1
|
Ashoori N, Fotovat R, MohseniFard E. Effects of cold and methyl jasmonate on the expression of miRNAs and target genes in response to vernalisation in two wheat cultivars ( Triticum aestivum L.). FUNCTIONAL PLANT BIOLOGY : FPB 2025; 52:FP24130. [PMID: 40146734 DOI: 10.1071/fp24130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 02/18/2025] [Indexed: 03/29/2025]
Abstract
Wheat undergoes significant physiological changes during winter, driven by processes such as cold acclimation and vernalisation that are regulated by gene expression and phytohormones. We investigate the effects of methyl jasmonate (MeJA) and cold treatments on the expression of three specific miRNAs and the associated target genes in Baz spring wheat and Norstar winter wheat using qRT-PCR analysis. Our objective was to examine the impact of MeJA on vernalisation and cold adaptation in these genotypes. Results showed that MeJA had no significant impact on vernalisation and acclimation in Baz, while the compound decreased these traits in Norstar. Additionally, the expression of miRNAs in Norstar was significantly reduced after a 2-day cold treatment, particularly for miR156 and further reduced after 14days for miR172 and miR319 . In contrast, Baz showed varied gene expression responses, with an increase in miRNA levels after the 14-day cold treatment. MeJA combined with a 2-day cold treatment suppressed the expression of SPL , AP2 and MYB3 target genes, with the most pronounced suppression observed in SPL . However, AP2 was induced after 14-day cold treatment in both cultivars. The study highlighted an inverse relationship between miRNAs and target genes under vernalisation conditions, underscoring the complex regulatory interactions between genotype, miRNAs and the associated target genes. Therefore, these findings provide new insights into how MeJA and cold treatments modulate miRNA and gene expression, enhancing our understanding of wheat's adaptive response mechanisms.
Collapse
Affiliation(s)
- Nooshin Ashoori
- Department of Plant Production and Genetics, Faculty of Agriculture, University of Zanjan, 45371-38791, Zanjan, Iran
| | - Reza Fotovat
- Department of Plant Production and Genetics, Faculty of Agriculture, University of Zanjan, 45371-38791, Zanjan, Iran
| | - Ehsan MohseniFard
- Department of Plant Production and Genetics, Faculty of Agriculture, University of Zanjan, 45371-38791, Zanjan, Iran
| |
Collapse
|
2
|
Kosová K, Nešporová T, Vítámvás P, Vítámvás J, Klíma M, Ovesná J, Prášil IT. How to survive mild winters: Cold acclimation, deacclimation, and reacclimation in winter wheat and barley. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2025; 220:109541. [PMID: 39862458 DOI: 10.1016/j.plaphy.2025.109541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Revised: 01/09/2025] [Accepted: 01/21/2025] [Indexed: 01/27/2025]
Abstract
Cold acclimation and vernalization represent the major evolutionary adaptive responses to ensure winter survival of temperate plants. Due to climate change, mild winters can paradoxically worsen plant winter survival due to cold deacclimation induced by warm periods during winter. It seems that the ability of cold reacclimation in overwintering Triticeae cereals is limited, especially in vernalized plants. In the present review, the major factors determining cold acclimation (CA), deacclimation (DA) and reacclimation (RA) processes in winter-type Triticeae, namely wheat and barley, are discussed. Recent knowledge on cold sensing and signaling is briefly summarized. The impacts of chilling temperatures, photoperiod and light spectrum quality as the major environmental factors, and the roles of soluble proteins and sugars (carbohydrates) as well as cold stress memory molecular mechanisms as the major plant-based factors determining CA, DA, and RA processes are discussed. The roles of plant stress memory mechanisms and development processes, namely vernalization, in winter Triticeae reacclimation are elucidated. Recent findings about the role of O-glucose N-acetylation of target proteins during vernalization and their impacts on the expression of VRN1 gene and other target proteins resulting in cold-responsive modules reprogramming are presented.
Collapse
Affiliation(s)
- Klára Kosová
- Laboratory of Plant Stress Biology and Biotechnology, Department of Plant Genetics and Crop Breeding, Czech Agrifood Research Center, Drnovská 507, 161 06, Prague 6, Ruzyně, Czech Republic.
| | - Tereza Nešporová
- Laboratory of Plant Stress Biology and Biotechnology, Department of Plant Genetics and Crop Breeding, Czech Agrifood Research Center, Drnovská 507, 161 06, Prague 6, Ruzyně, Czech Republic; Department of Biochemistry and Microbiology, University of Chemistry and Technology, Prague, Czech Republic
| | - Pavel Vítámvás
- Laboratory of Plant Stress Biology and Biotechnology, Department of Plant Genetics and Crop Breeding, Czech Agrifood Research Center, Drnovská 507, 161 06, Prague 6, Ruzyně, Czech Republic
| | - Jan Vítámvás
- Laboratory of Plant Stress Biology and Biotechnology, Department of Plant Genetics and Crop Breeding, Czech Agrifood Research Center, Drnovská 507, 161 06, Prague 6, Ruzyně, Czech Republic; Faculty of Forestry and Wood Science, Czech University of Life Sciences, Prague, Czech Republic
| | - Miroslav Klíma
- Laboratory of Plant Stress Biology and Biotechnology, Department of Plant Genetics and Crop Breeding, Czech Agrifood Research Center, Drnovská 507, 161 06, Prague 6, Ruzyně, Czech Republic
| | - Jaroslava Ovesná
- Laboratory of Plant Stress Biology and Biotechnology, Department of Plant Genetics and Crop Breeding, Czech Agrifood Research Center, Drnovská 507, 161 06, Prague 6, Ruzyně, Czech Republic
| | - Ilja Tom Prášil
- Laboratory of Plant Stress Biology and Biotechnology, Department of Plant Genetics and Crop Breeding, Czech Agrifood Research Center, Drnovská 507, 161 06, Prague 6, Ruzyně, Czech Republic
| |
Collapse
|
3
|
Liu Y, Xu X, He C, Jin L, Zhou Z, Gao J, Guo M, Wang X, Chen C, Ayaad MH, Li X, Yan W. Chromatin loops gather targets of upstream regulators together for efficient gene transcription regulation during vernalization in wheat. Genome Biol 2024; 25:306. [PMID: 39623466 PMCID: PMC11613916 DOI: 10.1186/s13059-024-03437-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 11/18/2024] [Indexed: 12/06/2024] Open
Abstract
BACKGROUND Plants respond to environmental stimuli by altering gene transcription that is highly related with chromatin status, including histone modification, chromatin accessibility, and three-dimensional chromatin interaction. Vernalization is essential for the transition to reproductive growth for winter wheat. How wheat reshapes its chromatin features, especially chromatin interaction during vernalization, remains unknown. RESULTS Combinatory analysis of gene transcription and histone modifications in winter wheat under different vernalization conditions identifies 17,669 differential expressed genes and thousands of differentially enriched peaks of H3K4me3, H3K27me3, and H3K9ac. We find dynamic gene expression across the vernalization process is highly associated with H3K4me3. More importantly, the dynamic H3K4me3- and H3K9ac-associated chromatin-chromatin interactions demonstrate that vernalization leads to increased chromatin interactions and gene activation. Remarkably, spatially distant targets of master regulators like VRN1 and VRT2 are gathered together by chromatin loops to achieve efficient transcription regulation, which is designated as a "shepherd" model. Furthermore, by integrating gene regulatory network for vernalization and natural variation of flowering time, TaZNF10 is identified as a negative regulator for vernalization-related flowering time in wheat. CONCLUSIONS We reveal dynamic gene transcription network during vernalization and find that the spatially distant genes can be recruited together via chromatin loops associated with active histone mark thus to be more efficiently found and bound by upstream regulator. It provides new insights into understanding vernalization and response to environmental stimuli in wheat and other plants.
Collapse
Affiliation(s)
- Yanyan Liu
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China
| | - Xintong Xu
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China
| | - Chao He
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China
| | - Liujie Jin
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China
| | - Ziru Zhou
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China
| | - Jie Gao
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China
| | - Minrong Guo
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China
| | - Xin Wang
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China
| | - Chuanye Chen
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China
| | - Mohammed H Ayaad
- Plant Research Department, Nuclear Research Center, Egyptian Atomic Energy Authority, Cairo, 13759, Egypt
| | - Xingwang Li
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China
| | - Wenhao Yan
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, 430070, China.
| |
Collapse
|
4
|
Lei C, Li M, Chen Z, He W, Liu B, Liu S, Li X, Xie Y. Molecular mapping of two novel cold resistance genes in common wheat by 660K SNP array. MOLECULAR BREEDING : NEW STRATEGIES IN PLANT IMPROVEMENT 2023; 43:83. [PMID: 38009099 PMCID: PMC10665288 DOI: 10.1007/s11032-023-01425-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 10/20/2023] [Indexed: 11/28/2023]
Abstract
Low temperature and cold damage are natural factors that seriously reduce wheat yield. Thus, how to improve the cold resistance of wheat has been the focus of wheat breeders and geneticists. However, the genetic improvement for this trait has been slow, mainly because cold resistance is a complex quantitative trait and field phenotypic identification is relatively difficult. Therefore, the discovery, mapping, and cloning of the cold resistance genes of wheat provide a theoretical basis for the genetic improvement of wheat against cold resistance and facilitate the analysis of the molecular mechanisms of cold resistance in wheat. This study used the wheat line H261 and its EMS mutants LF2099 and XiNong 239 as materials. Cold trait segregation occurred in the F2 generation of mutants LF2099 and XiNong 239 at a 15:1 separation ratio. Genetic analysis showed that two dominant overlapping genes, temporarily named Wcr-3 and Wcr-4, control cold resistance in wheat. Furthermore, a combined BSA and SNP array established that Wcr-3 is between BU100519 (SSR marker) and AX-94843669 (SNP marker). The markers are 1.32 cM apart, corresponding to the 5.41 Mb physical interval on the Chinese Spring 2B chromosome with 67 functionally annotated genes. Wcr-4 is located between AX-94657955 (SNP marker) and LC-23 (SSR marker), which are 1.79 cM apart, corresponding to a 2.35 Mb physical interval on the Chinese Spring 2D chromosome, which contains 66 functionally annotated genes. Wcr-3 and Wcr-4 are two new cold resistance genes, laying the foundation for their fine mapping and cloning. Supplementary Information The online version contains supplementary material available at 10.1007/s11032-023-01425-w.
Collapse
Affiliation(s)
- Chao Lei
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, 712100 China
| | - Mingzhen Li
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, 712100 China
| | - Zhaopeng Chen
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, 712100 China
| | - Wei He
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, 712100 China
| | - Bin Liu
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, 712100 China
| | - Shuqing Liu
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, 712100 China
| | - Xuejun Li
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, 712100 China
| | - Yanzhou Xie
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, 712100 China
| |
Collapse
|
5
|
Caccialupi G, Milc J, Caradonia F, Nasar MF, Francia E. The Triticeae CBF Gene Cluster-To Frost Resistance and Beyond. Cells 2023; 12:2606. [PMID: 37998341 PMCID: PMC10670769 DOI: 10.3390/cells12222606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 11/07/2023] [Accepted: 11/09/2023] [Indexed: 11/25/2023] Open
Abstract
The pivotal role of CBF/DREB1 transcriptional factors in Triticeae crops involved in the abiotic stress response has been highlighted. The CBFs represent an important hub in the ICE-CBF-COR pathway, which is one of the most relevant mechanisms capable of activating the adaptive response to cold and drought in wheat, barley, and rye. Understanding the intricate mechanisms and regulation of the cluster of CBF genes harbored by the homoeologous chromosome group 5 entails significant potential for the genetic improvement of small grain cereals. Triticeae crops seem to share common mechanisms characterized, however, by some peculiar aspects of the response to stress, highlighting a combined landscape of single-nucleotide variants and copy number variation involving CBF members of subgroup IV. Moreover, while chromosome 5 ploidy appears to confer species-specific levels of resistance, an important involvement of the ICE factor might explain the greater tolerance of rye. By unraveling the genetic basis of abiotic stress tolerance, researchers can develop resilient varieties better equipped to withstand extreme environmental conditions. Hence, advancing our knowledge of CBFs and their interactions represents a promising avenue for improving crop resilience and food security.
Collapse
Affiliation(s)
- Giovanni Caccialupi
- Department of Life Sciences, University of Modena and Reggio Emilia, Via Amendola 2, 42122 Reggio Emilia, Italy; (J.M.); (F.C.); (M.F.N.); (E.F.)
| | | | | | | | | |
Collapse
|
6
|
Wang J, Sun L, Zhang H, Jiao B, Wang H, Zhou S. Transcriptome analysis during vernalization in wheat (Triticum aestivum L.). BMC Genom Data 2023; 24:43. [PMID: 37563565 PMCID: PMC10416481 DOI: 10.1186/s12863-023-01144-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Accepted: 07/28/2023] [Indexed: 08/12/2023] Open
Abstract
BACKGROUND Vernalization, as a vital process in the life cycle of winter cereal, has important effects on floral organ formation and flowering time. Many morphological changes together with molecular changes occur during the vernalization period. Here, we used transcriptome sequencing to analyze the transcriptomic changes in wheat leaves before, during and after vernalization using the winter wheat cultivar 'Shiluan02-1'. RESULTS A total of 16,370 differentially expressed genes were obtained across different vernalization periods. Gene Ontology enrichment analysis revealed that photoperiodism, photoprotection, photosynthesis, lipid transport and biosynthetic process, and chlorophyll metabolic process were closely related to vernalization. In addition, AP2/ERF, C2H2, bHLH, WRKY, MYB, MYB-related, and NAC transcription factors were significantly enriched during vernalization, and the transcription factor expression patterns suggested the intricate regulation of transcription factor modules in plant vernalization pathways. Analysis of gene expression patterns of the MADS-box transcription factor genes showed different expression patterns during vernalization phases, among which VERNALIZATION1 (VRN1) genes were found to gradually increase during vernalization periods from V0 to V35, while decline in the V42 phase, then increase after vernalization. The Tavrt-2 gene cooperated with Tavrn1 to regulate flowering induced by vernalization, and its expression level was rapidly increased by vernalization but declined in the V42 phase and then increased after vernalization. Some genes from the ICE-CBF-COR pathway were also identified, and additional analysis indicated that some key genes related to phytohormone biosynthesis and signal transduction were enriched during the vernalization period, such as gibberellic acid, ethylene, abscisic acid and jasmonic acid biosynthesis and signaling pathway genes. CONCLUSIONS Our study provides valuable molecular information for future studies on wheat vernalization regulation and also serves as an excellent reference for future wheat breeding.
Collapse
Affiliation(s)
- Jiao Wang
- Institute of Biotechnology and Food Science, Hebei Academy of Agriculture and Forestry Sciences/Plant Genetic Engineering Center of Hebei Province, Shijiazhuang, China
| | - Lei Sun
- Institute of Biotechnology and Food Science, Hebei Academy of Agriculture and Forestry Sciences/Plant Genetic Engineering Center of Hebei Province, Shijiazhuang, China
| | - Hongwei Zhang
- Institute of Biotechnology and Food Science, Hebei Academy of Agriculture and Forestry Sciences/Plant Genetic Engineering Center of Hebei Province, Shijiazhuang, China
| | - Bo Jiao
- Institute of Biotechnology and Food Science, Hebei Academy of Agriculture and Forestry Sciences/Plant Genetic Engineering Center of Hebei Province, Shijiazhuang, China
| | - Haibo Wang
- Institute of Biotechnology and Food Science, Hebei Academy of Agriculture and Forestry Sciences/Plant Genetic Engineering Center of Hebei Province, Shijiazhuang, China
| | - Shuo Zhou
- Institute of Biotechnology and Food Science, Hebei Academy of Agriculture and Forestry Sciences/Plant Genetic Engineering Center of Hebei Province, Shijiazhuang, China.
| |
Collapse
|
7
|
Liu FF, Wan YX, Cao WX, Zhang QQ, Li Y, Li Y, Zhang PZ, Si HQ. Novel function of a putative TaCOBL ortholog associated with cold response. Mol Biol Rep 2023; 50:4375-4384. [PMID: 36944863 DOI: 10.1007/s11033-023-08297-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Accepted: 01/19/2023] [Indexed: 03/23/2023]
Abstract
The plant COBRA protein family plays an important role in secondary cell wall biosynthesis and the orientation of cell expansion. The COBRA gene family has been well studied in Arabidopsis thaliana, maize, rice, etc., but no systematic studies were conducted in wheat. In this study, the full-length sequence of TaCOBLs was obtained by homology cloning from wheat, and a conserved motif analysis confirmed that TaCOBLs belonged to the COBRA protein family. qRT-PCR results showed that the TaCOBL transcripts were induced by abiotic stresses, including cold, drought, salinity, and abscisic acid (ABA). Two haplotypes of TaCOBL-5B (Hap5B-a and Hap5B-b), harboring one indel (----/TATA) in the 5' flanking region (- 550 bp), were found on chromosome 5BS. A co-dominant marker, Ta5BF/Ta5BR, was developed based on the polymorphism of the two TaCOBL-5B haplotypes. Significant correlations between the two TaCOBL-5B haplotypes and cold resistance were observed under four environmental conditions. Hap5B-a, a favored haplotype acquired during wheat polyploidization, may positively contribute to enhanced cold resistance in wheat. Based on the promoter activity analysis, the Hap5B-a promoter containing a TATA-box was more active than that of Hap5B-b without the TATA-box under low temperature. Our study provides valuable information indicating that the TaCOBL genes are associated with cold response in wheat.
