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Colleoni PE, van Es SW, Winkelmolen T, Immink RGH, van Esse GW. Flowering time genes branching out. JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:4195-4209. [PMID: 38470076 PMCID: PMC11263490 DOI: 10.1093/jxb/erae112] [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: 11/29/2023] [Accepted: 03/11/2024] [Indexed: 03/13/2024]
Abstract
Plants are sessile by nature, and as such they have evolved to sense changes in seasonality and their surrounding environment, and adapt to these changes. One prime example of this is the regulation of flowering time in angiosperms, which is precisely timed by the coordinated action of two proteins: FLOWERING LOCUS T (FT) and TERMINAL FLOWER 1 (TFL1). Both of these regulators are members of the PHOSPHATIDYLETHANOLAMINE BINDING PROTEIN (PEBP) family of proteins. These regulatory proteins do not interact with DNA themselves, but instead interact with transcriptional regulators, such as FLOWERING LOCUS D (FD). FT and TFL1 were initially identified as key regulators of flowering time, acting through binding with FD; however, PEBP family members are also involved in shaping plant architecture and development. In addition, PEBPs can interact with TCP transcriptional regulators, such as TEOSINTE BRANCHED 1 (TB1), a well-known regulator of plant architecture, and key domestication-related genes in many crops. Here, we review the role of PEBPs in flowering time, plant architecture, and development. As these are also key yield-related traits, we highlight examples from the model plant Arabidopsis as well as important food and feed crops such as, rice, barley, wheat, tomato, and potato.
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Affiliation(s)
- Pierangela E Colleoni
- Laboratory of Molecular Biology, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
| | - Sam W van Es
- Laboratory of Molecular Biology, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
- Bioscience, Wageningen Plant Research, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
| | - Ton Winkelmolen
- Laboratory of Molecular Biology, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
| | - Richard G H Immink
- Laboratory of Molecular Biology, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
- Bioscience, Wageningen Plant Research, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
| | - G Wilma van Esse
- Laboratory of Molecular Biology, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
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2
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Dwivedi SL, Heslop-Harrison P, Amas J, Ortiz R, Edwards D. Epistasis and pleiotropy-induced variation for plant breeding. PLANT BIOTECHNOLOGY JOURNAL 2024. [PMID: 38875130 DOI: 10.1111/pbi.14405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Revised: 05/07/2024] [Accepted: 05/24/2024] [Indexed: 06/16/2024]
Abstract
Epistasis refers to nonallelic interaction between genes that cause bias in estimates of genetic parameters for a phenotype with interactions of two or more genes affecting the same trait. Partitioning of epistatic effects allows true estimation of the genetic parameters affecting phenotypes. Multigenic variation plays a central role in the evolution of complex characteristics, among which pleiotropy, where a single gene affects several phenotypic characters, has a large influence. While pleiotropic interactions provide functional specificity, they increase the challenge of gene discovery and functional analysis. Overcoming pleiotropy-based phenotypic trade-offs offers potential for assisting breeding for complex traits. Modelling higher order nonallelic epistatic interaction, pleiotropy and non-pleiotropy-induced variation, and genotype × environment interaction in genomic selection may provide new paths to increase the productivity and stress tolerance for next generation of crop cultivars. Advances in statistical models, software and algorithm developments, and genomic research have facilitated dissecting the nature and extent of pleiotropy and epistasis. We overview emerging approaches to exploit positive (and avoid negative) epistatic and pleiotropic interactions in a plant breeding context, including developing avenues of artificial intelligence, novel exploitation of large-scale genomics and phenomics data, and involvement of genes with minor effects to analyse epistatic interactions and pleiotropic quantitative trait loci, including missing heritability.
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Affiliation(s)
| | - Pat Heslop-Harrison
- Key Laboratory of Plant Resources Conservation and Sustainable Utilization, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, China
- Department of Genetics and Genome Biology, Institute for Environmental Futures, University of Leicester, Leicester, UK
| | - Junrey Amas
- Centre for Applied Bioinformatics, School of Biological Sciences, University of Western Australia, Perth, WA, Australia
| | - Rodomiro Ortiz
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - David Edwards
- Centre for Applied Bioinformatics, School of Biological Sciences, University of Western Australia, Perth, WA, Australia
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3
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Qin D, Liu G, Liu R, Wang C, Xu F, Xu Q, Ling Y, Dong G, Peng Y, Ge S, Guo G, Dong J, Li C. Positional cloning identified HvTUBULIN8 as the candidate gene for round lateral spikelet (RLS) in barley (Hordeum vulgare L.). TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2023; 136:7. [PMID: 36656367 PMCID: PMC9852219 DOI: 10.1007/s00122-023-04272-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 11/10/2022] [Indexed: 06/17/2023]
Abstract
Map-based cloning, subcellular localization, virus-induced-gene-silencing and transcriptomic analysis reveal HvTUB8 as a candidate gene with pleiotropic effects on barley spike and leaf development via ethylene and chlorophyll metabolism. Barley lateral spikelet morphology and grain shape play key roles in grain physical quality and yield. Several genes and QTLs for these traits have been cloned or fine mapped previously. Here, we report the phenotypic and genotypic analysis of a barley mutant with round lateral spikelet (rls) from cv. Edamai 934. rls had round lateral spikelet, short but round grain, shortened awn, thick glume and dark green leaves. Histocytologic and ultrastructural analysis revealed that the difference of grain shape of rls was caused by change of cell arrangement in glume, and the dark leaf color resulted from enlarged chloroplast. HvTUBULIN8 (HvTUB8) was identified as the candidate gene for rls by combination of RNA-Seq, map-based-cloning, virus-induced-gene-silencing (VIGS) and protein subcellular location. A single G-A substitution at the third exon of HvTUB8 resulted in change of Cysteine 354 to tyrosine. Furthermore, the mutant isoform Hvtub8 could be detected in both nucleus and cytoplasm, whereas the wild-type protein was only in cytoplasm and granular organelles of wheat protoplasts. Being consistent with the rare phenotype, the "A" allele of HvTUB8 was only detected in rls, but not in a worldwide barley germplasm panel with 400 accessions. VIGS confirmed that HvTUB8 was essential to maintain spike integrity. RNA-Seq results suggested that HvTUB8 may control spike morphogenesis via ethylene homeostasis and signaling, and control leaf color through chlorophyll metabolism. Collectively, our results support HvTUB8 as a candidate gene for barley spike and leaf morphology and provide insight of a novel mechanism of it in barley development.
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Affiliation(s)
- Dandan Qin
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Wuhan, 430064, Hubei, China
- Key Laboratory for Crop Molecular, Breeding of Ministry of Agriculture and Rural Affairs, Wuhan, 430064, Hubei, China
| | - Gang Liu
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Wuhan, 430064, Hubei, China
- Key Laboratory for Crop Molecular, Breeding of Ministry of Agriculture and Rural Affairs, Wuhan, 430064, Hubei, China
| | - Rui Liu
- Wuhan Polytechnic University, Wuhan, 430023, Hubei, China
| | - Chunchao Wang
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Fuchao Xu
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Wuhan, 430064, Hubei, China
- Key Laboratory for Crop Molecular, Breeding of Ministry of Agriculture and Rural Affairs, Wuhan, 430064, Hubei, China
| | - Qing Xu
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Wuhan, 430064, Hubei, China
- Key Laboratory for Crop Molecular, Breeding of Ministry of Agriculture and Rural Affairs, Wuhan, 430064, Hubei, China
| | - Yu Ling
- College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, Guangdong, China
| | - Guoqing Dong
- Wuhan Polytechnic University, Wuhan, 430023, Hubei, China
| | - Yanchun Peng
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Wuhan, 430064, Hubei, China
- Key Laboratory for Crop Molecular, Breeding of Ministry of Agriculture and Rural Affairs, Wuhan, 430064, Hubei, China
| | - Shuangtao Ge
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Wuhan, 430064, Hubei, China
- Key Laboratory for Crop Molecular, Breeding of Ministry of Agriculture and Rural Affairs, Wuhan, 430064, Hubei, China
| | - Ganggang Guo
- Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Jing Dong
- Institute of Food Crops, Hubei Academy of Agricultural Sciences, Wuhan, 430064, Hubei, China
- Key Laboratory for Crop Molecular, Breeding of Ministry of Agriculture and Rural Affairs, Wuhan, 430064, Hubei, China
| | - Chengdao Li
- Western Crop Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Western Australia, WA, 6150, Australia.
