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Sallam M, Ghazy A, Al-Doss A, Al-Ashkar I. Combining Genetic and Phenotypic Analyses for Detecting Bread Wheat Genotypes of Drought Tolerance through Multivariate Analysis Techniques. Life (Basel) 2024; 14:183. [PMID: 38398692 PMCID: PMC10890630 DOI: 10.3390/life14020183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 01/17/2024] [Accepted: 01/21/2024] [Indexed: 02/25/2024] Open
Abstract
Successfully promoting drought tolerance in wheat genotypes will require several procedures, such as field experimentations, measuring relevant traits, using analysis tools of high precision and efficiency, and taking a complementary approach that combines analyses of phenotyping and genotyping at once. The aim of this study is to assess the genetic diversity of 60 genotypes using SSR (simple sequence repeat) markers collected from several regions of the world and select 13 of them as more genetically diverse to be re-evaluated under field conditions to study drought stress by estimating 30 agro-physio-biochemical traits. Genetic parameters and multivariate analysis were used to compare genotype traits and identify which traits are increasingly efficient at detecting wheat genotypes of drought tolerance. Hierarchical cluster (HC) analysis of SSR markers divided the genotypes into five main categories of drought tolerance: four high tolerant (HT), eight tolerant (T), nine moderate tolerant (MT), six sensitive (S), and 33 high sensitive (HS). Six traits exhibit a combination of high heritability (>60%) and genetic gain (>20%). Analyses of principal components and stepwise multiple linear regression together identified nine traits (grain yield, flag leaf area, stomatal conductance, plant height, relative turgidity, glycine betaine, polyphenol oxidase, chlorophyll content, and grain-filling duration) as a screening tool that effectively detects the variation among the 13 genotypes used. HC analysis of the nine traits divided genotypes into three main categories: T, MT, and S, representing three, five, and five genotypes, respectively, and were completely identical in linear discriminant analysis. But in the case of SSR markers, they were classified into three main categories: T, MT, and S, representing five, three, and five genotypes, respectively, which are both significantly correlated as per the Mantel test. The SSR markers were associated with nine traits, which are considered an assistance tool in the selection process for drought tolerance. So, this study is useful and has successfully detected several agro-physio-biochemical traits, associated SSR markers, and some drought-tolerant genotypes, coupled with our knowledge of the phenotypic and genotypic basis of wheat genotypes.
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Affiliation(s)
| | | | | | - Ibrahim Al-Ashkar
- Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, Riyadh 11451, Saudi Arabia; (M.S.); (A.G.); (A.A.-D.)
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2
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Du L, Ma Z, Mao H. Duplicate Genes Contribute to Variability in Abiotic Stress Resistance in Allopolyploid Wheat. PLANTS (BASEL, SWITZERLAND) 2023; 12:2465. [PMID: 37447026 DOI: 10.3390/plants12132465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 05/25/2023] [Accepted: 05/26/2023] [Indexed: 07/15/2023]
Abstract
Gene duplication is a universal biological phenomenon that drives genomic variation and diversity, plays a crucial role in plant evolution, and contributes to innovations in genetic engineering and crop development. Duplicated genes participate in the emergence of novel functionality, such as adaptability to new or more severe abiotic stress resistance. Future crop research will benefit from advanced, mechanistic understanding of the effects of gene duplication, especially in the development and deployment of high-performance, stress-resistant, elite wheat lines. In this review, we summarize the current knowledge of gene duplication in wheat, including the principle of gene duplication and its effects on gene function, the diversity of duplicated genes, and how they have functionally diverged. Then, we discuss how duplicated genes contribute to abiotic stress response and the mechanisms of duplication. Finally, we have a future prospects section that discusses the direction of future efforts in the short term regarding the elucidation of replication and retention mechanisms of repetitive genes related to abiotic stress response in wheat, excellent gene function research, and practical applications.