Collapse
Affiliation(s)
- Fang-Fang Liu
- Crop Research Institute, Anhui Academy of Agricultural Sciences, Anhui Key Laboratory of Crop Quality Improvement, Hefei, 230031, China
| | - Ying-Xiu Wan
- Crop Research Institute, Anhui Academy of Agricultural Sciences, Anhui Key Laboratory of Crop Quality Improvement, Hefei, 230031, China
| | - Wen-Xin Cao
- Crop Research Institute, Anhui Academy of Agricultural Sciences, Anhui Key Laboratory of Crop Quality Improvement, Hefei, 230031, China
| | - Qi-Qi Zhang
- Crop Research Institute, Anhui Academy of Agricultural Sciences, Anhui Key Laboratory of Crop Quality Improvement, Hefei, 230031, China
| | - Yao Li
- Crop Research Institute, Anhui Academy of Agricultural Sciences, Anhui Key Laboratory of Crop Quality Improvement, Hefei, 230031, China
| | - Yan Li
- Crop Research Institute, Anhui Academy of Agricultural Sciences, Anhui Key Laboratory of Crop Quality Improvement, Hefei, 230031, China
| | - Ping-Zhi Zhang
- Crop Research Institute, Anhui Academy of Agricultural Sciences, Anhui Key Laboratory of Crop Quality Improvement, Hefei, 230031, China.
| | - Hong-Qi Si
- School of Agronomy, Anhui Agricultural University, Hefei, 230036, China.
| |
Collapse
|
8
|
Chirivì D, Betti C. Molecular Links between Flowering and Abiotic Stress Response: A Focus on Poaceae. PLANTS (BASEL, SWITZERLAND) 2023; 12:331. [PMID: 36679044 PMCID: PMC9866591 DOI: 10.3390/plants12020331] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 01/04/2023] [Accepted: 01/04/2023] [Indexed: 06/17/2023]
Abstract
Extreme temperatures, drought, salinity and soil pollution are the most common types of abiotic stresses crops can encounter in fields; these variations represent a general warning to plant productivity and survival, being more harmful when in combination. Plant response to such conditions involves the activation of several molecular mechanisms, starting from perception to signaling, transcriptional reprogramming and protein modifications. This can influence the plant's life cycle and development to different extents. Flowering developmental transition is very sensitive to environmental stresses, being critical to reproduction and to agricultural profitability for crops. The Poacee family contains some of the most widespread domesticated plants, such as wheat, barley and rice, which are commonly referred to as cereals and represent a primary food source. In cultivated Poaceae, stress-induced modifications of flowering time and development cause important yield losses by directly affecting seed production. At the molecular level, this reflects important changes in gene expression and protein activity. Here, we present a comprehensive overview on the latest research investigating the molecular pathways linking flowering control to osmotic and temperature extreme conditions in agronomically relevant monocotyledons. This aims to provide hints for biotechnological strategies that can ensure agricultural stability in ever-changing climatic conditions.
Collapse
|
9
|
Su H, Tan C, Liu Y, Chen X, Li X, Jones A, Zhu Y, Song Y. Physiology and Molecular Breeding in Sustaining Wheat Grain Setting and Quality under Spring Cold Stress. Int J Mol Sci 2022; 23:ijms232214099. [PMID: 36430598 PMCID: PMC9693015 DOI: 10.3390/ijms232214099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 11/10/2022] [Accepted: 11/12/2022] [Indexed: 11/17/2022] Open
Abstract
Spring cold stress (SCS) compromises the reproductive growth of wheat, being a major constraint in achieving high grain yield and quality in winter wheat. To sustain wheat productivity in SCS conditions, breeding cultivars conferring cold tolerance is key. In this review, we examine how grain setting and quality traits are affected by SCS, which may occur at the pre-anthesis stage. We have investigated the physiological and molecular mechanisms involved in floret and spikelet SCS tolerance. It includes the protective enzymes scavenging reactive oxygen species (ROS), hormonal adjustment, and carbohydrate metabolism. Lastly, we explored quantitative trait loci (QTLs) that regulate SCS for identifying candidate genes for breeding. The existing cultivars for SCS tolerance were primarily bred on agronomic and morphophysiological traits and lacked in molecular investigations. Therefore, breeding novel wheat cultivars based on QTLs and associated genes underlying the fundamental resistance mechanism is urgently needed to sustain grain setting and quality under SCS.
Collapse
Affiliation(s)
- Hui Su
- School of Agronomy, Anhui Agricultural University, Hefei 230036, China
| | - Cheng Tan
- School of Agronomy, Anhui Agricultural University, Hefei 230036, China
| | - Yonghua Liu
- School of Horticulture, Hainan University, Haikou 570228, China
| | - Xiang Chen
- School of Agronomy, Anhui Agricultural University, Hefei 230036, China
| | - Xinrui Li
- School of Agronomy, Anhui Agricultural University, Hefei 230036, China
| | - Ashley Jones
- Research School of Biology, The Australian National University, Canberra, ACT 2601, Australia
| | - Yulei Zhu
- School of Agronomy, Anhui Agricultural University, Hefei 230036, China
- Correspondence: (Y.Z.); (Y.S.)
| | - Youhong Song
- School of Agronomy, Anhui Agricultural University, Hefei 230036, China
- Centre for Crop Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Brisbane, QLD 4072, Australia
- Correspondence: (Y.Z.); (Y.S.)
| |
Collapse
|
10
|
Pan Y, Li Y, Liu Z, Zou J, Li Q. Computational genomics insights into cold acclimation in wheat. Front Genet 2022; 13:1015673. [PMID: 36338961 PMCID: PMC9632429 DOI: 10.3389/fgene.2022.1015673] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 10/03/2022] [Indexed: 11/13/2022] Open
Abstract
Development of cold acclimation in crops involves transcriptomic reprograming, metabolic shift, and physiological changes. Cold responses in transcriptome and lipid metabolism has been examined in separate studies for various crops. In this study, integrated computational approaches was employed to investigate the transcriptomics and lipidomics data associated with cold acclimation and vernalization in four wheat genotypes of distinct cold tolerance. Differential expression was investigated between cold treated and control samples and between the winter-habit and spring-habit wheat genotypes. Collectively, 12,676 differentially expressed genes (DEGs) were identified. Principal component analysis of these DEGs indicated that the first, second, and third principal components (PC1, PC2, and PC3) explained the variance in cold treatment, vernalization and cold hardiness, respectively. Differential expression feature extraction (DEFE) analysis revealed that the winter-habit wheat genotype Norstar had high number of unique DEGs (1884 up and 672 down) and 63 winter-habit genes, which were clearly distinctive from the 64 spring-habit genes based on PC1, PC2 and PC3. Correlation analysis revealed 64 cold hardy genes and 39 anti-hardy genes. Cold acclimation encompasses a wide spectrum of biological processes and the involved genes work cohesively as revealed through network propagation and collective association strength of local subnetworks. Integration of transcriptomics and lipidomics data revealed that the winter-habit genes, such as COR413-TM1, CIPKs and MYB20, together with the phosphatidylglycerol lipids, PG(34:3) and PG(36:6), played a pivotal role in cold acclimation and coordinated cohesively associated subnetworks to confer cold tolerance.
Collapse
Affiliation(s)
- Youlian Pan
- Digital Technologies, National Research Council Canada, Ottawa, ON, Canada
| | - Yifeng Li
- Digital Technologies, National Research Council Canada, Ottawa, ON, Canada
- Department of Computer Science, Department of Biological Science, Brock University, St. Catharines, ON, Canada
| | - Ziying Liu
- Digital Technologies, National Research Council Canada, Ottawa, ON, Canada
| | - Jitao Zou
- Aquatic and Crop Research and Development, National Research Council Canada, Saskatoon, SK, Canada
| | - Qiang Li
- Aquatic and Crop Research and Development, National Research Council Canada, Saskatoon, SK, Canada
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, Hubei, China
| |
Collapse
|
11
|
Mutations in Rht-B1 Locus May Negatively Affect Frost Tolerance in Bread Wheat. Int J Mol Sci 2022; 23:ijms23147969. [PMID: 35887316 PMCID: PMC9324540 DOI: 10.3390/ijms23147969] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/08/2022] [Accepted: 07/16/2022] [Indexed: 02/01/2023] Open
Abstract
The wheat semi-dwarfing genes Rht (Reduced height) are widely distributed among the contemporary wheat varieties. These genes also exert pleiotropic effects on plant tolerance towards various abiotic stressors. In this work, frost tolerance was studied in three near-isogenic lines of the facultative variety ‘April Bearded’ (AB), carrying the wild type allele Rht-B1a (tall phenotype), and the mutant alleles Rht-B1b (semi-dwarf) and Rht-B1c (dwarf), and was further compared with the tolerance of a typical winter type variety, ‘Mv Beres’. The level of freezing tolerance was decreasing in the order ‘Mv Beres’ > AB Rht-B1a > AB Rht-B1b > AB Rht-B1c. To explain the observed differences, cold acclimation-related processes were studied: the expression of six cold-related genes, the phenylpropanoid pathway, carbohydrates, amino acids, polyamines and compounds in the tricarboxylic acid cycle. To achieve this, a comprehensive approach was applied, involving targeted analyses and untargeted metabolomics screening with the help of gas chromatography/liquid chromatography—mass spectrometry setups. Several cold-related processes exhibited similar changes in these genotypes; indeed, the accumulation of eight putrescine and agmatine derivatives, 17 flavones and numerous oligosaccharides (max. degree of polymerization 18) was associated with the level of freezing tolerance in the ‘April Bearded’ lines. In summary, the mutant Rht alleles may further decrease the generally low frost tolerance of the Rht-B1a, and, based on the metabolomics study, the mechanisms of frost tolerance may differ for a typical winter variety and a facultative variety. Present results point to the complex nature of frost resistance.
Collapse
|
12
|
Zhang H, Xue X, Guo J, Huang Y, Dai X, Li T, Hu J, Qu Y, Yu L, Mai C, Liu H, Yang L, Zhou Y, Li H. Association of the Recessive Allele vrn-D1 With Winter Frost Tolerance in Bread Wheat. FRONTIERS IN PLANT SCIENCE 2022; 13:879768. [PMID: 35734247 PMCID: PMC9207342 DOI: 10.3389/fpls.2022.879768] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 05/09/2022] [Indexed: 06/15/2023]
Abstract
Winter frost has been considered the primary limiting factor in wheat production. Shimai 12 is an elite wheat cultivar grown in central and southern Hebei province of China, but sensitive to winter frost. In this study, the winter frost tolerant cultivar Lunxuan 103 was bred by introducing the recessive allele vrn-D1 from winter wheat Shijiazhuang 8 (frost tolerance) into Shimai 12 using marker-assisted selection (MAS). Different from Shimai 12, Lunxuan 103 exhibited a winter growth habit with strong winter frost tolerance. In the Shimai 12 × Shijiazhuang 8 population, the winter progenies (vrn-D1vrn-D1) had significantly lower winter-killed seedling/tiller rates than spring progenies (Vrn-D1aVrn-D1a), and the consistent result was observed in an association population. Winter frost damage caused a significant decrease in grain yield and spike number/m2 in Shimai 12, but not in Lunxuan 103 and Shijiazhuang 8. The time-course expression analysis showed that the transcript accumulation levels of the cold-responsive genes were higher in Lunxuan 103 and Shijiazhuang 8 than in Shimai 12. Lunxuan 103 possessed the same alleles as its parents in the loci for plant height, vernalization, and photoperiod, except for the vernalization gene Vrn-D1. An analysis of genomic composition showed that the two parents contributed similar proportions of genetic compositions to Lunxuan 103. This study provides an example of the improvement of winter frost tolerance by introducing the recessive vernalization gene in bread wheat.
Collapse
Affiliation(s)
- Hongjun Zhang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Research Center of Crop Molecular Breeding, Beijing, China
| | - Xinhui Xue
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Research Center of Crop Molecular Breeding, Beijing, China
- College of Life Sciences, Shanxi University, Taiyuan, China
| | - Jie Guo
- College of Agriculture, Shanxi Agricultural University, Jinzhong, China
| | - Yiwen Huang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Research Center of Crop Molecular Breeding, Beijing, China
| | - Xuran Dai
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Research Center of Crop Molecular Breeding, Beijing, China
- College of Agronomy and Biotechnology, Hebei Normal University of Science and Technology, Qinhuangdao, China
| | - Teng Li
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Research Center of Crop Molecular Breeding, Beijing, China
| | - Jinghuang Hu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Research Center of Crop Molecular Breeding, Beijing, China
| | - Yunfeng Qu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Research Center of Crop Molecular Breeding, Beijing, China
| | - Liqiang Yu
- Zhaoxian Experiment Station, Shijiazhuang Academy of Agricultural and Forestry Sciences, Shijiazhuang, China
| | - Chunyan Mai
- Xinxiang Innovation Center for Breeding Technology of Dwarf-Male-Sterile Wheat, Xinxiang, China
| | - Hongwei Liu
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Research Center of Crop Molecular Breeding, Beijing, China
| | - Li Yang
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Research Center of Crop Molecular Breeding, Beijing, China
| | - Yang Zhou
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Research Center of Crop Molecular Breeding, Beijing, China
| | - Hongjie Li
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, National Engineering Research Center of Crop Molecular Breeding, Beijing, China
| |
Collapse
|
13
|
Association mapping of autumn-seeded rye (Secale cereale L.) reveals genetic linkages between genes controlling winter hardiness and plant development. Sci Rep 2022; 12:5793. [PMID: 35388069 PMCID: PMC8986816 DOI: 10.1038/s41598-022-09582-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 03/25/2022] [Indexed: 12/23/2022] Open
Abstract
Winter field survival (WFS) in autumn-seeded winter cereals is a complex trait associated with low temperature tolerance (LTT), prostrate growth habit (PGH), and final leaf number (FLN). WFS and the three sub-traits were analyzed by a genome-wide association study of 96 rye (Secale cereal L.) genotypes of different origins and winter-hardiness levels. A total of 10,244 single nucleotide polymorphism (SNP) markers were identified by genotyping by sequencing and 259 marker-trait-associations (MTAs; p < 0.01) were revealed by association mapping. The ten most significant SNPs (p < 1.49e−04) associated with WFS corresponded to nine strong candidate genes: Inducer of CBF Expression 1 (ICE1), Cold-regulated 413-Plasma Membrane Protein 1 (COR413-PM1), Ice Recrystallization Inhibition Protein 1 (IRIP1), Jasmonate-resistant 1 (JAR1), BIPP2C1-like protein phosphatase, Chloroplast Unusual Positioning Protein-1 (CHUP1), FRIGIDA-like 4 (FRL4-like) protein, Chalcone Synthase 2 (CHS2), and Phenylalanine Ammonia-lyase 8 (PAL8). Seven of the candidate genes were also significant for one or several of the sub-traits supporting the hypothesis that WFS, LTT, FLN, and PGH are genetically interlinked. The winter-hardy rye genotypes generally carried additional allele variants for the strong candidate genes, which suggested allele diversity was a major contributor to cold acclimation efficiency and consistent high WFS under varying field conditions.