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Bretani G, Shaaf S, Tondelli A, Cattivelli L, Delbono S, Waugh R, Thomas W, Russell J, Bull H, Igartua E, Casas AM, Gracia P, Rossi R, Schulman AH, Rossini L. Multi-environment genome -wide association mapping of culm morphology traits in barley. FRONTIERS IN PLANT SCIENCE 2022; 13:926277. [PMID: 36212331 PMCID: PMC9539552 DOI: 10.3389/fpls.2022.926277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 07/28/2022] [Indexed: 06/16/2023]
Abstract
In cereals with hollow internodes, lodging resistance is influenced by morphological characteristics such as internode diameter and culm wall thickness. Despite their relevance, knowledge of the genetic control of these traits and their relationship with lodging is lacking in temperate cereals such as barley. To fill this gap, we developed an image analysis-based protocol to accurately phenotype culm diameters and culm wall thickness across 261 barley accessions. Analysis of culm trait data collected from field trials in seven different environments revealed high heritability values (>50%) for most traits except thickness and stiffness, as well as genotype-by-environment interactions. The collection was structured mainly according to row-type, which had a confounding effect on culm traits as evidenced by phenotypic correlations. Within both row-type subsets, outer diameter and section modulus showed significant negative correlations with lodging (<-0.52 and <-0.45, respectively), but no correlation with plant height, indicating the possibility of improving lodging resistance independent of plant height. Using 50k iSelect SNP genotyping data, we conducted multi-environment genome-wide association studies using mixed model approach across the whole panel and row-type subsets: we identified a total of 192 quantitative trait loci (QTLs) for the studied traits, including subpopulation-specific QTLs and 21 main effect loci for culm diameter and/or section modulus showing effects on lodging without impacting plant height. Providing insights into the genetic architecture of culm morphology in barley and the possible role of candidate genes involved in hormone and cell wall-related pathways, this work supports the potential of loci underpinning culm features to improve lodging resistance and increase barley yield stability under changing environments.
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Affiliation(s)
- Gianluca Bretani
- Department of Agricultural and Environmental Sciences - Production, Landscape, Agroenergy, Università degli Studi di Milano, Milan, Italy
| | - Salar Shaaf
- Department of Agricultural and Environmental Sciences - Production, Landscape, Agroenergy, Università degli Studi di Milano, Milan, Italy
| | - Alessandro Tondelli
- Council for Agricultural Research and Economics, Research Centre for Genomics and Bioinformatics, Fiorenzuola d’Arda, Italy
| | - Luigi Cattivelli
- Council for Agricultural Research and Economics, Research Centre for Genomics and Bioinformatics, Fiorenzuola d’Arda, Italy
| | - Stefano Delbono
- Council for Agricultural Research and Economics, Research Centre for Genomics and Bioinformatics, Fiorenzuola d’Arda, Italy
| | - Robbie Waugh
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
| | - William Thomas
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
| | - Joanne Russell
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
| | - Hazel Bull
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
| | - Ernesto Igartua
- Aula Dei Experimental Station (EEAD-CSIC), Spanish Research Council, Zaragoza, Spain
| | - Ana M. Casas
- Aula Dei Experimental Station (EEAD-CSIC), Spanish Research Council, Zaragoza, Spain
| | - Pilar Gracia
- Aula Dei Experimental Station (EEAD-CSIC), Spanish Research Council, Zaragoza, Spain
| | - Roberta Rossi
- Department of Agricultural and Environmental Sciences - Production, Landscape, Agroenergy, Università degli Studi di Milano, Milan, Italy
| | - Alan H. Schulman
- Viikki Plant Sciences Centre, Natural Resources Institue (LUKE), HiLIFE Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Laura Rossini
- Department of Agricultural and Environmental Sciences - Production, Landscape, Agroenergy, Università degli Studi di Milano, Milan, Italy
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5
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de Souza Moraes T, van Es SW, Hernández-Pinzón I, Kirschner GK, van der Wal F, da Silveira SR, Busscher-Lange J, Angenent GC, Moscou M, Immink RGH, van Esse GW. The TCP transcription factor HvTB2 heterodimerizes with VRS5 and controls spike architecture in barley. PLANT REPRODUCTION 2022; 35:205-220. [PMID: 35254529 PMCID: PMC9352630 DOI: 10.1007/s00497-022-00441-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 02/22/2022] [Indexed: 06/14/2023]
Abstract
Understanding the molecular network, including protein-protein interactions, of VRS5 provide new routes towards the identification of other key regulators of plant architecture in barley. The TCP transcriptional regulator TEOSINTE BRANCHED 1 (TB1) is a key regulator of plant architecture. In barley, an important cereal crop, HvTB1 (also referred to as VULGARE SIX-ROWED spike (VRS) 5), inhibits the outgrowth of side shoots, or tillers, and grains. Despite its key role in barley development, there is limited knowledge on the molecular network that is utilized by VRS5. In this work, we performed protein-protein interaction studies of VRS5. Our analysis shows that VRS5 potentially interacts with a diverse set of proteins, including other class II TCP's, NF-Y TF, but also chromatin remodelers. Zooming in on the interaction capacity of VRS5 with other TCP TFs shows that VRS5 preferably interacts with other class II TCP TFs in the TB1 clade. Induced mutagenesis through CRISPR-Cas of one of the putative VRS5 interactors, HvTB2 (also referred to as COMPOSITUM 1 and BRANCHED AND INDETERMINATE SPIKELET 1), resulted in plants that have lost their characteristic unbranched spike architecture. More specifically, hvtb2 mutants exhibited branches arising at the main spike, suggesting that HvTB2 acts as inhibitor of branching. Our protein-protein interaction studies of VRS5 resulted in the identification of HvTB2 as putative interactor of VRS5, another key regulator of spike architecture in barley. The study presented here provides a first step to underpin the protein-protein interactome of VRS5 and to identify other, yet unknown, key regulators of barley plant architecture.
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Affiliation(s)
- Tatiana de Souza Moraes
- Cluster of Plant Developmental Biology, Laboratory of Molecular Biology, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
- Bioscience, Wageningen Plant Research, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
- Laboratório de Biotecnologia Vegetal, Centro de Energia Nuclear na Agricultura, Universidade de São Paulo, Piracicaba, SP, CEP 13416-000, Brazil
| | - Sam W van Es
- Cluster of Plant Developmental Biology, Laboratory of Molecular Biology, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
- Bioscience, Wageningen Plant Research, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
| | | | - Gwendolyn K Kirschner
- Institute of Crop Functional Genomics, Rheinische Friedrich-Wilhelms-Universität, Bonn, Germany
| | - Froukje van der Wal
- Bioscience, Wageningen Plant Research, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
| | - Sylvia Rodrigues da Silveira
- Cluster of Plant Developmental Biology, Laboratory of Molecular Biology, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
- Bioscience, Wageningen Plant Research, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
- Laboratório de Biotecnologia Vegetal, Centro de Energia Nuclear na Agricultura, Universidade de São Paulo, Piracicaba, SP, CEP 13416-000, Brazil
| | - Jacqueline Busscher-Lange
- Bioscience, Wageningen Plant Research, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
| | - Gerco C Angenent
- Cluster of Plant Developmental Biology, Laboratory of Molecular Biology, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
- Bioscience, Wageningen Plant Research, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands
| | - Matthew Moscou
- The Sainsbury Laboratory, Norwich Research Park, Norwich, NR4 7UH, UK
| | - Richard G H Immink
- Cluster of Plant Developmental Biology, Laboratory of Molecular Biology, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands.
