. These results highlighted the effects of the long-term artificial selection on Australian wheat germplasm and identified putative regions underlying important traits in wheat.
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Affiliation(s)
- Reem Joukhadar
- Department of Animal, Plant and Soil SciencesLa Trobe UniversityBundooraVictoriaAustralia
- Agriculture Victoria Research, AgriBioCentre for AgribioscienceBundooraVictoriaAustralia
| | - Hans D. Daetwyler
- Agriculture Victoria Research, AgriBioCentre for AgribioscienceBundooraVictoriaAustralia
- School of Applied Systems BiologyLa Trobe UniversityBundooraVictoriaAustralia
| | - Anthony R. Gendall
- Department of Animal, Plant and Soil SciencesLa Trobe UniversityBundooraVictoriaAustralia
| | - Matthew J. Hayden
- Agriculture Victoria Research, AgriBioCentre for AgribioscienceBundooraVictoriaAustralia
- School of Applied Systems BiologyLa Trobe UniversityBundooraVictoriaAustralia
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Colasuonno P, Marcotuli I, Lozito ML, Simeone R, Blanco A, Gadaleta A. Characterization of Aldehyde Oxidase (AO) Genes Involved in the Accumulation of Carotenoid Pigments in Wheat Grain. FRONTIERS IN PLANT SCIENCE 2017; 8:863. [PMID: 28596779 PMCID: PMC5443152 DOI: 10.3389/fpls.2017.00863] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Accepted: 05/09/2017] [Indexed: 05/25/2023]
Abstract
Aldehyde Oxidase (AO) enzyme (EC 1.2.3.1) catalyzes the final steps of carotenoid catabolism and it is a key enzyme in the abscisic acid (ABA) biosynthesis. AO isoforms are located in the cytosolic compartment of tissues in many plants, where induce the oxidation of aldehydes into carboxylic acid, and in addition, catalyze the hydroxylation of some heterocycles. The goal of the present study was to characterize the AO genes involved in the accumulation of carotenoid pigments in wheat grain, an important quantitative trait controlled by multiple genes. The cDNAs corresponding to the four AO isoforms from Arabidopsis thaliana and five AO isoforms from Brachypodium distachyon were used as query in 454 sequence assemblies data for Triticum aestivum cv. Chinese Spring (https://urgi.versailles.inra.fr/blast/blast.php) to obtain the partial or whole orthologous wheat AO sequences. Three wheat isoforms, designated AO1, AO2, and AO3 were located on the chromosome groups 2, 5, and 7, respectively, and mapped on two consensus wheat maps by SNP markers located within the AO gene sequences. To validate the possible relationships between AO3 genes and carotenoid accumulation in wheat, the expression levels of AO-A3 and AO-B3 gene were determined during the kernel maturation stage of two durum wheat cultivars, Ciccio and Svevo, characterized by a low and high carotenoid content, respectively. Different AO-A3 gene expression values were observed between the two cultivars indicating that the AO-A3 allele present in Ciccio was more active in carotenoid degradation. A gene marker was developed and can be used for marker-assisted selection in wheat breeding programs.
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Affiliation(s)
- Pasqualina Colasuonno
- Department of Agricultural and Environmental Science, University of Bari Aldo MoroBari, Italy
| | - Ilaria Marcotuli
- Department of Agricultural and Environmental Science, University of Bari Aldo MoroBari, Italy
| | - Maria L. Lozito
- Department of Soil, Plant and Food Sciences, University of Bari Aldo MoroBari, Italy
| | - Rosanna Simeone
- Department of Soil, Plant and Food Sciences, University of Bari Aldo MoroBari, Italy
| | - Antonio Blanco
- Department of Soil, Plant and Food Sciences, University of Bari Aldo MoroBari, Italy
| | - Agata Gadaleta
- Department of Agricultural and Environmental Science, University of Bari Aldo MoroBari, Italy
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9
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IDENTIFICATION OF Psy1 GENE ALLELES RESPONSIBLE FOR CAROTENOID ACCUMULATION IN WHEAT GRAINS. BIOTECHNOLOGIA ACTA 2017. [DOI: 10.15407/biotech10.02.057] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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10
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Möhring J, Williams E, Piepho HP. Inter-block information: to recover or not to recover it? TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2015; 128:1541-1554. [PMID: 25972114 DOI: 10.1007/s00122-015-2530-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2014] [Accepted: 04/27/2015] [Indexed: 06/04/2023]
Abstract
Comparing standard errors of treatment differences using fixed or random block effects with the approximation of Kackar and Harville helps in choosing the preferable assumption for blocks in the analysis of field experiments. Blocked designs are common in plant breeding field trials. Depending on the precision of variance estimates, recovery of inter-block information via random block effects may be worthwhile. A challenge in practice is to decide when recovery of information should be pursued. To investigate this question, a series of sugar beet trials laid out as α-designs were analysed assuming fixed or random block effects. Additionally, small trials laid out as α-designs or partially replicated designs were simulated and analysed assuming fixed or random block effects. Nine decision rules, including the Kackar-Harville adjustment, were used for choosing the better assumption regarding the block effects. In general, use of the Kackar-Harville adjustment works well and is recommended for partially replicated designs. For α-designs, using inter-block information is preferable for designs with four or more blocks.