Collapse
|
14
|
Abstract
Winter wheat growing areas in the Northern hemisphere are regularly exposed to heavy frost. Due to the negative impact on yield, the identification of genetic factors controlling frost tolerance (FroT) and development of tools for breeding is of prime importance. Here, we detected QTL associated with FroT by genome wide association studies (GWAS) using a diverse panel of 276 winter wheat genotypes that was phenotyped at five locations in Germany and Russia in three years. The panel was genotyped using the 90 K iSelect array and SNPs in FroT candidate genes. In total, 17,566 SNPs were used for GWAS resulting in the identification of 53 markers significantly associated (LOD ≥ 4) to FroT, corresponding to 23 QTL regions located on 11 chromosomes (1A, 1B, 2A, 2B, 2D, 3A, 3D, 4A, 5A, 5B and 7D). The strongest QTL effect confirmed the importance of chromosome 5A for FroT. In addition, to our best knowledge, eight FroT QTLs were discovered for the first time in this study comprising one QTL on chromosomes 3A, 3D, 4A, 7D and two on chromosomes 1B and 2D. Identification of novel FroT candidate genes will help to better understand the FroT mechanism in wheat and to develop more effective combating strategies.
Collapse
|
15
|
Bahrani H, Båga M, Larsen J, Graf RJ, Laroche A, Chibbar RN. The Relationships between Plant Developmental Traits and Winter Field Survival in Rye (Secale cereale L.). PLANTS 2021; 10:plants10112455. [PMID: 34834817 PMCID: PMC8625450 DOI: 10.3390/plants10112455] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 11/09/2021] [Accepted: 11/09/2021] [Indexed: 11/17/2022]
Abstract
Overwintering cereals accumulate low temperature tolerance (LTT) during cold acclimation in the autumn. Simultaneously, the plants adjust to the colder season by making developmental changes at the shoot apical meristem. These processes lead to higher winter hardiness in winter rye varieties (Secale cereale L.) adapted to Northern latitudes as compared to other cereal crops. To dissect the winter-hardiness trait in rye, a panel of 96 genotypes of different origins and growth habits was assessed for winter field survival (WFS), LTT, and six developmental traits. Best Linear Unbiased Estimates for WFS determined from five field trials correlated strongly with LTT (r = 0.90, p < 0.001); thus, cold acclimation efficiency was the major contributor to WFS. WFS also correlated strongly (p < 0.001) with final leaf number (r = 0.80), prostrate growth habit (r = 0.61), plant height (r = 0.34), but showed weaker associations with top internode length (r = 0.30, p < 0.01) and days to anthesis (r = 0.25, p < 0.05). The heritability estimates (h2) for WFS-associated traits ranged from 0.45 (prostrate growth habit) to 0.81 (final leaf number) and were overall higher than for WFS (h2 = 0.48). All developmental traits associated with WFS and LTT are postulated to be regulated by phytohormone levels at shoot apical meristem.
Collapse
Affiliation(s)
- Hirbod Bahrani
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, SK S7N 5A8, Canada; (H.B.); (M.B.)
| | - Monica Båga
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, SK S7N 5A8, Canada; (H.B.); (M.B.)
| | - Jamie Larsen
- Harrow Research and Development Centre, Agriculture and Agri-Food Canada, Harrow, ON N0R 1G0, Canada;
| | - Robert J. Graf
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, AB T1J 4B1, Canada; (R.J.G.); (A.L.)
| | - Andre Laroche
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, AB T1J 4B1, Canada; (R.J.G.); (A.L.)
| | - Ravindra N. Chibbar
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, SK S7N 5A8, Canada; (H.B.); (M.B.)
- Correspondence:
| |
Collapse
|
16
|
Wąsek I, Dyda M, Gołębiowska G, Tyrka M, Rapacz M, Szechyńska-Hebda M, Wędzony M. Quantitative trait loci and candidate genes associated with freezing tolerance of winter triticale (× Triticosecale Wittmack). J Appl Genet 2021; 63:15-33. [PMID: 34491554 PMCID: PMC8755666 DOI: 10.1007/s13353-021-00660-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 08/08/2021] [Accepted: 08/24/2021] [Indexed: 11/25/2022]
Abstract
Freezing tolerance of triticale is a major trait contributing to its winter hardiness. The identification of genomic regions — quantitative trait loci (QTL) and molecular markers associated with freezing tolerance in winter hexaploid triticale — was the aim of this study. For that purpose, a new genetic linkage map was developed for the population of 92 doubled haploid lines derived from ‘Hewo’ × ‘Magnat’ F1 hybrid. Those lines, together with parents were subjected to freezing tolerance test three times during two winter seasons. Plants were grown and cold-hardened under natural fall/winter conditions and then subjected to freezing in controlled conditions. Freezing tolerance was assessed as the plants recovery (REC), the electrolyte leakage (EL) from leaves and chlorophyll fluorescence parameters (JIP) after freezing. Three consistent QTL for several fluorescence parameters, electrolyte leakage, and the percentage of the survived plants were identified with composite interval mapping (CIM) and single marker analysis (SMA). The first locus Qfr.hm-7A.1 explained 9% of variation of both electrolyte leakage and plants recovery after freezing. Two QTL explaining up to 12% of variation in plants recovery and shared by selected chlorophyll fluorescence parameters were found on 4R and 5R chromosomes. Finally, main locus Qchl.hm-5A.1 was detected for chlorophyll fluorescence parameters that explained up to 19.6% of phenotypic variation. The co-located QTL on chromosomes 7A.1, 4R and 5R, clearly indicated physiological and genetic relationship of the plant survival after freezing with the ability to maintain optimal photochemical activity of the photosystem II and preservation of the cell membranes integrity. The genes located in silico within the identified QTL include those encoding BTR1-like protein, transmembrane helix proteins like potassium channel, and phosphoric ester hydrolase involved in response to osmotic stress as well as proteins involved in the regulation of the gene expression, chloroplast RNA processing, and pyrimidine salvage pathway. Additionally, our results confirm that the JIP test is a valuable tool to evaluate freezing tolerance of triticale under unstable winter environments.
Collapse
Affiliation(s)
- I Wąsek
- Institute of Biology, Pedagogical University of Cracow, Podchorążych 2, 30-084, Kraków, Poland
| | - M Dyda
- Institute of Biology, Pedagogical University of Cracow, Podchorążych 2, 30-084, Kraków, Poland
| | - G Gołębiowska
- Institute of Biology, Pedagogical University of Cracow, Podchorążych 2, 30-084, Kraków, Poland.
| | - M Tyrka
- Department of Biotechnology and Bioinformatics, Faculty of Chemistry, Rzeszow University of Technology, Powstańców Warszawy 6, 35-959, Rzeszow, Poland
| | - M Rapacz
- Department of Plant Breeding, Physiology and Seed Science, University of Agriculture in Kraków, Podłużna 3, 30-239, Krakow, Poland
| | - M Szechyńska-Hebda
- Plant Breeding and Acclimatization Institute, National Research Institute, 05-870, Radzików, Błonie, Poland.,The Franciszek Górski Institute of Plant Physiology, Polish Academy of Sciences, Krakow, Poland
| | - M Wędzony
- Institute of Biology, Pedagogical University of Cracow, Podchorążych 2, 30-084, Kraków, Poland
| |
Collapse
|
17
|
Stockinger EJ. The Breeding of Winter-Hardy Malting Barley. PLANTS 2021; 10:plants10071415. [PMID: 34371618 PMCID: PMC8309344 DOI: 10.3390/plants10071415] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 07/05/2021] [Accepted: 07/06/2021] [Indexed: 12/20/2022]
Abstract
In breeding winter malting barley, one recurring strategy is to cross a current preferred spring malting barley to a winter barley. This is because spring malting barleys have the greatest amalgamation of trait qualities desirable for malting and brewing. Spring barley breeding programs can also cycle their material through numerous generations each year-some managing even six-which greatly accelerates combining desirable alleles to generate new lines. In a winter barley breeding program, a single generation per year is the limit when the field environment is used and about two generations per year if vernalization and greenhouse facilities are used. However, crossing the current favored spring malting barley to a winter barley may have its downsides, as winter-hardiness too may be an amalgamation of desirable alleles assembled together that confers the capacity for prolonged cold temperature conditions. In this review I touch on some general criteria that give a variety the distinction of being a malting barley and some of the general trends made in the breeding of spring malting barleys. But the main objective of this review is to pull together different aspects of what we know about winter-hardiness from the seemingly most essential aspect, which is survival in the field, to molecular genetics and gene regulation, and then finish with ideas that might help further our insight for predictability purposes.
Collapse
Affiliation(s)
- Eric J Stockinger
- Ohio Agricultural Research and Development Center (OARDC), Department of Horticulture and Crop Science, The Ohio State University, Wooster, OH 44691, USA
| |
Collapse
|
18
|
Fernández-Calleja M, Casas AM, Igartua E. Major flowering time genes of barley: allelic diversity, effects, and comparison with wheat. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2021; 134:1867-1897. [PMID: 33969431 PMCID: PMC8263424 DOI: 10.1007/s00122-021-03824-z] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 03/24/2021] [Indexed: 05/10/2023]
Abstract
This review summarizes the allelic series, effects, interactions between genes and with the environment, for the major flowering time genes that drive phenological adaptation of barley. The optimization of phenology is a major goal of plant breeding addressing the production of high-yielding varieties adapted to changing climatic conditions. Flowering time in cereals is regulated by genetic networks that respond predominately to day length and temperature. Allelic diversity at these genes is at the basis of barley wide adaptation. Detailed knowledge of their effects, and genetic and environmental interactions will facilitate plant breeders manipulating flowering time in cereal germplasm enhancement, by exploiting appropriate gene combinations. This review describes a catalogue of alleles found in QTL studies by barley geneticists, corresponding to the genetic diversity at major flowering time genes, the main drivers of barley phenological adaptation: VRN-H1 (HvBM5A), VRN-H2 (HvZCCTa-c), VRN-H3 (HvFT1), PPD-H1 (HvPRR37), PPD-H2 (HvFT3), and eam6/eps2 (HvCEN). For each gene, allelic series, size and direction of QTL effects, interactions between genes and with the environment are presented. Pleiotropic effects on agronomically important traits such as grain yield are also discussed. The review includes brief comments on additional genes with large effects on phenology that became relevant in modern barley breeding. The parallelisms between flowering time allelic variation between the two most cultivated Triticeae species (barley and wheat) are also outlined. This work is mostly based on previously published data, although we added some new data and hypothesis supported by a number of studies. This review shows the wide variety of allelic effects that provide enormous plasticity in barley flowering behavior, which opens new avenues to breeders for fine-tuning phenology of the barley crop.
Collapse
Affiliation(s)
- Miriam Fernández-Calleja
- Department of Genetics and Plant Production, Aula Dei Experimental Station, EEAD-CSIC, Avenida Montañana, 1005, 50059, Zaragoza, Spain
| | - Ana M Casas
- Department of Genetics and Plant Production, Aula Dei Experimental Station, EEAD-CSIC, Avenida Montañana, 1005, 50059, Zaragoza, Spain
| | - Ernesto Igartua
- Department of Genetics and Plant Production, Aula Dei Experimental Station, EEAD-CSIC, Avenida Montañana, 1005, 50059, Zaragoza, Spain.
| |
Collapse
|
19
|
Kosová K, Klíma M, Prášil IT, Vítámvás P. COR/LEA Proteins as Indicators of Frost Tolerance in Triticeae: A Comparison of Controlled versus Field Conditions. PLANTS 2021; 10:plants10040789. [PMID: 33923804 PMCID: PMC8073581 DOI: 10.3390/plants10040789] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 04/07/2021] [Accepted: 04/13/2021] [Indexed: 12/11/2022]
Abstract
Low temperatures in the autumn induce enhanced expression/relative accumulation of several cold-inducible transcripts/proteins with protective functions from Late-embryogenesis-abundant (LEA) superfamily including dehydrins. Several studies dealing with plants grown under controlled conditions revealed a correlation (significant quantitative relationship) between dehydrin transcript/protein relative accumulation and plant frost tolerance. However, to apply these results in breeding, field experiments are necessary. The aim of the review is to provide a summary of the studies dealing with the relationships between plant acquired frost tolerance and COR/LEA transcripts/proteins relative accumulation in cereals grown in controlled and field conditions. The impacts of cold acclimation and vernalisation processes on the ability of winter-type Triticeae to accumulate COR/LEA proteins are discussed. The factors determining dehydrin relative accumulation under controlled cold acclimation treatments versus field trials during winter seasons are discussed. In conclusion, it can be stated that dehydrins could be used as suitable indicators of winter survival in field-grown winter cereals but only in plant prior to the fulfilment of vernalisation requirement.
Collapse
|
20
|
Mayer BF, Charron J. Transcriptional memories mediate the plasticity of cold stress responses to enable morphological acclimation in Brachypodium distachyon. THE NEW PHYTOLOGIST 2021; 229:1615-1634. [PMID: 32966623 PMCID: PMC7820978 DOI: 10.1111/nph.16945] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 09/04/2020] [Indexed: 05/03/2023]
Abstract
Plants that successfully acclimate to stress can resume growth under stressful conditions. The grass Brachypodium distachyon can grow a cold-adaptive morphology during cold acclimation. Studies on transcriptional memory (TM) have revealed that plants can be primed for stress by adjusting their transcriptional responses, but the function of TM in stress acclimation is not well understood. We investigated the function of TM during cold acclimation in B. distachyon. Quantitative polymerase chain reaction (qPCR), RNA-seq and chromatin immunoprecipitation qPCR analyses were performed on plants exposed to repeated episodes of cold to characterize the presence and stability of TM during the stress and growth responses of cold acclimation. Transcriptional memory mainly dampened stress responses as growth resumed and as B. distachyon became habituated to cold stress. Although permanent on vernalization gene VRN1, TMs were short-term and reversible on cold-stress genes. Growing under cold conditions also coincided with the acquisition of new and targeted cold-induced transcriptional responses. Overall, TM provided plasticity to cold stress responses during cold acclimation in B. distachyon, leading to stress habituation, acquired stress responses, and resumed growth. Our study shows that chromatin-associated TMs are involved in tuning plant responses to environmental change and, as such, regulate both stress and developmental components that characterize cold-climate adaptation in B. distachyon.
Collapse
Affiliation(s)
- Boris F. Mayer
- Department of Plant ScienceMcGill University21, 111 LakeshoreSainte‐Anne‐de‐BellevueCanada
| | - Jean‐Benoit Charron
- Department of Plant ScienceMcGill University21, 111 LakeshoreSainte‐Anne‐de‐BellevueCanada
| |
Collapse
|
21
|
Ferrante A, Cullis BR, Smith AB, Able JA. A Multi-Environment Trial Analysis of Frost Susceptibility in Wheat and Barley Under Australian Frost-Prone Field Conditions. FRONTIERS IN PLANT SCIENCE 2021; 12:722637. [PMID: 34490019 PMCID: PMC8417324 DOI: 10.3389/fpls.2021.722637] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 07/16/2021] [Indexed: 05/22/2023]
Abstract
Low temperatures during the flowering period of cereals can lead to floret sterility, yield reduction, and economic losses in Australian crops. In order to breed for improved frost susceptibility, selection methods are urgently required to identify novel sources of frost tolerant germplasm. However, the presence of genotype by environment interactions (i.e. variety responses to a change in environment) is a major constraint to select the most appropriate varieties in any given target environment. An advanced method of analysis for multi-environment trials that includes factor analytic selection tools to summarize overall performance and stability to a specific trait across the environments could deliver useful information to guide growers and plant breeding programs in providing the most appropriate decision making-strategy. In this study, the updated selection tools approached in this multi-environment trials (MET) analysis have allowed variety comparisons with similar frost susceptibility but which have a different response to changes in the environment or vice versa. This MET analysis included a wide range of sowing dates grown at multiple locations from 2010 to 2019, respectively. These results, as far as we are aware, show for the first-time genotypic differences to frost damage through a MET analysis by phenotyping a vast number of accurate empirical measurements that reached in excess of 557,000 spikes. This has resulted in a substantial number of experimental units (10,317 and 5,563 in wheat and barley, respectively) across a wide range of sowing times grown at multiple locations from 2010 to 2019. Varieties with low frost overall performance (OP) and low frost stability (root mean square deviation -RMSD) were less frost susceptible, with performance more consistent across all environments, while varieties with low OP and high RMSD were adapted to specific environmental conditions.