- Bioscience, Wageningen Plant Research, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands.
| | - G Wilma van Esse
- Cluster of Plant Developmental Biology, Laboratory of Molecular Biology, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands.
- Bioscience, Wageningen Plant Research, Wageningen University and Research, 6708 PB, Wageningen, The Netherlands.
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6
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Hudzenko VM, Polishchuk TP, Lysenko AA, Fedorenko IV, Fedorenko MV, Khudolii LV, Ishchenko VA, Kozelets HM, Babenko AI, Tanchyk SP, Mandrovska SM. Elucidation of gene action and combining ability for productive tillering in spring barley. REGULATORY MECHANISMS IN BIOSYSTEMS 2022. [DOI: 10.15421/022225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
The purpose of the present study is to identify breeding and genetic peculiarities for productive tillering in spring barley genotypes of different origin, purposes of usage and botanical affiliation, as well as to identify effective genetic sources to further improving of the trait. There were created two complete (6 × 6) diallel crossing schemes. Into the Scheme I elite Ukrainian (MIP Tytul and Avhur) and Western European (Datcha, Quench, Gladys, and Beatrix) malting spring barley varieties were involved. Scheme II included awnless covered barley varieties Kozyr and Vitrazh bred at the Plant Production Institute named after V. Y. Yuriev of NAAS of Ukraine, naked barley varieties Condor and CDC Rattan from Canada, as well as awned feed barley variety MIP Myroslav created at MIW and malting barley variety Sebastian from Denmark. For more reliable and informative characterization of barley varieties and their progeny for productive tillering in terms of inheritance, parameters of genetic variation and general combining ability (GCA) statistical analyses of experimental data from different (2019 and 2020) growing seasons were conducted. Accordingly to the indicator of phenotypic dominance all possible modes of inheritance were detected, except for negative dominance in the Scheme I in 2020. The degree of phenotypic dominance significantly varied depending on both varieties involved in crossing schemes and conditions of the years of trials. There was overdominance in loci in both schemes in both years. The other parameters of genetic variation showed significant differences in gene action for productive tillering between crossing Schemes. In Scheme I in both years the dominance was mainly unidirectional and due to dominant effects. In the Scheme II in both years there was multidirectional dominance. In Scheme I compliance with the additive-dominant system was revealed in 2019, but in 2020 there was a strong epistasis. In Scheme II in both years non-allelic interaction was identified. In general, the mode of gene action showed a very complex gene action for productive tillering in barley and a significant role of non-genetic factors in phenotypic manifestation of the trait. Despite this, the level of heritability in the narrow sense in both Schemes pointed to the possibility of the successful selection of individuals with genetically determined increased productive tillering in the splitting generations. In Scheme I the final selection for productive tillering will be more effective in later generations, when dominant alleles become homozygous. In Scheme II it is theoretically possible to select plants with high productive tillering on both recessive and dominant basis. In both schemes the non-allelic interaction should be taken into consideration. Spring barley varieties Beatrix, Datcha, MIP Myroslav and Kozyr can be used as effective genetic sources for involvement in crossings aimed at improving the productive tillering. The results of present study contribute to further development of studies devoted to evaluation of gene action for yield-related traits in spring barley, as well as identification of new genetic sources for plant improvement.
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7
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Wang H, Seiler C, Sreenivasulu N, von Wirén N, Kuhlmann M. INTERMEDIUM-C mediates the shade-induced bud growth arrest in barley. JOURNAL OF EXPERIMENTAL BOTANY 2022; 73:1963-1977. [PMID: 34894212 PMCID: PMC8982414 DOI: 10.1093/jxb/erab542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 12/09/2021] [Indexed: 06/14/2023]
Abstract
Tiller formation is a key agronomic determinant for grain yield in cereal crops. The modulation of this trait is controlled by transcriptional regulators and plant hormones, tightly regulated by external environmental conditions. While endogenous (genetic) and exogenous (environmental factors) triggers for tiller formation have mostly been investigated separately, it has remained elusive how they are integrated into the developmental program of this trait. The transcription factor gene INTERMEDIUM-C (INT-C), which is the barley ortholog of the maize domestication gene TEOSINTE BRANCHED1 (TB1), has a prominent role in regulating tiller bud outgrowth. Here we show that INT-C is expressed in tiller buds, required for bud growth arrest in response to shade. In contrast to wild-type plants, int-c mutant plants are impaired in their shade response and do not stop tiller production after shading. Gene expression levels of INT-C are up-regulated under light-limiting growth conditions, and down-regulated after decapitation. Transcriptome analysis of wild-type and int-c buds under control and shading conditions identified target genes of INT-C that belong to auxin and gibberellin biosynthesis and signaling pathways. Our study identifies INT-C as an integrator of the shade response into tiller formation, which is prerequisite for implementing shading responses in the breeding of cereal crops.
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Affiliation(s)
- Hongwen Wang
- Department of Physiology and Cell Biology, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK)Gatersleben, Corrensstrasse 3, D-06466 Stadt Seeland, Germany
| | - Christiane Seiler
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK)Gatersleben, Corrensstrasse 3, D-06466 Stadt Seeland, Germany
| | - Nese Sreenivasulu
- International Rice Research Institute (IRRI), Grain Quality and Nutrition Center, Metro Manila, Philippines
| | - Nicolaus von Wirén
- Department of Physiology and Cell Biology, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK)Gatersleben, Corrensstrasse 3, D-06466 Stadt Seeland, Germany
| | - Markus Kuhlmann
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK)Gatersleben, Corrensstrasse 3, D-06466 Stadt Seeland, Germany
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8
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Bai Y, Zhao X, Yao X, Yao Y, An L, Li X, Wang Y, Gao X, Jia Y, Guan L, Li M, Wu K, Wang Z. Genome wide association study of plant height and tiller number in hulless barley. PLoS One 2021; 16:e0260723. [PMID: 34855842 PMCID: PMC8639095 DOI: 10.1371/journal.pone.0260723] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 11/15/2021] [Indexed: 11/18/2022] Open
Abstract
Hulless barley (Hordeum vulgare L. var. nudum), also called naked barley, is a unique variety of cultivated barley. The genome-wide specific length amplified fragment sequencing (SLAF-seq) method is a rapid deep sequencing technology that is used for the selection and identification of genetic loci or markers. In this study, we collected 300 hulless barley accessions and used the SLAF-seq method to identify candidate genes involved in plant height (PH) and tiller number (TN). We obtained a total of 1407 M paired-end reads, and 228,227 SLAF tags were developed. After filtering using an integrity threshold of >0.8 and a minor allele frequency of >0.05, 14,504,892 single-nucleotide polymorphisms (SNP) loci were screened out. The remaining SNPs were used for the construction of a neighbour-joining phylogenetic tree, and the three subcluster members showed no obvious differentiation among regional varieties. We used a genome wide association study approach to identify 1006 and 113 SNPs associated with TN and PH, respectively. Based on best linear unbiased predictors (BLUP), 41 and 29 SNPs associated with TN and PH, respectively. Thus, several of genes, including Hd3a and CKX5, may be useful candidates for the future genetic breeding of hulless barley. Taken together, our results provide insight into the molecular mechanisms controlling barley architecture, which is important for breeding and yield.