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Affiliation(s)
- Jens Möhring
- Biostatistics Unit, Institute for Crop Science, University of Hohenheim, Stuttgart, Germany
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11
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Zhang F, Chen F, Wu P, Zhang N, Cui D. Molecular characterization of lipoxygenase genes on chromosome 4BS in Chinese bread wheat (Triticum aestivum L.). TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2015; 128:1467-1479. [PMID: 25899305 DOI: 10.1007/s00122-015-2518-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Accepted: 04/11/2015] [Indexed: 06/04/2023]
Abstract
This study cloned two novel TaLox genes on chromosome of 4BS and developed a co-dominant marker, Lox-B23, in bread wheat that showed highly significant association with lipoxygenase activity. Lipoxygenase (Lox), a critical enzyme in the carotenoid biosynthetic pathway, significantly influences the color and processing quality of wheat-based products. Two novel Lox genes, designated TaLox-B2 and TaLox-B3, were cloned on chromosome 4BS of Chinese bread wheat. The deduced amino acid sequence showed that both TaLox-B2 and TaLox-B3 genes encoded an 861-aa protein and possessed a lipoxygenase superfamily domain at the 170-838 interval. Two different TaLox-B2 alleles, designated TaLox-B2a and TaLox-B2b, were subsequently discovered. A co-dominant marker, Lox-B23, was developed based on sequences of TaLox-B2a, TaLox-B2b, and TaLox-B3 genes to precisely distinguish these three alleles in Chinese bread cultivars. Among five allelic combinations of Lox genes at Lox-B1, Lox-B2, and Lox-B3 loci, wheat cultivars with TaLox-B1a/TaLox-B2a/TaLox-B3a combination exhibited the highest Lox activity, whereas those with TaLox-B1a/TaLox-B2b/TaLox-B3b combination significantly showed the lowest Lox activity. A RIL population was used to evaluate the influence of TaLox-B3a gene on Lox activity. Results showed that TaLox-B3a gene could significantly increase the Lox activity in bread wheat. Physical mapping indicated that both TaLox-B2 and TaLox-B3 genes were located on chromosome 4BS in bread wheat. This study provides useful information to further understand the molecular and genetic bases of Lox activity in bread wheat.
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Affiliation(s)
- Fuyan Zhang
- Collaborative Innovation Center of Henan Grain Crops, Zhengzhou, 450002, China,
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12
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Li DA, Walker E, Francki MG. Identification of a member of the catalase multigene family on wheat chromosome 7A associated with flour b* colour and biological significance of allelic variation. Mol Genet Genomics 2015; 290:2313-24. [PMID: 26134858 DOI: 10.1007/s00438-015-1083-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Accepted: 06/17/2015] [Indexed: 12/26/2022]
Abstract
Carotenoids (especially lutein) are known to be the pigment source for flour b* colour in bread wheat. Flour b* colour variation is controlled by a quantitative trait locus (QTL) on wheat chromosome 7AL and one gene from the carotenoid pathway, phytoene synthase, was functionally associated with the QTL on 7AL in some, but not all, wheat genotypes. A SNP marker within a sequence similar to catalase (Cat3-A1snp) derived from full-length (FL) cDNA (AK332460), however, was consistently associated with the QTL on 7AL and implicated in regulating hydrogen peroxide (H2O2) to control carotenoid accumulation affecting flour b* colour. The number of catalase genes on chromosome 7AL was investigated in this study to identify which gene may be implicated in flour b* variation and two were identified through interrogation of the draft wheat genome survey sequence consisting of five exons and a further two members having eight exons identified through comparative analysis with the single catalase gene on rice chromosome 6, PCR amplification and sequencing. It was evident that the catalase genes on chromosome 7A had duplicated and diverged during evolution relative to its counterpart on rice chromosome 6. The detection of transcripts in seeds, the co-location with Cat3-A1snp marker and maximised alignment of FL-cDNA (AK332460) with cognate genomic sequence indicated that TaCat3-A1 was the member of the catalase gene family associated with flour b* colour variation. Re-sequencing identified three alleles from three wheat varieties, TaCat3-A1a, TaCat3-A1b and TaCat3-A1c, and their predicted protein identified differences in peroxisomal targeting signal tri-peptide domain in the carboxyl terminal end providing new insights into their potential role in regulating cellular H2O2 that contribute to flour b* colour variation.