Collapse
Affiliation(s)
- Ariel Ferrante
- School of Agriculture, Food and Wine, Waite Research Institute, The University of Adelaide, Urrbrae, SA, Australia
- *Correspondence: Ariel Ferrante,
| | - Brian R. Cullis
- Centre for Biometrics and Data Science for Sustainable Primary Industries, National Institute for Applied Statistics Research Australia (NIARSA), School of Mathematics and Applied Statistics, Faculty of Engineering & Information Sciences, University of Wollongong, NSW, Australia
| | - Alison B. Smith
- Centre for Biometrics and Data Science for Sustainable Primary Industries, National Institute for Applied Statistics Research Australia (NIARSA), School of Mathematics and Applied Statistics, Faculty of Engineering & Information Sciences, University of Wollongong, NSW, Australia
| | - Jason A. Able
- School of Agriculture, Food and Wine, Waite Research Institute, The University of Adelaide, Urrbrae, SA, Australia
| |
Collapse
|
22
|
Song H, Kim H, Hwang BH, Yi H, Hur Y. Natural variation in glycine-rich region of Brassica oleracea cold shock domain protein 5 (BoCSDP5) is associated with low temperature tolerance. Genes Genomics 2020; 42:1407-1417. [PMID: 33094377 DOI: 10.1007/s13258-020-01010-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 10/07/2020] [Indexed: 12/19/2022]
Abstract
BACKGROUND Low temperature (LT) or cold stress is a major environmental stress that seriously affects plant growth and development, limiting crop productivity. Cold shock domain proteins (CSDPs), which are present in most living organism, are involved in RNA metabolisms influencing abiotic stress tolerance. OBJECTIVE The aims of this study are to identify target gene for LT-tolerance, like CSDPs, characterize genetics, and develop molecular marker distinguishing LT-tolerance in cabbage (Brassica oleracea var. capitata). METHODS Semi-quantitative RT-PCR or qRT-PCR was used in gene expression study. LT-tolerance was determined by electrolyte leakage and PCR with allelic specific primers. RESULTS Allelic variation was found in BoCSDP5 coding sequence (CDs) between LT-tolerant (BN106 and BN553) and -susceptible inbred lines (BN107 and BN554). LT-tolerant inbred lines contained variant type of BoCSDP5 (named as BoCSDP5v) which encodes extra CCHC zinc finger domain at C-terminus. Association of LT-tolerance with BoCSDP5v was confirmed by electrolyte leakage and segregation using genetic population derived from BN553 and BN554 cross. Allelic variation in BoCSDP5 gene does not influence the rate of gene expression, but produces different proteins with different number of CCHC zinc finger domains. LT-tolerance marker designed on the basis of polymorphism between BoCSDP5 and BoCSDP5v was confirmed with samples used in previous B. oleracea CIRCADIAN CLOCK ASSOCIATED 1 (BoCCA1) marker validation. CONCLUSIONS LT-tolerant allele (BoCSDP5v) is dominant and independent of CBF pathway, and sufficient to generate molecular markers to identify LT-tolerant cabbage when it is used in combination with another marker, like BoCCA1-derived one. Production and analysis of overexpressing plants of BoCSDP1, BoCSDP3, BoCSDP5 and BoCSDP5v will be required for elucidating the function of CCHC zinc finger domains in LT-tolerance.
Collapse
Affiliation(s)
- Hayoung Song
- Department of Biological Sciences, College of Biological Science and Biotechnology, Chungnam National University, Daejeon, 34134, Republic of Korea
| | - HyeRan Kim
- Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon, 34141, Republic of Korea
| | - Byung-Ho Hwang
- Biotechnology and Breeding Institute of Asia Seed Co., Icheon-si, Gyeonggi-do, 17414, Republic of Korea
| | - Hankuil Yi
- Department of Biological Sciences, College of Biological Science and Biotechnology, Chungnam National University, Daejeon, 34134, Republic of Korea.
| | - Yoonkang Hur
- Department of Biological Sciences, College of Biological Science and Biotechnology, Chungnam National University, Daejeon, 34134, Republic of Korea.
| |
Collapse
|
23
|
Li Y, Xiong H, Guo H, Zhou C, Xie Y, Zhao L, Gu J, Zhao S, Ding Y, Liu L. Identification of the vernalization gene VRN-B1 responsible for heading date variation by QTL mapping using a RIL population in wheat. BMC PLANT BIOLOGY 2020; 20:331. [PMID: 32660420 PMCID: PMC7359472 DOI: 10.1186/s12870-020-02539-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Accepted: 07/05/2020] [Indexed: 05/20/2023]
Abstract
BACKGROUND Heading time is one of the most important agronomic traits in wheat, as it largely affects both adaptation to different agro-ecological conditions and yield potential. Identification of genes underlying the regulation of wheat heading and the development of diagnostic markers could facilitate our understanding of genetic control of this process. RESULTS In this study, we developed 400 recombinant inbred lines (RILs) by crossing a γ-ray-induced early heading mutant (eh1) with the late heading cultivar, Lunxuan987. Bulked Segregant Analysis (BSA) of both RNA and DNA pools consisting of various RILs detected a quantitative trait loci (QTL) for heading date located on chromosomes 5B, and further genetic linkage analysis limited the QTL to a 3.31 cM region. We then identified a large deletion in the first intron of the vernalization gene VRN-B1 in eh1, and showed it was associated with the heading phenotype in the RIL population. However, it is not the mutation loci that resulted in early heading phonotype in the mutant compared to that of wildtype. RNA-seq analysis suggested that Vrn-B3 and several newly discovered genes, including beta-amylase 1 (BMY1) and anther-specific protein (RTS), were highly expressed in both the mutant and early heading pool with the dominant Vrn-B1 genotype compared to that of Lunxuan987 and late heading pool. Enrichment analysis of differentially expressed genes (DEGs) identified several key pathways previously reported to be associated with flowering, including fatty acid elongation, starch and sucrose metabolism, and flavonoid biosynthesis. CONCLUSION The development of new markers for Vrn-B1 in this study supplies an alternative solution for marker-assisted breeding to optimize heading time in wheat and the DEGs analysis provides basic information for VRN-B1 regulation study.
Collapse
Affiliation(s)
- Yuting Li
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences/National Engineering Laboratory for 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 for Crop Molecular Breeding, National Center of Space Mutagenesis for Crop Improvement, Beijing, China
| | - Huijun Guo
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences/National Engineering Laboratory for Crop Molecular Breeding, National Center of Space Mutagenesis for Crop Improvement, Beijing, China
| | - Chunyun Zhou
- Institute of Crop Sciences, Chinese Academy of Agricultural Sciences/National Engineering Laboratory for 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 for 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 for 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 for 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 for 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 for 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 for Crop Molecular Breeding, National Center of Space Mutagenesis for Crop Improvement, Beijing, China.
| |
Collapse
|
24
|
Mayer BF, Bertrand A, Charron JB. Treatment Analogous to Seasonal Change Demonstrates the Integration of Cold Responses in Brachypodium distachyon. PLANT PHYSIOLOGY 2020; 182:1022-1038. [PMID: 31843801 PMCID: PMC6997686 DOI: 10.1104/pp.19.01195] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Accepted: 11/29/2019] [Indexed: 05/20/2023]
Abstract
Anthropogenic climate change precipitates the need to understand plant adaptation. Crucial in temperate climates, adaptation to winter is characterized by cold acclimation and vernalization, which respectively lead to freezing tolerance and flowering competence. However, the progression of these responses during fall and their interaction with plant development are not completely understood. By identifying key seasonal cues found in the native range of the cereal model Brachypodium distachyon, we designed a diurnal-freezing treatment (DF) that emulates summer-to-winter change. DF induced unique cold acclimation and vernalization responses characterized by low VERNALIZATION1 (VRN1) expression. Flowering under DF is characterized by an up-regulation of FLOWERING LOCUS T (FT) postvernalization independent of VRN1 expression. DF, while conferring flowering competence, favors a high tolerance to freezing and the development of a winter-hardy plant structure. The findings of this study highlight the contribution of phenotypic plasticity to freezing tolerance and demonstrate the integration of key morphological, physiological, and molecular responses in cold adaptation. The results suggest a fundamental role for VRN1 in regulating cold acclimation, vernalization, and morphological development in B. distachyon This study also establishes the usefulness of reproducing natural cues in laboratory settings.
Collapse
Affiliation(s)
- Boris F Mayer
- McGill University, Department of Plant Science, 21,111 Lakeshore, Sainte-Anne-de-Bellevue, Quebec H9X 3V9, Canada
| | - Annick Bertrand
- Agriculture and Agri-food Canada, Québec Research and Development Centre, 2560 Hochelaga Boulevard, Quebec G1V 2J3, Canada
| | - Jean-Benoit Charron
- McGill University, Department of Plant Science, 21,111 Lakeshore, Sainte-Anne-de-Bellevue, Quebec H9X 3V9, Canada
| |
Collapse
|
25
|
Muñoz-Amatriaín M, Hernandez J, Herb D, Baenziger PS, Bochard AM, Capettini F, Casas A, Cuesta-Marcos A, Einfeldt C, Fisk S, Genty A, Helgerson L, Herz M, Hu G, Igartua E, Karsai I, Nakamura T, Sato K, Smith K, Stockinger E, Thomas W, Hayes P. Perspectives on Low Temperature Tolerance and Vernalization Sensitivity in Barley: Prospects for Facultative Growth Habit. FRONTIERS IN PLANT SCIENCE 2020; 11:585927. [PMID: 33469459 PMCID: PMC7814503 DOI: 10.3389/fpls.2020.585927] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 10/01/2020] [Indexed: 05/13/2023]
Abstract
One option to achieving greater resiliency for barley production in the face of climate change is to explore the potential of winter and facultative growth habits: for both types, low temperature tolerance (LTT) and vernalization sensitivity are key traits. Sensitivity to short-day photoperiod is a desirable attribute for facultative types. In order to broaden our understanding of the genetics of these phenotypes, we mapped quantitative trait loci (QTLs) and identified candidate genes using a genome-wide association studies (GWAS) panel composed of 882 barley accessions that was genotyped with the Illumina 9K single-nucleotide polymorphism (SNP) chip. Fifteen loci including 5 known and 10 novel QTL/genes were identified for LTT-assessed as winter survival in 10 field tests and mapped using a GWAS meta-analysis. FR-H1, FR-H2, and FR-H3 were major drivers of LTT, and candidate genes were identified for FR-H3. The principal determinants of vernalization sensitivity were VRN-H1, VRN-H2, and PPD-H1. VRN-H2 deletions conferred insensitive or intermediate sensitivity to vernalization. A subset of accessions with maximum LTT were identified as a resource for allele mining and further characterization. Facultative types comprised a small portion of the GWAS panel but may be useful for developing germplasm with this growth habit.
Collapse
Affiliation(s)
- María Muñoz-Amatriaín
- Department of Soil and Crop Sciences, Colorado State University, Fort Collins, CO, United States
- *Correspondence: María Muñoz-Amatriaín,
| | - Javier Hernandez
- Department of Crop and Soil Science, Oregon State University, Corvallis, OR, United States
- Javier Hernandez,
| | - Dustin Herb
- Department of Crop and Soil Science, Oregon State University, Corvallis, OR, United States
| | - P. Stephen Baenziger
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States
| | | | - Flavio Capettini
- Field Crop Development Centre, Alberta Agriculture and Forestry, Lacombe, AB, Canada
| | - Ana Casas
- Consejo Superior de Investigaciones Científicas (CSIC), Aula Dei Experimental Station, Zaragoza, Spain
| | | | | | - Scott Fisk
- Department of Crop and Soil Science, Oregon State University, Corvallis, OR, United States
| | - Amelie Genty
- Secobra Recherches, Centre de Bois Henry, Maule, France
| | - Laura Helgerson
- Department of Crop and Soil Science, Oregon State University, Corvallis, OR, United States
| | - Markus Herz
- Bavarian State Research Center for Agriculture, Institute for Crop Science, Freising, Germany
| | - Gongshe Hu
- United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Aberdeen, ID, United States
| | - Ernesto Igartua
- Consejo Superior de Investigaciones Científicas (CSIC), Aula Dei Experimental Station, Zaragoza, Spain
| | - Ildiko Karsai
- Department of Molecular Breeding, Center for Agricultural Research, Martonvásár, Hungary
| | - Toshiki Nakamura
- Division of Field Crops and Horticulture Research Tohoku Agricultural Research Center National Agriculture and Food Research Organization (NARO), Morioka, Japan
| | - Kazuhiro Sato
- Institute of Plant Science and Resources, Okayama University, Kurashiki, Japan
| | - Kevin Smith
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, United States
| | - Eric Stockinger
- Department of Horticulture and Crop Science, The Ohio State University/Ohio Agricultural Research and Development Center (OARDC), Wooster, OH, United States
| | - William Thomas
- The James Hutton Institute (JHI), Invergowrie, United Kingdom
| | - Patrick Hayes
- Department of Crop and Soil Science, Oregon State University, Corvallis, OR, United States
| |
Collapse
|
26
|
Mareri L, Milc J, Laviano L, Buti M, Vautrin S, Cauet S, Mascagni F, Natali L, Cavallini A, Bergès H, Pecchioni N, Francia E. Influence of CNV on transcript levels of HvCBF genes at Fr-H2 locus revealed by resequencing in resistant barley cv. 'Nure' and expression analysis. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2020; 290:110305. [PMID: 31779917 DOI: 10.1016/j.plantsci.2019.110305] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 09/18/2019] [Accepted: 10/10/2019] [Indexed: 06/10/2023]
Abstract
Resequencing in resistant cultivar 'Nure' and structural comparison with the same region of susceptible 'Morex' was performed in order to gain a better insight into barley Frost-resistance-H2 locus. Accurate annotation showed copy number variation (CNV) in the proximal part of the locus. In 'Nure', two exact copies of the HvCBF4-HvCBF2A region and one of the HvCBF4-HvCBF2B segment were observed, while in 'Morex' the corresponding region harboured a single HvCBF4-HvCBF2A (22 kb) segment. Abundance and diversity of repetitive element classes, gene function gain/losses, regulatory motifs and SNPs in gene sequences were identified. An expression study of key HvCBFs with/without CNV on selected genotypes contrasting for frost resistance and estimated HvCBF4-HvCBF2B copy number (2-10 copies) was also performed. Under light stimulus at warm temperature (23 °C), CNV of HvCBF2A and HvCBF4 correlated with their expression levels and reported frost resistance of genotypes; moreover, expression levels of HvCBF2A and HvCBF14 were strongly correlated (r = 0.908, p < 0.01). On the other hand, frost resistance correlated to HvCBF14 expression (r = 0.871, p < 0.01) only after cold induction (6°C) in the dark. A complex interplay of HvCBFs expression levels under different light/temperature stimuli is discussed in light of CNV and presence/number of regulatory elements that integrate different signal transduction pathways.