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Affiliation(s)
- Yixiong Bai
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi, China
- Qinghai University, Qinghai Academy of Agricultural and Forestry Sciences, Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining, Qinghai Province, China
| | - Xiaohong Zhao
- Qinghai University, Qinghai Academy of Agricultural and Forestry Sciences, Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining, Qinghai Province, China
- Good Agricultural Practices Research Center of Traditional, Chongqing Institute of Medicinal Plant Cultivation, Chongqing, China
| | - Xiaohua Yao
- Qinghai University, Qinghai Academy of Agricultural and Forestry Sciences, Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining, Qinghai Province, China
| | - Youhua Yao
- Qinghai University, Qinghai Academy of Agricultural and Forestry Sciences, Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining, Qinghai Province, China
| | - Likun An
- Qinghai University, Qinghai Academy of Agricultural and Forestry Sciences, Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining, Qinghai Province, China
| | - Xin Li
- Qinghai University, Qinghai Academy of Agricultural and Forestry Sciences, Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining, Qinghai Province, China
| | - Yong Wang
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi, China
| | - Xin Gao
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi, China
| | - Yatao Jia
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi, China
| | - Lulu Guan
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi, China
| | - Man Li
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi, China
| | - Kunlun Wu
- Qinghai University, Qinghai Academy of Agricultural and Forestry Sciences, Qinghai Key Laboratory of Hulless Barley Genetics and Breeding, Xining, Qinghai Province, China
- * E-mail: (KW); (ZW)
| | - Zhonghua Wang
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, Shaanxi, China
- * E-mail: (KW); (ZW)
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Pieper R, Tomé F, Pankin A, von Korff M. FLOWERING LOCUS T4 delays flowering and decreases floret fertility in barley. JOURNAL OF EXPERIMENTAL BOTANY 2021; 72:107-121. [PMID: 33048122 PMCID: PMC7816854 DOI: 10.1093/jxb/eraa466] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 10/07/2020] [Indexed: 05/04/2023]
Abstract
FLOWERING LOCUS T-like (FT-like) genes control the photoperiodic regulation of flowering in many angiosperm plants. The family of FT-like genes is characterized by extensive gene duplication and subsequent diversification of FT functions which occurred independently in modern angiosperm lineages. In barley, there are 12 known FT-like genes (HvFT), but the function of most of them remains uncharacterized. This study aimed to characterize the role of HvFT4 in flowering time control and development in barley. The overexpression of HvFT4 in the spring cultivar Golden Promise delayed flowering time under long-day conditions. Microscopic dissection of the shoot apical meristem revealed that overexpression of HvFT4 specifically delayed spikelet initiation and reduced the number of spikelet primordia and grains per spike. Furthermore, ectopic overexpression of HvFT4 was associated with floret abortion and with the down-regulation of the barley MADS-box genes VRN-H1, HvBM3, and HvBM8 which promote floral development. This suggests that HvFT4 functions as a repressor of reproductive development in barley. Unraveling the genetic basis of FT-like genes can contribute to the identification of novel breeding targets to modify reproductive development and thereby spike morphology and grain yield.
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Affiliation(s)
- Rebecca Pieper
- Institute for Plant Genetics, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Max Planck Institute for Plant Breeding Research, Cologne, Germany
| | - Filipa Tomé
- Institute for Plant Genetics, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Max Planck Institute for Plant Breeding Research, Cologne, Germany
- Cluster of Excellence on Plant Sciences, ‘SMART Plants for Tomorrow’s Needs’, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Artem Pankin
- Institute for Plant Genetics, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Max Planck Institute for Plant Breeding Research, Cologne, Germany
- Cluster of Excellence on Plant Sciences, ‘SMART Plants for Tomorrow’s Needs’, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Maria von Korff
- Institute for Plant Genetics, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Max Planck Institute for Plant Breeding Research, Cologne, Germany
- Cluster of Excellence on Plant Sciences, ‘SMART Plants for Tomorrow’s Needs’, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Correspondence:
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10
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RING-Type E3 Ubiqitin Ligase Barley Genes ( HvYrg1-2) Control Characteristics of Both Vegetative Organs and Seeds as Yield Components. PLANTS 2020; 9:plants9121693. [PMID: 33276523 PMCID: PMC7761584 DOI: 10.3390/plants9121693] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 11/26/2020] [Accepted: 11/30/2020] [Indexed: 12/22/2022]
Abstract
Previously, studies on RING-type E3 ubiquitin ligases in cereals were preferentially focused on GW2 genes primarily controlling seed parameters in rice and wheat. Here we report cloning two HvYrg genes from barley that share significant homology with rice GW2 gene. In antisense genotypes efficiency of gene silencing varied between genes and transgenic lines: ASHvYrg1: 30–50% and ASHvYrg2: 20–27%. Reduced activity of both genes altered shoot system with increasing number of side shoots. Changes in leaf width, weight, or plant weight and height reached significant levels in some transgenic lines. Lowering expression of the two barley HvYrg genes caused opposite responses in spike development. Plants with ASHvYrg1 gene construct showed earlier heading time and prolonged grain-filling period, while plants from ASHvYrg2 genotype flowered in delay. Digital imaging of root development revealed that down-regulation of HvYrg1 gene variant stimulated root growth, while ASHvYrg2 plants developed reduced root system. Comparison of seed parameters indicated an increase in thousand grain weight accompanied with longer and wider seed morphology. In summary we conclude that in contrast to inhibition of GW2 genes in rice and wheat plants, down-regulation of the barely HvYrg genes caused substantial changes in vegetative organs in addition to alteration of seed parameters.
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11
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Walla A, Wilma van Esse G, Kirschner GK, Guo G, Brünje A, Finkemeier I, Simon R, von Korff M. An Acyl-CoA N-Acyltransferase Regulates Meristem Phase Change and Plant Architecture in Barley. PLANT PHYSIOLOGY 2020; 183:1088-1109. [PMID: 32376761 PMCID: PMC7333700 DOI: 10.1104/pp.20.00087] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 04/19/2020] [Indexed: 05/04/2023]
Abstract
The modification of shoot architecture and increased investment into reproductive structures is key for crop improvement and is achieved through coordinated changes in the development and determinacy of different shoot meristems. A fundamental question is how the development of different shoot meristems is genetically coordinated to optimize the balance between vegetative and reproductive organs. Here we identify the MANY NODED DWARF1 (HvMND1) gene as a major regulator of plant architecture in barley (Hordeum vulgare). The mnd1.a mutant displayed an extended vegetative program with increased phytomer, leaf, and tiller production but a reduction in the number and size of grains. The induction of vegetative structures continued even after the transition to reproductive growth, resulting in a marked increase in longevity. Using mapping by RNA sequencing, we found that the HvMND1 gene encodes an acyl-CoA N-acyltransferase that is predominately expressed in developing axillary meristems and young inflorescences. Exploration of the expression network modulated by HvMND1 revealed differential expression of the developmental microRNAs miR156 and miR172 and several key cell cycle and developmental genes. Our data suggest that HvMND1 plays a significant role in the coordinated regulation of reproductive phase transitions, thereby promoting reproductive growth and whole plant senescence in barley.