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Affiliation(s)
- Dora A Li
- Department of Agriculture and Food Western Australia, 3 Baron Hay Ct, South Perth, WA, 6152, Australia.,State Agricultural Biotechnology Centre, Murdoch University, 90 South St, Murdoch, WA, 6150, Australia
| | - Esther Walker
- Department of Agriculture and Food Western Australia, 3 Baron Hay Ct, South Perth, WA, 6152, Australia.,State Agricultural Biotechnology Centre, Murdoch University, 90 South St, Murdoch, WA, 6150, Australia
| | - Michael G Francki
- Department of Agriculture and Food Western Australia, 3 Baron Hay Ct, South Perth, WA, 6152, Australia. .,State Agricultural Biotechnology Centre, Murdoch University, 90 South St, Murdoch, WA, 6150, Australia.
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Moehring J, Williams ER, Piepho HP. Efficiency of augmented p-rep designs in multi-environmental trials. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2014; 127:1049-60. [PMID: 24553963 DOI: 10.1007/s00122-014-2278-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2013] [Accepted: 01/26/2014] [Indexed: 05/11/2023]
Abstract
The paper shows that unreplicated designs in multi-environmental trials are most efficient. If replication per environment is needed then augmented p-rep designs outperform augmented and replicated designs in triticale and maize. In plant breeding, augmented designs with unreplicated entries are frequently used for early generation testing. With limited amount of seed, this design allows to use a maximum number of environments in multi-environmental trials (METs). Check plots enable the estimation of block effects, error variances and a connection of otherwise unconnected trials in METs. Cullis et al. (J Agri Biol Environ Stat 11:381-393, 2006) propose to replace check plots from a grid-plot design by plots of replicated entries leading to partially replicated (p-rep) designs. Williams et al. (Biom J 53:19-27, 2011) apply this idea to augmented designs (augmented p-rep designs). While p-rep designs are increasingly used in METs, a comparison of the efficiency of augmented p-rep designs and augmented designs in the range between replicated and unreplicated designs in METs is lacking. We simulated genetic effects and allocated them according to these four designs to plot yields of a triticale and a maize uniformity trial. The designs varied in the number of environments, but have a fixed number of entries and total plots. The error model and the assumption of fixed or random entry effects were varied in simulations. We extended our simulation for the triticale data by including correlated entry effects which are common in genomic selection. Results show an advantage of unreplicated and augmented p-rep designs and a preference for using random entry effects, especially in case of correlated effects reflecting relationships among entries. Spatial error models had minor advantages compared to purely randomization-based models.