Collapse
Affiliation(s)
- Lavinia Mareri
- Department of Life Sciences, University of Modena and Reggio Emilia, via Amendola 2, Reggio Emilia, I-42122, Italy
| | - Justyna Milc
- Department of Life Sciences, University of Modena and Reggio Emilia, via Amendola 2, Reggio Emilia, I-42122, Italy
| | - Luca Laviano
- Department of Life Sciences, University of Modena and Reggio Emilia, via Amendola 2, Reggio Emilia, I-42122, Italy
| | - Matteo Buti
- Department of Life Sciences, University of Modena and Reggio Emilia, via Amendola 2, Reggio Emilia, I-42122, Italy
| | - Sonia Vautrin
- Centre National de Ressources Génomiques Végétales (CNRGV), Chemin de Borde Rouge 24-Auzeville CS 52627, Castanet Tolosan Cedex, F-31326, France
| | - Stéphane Cauet
- Centre National de Ressources Génomiques Végétales (CNRGV), Chemin de Borde Rouge 24-Auzeville CS 52627, Castanet Tolosan Cedex, F-31326, France
| | - Flavia Mascagni
- Department of Agricultural, Food, and Environmental Sciences, University of Pisa, via del Borghetto 80, Pisa, I-56124, Italy
| | - Lucia Natali
- Department of Agricultural, Food, and Environmental Sciences, University of Pisa, via del Borghetto 80, Pisa, I-56124, Italy
| | - Andrea Cavallini
- Department of Agricultural, Food, and Environmental Sciences, University of Pisa, via del Borghetto 80, Pisa, I-56124, Italy
| | - Hélène Bergès
- Centre National de Ressources Génomiques Végétales (CNRGV), Chemin de Borde Rouge 24-Auzeville CS 52627, Castanet Tolosan Cedex, F-31326, France
| | - Nicola Pecchioni
- Research Centre for Cereal and Industrial Crops (CREA-CI), S.S. 673, Km 25,200, Foggia, I-71122, Italy; Department of Life Sciences, University of Modena and Reggio Emilia, via Amendola 2, Reggio Emilia, I-42122, Italy
| | - Enrico Francia
- Department of Life Sciences, University of Modena and Reggio Emilia, via Amendola 2, Reggio Emilia, I-42122, Italy.
| |
Collapse
|
27
|
Chen Y, Sidhu HS, Kaviani M, McElroy MS, Pozniak CJ, Navabi A. Application of image-based phenotyping tools to identify QTL for in-field winter survival of winter wheat (Triticum aestivum L.). TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2019; 132:2591-2604. [PMID: 31177292 DOI: 10.1007/s00122-019-03373-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 06/03/2019] [Indexed: 05/26/2023]
Abstract
Genome-wide association on winter survival was conducted using data from image-based phenotyping method. Nine QTL were observed and three of them with candidate gene identified. Winter survival is an essential trait of winter wheat (Triticum aestivum L.) grown in regions with high risk of winterkill. We characterized a diversity panel of 450 Canadian wheat varieties that included mostly winter-growth habit wheats to identify key genetic factors that contribute to higher winter survival under field conditions. To more accurately quantify winter survival differences among varieties, image-based phenotyping methods, captured by unmanned aerial vehicle (UAV) and on ground level, were used to estimate the winter survival of each varieties. Winter survival index was developed to correct for emergence when evaluating winter survival. Winter survival measurement estimated by visual estimation, UAV imagery and ground imagery showed strong correlation with each other and had comparable broad-sense heritability. Genome-wide association studies resulted in the identification of seven quantitative trait loci (QTL) for winter survival including Vrn-A1. By using the recently released annotated sequence of the wheat genome and the available RNA-Seq data, two putative candidate genes underlying the QTL for winter survival were identified. However, our study showed that certain QTL was unique to specific winter survival measurement. Collectively, our study demonstrated the feasibility of using UAV-based imagery for the identification of loci associated with winter survival in wheat. The complexity of in-field condition make our result a valuable complement to indoor frost-tolerance studies in the identification of genetic factors not directly linked to freezing tolerance.
Collapse
Affiliation(s)
- Yi Chen
- Department of Plant Agriculture, University of Guelph, 50 Stone Road East, Guelph, ON, N1G 2W1, Canada.
| | - Harwinder S Sidhu
- Department of Plant Agriculture, University of Guelph, 50 Stone Road East, Guelph, ON, N1G 2W1, Canada
| | - Mina Kaviani
- Department of Plant Agriculture, University of Guelph, 50 Stone Road East, Guelph, ON, N1G 2W1, Canada
| | - Michel S McElroy
- Centre de recherche sur les grains (CÉROM), 740 Chemin Trudeau, Saint-Mathieu-de-Beloeil, QC, J3G 0E2, Canada
| | - Curtis J Pozniak
- Crop Development Centre, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK, S7N 5A8, Canada
| | - Alireza Navabi
- Department of Plant Agriculture, University of Guelph, 50 Stone Road East, Guelph, ON, N1G 2W1, Canada
| |
Collapse
|
28
|
Díaz ML, Soresi DS, Basualdo J, Cuppari SJ, Carrera A. Transcriptomic response of durum wheat to cold stress at reproductive stage. Mol Biol Rep 2019; 46:2427-2445. [PMID: 30798485 DOI: 10.1007/s11033-019-04704-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 02/13/2019] [Indexed: 12/13/2022]
Abstract
Understanding the genetic basis of cold tolerance is a key step towards obtaining new and improved crop varieties. Current geographical distribution of durum wheat in Argentina exposes the plants to frost damage when spikes have already emerged. Biochemical pathways involved in cold tolerance are known to be early activated at above freezing temperatures. In this study we reported the transcriptome of CBW0101 spring durum wheat by merging data from untreated control and cold (5 °C) treated plant samples at reproductive stage. A total of 128,804 unigenes were predicted. Near 62% of the unigenes were annotated in at least one database. In total 876 unigenes were differentially expressed (DEGs), 562 were up-regulated and 314 down-regulated in treated samples. DEGs are involved in many critical processes including, photosynthetic activity, lipid and carbohydrate synthesis and accumulation of amino acids and seed proteins. Twenty-eight transcription factors (TFs) belonging to 14 families resulted differentially expressed from which eight families comprised of only TFs induced by cold. We also found 31 differentially expressed Long non-coding RNAs (lncRNAs), most of them up-regulated in treated plants. Two of these lncRNAs could operate via microRNAs (miRNAs) target mimic. Our results suggest a reprogramming of expression patterns in CBW0101 that affects a number of genes that is closer to the number reported in winter genotypes. These observations could partially explain its moderate tolerance (low proportion of frost-damaged spikes) when exposed to freezing days in the field.
Collapse
Affiliation(s)
- Marina L Díaz
- Departamento de Biología, Bioquímica y Farmacia, Universidad Nacional del Sur (UNS), Comisión de Investigaciones Científicas (CIC), Bahía Blanca, Buenos Aires, Argentina.
| | - Daniela S Soresi
- Centro de Recursos Naturales Renovables de la Zona Semiárida (CERZOS), Universidad Nacional del Sur (UNS)-CONICET, Bahía Blanca, Argentina
| | - Jessica Basualdo
- Departamento de Agronomía, Universidad Nacional del Sur (UNS), Bahía Blanca, Argentina
| | - Selva J Cuppari
- Centro de Recursos Naturales Renovables de la Zona Semiárida (CERZOS), Universidad Nacional del Sur (UNS)-CONICET, Bahía Blanca, Argentina
| | - Alicia Carrera
- Departamento de Agronomía, Universidad Nacional del Sur (UNS), Bahía Blanca, Argentina
| |
Collapse
|
29
|
Vítámvás P, Kosová K, Musilová J, Holková L, Mařík P, Smutná P, Klíma M, Prášil IT. Relationship Between Dehydrin Accumulation and Winter Survival in Winter Wheat and Barley Grown in the Field. FRONTIERS IN PLANT SCIENCE 2019; 10:7. [PMID: 30761163 PMCID: PMC6361858 DOI: 10.3389/fpls.2019.00007] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Accepted: 01/07/2019] [Indexed: 05/29/2023]
Abstract
UNLABELLED Low temperatures represent a crucial environmental factor determining winter survival (WS) of barley and wheat winter-type varieties. In laboratory experiments, low temperatures induce an active plant acclimation response, which is associated with an enhanced accumulation of several stress-inducible proteins including dehydrins. Here, dehydrin accumulations in sampled wheat (WCS120 protein family, or WCS120 and WDHN13 transcripts) and barley (DHN5 protein) varieties grown in two locations for two winters were compared with the variety WS evaluated by a provocation wooden-box test. A high correlation between dehydrin transcripts or protein relative accumulation and variety WS score was found only in samples taken prior vernalization fulfillment, when high tolerant varieties accumulated dehydrins earlier and to higher level than less tolerant varieties, and the plants have not yet been vernalized. After vernalization fulfillment, the correlation was weak, and the apical development indicated that plants reached double ridge (DR) in barley or stayed before DR in wheat. Dehydrin proteins and transcripts can be thus used as reliable markers of wheat or barley variety winter hardiness in the field conditions; however, only at the beginning of winter, when the plants have not yet finished vernalization. In wheat, a higher correlation was obtained for the total amount of dehydrins than for the individual dehydrin proteins. HIGHLIGHTS -More tolerant winter-type wheat and barley plants reveal higher threshold induction temperatures for dehydrin accumulation in comparison to less tolerant varieties. Thus, more tolerant winter cereals have higher dehydrin levels than the less tolerant ones upon the same ambient temperature in November samplings.-A significant correlation between dehydrin transcript/protein accumulation and winter survival was found in both winter wheat and winter barley plants in the field conditions, but only prior to vernalization fulfillment.
Collapse
Affiliation(s)
- Pavel Vítámvás
- Department of Genetics and Plant Breeding, Crop Research Institute, Prague, Czechia
| | - Klára Kosová
- Department of Genetics and Plant Breeding, Crop Research Institute, Prague, Czechia
| | - Jana Musilová
- Department of Genetics and Plant Breeding, Crop Research Institute, Prague, Czechia
| | - Ludmila Holková
- Department of Crop Science, Breeding and Plant Medicine, Faculty of AgriSciences, Mendel University, Brno, Czechia
| | - Pavel Mařík
- Research Centre SELTON, Ltd., Stupice, Czechia
| | - Pavlína Smutná
- Department of Crop Science, Breeding and Plant Medicine, Faculty of AgriSciences, Mendel University, Brno, Czechia
| | - Miroslav Klíma
- Department of Genetics and Plant Breeding, Crop Research Institute, Prague, Czechia
| | - Ilja Tom Prášil
- Department of Genetics and Plant Breeding, Crop Research Institute, Prague, Czechia
| |
Collapse
|
30
|
Xu S, Chong K. Remembering winter through vernalisation. NATURE PLANTS 2018; 4:997-1009. [PMID: 30478363 DOI: 10.1038/s41477-018-0301-z] [Citation(s) in RCA: 85] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Accepted: 10/12/2018] [Indexed: 05/10/2023]
Abstract
Vernalisation is the programmed physiological process in which prolonged cold-exposure provides competency to flower in plants; widely found in winter and biennial species, such as Arabidopsis, fruit trees, vegetables and wheat. This phenomenon is regulated by diverse genetic networks, and memory of vernalisation in a life cycle mainly depends on epigenetic mechanisms. However, less is known about how to count winter-dosage for flowering in plants. Here, we compare the vernalisation genetic framework between the dicots Arabidopsis, temperate grasses, wheat, barley and Brachypodium. We discuss vernalisation mechanisms involving crosstalk between phosphorylation and O-GlcNAcylation modification of key proteins, and epigenetic modifications of the key gene VRN1 in wheat. We also highlight the potential evolutionary origins of vernalisation in various species. Current progress toward understanding the regulation of vernalisation requirements provides insight that will inform the design of molecular breeding strategies for winter crops.
Collapse
Affiliation(s)
- Shujuan Xu
- Key Laboratory of Plant Molecular Physiology, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Kang Chong
- Key Laboratory of Plant Molecular Physiology, Institute of Botany, Chinese Academy of Sciences, Beijing, China.
- University of Chinese Academy of Sciences, Beijing, China.
| |
Collapse
|
31
|
Liu J, Shi Y, Yang S. Insights into the regulation of C-repeat binding factors in plant cold signaling. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2018; 60:780-795. [PMID: 29667328 DOI: 10.1111/jipb.12657] [Citation(s) in RCA: 121] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2018] [Accepted: 04/16/2018] [Indexed: 05/02/2023]
Abstract
Cold temperatures, a major abiotic stress, threaten the growth and development of plants, worldwide. To cope with this adverse environmental cue, plants from temperate climates have evolved an array of sophisticated mechanisms to acclimate to cold periods, increasing their ability to tolerate freezing stress. Over the last decade, significant progress has been made in determining the molecular mechanisms underpinning cold acclimation, including following the identification of several pivotal components, including candidates for cold sensors, protein kinases, and transcription factors. With these developments, we have a better understanding of the CBF-dependent cold-signaling pathway. In this review, we summarize recent progress made in elucidating the cold-signaling pathways, especially the C-repeat binding factor-dependent pathway, and describe the regulatory function of the crucial components of plant cold signaling. We also discuss the unsolved questions that should be the focus of future work.
Collapse
Affiliation(s)
- Jingyan Liu
- State Key Laboratory of Plant Physiology and Biochemistry, College of Biological Sciences, China Agricultural University, Beijing 100193, China
- Crops Research Institute, Tianjin Academy of Agricultural Sciences, Tianjin 300384, China
| | - Yiting Shi
- State Key Laboratory of Plant Physiology and Biochemistry, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Shuhua Yang
- State Key Laboratory of Plant Physiology and Biochemistry, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| |
Collapse
|
32
|
Scholthof KBG, Irigoyen S, Catalan P, Mandadi KK. Brachypodium: A Monocot Grass Model Genus for Plant Biology. THE PLANT CELL 2018; 30:1673-1694. [PMID: 29997238 PMCID: PMC6139682 DOI: 10.1105/tpc.18.00083] [Citation(s) in RCA: 82] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 05/25/2018] [Accepted: 07/11/2018] [Indexed: 05/21/2023]
Abstract
The genus Brachypodium represents a model system that is advancing our knowledge of the biology of grasses, including small grains, in the postgenomics era. The most widely used species, Brachypodium distachyon, is a C3 plant that is distributed worldwide. B. distachyon has a small genome, short life cycle, and small stature and is amenable to genetic transformation. Due to the intensive and thoughtful development of this grass as a model organism, it is well-suited for laboratory and field experimentation. The intent of this review is to introduce this model system genus and describe some key outcomes of nearly a decade of research since the first draft genome sequence of the flagship species, B. distachyon, was completed. We discuss characteristics and features of B. distachyon and its congeners that make the genus a valuable model system for studies in ecology, evolution, genetics, and genomics in the grasses, review current hot topics in Brachypodium research, and highlight the potential for future analysis using this system in the coming years.
Collapse
Affiliation(s)
- Karen-Beth G Scholthof
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, Texas 77843
| | - Sonia Irigoyen
- Texas A&M AgriLife Research and Extension Center, Weslaco, Texas 78596
| | - Pilar Catalan
- Universidad de Zaragoza-Escuela Politécnica Superior de Huesca, 22071 Huesca, Spain
- Grupo de Bioquímica, Biofísica y Biología Computacional (BIFI, UNIZAR), Unidad Asociada al CSIC, Zaragoza E-50059, Spain
- Institute of Biology, Tomsk State University, Tomsk 634050, Russia
| | - Kranthi K Mandadi
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, Texas 77843
- Texas A&M AgriLife Research and Extension Center, Weslaco, Texas 78596
| |
Collapse
|
33
|
Trevaskis B. Developmental Pathways Are Blueprints for Designing Successful Crops. FRONTIERS IN PLANT SCIENCE 2018; 9:745. [PMID: 29922318 PMCID: PMC5996307 DOI: 10.3389/fpls.2018.00745] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Accepted: 05/15/2018] [Indexed: 05/29/2023]
Abstract
Genes controlling plant development have been studied in multiple plant systems. This has provided deep insights into conserved genetic pathways controlling core developmental processes including meristem identity, phase transitions, determinacy, stem elongation, and branching. These pathways control plant growth patterns and are fundamentally important to crop biology and agriculture. This review describes the conserved pathways that control plant development, using Arabidopsis as a model. Historical examples of how plant development has been altered through selection to improve crop performance are then presented. These examples, drawn from diverse crops, show how the genetic pathways controlling development have been modified to increase yield or tailor growth patterns to suit local growing environments or specialized crop management practices. Strategies to apply current progress in genomics and developmental biology to future crop improvement are then discussed within the broader context of emerging trends in plant breeding. The ways that knowledge of developmental processes and understanding of gene function can contribute to crop improvement, beyond what can be achieved by selection alone, are emphasized. These include using genome re-sequencing, mutagenesis, and gene editing to identify or generate novel variation in developmental genes. The expanding scope for comparative genomics, the possibility to engineer new developmental traits and new approaches to resolve gene-gene or gene-environment interactions are also discussed. Finally, opportunities to integrate fundamental research and crop breeding are highlighted.