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Affiliation(s)
- Agatha Walla
- Institute of Plant Genetics, Heinrich-Heine-Universität Düsseldorf, 40225 Düsseldorf, Germany
- Department of Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, 50829 Köln, Germany
- Cluster of Excellence on Plant Sciences "SMART Plants for Tomorrow's Needs", 40225 Düsseldorf, Germany
| | - G Wilma van Esse
- Cluster of Excellence on Plant Sciences "SMART Plants for Tomorrow's Needs", 40225 Düsseldorf, Germany
- Laboratory for Molecular Biology, Wageningen University and Research, 6708 PB Wageningen, The Netherlands
| | - Gwendolyn K Kirschner
- Cluster of Excellence on Plant Sciences "SMART Plants for Tomorrow's Needs", 40225 Düsseldorf, Germany
- Institute for Developmental Genetics, Heinrich-Heine-Universität Düsseldorf, 40255 Düsseldorf, Germany
| | - Ganggang Guo
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (ICS-CAAS), Beijing 100081, China
| | - Annika Brünje
- Plant Physiology, Institute of Plant Biology and Biotechnology, University of Münster, 48149 Münster, Germany
| | - Iris Finkemeier
- Plant Physiology, Institute of Plant Biology and Biotechnology, University of Münster, 48149 Münster, Germany
| | - Rüdiger Simon
- Cluster of Excellence on Plant Sciences "SMART Plants for Tomorrow's Needs", 40225 Düsseldorf, Germany
- Institute for Developmental Genetics, Heinrich-Heine-Universität Düsseldorf, 40255 Düsseldorf, Germany
| | - Maria von Korff
- Institute of Plant Genetics, Heinrich-Heine-Universität Düsseldorf, 40225 Düsseldorf, Germany
- Department of Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, 50829 Köln, Germany
- Cluster of Excellence on Plant Sciences "SMART Plants for Tomorrow's Needs", 40225 Düsseldorf, Germany
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12
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Natural Genetic Variation Underlying Tiller Development in Barley ( Hordeum vulgare L). G3-GENES GENOMES GENETICS 2020; 10:1197-1212. [PMID: 31996357 PMCID: PMC7144072 DOI: 10.1534/g3.119.400612] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
In barley (Hordeum vulgare L.), lateral branches called tillers contribute to grain yield and define shoot architecture, but genetic control of tiller number and developmental rate are not well characterized. The primary objectives of this work were to examine relationships between tiller number and other agronomic and morphological traits and identify natural genetic variation associated with tiller number and rate, and related traits. We grew 768 lines from the USDA National Small Grain Collection in the field and collected data over two years for tiller number and rate, and agronomic and morphological traits. Our results confirmed that spike row-type and days to heading are correlated with tiller number, and as much as 28% of tiller number variance was associated with these traits. In addition, negative correlations between tiller number and leaf width and stem diameter were observed, indicating trade-offs between tiller development and other vegetative growth. Thirty-three quantitative trait loci (QTL) were associated with tiller number or rate. Of these, 40% overlapped QTL associated with days to heading and 22% overlapped QTL associated with spike row-type, further supporting that tiller development is associated with these traits. Some QTL associated with tiller number or rate, including the major QTL on chromosome 3H, were not associated with other traits, suggesting that some QTL may be directly related to rate of tiller development or axillary bud number. These results enhance our knowledge of the genetic control of tiller development in barley, which is important for optimizing tiller number and rate for yield improvement.
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13
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Sakuma S, Schnurbusch T. Of floral fortune: tinkering with the grain yield potential of cereal crops. THE NEW PHYTOLOGIST 2020; 225:1873-1882. [PMID: 31509613 DOI: 10.1111/nph.16189] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 08/28/2019] [Indexed: 05/19/2023]
Abstract
Enhancing the yield potential and stability of small-grain cereals, such as wheat (Triticum sp.), rice (Oryza sativa), and barley (Hordeum vulgare), is a priority for global food security. Over the last several decades, plant breeders have increased grain yield mainly by increasing the number of grains produced in each inflorescence. This trait is determined by the number of spikelets per spike and the number of fertile florets per spikelet. Recent genetic and genomic advances in cereal grass species have identified the molecular determinants of grain number and facilitated the exchange of information across genera. In this review, we focus on the genetic basis of inflorescence architecture in Triticeae crops, highlighting recent insights that have helped to improve grain yield by, for example, reducing the preprogrammed abortion of floral organs. The accumulating information on inflorescence development can be harnessed to enhance grain yield by comparative trait reconstruction and rational design to boost the yield potential of grain crops.
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Affiliation(s)
- Shun Sakuma
- Faculty of Agriculture, Tottori University, Tottori, 680-8553, Japan
| | - Thorsten Schnurbusch
- Leibniz Institute of Plant Genetics and Crop Plant Research, Gatersleben, 06466, Germany
- Faculty of Natural Sciences III, Institute of Agricultural and Nutritional Sciences, Martin Luther University Halle-Wittenberg, Halle, Germany
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14
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Guo H, Xiong H, Xie Y, Zhao L, Gu J, Zhao S, Ding Y, Liu L. Functional mutation allele mining of plant architecture and yield-related agronomic traits and characterization of their effects in wheat. BMC Genet 2019; 20:102. [PMID: 31888475 PMCID: PMC6937682 DOI: 10.1186/s12863-019-0804-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 12/18/2019] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Wheat mutant resources with phenotypic variation have been developed in recent years. These mutants might carry favorable mutation alleles, which have the potential to be utilized in the breeding process. Plant architecture and yield-related features are important agronomic traits for wheat breeders and mining favorable alleles of these traits will improve wheat characteristics. RESULTS Here we used 190 wheat phenotypic mutants as material and by analyzing their SNP variation and phenotypic data, mutation alleles for plant architecture and yield-related traits were identified, and the genetic effects of these alleles were evaluated. In total, 32 mutation alleles, including three pleiotropic alleles, significantly associated with agronomic traits were identified from the 190 wheat mutant lines. The SNPs were distributed on 12 chromosomes and were associated with plant height (PH), tiller number, flag leaf angle (FLA), thousand grain weight (TGW), and other yield-related traits. Further phenotypic analysis of multiple lines carrying the same mutant allele was performed to determine the effect of the allele on the traits of interest. PH-associated SNPs on chromosomes 2BL, 3BS, 3DL, and 5DL might show additive effects, reducing PH by 10.0 cm to 31.3 cm compared with wild type, which means that these alleles may be favorable for wheat improvement. Only unfavorable mutation alleles that reduced TGW and tiller number were identified. A region on chromosome 5DL with mutation alleles for PH and TGW contained several long ncRNAs, and their sequences shared more than 90% identity with cytokinin oxidase/dehydrogenase genes. Some of the mutation alleles we mined were colocalized with previously reported QTLs or genes while others were novel; these novel alleles could also result in phenotypic variation. CONCLUSION Our results demonstrate that favorable mutation alleles are present in mutant resources, and the region between 409.5 to 419.8 Mb on chromosome 5DL affects wheat plant height and thousand grain weight.
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Affiliation(s)
- Huijun Guo
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Laboratory of Crop Molecular Breeding, National Center of Space Mutagenesis for Crop Improvement, Beijing, China
| | - Hongchun Xiong
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Laboratory of Crop Molecular Breeding, National Center of Space Mutagenesis for Crop Improvement, Beijing, China
| | - Yongdun Xie
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Laboratory of Crop Molecular Breeding, National Center of Space Mutagenesis for Crop Improvement, Beijing, China
| | - Linshu Zhao
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Laboratory of Crop Molecular Breeding, National Center of Space Mutagenesis for Crop Improvement, Beijing, China
| | - Jiayu Gu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Laboratory of Crop Molecular Breeding, National Center of Space Mutagenesis for Crop Improvement, Beijing, China
| | - Shirong Zhao
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Laboratory of Crop Molecular Breeding, National Center of Space Mutagenesis for Crop Improvement, Beijing, China
| | - Yuping Ding
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Laboratory of Crop Molecular Breeding, National Center of Space Mutagenesis for Crop Improvement, Beijing, China
| | - Luxiang Liu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Laboratory of Crop Molecular Breeding, National Center of Space Mutagenesis for Crop Improvement, Beijing, China
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15
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Almerekova S, Sariev B, Abugalieva A, Chudinov V, Sereda G, Tokhetova L, Ortaev A, Tsygankov V, Blake T, Chao S, Genievskaya Y, Abugalieva S, Turuspekov Y. Association mapping for agronomic traits in six-rowed spring barley from the USA harvested in Kazakhstan. PLoS One 2019; 14:e0221064. [PMID: 31404111 PMCID: PMC6690582 DOI: 10.1371/journal.pone.0221064] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Accepted: 07/29/2019] [Indexed: 11/19/2022] Open
Abstract
In barley, six-rowed barley is advantageous over two-rowed barley for feed due to the larger number of seeds per spike and the higher seed protein content. The growth of six-rowed barley is potentially important for breeding in agriculturally oriented countries, such as Kazakhstan. Nevertheless, until recently, very little attention was given to six-rowed barley in breeding projects in Kazakhstan, one of the largest countries in the world. In this study, phenotyping and single nucleotide polymorphism (SNP) genotyping data were generated from 275 accessions originating from six different breeding organizations in the USA as well as 9 accessions from Kazakhstan in field trials at six breeding institutions. The USA six-rowed barley was tested in comparison to local accessions over three years (2009–2011) based on analyses of key agronomic traits. It was determined that the average yield in the USA accessions in comparison to local lines showed heavier yield in all six tested sites. Principal Coordinate Analysis based on 1618 polymorphic SNP markers separated Kazakh lines from six USA barley origin groups based on PC1 (77.9%), and Montana lines from the remaining five USA groups based on PC2 (15.1%). A genome-wide association study based on eighteen field trials allowed the identification of 47 stable marker-trait associations (MTA) for ten agronomic traits, including key yield related characters such as yield per square meter, thousand grain weight, number of kernels per spike, and productive tillers. The comparison of chromosomal positions of identified MTA with positions of known genes and quantitative trait loci suggests that 25 out of those 47 MTAs are presumably novel. The analysis of 42 SNPs associated with 47 MTAs in the Ensemble genome annotation system (http://ensemblgenomes.org) suggested that 40 SNPs were in genic positions of the genome, as their sequences successfully aligned with corresponding Gen ID.