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Affiliation(s)
- Jens Moehring
- Institute for Crop Science, Bioinformatics Unit, University of Hohenheim, Stuttgart, Germany
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Jayatilake DV, Tucker EJ, Bariana H, Kuchel H, Edwards J, McKay AC, Chalmers K, Mather DE. Genetic mapping and marker development for resistance of wheat against the root lesion nematode Pratylenchus neglectus. BMC PLANT BIOLOGY 2013; 13:230. [PMID: 24377498 PMCID: PMC3923441 DOI: 10.1186/1471-2229-13-230] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2013] [Accepted: 12/23/2013] [Indexed: 05/20/2023]
Abstract
BACKGROUND The Rlnn1 locus, which resides on chromosome 7A of bread wheat (Triticum aestivum L.) confers moderate resistance against the root lesion nematode Pratylenchus neglectus. Prior to this research, the exact linkage relationships of Rlnn1 with other loci on chromosome 7A were not clear and there were no simple codominant markers available for selection of Rlnn1 in wheat breeding. The objectives of the research reported here were to (1) develop an improved genetic map of the Rlnn1 region of chromosome 7A and (2) develop molecular markers that could be used in marker-assisted selection to improve resistance of wheat against P. neglectus. RESULTS A large-effect quantitative trait locus (QTL) for resistance against P. neglectus was genetically mapped using a population of Excalibur/Kukri doubled haploid lines. This QTL coincides in position with the rust resistance gene(s) Lr20/Sr15, the phytoene synthase gene Psy-A1 and 10 molecular markers, including five new markers designed using wheat-rice comparative genomics and wheat expressed sequence tags. Two of the new markers are suitable for use as molecular diagnostic tools to distinguish plants that carry Rlnn1 and Lr20/Sr15 from those that do not carry these resistance genes. CONCLUSIONS The genomic location of Rlnn1 was confirmed to be in the terminal region of the long arm of chromosome 7A. Molecular markers were developed that provide simple alternatives to costly phenotypic assessment of resistance against P. neglectus in wheat breeding. In Excalibur, genetic recombination seems to be completely suppressed in the Rlnn1 region.
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Affiliation(s)
- Dimanthi V Jayatilake
- School of Agriculture, Food and Wine, Waite Research Institute, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia
| | - Elise J Tucker
- School of Agriculture, Food and Wine, Waite Research Institute, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia
- Australian Centre for Plant Functional Genomics, Waite Research Institute, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia
| | - Harbans Bariana
- The University of Sydney Plant Breeding Institute – Cobbitty, PMB 4011, Narellan, NSW 2567, Australia
| | - Haydn Kuchel
- School of Agriculture, Food and Wine, Waite Research Institute, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia
- Australian Grain Technologies, PMB 1, Glen Osmond, SA 5064, Australia
| | - James Edwards
- School of Agriculture, Food and Wine, Waite Research Institute, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia
- Australian Centre for Plant Functional Genomics, Waite Research Institute, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia
- Australian Grain Technologies, PMB 1, Glen Osmond, SA 5064, Australia
| | - Alan C McKay
- South Australian Research and Development Institute, Plant Research Centre, 2b Hartley Grove, Urrbrae, SA 5064, Australia
| | - Ken Chalmers
- School of Agriculture, Food and Wine, Waite Research Institute, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia
- Australian Centre for Plant Functional Genomics, Waite Research Institute, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia
| | - Diane E Mather
- School of Agriculture, Food and Wine, Waite Research Institute, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia
- Australian Centre for Plant Functional Genomics, Waite Research Institute, The University of Adelaide, PMB 1, Glen Osmond, SA 5064, Australia
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Crawford AC, Francki MG. Chromosomal location of wheat genes of the carotenoid biosynthetic pathway and evidence for a catalase gene on chromosome 7A functionally associated with flour b* colour variation. Mol Genet Genomics 2013; 288:483-93. [PMID: 23832668 DOI: 10.1007/s00438-013-0767-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2013] [Accepted: 06/26/2013] [Indexed: 12/25/2022]
Abstract
Knowledge of molecular and genetic mechanisms controlling wheat grain quality characteristics is significant for improving flour for end-product functionality. Flour b* colour is an important quality trait for breeding wheat varieties to produce grain for specific market requirements. The degree of flour yellowness is due to the accumulation of carotenoids in grain, particularly lutein. Flour b* is under polygenic control and quantitative trait loci (QTL) have frequently been reported on chromosome 7AL. Analysis of carotenoid genes showed that phytoene synthase (PSY) co-located to the QTL on 7AL but other genes at this locus are also thought to contribute flour b* colour variation. This study used the wheat genome survey sequence and identified the chromosomal location of all wheat carotenoid genes, but none other than PSY were located on 7AL and, therefore, other genes may control flour b* colour variation including oxidative genes that degrade carotenoids. An investigation of EST bin mapped to 7AL identified a gene encoding a catalase enzyme (Cat3-A1) that was phylogenetically related to other plant class III enzymes, co-located to the QTL for flour b* colour variation on 7AL in three mapping populations and expressed during seed development. Therefore, Cat3-A1 was functionally associated with flour b* colour variation. Catalase acts upon hydrogen peroxide as a substrate and it was postulated that Cat3-A1 alleles control varying degrees of bleaching action on lutein in developing wheat grain. Markers for Cat3-A1 developed in this study can be used in conjunction with other candidate gene markers including phytoene synthase and lycopene-ε-cylase to develop a molecular signature for selecting lines with specific flour b* colour values in wheat breeding.