Collapse
Affiliation(s)
- Ben Trevaskis
- CSIRO Agriculture and Food, Black Mountain Science and Innovation Park, Canberra, ACT, Australia
| |
Collapse
|
34
|
Babben S, Schliephake E, Janitza P, Berner T, Keilwagen J, Koch M, Arana-Ceballos FA, Templer SE, Chesnokov Y, Pshenichnikova T, Schondelmaier J, Börner A, Pillen K, Ordon F, Perovic D. Association genetics studies on frost tolerance in wheat (Triticum aestivum L.) reveal new highly conserved amino acid substitutions in CBF-A3, CBF-A15, VRN3 and PPD1 genes. BMC Genomics 2018; 19:409. [PMID: 29843596 PMCID: PMC5975666 DOI: 10.1186/s12864-018-4795-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Accepted: 05/14/2018] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Understanding the genetic basis of frost tolerance (FT) in wheat (Triticum aestivum L.) is essential for preventing yield losses caused by frost due to cellular damage, dehydration and reduced metabolism. FT is a complex trait regulated by a number of genes and several gene families. Availability of the wheat genomic sequence opens new opportunities for exploring candidate genes diversity for FT. Therefore, the objectives of this study were to identity SNPs and insertion-deletion (indels) in genes known to be involved in frost tolerance and to perform association genetics analysis of respective SNPs and indels on FT. RESULTS Here we report on the sequence analysis of 19 candidate genes for FT in wheat assembled using the Chinese Spring IWGSC RefSeq v1.0. Out of these, the tandem duplicated C-repeat binding factors (CBF), i.e. CBF-A3, CBF-A5, CBF-A10, CBF-A13, CBF-A14, CBF-A15, CBF-A18, the vernalisation response gene VRN-A1, VRN-B3, the photoperiod response genes PPD-B1 and PPD-D1 revealed association to FT in 235 wheat cultivars. Within six genes (CBF-A3, CBF-A15, VRN-A1, VRN-B3, PPD-B1 and PPD-D1) amino acid (AA) substitutions in important protein domains were identified. The amino acid substitution effect in VRN-A1 on FT was confirmed and new AA substitutions in CBF-A3, CBF-A15, VRN-B3, PPD-B1 and PPD-D1 located at highly conserved sites were detected. Since these results rely on phenotypic data obtained at five locations in 2 years, detection of significant associations of FT to AA changes in CBF-A3, CBF-A15, VRN-A1, VRN-B3, PPD-B1 and PPD-D1 may be exploited in marker assisted breeding for frost tolerance in winter wheat. CONCLUSIONS A set of 65 primer pairs for the genes mentioned above from a previous study was BLASTed against the IWGSC RefSeq resulting in the identification of 39 primer combinations covering the full length of 19 genes. This work demonstrates the usefulness of the IWGSC RefSeq in specific primer development for highly conserved gene families in hexaploid wheat and, that a candidate gene association genetics approach based on the sequence data is an efficient tool to identify new alleles of genes important for the response to abiotic stress in wheat.
Collapse
Affiliation(s)
- Steve Babben
- Julius Kühn-Institut (JKI), Federal Research Centre for Cultivated Plants, Institute for Resistance Research and Stress Tolerance, Erwin-Baur-Str. 27, 06484 Quedlinburg, Saxony-Anhalt Germany
- Martin Luther University Halle-Wittenberg (MLU), Institute of Agricultural and Nutritional Sciences, Betty-Heimann-Str. 5, 06120 Halle (Saale), Saxony-Anhalt Germany
| | - Edgar Schliephake
- Julius Kühn-Institut (JKI), Federal Research Centre for Cultivated Plants, Institute for Resistance Research and Stress Tolerance, Erwin-Baur-Str. 27, 06484 Quedlinburg, Saxony-Anhalt Germany
| | - Philipp Janitza
- Martin Luther University Halle-Wittenberg (MLU), Institute of Agricultural and Nutritional Sciences, Betty-Heimann-Str. 5, 06120 Halle (Saale), Saxony-Anhalt Germany
| | - Thomas Berner
- Julius Kühn-Institut (JKI), Federal Research Centre for Cultivated Plants, Institute for Biosafety in Plant Biotechnology, Erwin-Baur-Str. 27, 06484 Quedlinburg, Saxony-Anhalt Germany
| | - Jens Keilwagen
- Julius Kühn-Institut (JKI), Federal Research Centre for Cultivated Plants, Institute for Biosafety in Plant Biotechnology, Erwin-Baur-Str. 27, 06484 Quedlinburg, Saxony-Anhalt Germany
| | - Michael Koch
- Deutsche Saatveredelung AG (DSV), Weißenburger Str. 5, 59557 Lippstadt, Nordrhein-Westfalen Germany
| | - Fernando Alberto Arana-Ceballos
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Resources Genetics and Reproduction, Correnstraße 3, 06466 Seeland OT Gatersleben, Saxony-Anhalt Germany
| | - Sven Eduard Templer
- Julius Kühn-Institut (JKI), Federal Research Centre for Cultivated Plants, Institute for Resistance Research and Stress Tolerance, Erwin-Baur-Str. 27, 06484 Quedlinburg, Saxony-Anhalt Germany
- Max Planck Institute for Biology of Ageing, Joseph-Stelzmann-Str. 9B, 50931 Cologne, Nordrhein-Westfalen Germany
| | - Yuriy Chesnokov
- Agrophysical Research Institute (AFI), Grazhdanskii prosp. 14, 195220 St. Petersburg, Russia
| | - Tatyana Pshenichnikova
- Institute of Cytology and Genetics of Siberian Branch of the Russian Academy of Sciences, Prospekt Lavrentyeva 10, 630090 Novosibirsk, Russia
| | - Jörg Schondelmaier
- Saaten-Union Biotec GmbH, Hovedisser Str. 94, 33818 Leopoldshoehe, Nordrhein-Westfalen Germany
| | - Andreas Börner
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Resources Genetics and Reproduction, Correnstraße 3, 06466 Seeland OT Gatersleben, Saxony-Anhalt Germany
| | - Klaus Pillen
- Martin Luther University Halle-Wittenberg (MLU), Institute of Agricultural and Nutritional Sciences, Betty-Heimann-Str. 3, 06120 Halle (Saale), Saxony-Anhalt Germany
| | - Frank Ordon
- Julius Kühn-Institut (JKI), Federal Research Centre for Cultivated Plants, Institute for Resistance Research and Stress Tolerance, Erwin-Baur-Str. 27, 06484 Quedlinburg, Saxony-Anhalt Germany
| | - Dragan Perovic
- Julius Kühn-Institut (JKI), Federal Research Centre for Cultivated Plants, Institute for Resistance Research and Stress Tolerance, Erwin-Baur-Str. 27, 06484 Quedlinburg, Saxony-Anhalt Germany
| |
Collapse
|
35
|
Oyiga BC, Sharma RC, Baum M, Ogbonnaya FC, Léon J, Ballvora A. Allelic variations and differential expressions detected at quantitative trait loci for salt stress tolerance in wheat. PLANT, CELL & ENVIRONMENT 2018; 41:919-935. [PMID: 28044314 DOI: 10.1111/pce.12898] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Revised: 12/23/2016] [Accepted: 12/24/2016] [Indexed: 05/08/2023]
Abstract
The increasing salinization of agricultural lands is a threat to global wheat production. Understanding of the mechanistic basis of salt tolerance (ST) is essential for developing breeding and selection strategies that would allow for increased wheat production under saline conditions to meet the increasing global demand. We used a set that consists of 150 internationally derived winter and facultative wheat cultivars genotyped with a 90K SNP chip and phenotyped for ST across three growth stages and for ionic (leaf K+ and Na+ contents) traits to dissect the genetic architecture regulating ST in wheat. Genome-wide association mapping revealed 187 Single Nucleotide Polymorphism (SNPs) (R2 = 3.00-30.67%), representing 37 quantitative trait loci (QTL), significantly associated with the ST traits. Of these, four QTL on 1BS, 2AL, 2BS and 3AL were associated with ST across the three growth stages and with the ionic traits. Novel QTL were also detected on 1BS and 1DL. Candidate genes linked to these polymorphisms were uncovered, and expression analyses were performed and validated on them under saline and non-saline conditions using transcriptomics and qRT-PCR data. Expressed sequence comparisons in contrasting ST wheat genotypes identified several non-synonymous/missense mutation sites that are contributory to the ST trait variations, indicating the biological relevance of these polymorphisms that can be exploited in breeding for ST in wheat.
Collapse
Affiliation(s)
- Benedict C Oyiga
- INRES Pflanzenzuchtung, Rheinische Friedrich-Wilhelms-Universitat, D-53115 Bonn, Germany
- Center for Development Research (ZEF), Rheinische Friedrich-Wilhelms-Universitat, D-53115 Bonn, Germany
| | - Ram C Sharma
- International Center for Agricultural Research in the Dry Areas (ICARDA), 6 Osiyo Street, Tashkent, 100000, Uzbekistan
| | - Michael Baum
- International Centre for Agricultural Research in the Dry Areas (ICARDA), PO Box 6299, Al Irfane, 10112, Rabat, Morocco
| | - Francis C Ogbonnaya
- International Centre for Agricultural Research in the Dry Areas (ICARDA), PO Box 6299, Al Irfane, 10112, Rabat, Morocco
- Grains Research and Development Corporation, PO Box 5367, Kingston, Australian Capital Territory, 2604, Australia
| | - Jens Léon
- INRES Pflanzenzuchtung, Rheinische Friedrich-Wilhelms-Universitat, D-53115 Bonn, Germany
| | - Agim Ballvora
- INRES Pflanzenzuchtung, Rheinische Friedrich-Wilhelms-Universitat, D-53115 Bonn, Germany
| |
Collapse
|
36
|
Li Q, Byrns B, Badawi MA, Diallo AB, Danyluk J, Sarhan F, Laudencia-Chingcuanco D, Zou J, Fowler DB. Transcriptomic Insights into Phenological Development and Cold Tolerance of Wheat Grown in the Field. PLANT PHYSIOLOGY 2018; 176:2376-2394. [PMID: 29259104 PMCID: PMC5841705 DOI: 10.1104/pp.17.01311] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Accepted: 12/16/2017] [Indexed: 05/10/2023]
Abstract
Cold acclimation and winter survival in cereal species is determined by complicated environmentally regulated gene expression. However, studies investigating these complex cold responses are mostly conducted in controlled environments that only consider the responses to single environmental variables. In this study, we have comprehensively profiled global transcriptional responses in crowns of field-grown spring and winter wheat (Triticum aestivum) genotypes and their near-isogenic lines with the VRN-A1 alleles swapped. This in-depth analysis revealed multiple signaling, interactive pathways that influence cold tolerance and phenological development to optimize plant growth and development in preparation for a wide range of over-winter stresses. Investigation of genetic differences at the VRN-A1 locus revealed that a vernalization requirement maintained a higher level of cold response pathways while VRN-A1 genetically promoted floral development. Our results also demonstrated the influence of genetic background on the expression of cold and flowering pathways. The link between delayed shoot apex development and the induction of cold tolerance was reflected by the gradual up-regulation of abscisic acid-dependent and C-REPEAT-BINDING FACTOR pathways. This was accompanied by the down-regulation of key genes involved in meristem development as the autumn progressed. The chromosome location of differentially expressed genes between the winter and spring wheat genetic backgrounds showed a striking pattern of biased gene expression on chromosomes 6A and 6D, indicating a transcriptional regulation at the genome level. This finding adds to the complexity of the genetic cascades and gene interactions that determine the evolutionary patterns of both phenological development and cold tolerance traits in wheat.
Collapse
Affiliation(s)
- Qiang Li
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5A8, Canada
- National Research Council Canada, Saskatoon, Saskatchewan S7N 0W9, Canada
| | - Brook Byrns
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5A8, Canada
| | - Mohamed A Badawi
- Département des Sciences Biologiques, Université du Québec à Montréal, Montreal, Quebec H3C 3P8, Canada
- Agricultural Genetic Engineering Research Institute (AGERI), Agricultural Research Centre, Giza, Egypt 12619
| | - Abdoulaye Banire Diallo
- Département des Sciences Biologiques, Université du Québec à Montréal, Montreal, Quebec H3C 3P8, Canada
| | - Jean Danyluk
- Département des Sciences Biologiques, Université du Québec à Montréal, Montreal, Quebec H3C 3P8, Canada
| | - Fathey Sarhan
- Département des Sciences Biologiques, Université du Québec à Montréal, Montreal, Quebec H3C 3P8, Canada
| | - Debbie Laudencia-Chingcuanco
- Crop Improvement and Genetics, U.S. Department of Agriculture-Agricultural Research Service, Albany, California 94710
| | - Jitao Zou
- National Research Council Canada, Saskatoon, Saskatchewan S7N 0W9, Canada
| | - D Brian Fowler
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5A8, Canada
| |
Collapse
|
37
|
Zhang X, Liu G, Zhang L, Xia C, Zhao T, Jia J, Liu X, Kong X. Fine Mapping of a Novel Heading Date Gene, TaHdm605, in Hexaploid Wheat. FRONTIERS IN PLANT SCIENCE 2018; 9:1059. [PMID: 30073013 PMCID: PMC6058285 DOI: 10.3389/fpls.2018.01059] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Accepted: 06/29/2018] [Indexed: 05/20/2023]
Abstract
The heading date is critical in determining the adaptability of plants to specific natural environments. Molecular characterization of the wheat genes that regulate heading not only enhances our understanding of the mechanisms underlying wheat heading regulation but also benefits wheat breeding programs by improving heading phenotypes. In this study, we characterized a late heading date mutant, m605, obtained by ethyl methanesulfonate (EMS) mutation. Compared with its wild-type parent, YZ4110, m605 was at least 7 days late in heading when sown in autumn. This late heading trait was controlled by a single recessive gene named TaHdm605. Genetic mapping located the TaHdm605 locus between the molecular markers cfd152 and barc42 on chromosome 3DL using publicly available markers and then further mapped this locus to a 1.86 Mb physical genomic region containing 26 predicted genes. This fine genetic and physical mapping will be helpful for the future map-based cloning of TaHdm605 and for breeders seeking to engineer changes in the wheat heading date trait.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Xu Liu
- *Correspondence: Xu Liu, ; Xiuying Kong,
| | | |
Collapse
|
38
|
Zhong J, Robbett M, Poire A, Preston JC. Successive evolutionary steps drove Pooideae grasses from tropical to temperate regions. THE NEW PHYTOLOGIST 2018; 217:925-938. [PMID: 29091285 DOI: 10.1111/nph.14868] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Accepted: 09/22/2017] [Indexed: 06/07/2023]
Abstract
Angiosperm adaptations to seasonally cold climates have occurred multiple times independently. However, the observation that less than half of all angiosperm families are represented in temperate latitudes suggests internal constraints on the evolution of cold tolerance/avoidance strategies. Similar to angiosperms as a whole, grasses are primarily tropical, but one major clade, subfamily Pooideae, radiated extensively within temperate regions. It is posited that this Pooideae niche transition was facilitated by an early origin of long-term cold responsiveness around the base of the subfamily, and that a set of more ancient pathways enabled evolution of seasonal cold tolerance. To test this, we compared transcriptome-level responses of disparate Pooideae to short-/long-term cold and with those previously known in the subtropical grass rice (Ehrhartoideae). Analyses identified several highly conserved cold-responsive 'orthogroups' within our focal Pooideae species that originated successively during the diversification of land plants, predominantly via gene duplication. The majority of conserved Pooideae cold-responsive genes appear to have ancient roles in stress responses, with most of the orthogroups also being sensitive to cold in rice. However, a subgroup of genes was likely co-opted de novo early in the Pooideae. These results highlight a plausible stepwise evolutionary trajectory for cold adaptations across Pooideae.