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Affiliation(s)
| | - Burabai Sariev
- Kazakh Research Institute of Agriculture and Plant Industry, Almalybak, Almaty region, Kazakhstan
| | - Aigul Abugalieva
- Kazakh Research Institute of Agriculture and Plant Industry, Almalybak, Almaty region, Kazakhstan
| | | | - Grigoriy Sereda
- Karaganda Breeding Station, Tsentralnoe, Karaganda region, Kazakhstan
| | | | - Anarbai Ortaev
- Krasnovodopad Breeding Station, Sarkyrama, Turkestan region, Kazakhstan
| | | | - Thomas Blake
- Department of Plant Sciences and Plant Pathology, Montana State University, Bozeman, MT, United States of America
| | - Shiaoman Chao
- USDA-ARS Biosciences Research Lab, Fargo, ND, United States of America
| | | | - Saule Abugalieva
- Institute of Plant Biology and Biotechnology, Almaty, Kazakhstan
- Al-Farabi Kazakh National University, Department of Biodiversity and Bioresources, Almaty, Kazakhstan
| | - Yerlan Turuspekov
- Institute of Plant Biology and Biotechnology, Almaty, Kazakhstan
- Al-Farabi Kazakh National University, Department of Biodiversity and Bioresources, Almaty, Kazakhstan
- * E-mail:
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16
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Abdel-Ghani AH, Sharma R, Wabila C, Dhanagond S, Owais SJ, Duwayri MA, Al-Dalain SA, Klukas C, Chen D, Lübberstedt T, von Wirén N, Graner A, Kilian B, Neumann K. Genome-wide association mapping in a diverse spring barley collection reveals the presence of QTL hotspots and candidate genes for root and shoot architecture traits at seedling stage. BMC PLANT BIOLOGY 2019; 19:216. [PMID: 31122195 PMCID: PMC6533710 DOI: 10.1186/s12870-019-1828-5] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Accepted: 05/13/2019] [Indexed: 05/19/2023]
Abstract
BACKGROUND Adaptation to drought-prone environments requires robust root architecture. Genotypes with a more vigorous root system have the potential to better adapt to soils with limited moisture content. However, root architecture is complex at both, phenotypic and genetic level. Customized mapping panels in combination with efficient screenings methods can resolve the underlying genetic factors of root traits. RESULTS A mapping panel of 233 spring barley genotypes was evaluated for root and shoot architecture traits under non-stress and osmotic stress. A genome-wide association study elucidated 65 involved genomic regions. Among them were 34 root-specific loci, eleven hotspots with associations to up to eight traits and twelve stress-specific loci. A list of candidate genes was established based on educated guess. Selected genes were tested for associated polymorphisms. By this, 14 genes were identified as promising candidates, ten remained suggestive and 15 were rejected. The data support the important role of flowering time genes, including HvPpd-H1, HvCry2, HvCO4 and HvPRR73. Moreover, seven root-related genes, HERK2, HvARF04, HvEXPB1, PIN5, PIN7, PME5 and WOX5 are confirmed as promising candidates. For the QTL with the highest allelic effect for root thickness and plant biomass a homologue of the Arabidopsis Trx-m3 was revealed as the most promising candidate. CONCLUSIONS This study provides a catalogue of hotspots for seedling growth, root and stress-specific genomic regions along with candidate genes for future potential incorporation in breeding attempts for enhanced yield potential, particularly in drought-prone environments. Root architecture is under polygenic control. The co-localization of well-known major genes for barley development and flowering time with QTL hotspots highlights their importance for seedling growth. Association analysis revealed the involvement of HvPpd-H1 in the development of the root system. The co-localization of root QTL with HERK2, HvARF04, HvEXPB1, PIN5, PIN7, PME5 and WOX5 represents a starting point to explore the roles of these genes in barley. Accordingly, the genes HvHOX2, HsfA2b, HvHAK2, and Dhn9, known to be involved in abiotic stress response, were located within stress-specific QTL regions and await future validation.
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Affiliation(s)
- Adel H. Abdel-Ghani
- Department of Plant Production, Faculty of Agriculture, Mutah University, Mutah, Karak, 61710 Jordan
| | - Rajiv Sharma
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466 Seeland, Germany
- Division of Plant Science, University of Dundee at JHI, Invergowrie, Dundee, DD2 5DA UK
| | - Celestine Wabila
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466 Seeland, Germany
| | - Sidram Dhanagond
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466 Seeland, Germany
| | - Saed J. Owais
- Department of Plant Production, Faculty of Agriculture, Mutah University, Mutah, Karak, 61710 Jordan
| | - Mahmud A. Duwayri
- Department of Horticulture and Agronomy, Faculty of Agriculture, University of Jordan, Amman, Jordan
| | - Saddam A. Al-Dalain
- Al-Shoubak University College, Al-Balqa’ Applied University, Al-, Salt, 19117 Jordan
| | - Christian Klukas
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466 Seeland, Germany
- Digitalization in Research & Development (ROM), BASF SE, 67056 Ludwigshafen, Germany
| | - Dijun Chen
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466 Seeland, Germany
- Department for Plant Cell and Molecular Biology, Institute for Biology, Humboldt University Berlin, 10115 Berlin, Germany
| | - Thomas Lübberstedt
- Department of Agronomy, Agronomy Hall, Iowa State University, Ames, IA 50011 USA
| | - Nicolaus von Wirén
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466 Seeland, Germany
| | - Andreas Graner
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466 Seeland, Germany
- Martin-Luther-University Halle-Wittenberg, Betty-Heimann-Str. 3, 06120 Halle/Saale, Germany
| | - Benjamin Kilian
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466 Seeland, Germany
- Global Crop Diversity Trust, Platz der Vereinten Nationen 7, 53113 Bonn, Germany
| | - Kerstin Neumann
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466 Seeland, Germany
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17
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Shaaf S, Bretani G, Biswas A, Fontana IM, Rossini L. Genetics of barley tiller and leaf development. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2019; 61:226-256. [PMID: 30548413 DOI: 10.1111/jipb.12757] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Accepted: 12/10/2018] [Indexed: 06/09/2023]
Abstract
In cereals, tillering and leaf development are key factors in the concept of crop ideotype, introduced in the 1960s to enhance crop yield, via manipulation of plant architecture. In the present review, we discuss advances in genetic analysis of barley shoot architecture, focusing on tillering, leaf size and angle. We also discuss novel phenotyping techniques, such as 2D and 3D imaging, that have been introduced in the era of phenomics, facilitating reliable trait measurement. We discuss the identification of genes and pathways that are involved in barley tillering and leaf development, highlighting key hormones involved in the control of plant architecture in barley and rice. Knowledge on genetic control of traits related to plant architecture provides useful resources for designing ideotypes for enhanced barley yield and performance.