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Affiliation(s)
- Allison C Crawford
- Department of Agriculture and Food Western Australia, 3 Baron Hay Ct, South Perth, WA, 6151, Australia
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Shumskaya M, Bradbury LM, Monaco RR, Wurtzel ET. Plastid localization of the key carotenoid enzyme phytoene synthase is altered by isozyme, allelic variation, and activity. THE PLANT CELL 2012; 24:3725-41. [PMID: 23023170 PMCID: PMC3480298 DOI: 10.1105/tpc.112.104174] [Citation(s) in RCA: 104] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2012] [Revised: 08/16/2012] [Accepted: 09/05/2012] [Indexed: 05/18/2023]
Abstract
Plant carotenoids have unique physiological roles related to specific plastid suborganellar locations. Carotenoid metabolic engineering could enhance plant adaptation to climate change and improve food security and nutritional value. However, lack of fundamental knowledge on carotenoid pathway localization limits targeted engineering. Phytoene synthase (PSY), a major rate-controlling carotenoid enzyme, is represented by multiple isozymes residing at unknown plastid sites. In maize (Zea mays), the three isozymes were transiently expressed and found either in plastoglobuli or in stroma and thylakoid membranes. PSY1, with one to two residue modifications of naturally occurring functional variants, exhibited altered localization, associated with distorted plastid shape and formation of a fibril phenotype. Mutating the active site of the enzyme reversed this phenotype. Discovery of differential PSY locations, linked with activity and isozyme type, advances the engineering potential for modifying carotenoid biosynthesis.
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Affiliation(s)
- Maria Shumskaya
- Department of Biological Sciences, Lehman College, City University of New York, Bronx, New York, 10468
| | - Louis M.T. Bradbury
- Department of Biological Sciences, Lehman College, City University of New York, Bronx, New York, 10468
| | - Regina R. Monaco
- Department of Biological Sciences, Lehman College, City University of New York, Bronx, New York, 10468
| | - Eleanore T. Wurtzel
- Department of Biological Sciences, Lehman College, City University of New York, Bronx, New York, 10468
- Graduate School and University Center, City University of New York, New York, New York 10016-4309
- Address correspondence to
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Kaur S, Francki MG, Forster JW. Identification, characterization and interpretation of single-nucleotide sequence variation in allopolyploid crop species. PLANT BIOTECHNOLOGY JOURNAL 2012; 10:125-38. [PMID: 21831136 DOI: 10.1111/j.1467-7652.2011.00644.x] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
An understanding of nature and extent of nucleotide sequence variation is required for programmes of discovery and characterization of single nucleotide polymorphisms (SNPs), which provide the most versatile class of molecular genetic marker. A majority of higher plant species are polyploids, and allopolyploidy, because of hybrid formation between closely related taxa, is very common. Mutational variation may arise both between allelic (homologous) sequences within individual subgenomes and between homoeologous sequences among subgenomes, in addition to paralogous variation between duplicated gene copies. Successful SNP validation in allopolyploids depends on differentiation of the sequence variation classes. A number of biological factors influence the feasibility of discrimination, including degree of gene family complexity, inbreeding or outbreeding reproductive habit, and the level of knowledge concerning progenitor diploid species. In addition, developments in high-throughput DNA sequencing and associated computational analysis provide general solutions for the genetic analysis of allopolyploids. These issues are explored in the context of experience from a range of allopolyploid species, representing grain (wheat and canola), forage (pasture legumes and grasses), and horticultural (strawberry) crop. Following SNP discovery, detection in routine genotyping applications also presents challenges for allopolyploids. Strategies based on either design of subgenome-specific SNP assays through homoeolocus-targeted polymerase chain reaction (PCR) amplification, or detection of incremental changes in nucleotide variant dosage, are described.
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Affiliation(s)
- Sukhjiwan Kaur
- Department of Primary Industries, Biosciences Research Division, Victorian AgriBiosciences Centre, La Trobe University Research and Development Park, Bundoora, Victoria, Australia
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