Collapse
Affiliation(s)
- Jinshun Zhong
- Department of Plant Biology, University of Vermont, 111 Jeffords Hall, 63 Carrigan Drive, Burlington, VT, 05405, USA
| | - Meghan Robbett
- Department of Plant Biology, University of Vermont, 111 Jeffords Hall, 63 Carrigan Drive, Burlington, VT, 05405, USA
| | - Alfonso Poire
- Department of Plant Biology, University of Vermont, 111 Jeffords Hall, 63 Carrigan Drive, Burlington, VT, 05405, USA
| | - Jill C Preston
- Department of Plant Biology, University of Vermont, 111 Jeffords Hall, 63 Carrigan Drive, Burlington, VT, 05405, USA
| |
Collapse
|
39
|
Kalapos B, Novák A, Dobrev P, Vítámvás P, Marincs F, Galiba G, Vanková R. Effect of the Winter Wheat Cheyenne 5A Substituted Chromosome on Dynamics of Abscisic Acid and Cytokinins in Freezing-Sensitive Chinese Spring Genetic Background. FRONTIERS IN PLANT SCIENCE 2017; 8:2033. [PMID: 29238355 PMCID: PMC5712565 DOI: 10.3389/fpls.2017.02033] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Accepted: 11/14/2017] [Indexed: 06/07/2023]
Abstract
The effect of short- and long-term cold treatment on the abscisic acid (ABA) and cytokinin (CK) metabolism, and their main biosynthesis- and signaling-related genes were investigated in freezing-sensitive and freezing-tolerant wheat genotypes. Varieties Cheyenne and Chinese Spring substituted with the 5A Cheyenne chromosome, which represented freezing-tolerant genotypes, were compared with the freezing-sensitive Chinese Spring. Hormone levels and gene expression data indicated that the short- and long-term cold treatments are associated with specific regulation of the accumulation of cold-protective proteins and phytohormone levels, as well as the expression profiles of the hormone-related genes. The significant differences were observed between the genotypes, and between their leaf and crown tissues, too. The level of dehydrins, including WCS120 protein, and expression of WCS120 gene were considerably higher in the freezing-tolerant genotypes after 21 days of cold treatment. Expression of Cor14b and CBF14, cold-responsive regulator genes, was increased by cold treatment in all genotypes, to higher extent in freezing-tolerant genotypes. Cluster analysis revealed that the tolerant genotypes had a similar response to cold treatment, regarding expression of the ABA and CK metabolic genes, as well as hormone levels in leaves. As far as hormone levels in crowns are concerned, however, the strongly freezing-tolerant Cheyenne variety clustered separately from the Chinese Spring and the substitution line, which were more similar to each other after both 1 and 21 days of cold treatment than to Cheyenne. Based on these results we concluded that the 5A chromosome of wheat might have both a direct and an indirect impact on the phytohormone-dependent cold-induced freezing tolerance. Based on the gene expression data, novel genetic markers could be developed, which may be used to determine the freezing tolerance level in a wide range of wheat varieties.
Collapse
Affiliation(s)
- Balázs Kalapos
- Agricultural Institute, Centre for Agricultural Research, Hungarian Academy of Sciences, Martonvásár, Hungary
- Festetics Doctoral School, Georgikon Faculty, University of Pannonia, Keszthely, Hungary
| | - Aliz Novák
- Agricultural Institute, Centre for Agricultural Research, Hungarian Academy of Sciences, Martonvásár, Hungary
- Festetics Doctoral School, Georgikon Faculty, University of Pannonia, Keszthely, Hungary
| | - Petre Dobrev
- Institute of Experimental Botany, Academy of Sciences of the Czech Republic, Prague, Czechia
| | - Pavel Vítámvás
- Department of Genetics and Plant Breeding, Crop Research Institute, Prague, Czechia
| | - Ferenc Marincs
- Agricultural Institute, Centre for Agricultural Research, Hungarian Academy of Sciences, Martonvásár, Hungary
- Agricultural Biotechnology Institute, National Agricultural Research and Innovation Centre, Gödöllő, Hungary
| | - Gábor Galiba
- Agricultural Institute, Centre for Agricultural Research, Hungarian Academy of Sciences, Martonvásár, Hungary
- Festetics Doctoral School, Georgikon Faculty, University of Pannonia, Keszthely, Hungary
| | - Radomira Vanková
- Institute of Experimental Botany, Academy of Sciences of the Czech Republic, Prague, Czechia
| |
Collapse
|
40
|
Wang W, Hao Q, Wang W, Li Q, Wang W. The genetic characteristics in cytology and plant physiology of two wheat (Triticum aestivum) near isogenic lines with different freezing tolerances. PLANT CELL REPORTS 2017; 36:1801-1814. [PMID: 28808769 DOI: 10.1007/s00299-017-2195-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Accepted: 08/05/2017] [Indexed: 06/07/2023]
Abstract
Freezing tolerance in taft plants relied more upon an ABA-independent- than an ABA-dependent antifreeze signaling pathway. Two wheat (Triticum aestivum) near isogenic lines (NIL) named tafs (freezing sensitivity) and taft (freezing tolerance) were isolated in the laboratory and their various cytological and physiological characteristics under freezing conditions were studied. Proplastid, cell membrane, and mitochondrial ultrastructure were less damaged by freezing treatment in taft than tafs plants. Chlorophyll, ATP, and thylakoid membrane protein contents were significantly higher, but malondialdehyde content was significantly lower in taft than tafs plants under freezing condition. Antioxidant capacity, as indicated by reactive oxygen species accumulation and antioxidant enzyme activity, and the relative gene expression were significantly greater in taft than tafs plants. Soluble sugars and abscisic acid (ABA) contents were significantly higher in taft plants than in tafs plants under both normal and freezing conditions. The upregulated expression levels of certain freezing tolerance-related genes were greater in taft than tafs plants under freezing treatment. The addition of sodium tungstate, an ABA synthesis inhibitor, led to only partial freezing tolerance inhibition in taft plants and the down-regulated expression of some ABA-dependent genes. Thus, both ABA-dependent and ABA-independent signaling pathways are involved in the freezing tolerance of taft plants. At the same time, freezing tolerance in taft plants relied more upon an ABA-independent- than an ABA-dependent antifreeze signaling pathway.
Collapse
Affiliation(s)
- Wenqiang Wang
- State Key Laboratory of Crop Biology, Shandong Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai'an, 271018, Shandong, China
| | - Qunqun Hao
- State Key Laboratory of Crop Biology, Shandong Key Laboratory of Crop Biology, College of Agronomy, Shandong Agricultural University, Tai'an, 271018, Shandong, China
| | - Wenlong Wang
- State Key Laboratory of Crop Biology, Shandong Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai'an, 271018, Shandong, China
| | - Qinxue Li
- State Key Laboratory of Crop Biology, Shandong Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai'an, 271018, Shandong, China
| | - Wei Wang
- State Key Laboratory of Crop Biology, Shandong Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Tai'an, 271018, Shandong, China.
| |
Collapse
|
41
|
Dhillon T, Morohashi K, Stockinger EJ. CBF2A-CBF4B genomic region copy numbers alongside the circadian clock play key regulatory mechanisms driving expression of FR-H2 CBFs. PLANT MOLECULAR BIOLOGY 2017; 94:333-347. [PMID: 28434151 DOI: 10.1007/s11103-017-0610-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2016] [Accepted: 03/31/2017] [Indexed: 06/07/2023]
Abstract
The C-Repeat Binding Factors (CBFs) are DNA-binding transcriptional activators that were identified using Arabidopsis thaliana. In barley, Hordeum vulgare, a cluster of CBF genes reside at FROST RESISTANCE-H2, one of two loci having major effects on winter-hardiness. FR-H2 was revealed in a population derived from the winter barley 'Nure' and the spring barley 'Trèmois'. 'Nure' harbors two to three copies of CBF2A and CBF4B as a consequence of tandem iteration of the genomic region encompassing these genes whereas 'Trèmois' harbors single copies, and these copy number differences are associated with their transcript level differences. Here we explore further the relationship between FR-H2 CBF gene copy number and transcript levels using 'Admire', a winter barley accumulating FR-H2 CBF gene transcripts to very high levels, and a group of lines related to 'Admire' through descent. DNA blot hybridization indicated the CBF2A-CBF4B genomic region is present in 7-8 copies in 'Admire' and is highly variable in copy number across the lines related to 'Admire'. At normal growth temperatures transcript levels of CBF12, CBF14, and CBF16 were higher in lines having greater CBF2A-CBF4B genomic region copy numbers than in lines having fewer copy numbers at peak expression level time points controlled by the circadian clock. Chromatin immunoprecipitation indicated CBF2 was at the CBF12 and CBF16 promoters at normal growth temperatures. These data support a scenario in which CBF2A-CBF4B genomic region copy numbers affect expression of other FR-H2 CBFs through a mechansim in which these other FR-H2 CBFs are activated by those in the copy number variable unit.
Collapse
Affiliation(s)
- Taniya Dhillon
- Department of Horticulture and Crop Science, The Ohio State University/Ohio Agricultural Research and Development Center (OARDC), Wooster, OH, 44691, USA
| | - Kengo Morohashi
- Center for Applied Plant Sciences, The Ohio State University, Columbus, OH, 43210, USA
- Department of Applied Biological Science, Faculty of Science and Technology, Tokyo University of Science, 2641 Yamazaki, Noda-shi, Chiba, 278-8510, Japan
| | - Eric J Stockinger
- Department of Horticulture and Crop Science, The Ohio State University/Ohio Agricultural Research and Development Center (OARDC), Wooster, OH, 44691, USA.
| |
Collapse
|
42
|
Novák A, Boldizsár Á, Gierczik K, Vágújfalvi A, Ádám É, Kozma-Bognár L, Galiba G. Light and Temperature Signalling at the Level of CBF14 Gene Expression in Wheat and Barley. PLANT MOLECULAR BIOLOGY REPORTER 2017; 35:399-408. [PMID: 28751800 PMCID: PMC5504222 DOI: 10.1007/s11105-017-1035-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
The wheat and barley CBF14 genes have been newly defined as key components of the light quality-dependent regulation of the freezing tolerance by the integration of phytochrome-mediated light and temperature signals. To further investigate the wavelength dependence of light-induced CBF14 expression in cereals, we carried out a detailed study using monochromatic light treatments at an inductive and a non-inductive temperature. Transcript levels of CBF14 gene in winter wheat Cheyenne, winter einkorn G3116 and winter barley Nure genotypes were monitored. We demonstrated that (1) CBF14 is most effectively induced by blue light and (2) provide evidence that this induction does not arise from light-controlled CRY gene expression. (3) We demonstrate that temperature shifts induce CBF14 transcription independent of the light conditions and that (4) the effect of temperature and light treatments are additive. Based on these data, it can be assumed that temperature and light signals are relayed to the level of CBF14 expression via separate signalling routes.
Collapse
Affiliation(s)
- Aliz Novák
- Agricultural Institute, Centre for Agricultural Research, Hungarian Academy of Sciences, Martonvásár, Hungary
- Festetics Doctoral School, Georgikon Faculty, University of Pannonia, Keszthely, Hungary
| | - Ákos Boldizsár
- Agricultural Institute, Centre for Agricultural Research, Hungarian Academy of Sciences, Martonvásár, Hungary
| | - Krisztián Gierczik
- Agricultural Institute, Centre for Agricultural Research, Hungarian Academy of Sciences, Martonvásár, Hungary
- Festetics Doctoral School, Georgikon Faculty, University of Pannonia, Keszthely, Hungary
| | - Attila Vágújfalvi
- Agricultural Institute, Centre for Agricultural Research, Hungarian Academy of Sciences, Martonvásár, Hungary
| | - Éva Ádám
- Biological Research Centre, Hungarian Academy of Sciences, Szeged, Hungary
| | - László Kozma-Bognár
- Biological Research Centre, Hungarian Academy of Sciences, Szeged, Hungary
- Department of Genetics, Faculty of Sciences and Informatics, University of Szeged, Szeged, Hungary
| | - Gábor Galiba
- Agricultural Institute, Centre for Agricultural Research, Hungarian Academy of Sciences, Martonvásár, Hungary
- Festetics Doctoral School, Georgikon Faculty, University of Pannonia, Keszthely, Hungary
| |
Collapse
|
43
|
Optimal Regulation of the Balance between Productivity and Overwintering of Perennial Grasses in a Warmer Climate. AGRONOMY-BASEL 2017. [DOI: 10.3390/agronomy7010019] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
44
|
Feng Y, Yin Y, Fei S. BdVRN1 Expression Confers Flowering Competency and Is Negatively Correlated with Freezing Tolerance in Brachypodium distachyon. FRONTIERS IN PLANT SCIENCE 2017; 8:1107. [PMID: 28690631 PMCID: PMC5479923 DOI: 10.3389/fpls.2017.01107] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Accepted: 06/07/2017] [Indexed: 05/22/2023]
Abstract
Vernalization is an essential process by which many temperate plant species acquire competence for flowering. Brachypodium distachyon is a model plant for temperate grasses including many cool-season forage and turfgrasses and cereals. Grasses with spring growth habit do not require vernalization for flowering and are typically less winter hardy. Yet the connection between vernalization and freezing tolerance remain unclear. The diverse requirement of vernalization for flowering makes it an ideal choice for studying the relationship between vernalization and freezing tolerance. Here, we isolated and analyzed the spatial and temporal expression patterns of two vernalization related homologous genes, BdVRN1 and BdVRN3 in Bd21, a non-vernalization-requiring accession, and Bd29-1, an accession shown to be vernalization-requiring. We showed that expression of BdVRN1 and BdVRN3 is independent of vernalization in Bd21, but is vernalization dependent in Bd29-1. Moreover, vernalization-induced expression of BdVRN1 appears to precede that of BdVRN3 in Bd29-1. Bd21 RNAi knockdown mutants for BdVRN1 conferred vernalization requirement for flowering, and reduced the expression of BdVRN3. Both Bd29-1 and the BdVRN1 RNAi mutants of Bd21 exhibited reduced freezing tolerance upon vernalization treatment. Cold-responsive genes BdCBF2, BdCBF3, BdCBF5, BdCBF6, and BdDREB2A were all constitutively expressed at a high level in the BdVRN1 RNAi mutants of Bd21. Taken together, our results suggest that expression of BdVRN1 promotes flowering by upregulating BdVRN3, and gaining the competency for flowering reduces freezing tolerance in Brachypodium.
Collapse
Affiliation(s)
- Ying Feng
- Interdepartmental Graduate Major in Genetics and Genomics, Iowa State University, AmesIA, United States
| | - Yanhai Yin
- Interdepartmental Graduate Major in Genetics and Genomics, Iowa State University, AmesIA, United States
- Department of Genetics, Development, and Cell Biology, Iowa State University, AmesIA, United States
| | - Shuizhang Fei
- Interdepartmental Graduate Major in Genetics and Genomics, Iowa State University, AmesIA, United States
- Department of Horticulture, Iowa State University, AmesIA, United States
- *Correspondence: Shuizhang Fei,
| |
Collapse
|
45
|
Jha UC, Bohra A, Jha R. Breeding approaches and genomics technologies to increase crop yield under low-temperature stress. PLANT CELL REPORTS 2017; 36:1-35. [PMID: 27878342 DOI: 10.1007/s00299-016-2073-0] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Accepted: 11/04/2016] [Indexed: 05/11/2023]
Abstract
Improved knowledge about plant cold stress tolerance offered by modern omics technologies will greatly inform future crop improvement strategies that aim to breed cultivars yielding substantially high under low-temperature conditions. Alarmingly rising temperature extremities present a substantial impediment to the projected target of 70% more food production by 2050. Low-temperature (LT) stress severely constrains crop production worldwide, thereby demanding an urgent yet sustainable solution. Considerable research progress has been achieved on this front. Here, we review the crucial cellular and metabolic alterations in plants that follow LT stress along with the signal transduction and the regulatory network describing the plant cold tolerance. The significance of plant genetic resources to expand the genetic base of breeding programmes with regard to cold tolerance is highlighted. Also, the genetic architecture of cold tolerance trait as elucidated by conventional QTL mapping and genome-wide association mapping is described. Further, global expression profiling techniques including RNA-Seq along with diverse omics platforms are briefly discussed to better understand the underlying mechanism and prioritize the candidate gene (s) for downstream applications. These latest additions to breeders' toolbox hold immense potential to support plant breeding schemes that seek development of LT-tolerant cultivars. High-yielding cultivars endowed with greater cold tolerance are urgently required to sustain the crop yield under conditions severely challenged by low-temperature.
Collapse
Affiliation(s)
- Uday Chand Jha
- Indian Institute of Pulses Research, Kanpur, 208024, India.
| | - Abhishek Bohra
- Indian Institute of Pulses Research, Kanpur, 208024, India.
| | - Rintu Jha
- Indian Institute of Pulses Research, Kanpur, 208024, India
| |
Collapse
|
46
|
Kovi MR, Ergon Å, Rognli OA. Freezing tolerance revisited-effects of variable temperatures on gene regulation in temperate grasses and legumes. CURRENT OPINION IN PLANT BIOLOGY 2016; 33:140-146. [PMID: 27479037 DOI: 10.1016/j.pbi.2016.07.006] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Revised: 07/13/2016] [Accepted: 07/14/2016] [Indexed: 05/11/2023]
Abstract
Climate change creates new patterns of seasonal climate variation with higher temperatures, longer growth seasons and more variable winter climates. This is challenging the winter survival of perennial herbaceous plants. In this review, we focus on the effects of variable temperatures during autumn/winter/spring, and its interactions with light, on the development and maintenance of freezing tolerance. Cold temperatures induce changes at several organizational levels in the plant (cold acclimation), leading to the development of freezing tolerance, which can be reduced/lost during warm spells (deacclimation) in winters, and attained again during cold spells (reacclimation). We summarize how temperature interacts with components of the light regime (photoperiod, PSII excitation pressure, irradiance, and light quality) in determining changes in the transcriptome, proteome and metabolome.