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Affiliation(s)
- Salar Shaaf
- University of Milan, DiSAA, Via Celoria 2, 20133 Milan, Italy
| | | | - Abhisek Biswas
- University of Milan, DiSAA, Via Celoria 2, 20133 Milan, Italy
| | | | - Laura Rossini
- University of Milan, DiSAA, Via Celoria 2, 20133 Milan, Italy
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18
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Zwirek M, Waugh R, McKim SM. Interaction between row-type genes in barley controls meristem determinacy and reveals novel routes to improved grain. THE NEW PHYTOLOGIST 2019; 221:1950-1965. [PMID: 30339269 PMCID: PMC6492131 DOI: 10.1111/nph.15548] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 09/22/2018] [Indexed: 05/24/2023]
Abstract
Hordeum species develop a central spikelet flanked by two lateral spikelets at each inflorescence node. In 'two-rowed' spikes, the central spikelet alone is fertile and sets grain, while in 'six-rowed' spikes, lateral spikelets can also produce grain. Induced loss-of-function alleles of any of five Six-rowed spike (VRS) genes (VRS1-5) cause complete to intermediate gains of lateral spikelet fertility. Current six-row cultivars contain natural defective vrs1 and vrs5 alleles. Little information is known about VRS mechanism(s). We used comparative developmental, expression and genetic analyses on single and double vrs mutants to learn more about how VRS genes control development and assess their agronomic potential. We show that all VRS genes repress fertility at carpel and awn emergence in developing lateral spikelets. VRS4, VRS3 and VRS5 work through VRS1 to suppress fertility, probably by inducing VRS1 expression. Pairing vrs3, vrs4 or vrs5 alleles increased lateral spikelet fertility, despite the presence of a functional VRS1 allele. The vrs3 allele caused loss of spikelet identity and determinacy, improved grain homogeneity and increased tillering in a vrs4 background, while with vrs5, decreased tiller number and increased grain weight. Interactions amongst VRS genes control spikelet infertility, determinacy and outgrowth, and novel routes to improving six-row grain.
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Affiliation(s)
- Monika Zwirek
- Cell and Molecular SciencesThe James Hutton InstituteInvergowrieDundeeDD2 5DAUK
| | - Robbie Waugh
- Cell and Molecular SciencesThe James Hutton InstituteInvergowrieDundeeDD2 5DAUK
- Division of Plant SciencesUniversity of Dundee at The James Hutton InstituteInvergowrieDundeeDD2 5DAUK
| | - Sarah M. McKim
- Division of Plant SciencesUniversity of Dundee at The James Hutton InstituteInvergowrieDundeeDD2 5DAUK
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19
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Wang M, Le Moigne MA, Bertheloot J, Crespel L, Perez-Garcia MD, Ogé L, Demotes-Mainard S, Hamama L, Davière JM, Sakr S. BRANCHED1: A Key Hub of Shoot Branching. FRONTIERS IN PLANT SCIENCE 2019; 10:76. [PMID: 30809235 PMCID: PMC6379311 DOI: 10.3389/fpls.2019.00076] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 01/17/2019] [Indexed: 05/20/2023]
Abstract
Shoot branching is a key process for plant growth and fitness. Newly produced axes result from axillary bud outgrowth, which is at least partly mediated through the regulation of BRANCHED1 gene expression (BRC1/TB1/FC1). BRC1 encodes a pivotal bud-outgrowth-inhibiting transcription factor belonging to the TCP family. As the regulation of BRC1 expression is a hub for many shoot-branching-related mechanisms, it is influenced by endogenous (phytohormones and nutrients) and exogenous (light) inputs, which involve so-far only partly identified molecular networks. This review highlights the central role of BRC1 in shoot branching and its responsiveness to different stimuli, and emphasizes the different knowledge gaps that should be addressed in the near future.
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Affiliation(s)
- Ming Wang
- Institut de Recherche en Horticulture et Semences, Agrocampus-Ouest, INRA, SFR 4207 QUASAV, Université d’Angers, Beaucouzé, France
| | - Marie-Anne Le Moigne
- Institut de Recherche en Horticulture et Semences, Agrocampus-Ouest, INRA, SFR 4207 QUASAV, Université d’Angers, Beaucouzé, France
| | - Jessica Bertheloot
- Institut de Recherche en Horticulture et Semences, Agrocampus-Ouest, INRA, SFR 4207 QUASAV, Université d’Angers, Beaucouzé, France
| | - Laurent Crespel
- Institut de Recherche en Horticulture et Semences, Agrocampus-Ouest, INRA, SFR 4207 QUASAV, Université d’Angers, Beaucouzé, France
| | - Maria-Dolores Perez-Garcia
- Institut de Recherche en Horticulture et Semences, Agrocampus-Ouest, INRA, SFR 4207 QUASAV, Université d’Angers, Beaucouzé, France
| | - Laurent Ogé
- Institut de Recherche en Horticulture et Semences, Agrocampus-Ouest, INRA, SFR 4207 QUASAV, Université d’Angers, Beaucouzé, France
| | - Sabine Demotes-Mainard
- Institut de Recherche en Horticulture et Semences, Agrocampus-Ouest, INRA, SFR 4207 QUASAV, Université d’Angers, Beaucouzé, France
| | - Latifa Hamama
- Institut de Recherche en Horticulture et Semences, Agrocampus-Ouest, INRA, SFR 4207 QUASAV, Université d’Angers, Beaucouzé, France
| | - Jean-Michel Davière
- Institut de Biologie Moléculaire des Plantes, UPR2357, Université de Strasbourg, Strasbourg, France
| | - Soulaiman Sakr
- Institut de Recherche en Horticulture et Semences, Agrocampus-Ouest, INRA, SFR 4207 QUASAV, Université d’Angers, Beaucouzé, France
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Dong Z, Alexander M, Chuck G. Understanding Grass Domestication through Maize Mutants. Trends Genet 2019; 35:118-128. [DOI: 10.1016/j.tig.2018.10.007] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 10/17/2018] [Accepted: 10/29/2018] [Indexed: 11/28/2022]
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Xu X, Sharma R, Tondelli A, Russell J, Comadran J, Schnaithmann F, Pillen K, Kilian B, Cattivelli L, Thomas WTB, Flavell AJ. Genome-Wide Association Analysis of Grain Yield-Associated Traits in a Pan-European Barley Cultivar Collection. THE PLANT GENOME 2018; 11:170073. [PMID: 29505630 DOI: 10.3835/plantgenome2017.08.0073] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
A collection of 379 Hordeum vulgare cultivars, comprising all combinations of spring and winter growth habits with two and six row ear type, was screened by genome wide association analysis to discover alleles controlling traits related to grain yield. Genotypes were obtained at 6,810 segregating gene-based single nucleotide polymorphism (SNP) loci and corresponding field trial data were obtained for eight traits related to grain yield at four European sites in three countries over two growth years. The combined data were analyzed and statistically significant associations between the traits and regions of the barley genomes were obtained. Combining this information with the high resolution gene map for barley allowed the identification of candidate genes underlying all scored traits and superposition of this information with the known genomics of grain trait genes in rice resulted in the assignation of 13 putative barley genes controlling grain traits in European cultivated barley. Several of these genes are associated with grain traits in both winter and spring barley.
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van Esse GW, Walla A, Finke A, Koornneef M, Pecinka A, von Korff M. Six-Rowed Spike3 (VRS3) Is a Histone Demethylase That Controls Lateral Spikelet Development in Barley. PLANT PHYSIOLOGY 2017; 174:2397-2408. [PMID: 28655778 PMCID: PMC5543938 DOI: 10.1104/pp.17.00108] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Accepted: 06/25/2017] [Indexed: 05/17/2023]
Abstract
The complex nature of crop genomes has long prohibited the efficient isolation of agronomically relevant genes. However, recent advances in next-generation sequencing technologies provide new ways to accelerate fine-mapping and gene isolation in crops. We used RNA sequencing of allelic six-rowed spike3 (vrs3) mutants with altered spikelet development for gene identification and functional analysis in barley (Hordeum vulgare). Variant calling in two allelic vrs3 mutants revealed that VRS3 encodes a putative histone Lys demethylase with a conserved zinc finger and Jumonji C and N domain. Sanger sequencing of this candidate gene in independent allelic vrs3 mutants revealed a series of mutations in conserved domains, thus confirming our candidate as the VRS3 gene and suggesting that the row type in barley is determined epigenetically. Global transcriptional profiling in developing shoot apical meristems of vrs3 suggested that VRS3 acts as a transcriptional activator of the row-type genes VRS1 (Hv.HOMEOBOX1) and INTERMEDIUM-C (INT-C; Hv.TEOSINTE BRANCHED1). Comparative transcriptome analysis of the row-type mutants vrs3, vrs4 (Hv.RAMOSA2), and int-c confirmed that all three genes act as transcriptional activators of VRS1 and quantitative variation in the expression levels of VRS1 in these mutants correlated with differences in the number of developed lateral spikelets. The identification of genes and pathways affecting seed number in small grain cereals will enable to further unravel the transcriptional networks controlling this important yield component.