Collapse
Affiliation(s)
- Mallikarjuna Rao Kovi
- Department of Plant Sciences, Norwegian University of Life Sciences, NO-1432 Ås, Norway
| | - Åshild Ergon
- Department of Plant Sciences, Norwegian University of Life Sciences, NO-1432 Ås, Norway
| | - Odd Arne Rognli
- Department of Plant Sciences, Norwegian University of Life Sciences, NO-1432 Ås, Norway.
| |
Collapse
|
47
|
Tumino G, Voorrips RE, Rizza F, Badeck FW, Morcia C, Ghizzoni R, Germeier CU, Paulo MJ, Terzi V, Smulders MJM. Population structure and genome-wide association analysis for frost tolerance in oat using continuous SNP array signal intensity ratios. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2016; 129:1711-24. [PMID: 27318699 PMCID: PMC4983288 DOI: 10.1007/s00122-016-2734-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2016] [Accepted: 05/21/2016] [Indexed: 05/19/2023]
Abstract
Infinium SNP data analysed as continuous intensity ratios enabled associating genotypic and phenotypic data from heterogeneous oat samples, showing that association mapping for frost tolerance is a feasible option. Oat is sensitive to freezing temperatures, which restricts the cultivation of fall-sown or winter oats to regions with milder winters. Fall-sown oats have a longer growth cycle, mature earlier, and have a higher productivity than spring-sown oats, therefore improving frost tolerance is an important goal in oat breeding. Our aim was to test the effectiveness of a Genome-Wide Association Study (GWAS) for mapping QTLs related to frost tolerance, using an approach that tolerates continuously distributed signals from SNPs in bulked samples from heterogeneous accessions. A collection of 138 European oat accessions, including landraces, old and modern varieties from 27 countries was genotyped using the Infinium 6K SNP array. The SNP data were analyzed as continuous intensity ratios, rather than converting them into discrete values by genotype calling. PCA and Ward's clustering of genetic similarities revealed the presence of two main groups of accessions, which roughly corresponded to Continental Europe and Mediterranean/Atlantic Europe, although a total of eight subgroups can be distinguished. The accessions were phenotyped for frost tolerance under controlled conditions by measuring fluorescence quantum yield of photosystem II after a freezing stress. GWAS were performed by a linear mixed model approach, comparing different corrections for population structure. All models detected three robust QTLs, two of which co-mapped with QTLs identified earlier in bi-parental mapping populations. The approach used in the present work shows that SNP array data of heterogeneous hexaploid oat samples can be successfully used to determine genetic similarities and to map associations to quantitative phenotypic traits.
Collapse
Affiliation(s)
- Giorgio Tumino
- Council for Agricultural Research and Economics, Genomics Research Centre, Via San Protaso 302, 29017, Fiorenzuola d'Arda, PC, Italy.
- Wageningen UR Plant Breeding, Droevendaalsesteeg 1, NL-6708 PB, Wageningen, The Netherlands.
| | - Roeland E Voorrips
- Wageningen UR Plant Breeding, Droevendaalsesteeg 1, NL-6708 PB, Wageningen, The Netherlands
| | - Fulvia Rizza
- Council for Agricultural Research and Economics, Genomics Research Centre, Via San Protaso 302, 29017, Fiorenzuola d'Arda, PC, Italy
| | - Franz W Badeck
- Council for Agricultural Research and Economics, Genomics Research Centre, Via San Protaso 302, 29017, Fiorenzuola d'Arda, PC, Italy
| | - Caterina Morcia
- Council for Agricultural Research and Economics, Genomics Research Centre, Via San Protaso 302, 29017, Fiorenzuola d'Arda, PC, Italy
| | - Roberta Ghizzoni
- Council for Agricultural Research and Economics, Genomics Research Centre, Via San Protaso 302, 29017, Fiorenzuola d'Arda, PC, Italy
| | - Christoph U Germeier
- Julius Kühn Institut, Federal Research Centre for Cultivated Plants, Institute for Breeding Research on Agricultural Crops, 06484, Quedlinburg, Germany
| | - Maria-João Paulo
- Biometris, Wageningen UR, Droevendaalsesteeg 1, NL-6708 PB, Wageningen, The Netherlands
| | - Valeria Terzi
- Council for Agricultural Research and Economics, Genomics Research Centre, Via San Protaso 302, 29017, Fiorenzuola d'Arda, PC, Italy
| | - Marinus J M Smulders
- Wageningen UR Plant Breeding, Droevendaalsesteeg 1, NL-6708 PB, Wageningen, The Netherlands
| |
Collapse
|
48
|
McKeown M, Schubert M, Marcussen T, Fjellheim S, Preston JC. Evidence for an Early Origin of Vernalization Responsiveness in Temperate Pooideae Grasses. PLANT PHYSIOLOGY 2016; 172:416-26. [PMID: 27474116 PMCID: PMC5074605 DOI: 10.1104/pp.16.01023] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Accepted: 07/27/2016] [Indexed: 05/03/2023]
Abstract
The ability of plants to match their reproductive output with favorable environmental conditions has major consequences both for lifetime fitness and geographic patterns of diversity. In temperate ecosystems, some plant species have evolved the ability to use winter nonfreezing cold (vernalization) as a cue to ready them for spring flowering. However, it is unknown how important the evolution of vernalization responsiveness has been for the colonization and subsequent diversification of taxa within the northern and southern temperate zones. Grasses of subfamily Pooideae, including several important crops, such as wheat (Triticum aestivum), barley (Hordeum vulgare), and oats (Avena sativa), predominate in the northern temperate zone, and it is hypothesized that their radiation was facilitated by the early evolution of vernalization responsiveness. Predictions of this early origin hypothesis are that a response to vernalization is widespread within the subfamily and that the genetic basis of this trait is conserved. To test these predictions, we determined and reconstructed vernalization responsiveness across Pooideae and compared expression of wheat vernalization gene orthologs VERNALIZATION1 (VRN1) and VRN3 in phylogenetically representative taxa under cold and control conditions. Our results demonstrate that vernalization responsive Pooideae species are widespread, suggesting that this trait evolved early in the lineage and that at least part of the vernalization gene network is conserved throughout the subfamily. These results are consistent with the hypothesis that the evolution of vernalization responsiveness was important for the initial transition of Pooideae out of the tropics and into the temperate zone.
Collapse
Affiliation(s)
- Meghan McKeown
- Department of Plant Biology, University of Vermont, Burlington, Vermont 05405 (M.M., J.C.P.); andDepartment of Plant Sciences, Norwegian University of Life Sciences, 1430 Ås, Norway (M.S., T.M., S.F.)
| | - Marian Schubert
- Department of Plant Biology, University of Vermont, Burlington, Vermont 05405 (M.M., J.C.P.); andDepartment of Plant Sciences, Norwegian University of Life Sciences, 1430 Ås, Norway (M.S., T.M., S.F.)
| | - Thomas Marcussen
- Department of Plant Biology, University of Vermont, Burlington, Vermont 05405 (M.M., J.C.P.); andDepartment of Plant Sciences, Norwegian University of Life Sciences, 1430 Ås, Norway (M.S., T.M., S.F.)
| | - Siri Fjellheim
- Department of Plant Biology, University of Vermont, Burlington, Vermont 05405 (M.M., J.C.P.); andDepartment of Plant Sciences, Norwegian University of Life Sciences, 1430 Ås, Norway (M.S., T.M., S.F.)
| | - Jill C Preston
- Department of Plant Biology, University of Vermont, Burlington, Vermont 05405 (M.M., J.C.P.); andDepartment of Plant Sciences, Norwegian University of Life Sciences, 1430 Ås, Norway (M.S., T.M., S.F.)
| |
Collapse
|
49
|
Francia E, Morcia C, Pasquariello M, Mazzamurro V, Milc JA, Rizza F, Terzi V, Pecchioni N. Copy number variation at the HvCBF4-HvCBF2 genomic segment is a major component of frost resistance in barley. PLANT MOLECULAR BIOLOGY 2016; 92:161-75. [PMID: 27338258 DOI: 10.1007/s11103-016-0505-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Accepted: 06/02/2016] [Indexed: 05/27/2023]
Abstract
A family of CBF transcription factors plays a major role in reconfiguring the plant transcriptome in response to low-freezing temperature in temperate cereals. In barley, more than 13 HvCBF genes map coincident with the major QTL FR-H2 suggesting them as candidates to explain the function of the locus. Variation in copy number (CNV) of specific HvCBFs was assayed in a panel of 41 barley genotypes using RT-qPCR. Taking advantage of an accurate phenotyping that combined Fv/Fm and field survival, resistance-associated variants within FR-H2 were identified. Genotypes with an increased copy number of HvCBF4 and HvCBF2 (at least ten and eight copies, respectively) showed greater frost resistance. A CAPS marker able to distinguish the CBF2A, CBF2B and CBF2A/B forms was developed and showed that all the higher-ranking genotypes in term of resistance harbour only CBF2A, while other resistant winter genotypes harbour also CBF2B, although at a lower CNV. In addition to the major involvement of the HvCBF4-HvCBF2 genomic segment in the proximal cluster of CBF elements, a negative role of HvCBF3 in the distal cluster was identified. Multiple linear regression models taking into account allelic variation at FR-H1/VRN-H1 explained 0.434 and 0.550 (both at p < 0.001) of the phenotypic variation for Fv/Fm and field survival respectively, while no interaction effect between CNV at the HvCBFs and FR-H1/VRN-H1 was found. Altogether our data suggest a major involvement of the CBF genes located in the proximal cluster, with no apparent involvement of the central cluster contrary to what was reported for wheat.
Collapse
Affiliation(s)
- Enrico Francia
- Department of Life Sciences, University of Modena and Reggio Emilia, Via Amendola 2, Pad.Besta, 42122, Reggio Emilia, Italy.
- Center for Genome Research (CGR), University of Modena and Reggio Emilia, Via Campi 287, 41125, Modena, Italy.
| | - Caterina Morcia
- Genomics Research Centre (GPG), Council for Agricultural Research and Economics, Via San Protaso 302, 29017, Fiorenzuola d'Arda, Italy
| | - Marianna Pasquariello
- Department of Life Sciences, University of Modena and Reggio Emilia, Via Amendola 2, Pad.Besta, 42122, Reggio Emilia, Italy
- Department of Crop Genetics, John Innes Centre (JIC), Norwich Research Park, Norwich, NR4 7UH, UK
| | - Valentina Mazzamurro
- Department of Life Sciences, University of Modena and Reggio Emilia, Via Amendola 2, Pad.Besta, 42122, Reggio Emilia, Italy
| | - Justyna Anna Milc
- Department of Life Sciences, University of Modena and Reggio Emilia, Via Amendola 2, Pad.Besta, 42122, Reggio Emilia, Italy
- Center for Genome Research (CGR), University of Modena and Reggio Emilia, Via Campi 287, 41125, Modena, Italy
| | - Fulvia Rizza
- Genomics Research Centre (GPG), Council for Agricultural Research and Economics, Via San Protaso 302, 29017, Fiorenzuola d'Arda, Italy
| | - Valeria Terzi
- Genomics Research Centre (GPG), Council for Agricultural Research and Economics, Via San Protaso 302, 29017, Fiorenzuola d'Arda, Italy
| | - Nicola Pecchioni
- Department of Life Sciences, University of Modena and Reggio Emilia, Via Amendola 2, Pad.Besta, 42122, Reggio Emilia, Italy
- Center for Genome Research (CGR), University of Modena and Reggio Emilia, Via Campi 287, 41125, Modena, Italy
- Cereal Research Centre, Council for Agricultural Research and Economics, 71122, Foggia, Italy
| |
Collapse
|
50
|
Kovalchuk N, Chew W, Sornaraj P, Borisjuk N, Yang N, Singh R, Bazanova N, Shavrukov Y, Guendel A, Munz E, Borisjuk L, Langridge P, Hrmova M, Lopato S. The homeodomain transcription factor TaHDZipI-2 from wheat regulates frost tolerance, flowering time and spike development in transgenic barley. THE NEW PHYTOLOGIST 2016; 211:671-87. [PMID: 26990681 DOI: 10.1111/nph.13919] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Accepted: 02/02/2016] [Indexed: 05/20/2023]
Abstract
Homeodomain leucine zipper class I (HD-Zip I) transcription factors (TFs) play key roles in the regulation of plant growth and development under stresses. Functions of the TaHDZipI-2 gene isolated from the endosperm of developing wheat grain were revealed. Molecular characterization of TaHDZipI-2 protein included studies of its dimerisation, protein-DNA interactions and gene activation properties using pull-down assays, in-yeast methods and transient expression assays in wheat cells. The analysis of TaHDZipI-2 gene functions was performed using transgenic barley plants. It included comparison of developmental phenotypes, yield components, grain quality, frost tolerance and the levels of expression of potential target genes in transgenic and control plants. Transgenic TaHDZipI-2 lines showed characteristic phenotypic features that included reduced growth rates, reduced biomass, early flowering, light-coloured leaves and narrowly elongated spikes. Transgenic lines produced 25-40% more seeds per spike than control plants, but with 50-60% smaller grain size. In vivo lipid imaging exposed changes in the distribution of lipids between the embryo and endosperm in transgenic seeds. Transgenic lines were significantly more tolerant to frost than control plants. Our data suggest the role of TaHDZipI-2 in controlling several key processes underlying frost tolerance, transition to flowering and spike development.
Collapse
Affiliation(s)
- Nataliya Kovalchuk
- Australian Centre for Plant Functional Genomics, School of Agriculture, Food and Wine, University of Adelaide, Waite Campus, Glen Osmond, SA, 5064, Australia
| | - William Chew
- Australian Centre for Plant Functional Genomics, School of Agriculture, Food and Wine, University of Adelaide, Waite Campus, Glen Osmond, SA, 5064, Australia
| | - Pradeep Sornaraj
- Australian Centre for Plant Functional Genomics, School of Agriculture, Food and Wine, University of Adelaide, Waite Campus, Glen Osmond, SA, 5064, Australia
| | - Nikolai Borisjuk
- Australian Centre for Plant Functional Genomics, School of Agriculture, Food and Wine, University of Adelaide, Waite Campus, Glen Osmond, SA, 5064, Australia
| | - Nannan Yang
- Australian Centre for Plant Functional Genomics, School of Agriculture, Food and Wine, University of Adelaide, Waite Campus, Glen Osmond, SA, 5064, Australia
| | - Rohan Singh
- Australian Research Council Centre of Excellence in Plant Cell Walls, School of Agriculture, Food and Wine, University of Adelaide, Waite Campus, Glen Osmond, SA, 5064, Australia
| | - Natalia Bazanova
- Australian Centre for Plant Functional Genomics, School of Agriculture, Food and Wine, University of Adelaide, Waite Campus, Glen Osmond, SA, 5064, Australia
| | - Yuri Shavrukov
- Australian Centre for Plant Functional Genomics, School of Agriculture, Food and Wine, University of Adelaide, Waite Campus, Glen Osmond, SA, 5064, Australia
| | - Andre Guendel
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research, D-06466, Gatersleben, Germany
| | - Eberhard Munz
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research, D-06466, Gatersleben, Germany
| | - Ljudmilla Borisjuk
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research, D-06466, Gatersleben, Germany
| | - Peter Langridge
- Australian Centre for Plant Functional Genomics, School of Agriculture, Food and Wine, University of Adelaide, Waite Campus, Glen Osmond, SA, 5064, Australia
| | - Maria Hrmova
- Australian Centre for Plant Functional Genomics, School of Agriculture, Food and Wine, University of Adelaide, Waite Campus, Glen Osmond, SA, 5064, Australia
| | - Sergiy Lopato
- Australian Centre for Plant Functional Genomics, School of Agriculture, Food and Wine, University of Adelaide, Waite Campus, Glen Osmond, SA, 5064, Australia
| |
Collapse
|