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Affiliation(s)
- G Wilma van Esse
- Department of Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, 50829 Köln, Germany
- Institute for Plant Genetics, Heinrich-Heine-Universität Düsseldorf, 40225 Düsseldorf, Germany
- Cluster of Excellence in Plant Sciences, Heinrich-Heine-Universität Düsseldorf, 40255 Düsseldorf, Germany
| | - Agatha Walla
- Department of Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, 50829 Köln, Germany
- Institute for Plant Genetics, Heinrich-Heine-Universität Düsseldorf, 40225 Düsseldorf, Germany
- Cluster of Excellence in Plant Sciences, Heinrich-Heine-Universität Düsseldorf, 40255 Düsseldorf, Germany
| | - Andreas Finke
- Department of Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, 50829 Köln, Germany
| | - Maarten Koornneef
- Department of Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, 50829 Köln, Germany
- Laboratory of Genetics, Wageningen University and Research, 6708 PB Wageningen, The Netherlands
| | - Ales Pecinka
- Department of Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, 50829 Köln, Germany
| | - Maria von Korff
- Department of Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, 50829 Köln, Germany
- Institute for Plant Genetics, Heinrich-Heine-Universität Düsseldorf, 40225 Düsseldorf, Germany
- Cluster of Excellence in Plant Sciences, Heinrich-Heine-Universität Düsseldorf, 40255 Düsseldorf, Germany
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Liller CB, Walla A, Boer MP, Hedley P, Macaulay M, Effgen S, von Korff M, van Esse GW, Koornneef M. Fine mapping of a major QTL for awn length in barley using a multiparent mapping population. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2017; 130:269-281. [PMID: 27734096 PMCID: PMC5263209 DOI: 10.1007/s00122-016-2807-y] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2016] [Accepted: 09/29/2016] [Indexed: 05/18/2023]
Abstract
Awn length was mapped using a multiparent population derived from cv. Morex and four wild accessions. One QTL was fine mapped and candidate genes were identified in NILs by RNA-seq. Barley awns are photosynthetically active and contribute to grain yield. Awn length is variable among both wild and cultivated barley genotypes and many mutants with alterations in awn length have been identified. Here, we used a multiparent mapping population derived from cv. Morex and four genetically diverse wild barley lines to detect quantitative trait loci (QTLs) for awn length. Twelve QTLs, distributed over the barley genome, were identified with the most significant one located on chromosome arm 7HL (QTL AL7.1). The effect of AL7.1 was confirmed using near isogenic lines (NILs) and fine-mapped in two independent heterogeneous inbred families to a < 0.9 cM interval. With exception of a small effect on grain width, no other traits such as plant height or flowering time were affected by AL7.1. Variant calling on transcripts obtained from RNA sequencing reads in NILs was used to narrow down the list of candidate genes located in the interval. This data may be used for further characterization and unravelling of the mechanisms underlying natural variation in awn length.
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Affiliation(s)
- Corinna B Liller
- Department Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829, Cologne, Germany
| | - Agatha Walla
- Department Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829, Cologne, Germany
- Institute of Plant Genetics, Heinrich Heine University Duesseldorf, Universitätsstr. 1, 40225, Düsseldorf, Germany
- Cluster of Excellence in Plant Sciences (CEPLAS), Heinrich-Heine-Universität Düsseldorf, Universitätsstr. 1, 40255, Düsseldorf, Germany
| | - Martin P Boer
- Biometris, Plant Research International, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands
| | - Pete Hedley
- The James Hutton Institute, Invergowrie, Dundee, DD2 5DA, Scotland, UK
| | - Malcolm Macaulay
- The James Hutton Institute, Invergowrie, Dundee, DD2 5DA, Scotland, UK
| | - Sieglinde Effgen
- Department Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829, Cologne, Germany
| | - Maria von Korff
- Institute of Plant Genetics, Heinrich Heine University Duesseldorf, Universitätsstr. 1, 40225, Düsseldorf, Germany.
- Cluster of Excellence in Plant Sciences (CEPLAS), Heinrich-Heine-Universität Düsseldorf, Universitätsstr. 1, 40255, Düsseldorf, Germany.
| | - G Wilma van Esse
- Department Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829, Cologne, Germany.
- Cluster of Excellence in Plant Sciences (CEPLAS), Heinrich-Heine-Universität Düsseldorf, Universitätsstr. 1, 40255, Düsseldorf, Germany.
| | - Maarten Koornneef
- Department Plant Breeding and Genetics, Max Planck Institute for Plant Breeding Research, Carl-von-Linné-Weg 10, 50829, Cologne, Germany.
- Cluster of Excellence in Plant Sciences (CEPLAS), Heinrich-Heine-Universität Düsseldorf, Universitätsstr. 1, 40255, Düsseldorf, Germany.
- Laboratory of Genetics, Wageningen University and Research, Droevendaalsesteeg 1, 6708 PB, Wageningen, The Netherlands.
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Alqudah AM, Koppolu R, Wolde GM, Graner A, Schnurbusch T. The Genetic Architecture of Barley Plant Stature. Front Genet 2016; 7:117. [PMID: 27446200 PMCID: PMC4919324 DOI: 10.3389/fgene.2016.00117] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Accepted: 06/07/2016] [Indexed: 01/26/2023] Open
Abstract
Plant stature in temperate cereals is predominantly controlled by tillering and plant height as complex agronomic traits, representing important determinants of grain yield. This study was designed to reveal the genetic basis of tillering at five developmental stages and plant height at harvest in 218 worldwide spring barley (Hordeum vulgare L.) accessions under greenhouse conditions. The accessions were structured based on row-type classes [two- vs. six-rowed] and photoperiod response [photoperiod-sensitive (Ppd-H1) vs. reduced photoperiod sensitivity (ppd-H1)]. Phenotypic analyses of both factors revealed profound between group effects on tiller development. To further verify the row-type effect on the studied traits, Six-rowed spike 1 (vrs1) mutants and their two-rowed progenitors were examined for tiller number per plant and plant height. Here, wild-type (Vrs1) plants were significantly taller and had more tillers than mutants suggesting a negative pleiotropic effect of this row-type locus on both traits. Our genome-wide association scans further revealed highly significant associations, thereby establishing a link between the genetic control of row-type, heading time, tillering, and plant height. We further show that associations for tillering and plant height are co-localized with chromosomal segments harboring known plant stature-related phytohormone and sugar-related genes. This work demonstrates the feasibility of the GWAS approach for identifying putative candidate genes for improving plant architecture.
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Affiliation(s)
- Ahmad M. Alqudah
- HEISENBERG-Research Group Plant Architecture, Leibniz-Institute of Plant Genetics and Crop Plant ResearchGatersleben, Germany
| | - Ravi Koppolu
- HEISENBERG-Research Group Plant Architecture, Leibniz-Institute of Plant Genetics and Crop Plant ResearchGatersleben, Germany
| | - Gizaw M. Wolde
- HEISENBERG-Research Group Plant Architecture, Leibniz-Institute of Plant Genetics and Crop Plant ResearchGatersleben, Germany
| | - Andreas Graner
- Research Group Genome Diversity, Leibniz Institute of Plant Genetics and Crop Plant ResearchGatersleben, Germany
| | - Thorsten Schnurbusch
- HEISENBERG-Research Group Plant Architecture, Leibniz-Institute of Plant Genetics and Crop Plant ResearchGatersleben, Germany
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