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Affiliation(s)
- Linying Du
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Science, Northwest A&F University, Yangling 712100, China
| | - Zhenbing Ma
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Life Science, Northwest A&F University, Yangling 712100, China
| | - Hude Mao
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling 712100, China
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Hashem M, Sandhu KS, Ismail SM, Börner A, Sallam A. Validation and marker-assisted selection of DArT-genomic regions associated with wheat yield-related traits under normal and drought conditions. Front Genet 2023; 14:1195566. [PMID: 37292145 PMCID: PMC10245129 DOI: 10.3389/fgene.2023.1195566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 05/10/2023] [Indexed: 06/10/2023] Open
Abstract
Quantitative trait loci (QTL) is one of the most important steps in marker-assisted selection. Few studies have validated quantitative trait loci for marker-assisted selection of yield traits under drought stress conditions in wheat. A set of 138 highly diverse wheat genotypes were tested under normal and drought stress conditions for 2 years. Plant height, heading date, spike length, grain number per spike, grain yield per spike, and 1000-kernel weight were scored. High genetic variation was found among genotypes in all traits scored under both conditions in the 2 years. The same panel was genotyped using a diversity-array technology (DArT) marker, and a genome-wide association study was performed to find alleles associated with yield traits under all conditions. A set of 191 significant DArT markers were identified in this study. The results of the genome-wide association study revealed eight common markers in wheat that were significantly associated with the same traits under both conditions in the 2 years. Out of the eight markers, seven were located on the D genome except one marker. Four validated markers were located on the 3D chromosome and found in complete linkage disequilibrium. Moreover, these four markers were significantly associated with the heading date under both conditions and the grain yield per spike under drought stress condition in the 2 years. This high-linkage disequilibrium genomic region was located within the TraesCS3D02G002400 gene model. Furthermore, of the eight validated markers, seven were previously reported to be associated with yield traits under normal and drought conditions. The results of this study provided very promising DArT markers that can be used for marker-assisted selection to genetically improve yield traits under normal and drought conditions.
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Affiliation(s)
- Mostafa Hashem
- Department of Genetics, Faculty of Agriculture, Assiut University, Assuit, Egypt
| | | | - Saleh M. Ismail
- Soils and Water Department, Faculty of Agriculture, Assiut University, Assiut, Egypt
| | - Andreas Börner
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
| | - Ahmed Sallam
- Department of Genetics, Faculty of Agriculture, Assiut University, Assuit, Egypt
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
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Babbar R, Tiwari LD, Mishra RC, Shimphrui R, Singh AA, Goyal I, Rana S, Kumar R, Sharma V, Tripathi G, Khungar L, Sharma J, Agrawal C, Singh G, Biswas T, Biswal AK, Sahi C, Sarkar NK, Grover A. Arabidopsis plants overexpressing additional copies of heat shock protein Hsp101 showed high heat tolerance and endo-gene silencing. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2023; 330:111639. [PMID: 36796649 DOI: 10.1016/j.plantsci.2023.111639] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 02/08/2023] [Accepted: 02/11/2023] [Indexed: 06/18/2023]
Abstract
Hsp101 chaperone is vital for survival of plants under heat stress. We generated transgenic Arabidopsis thaliana (Arabidopsis) lines with extra copies of Hsp101 gene using diverse approaches. Arabidopsis plants transformed with rice Hsp101 cDNA driven by Arabidopsis Hsp101 promoter (IN lines) showed high heat tolerance while the plants transformed with rice Hsp101 cDNA driven by CaMV35S promoter (C lines) were like wild type plants in heat stress response. Transformation of Col-0 plants with 4633 bp Hsp101 genomic fragment (GF lines) from A. thaliana containing both its coding and the regulatory sequence resulted in mostly over-expressor (OX) lines and a few under-expressor (UX) lines of Hsp101. OX lines showed enhanced heat tolerance while the UX lines were overly heat sensitive. In UX lines, silencing of not only Hsp101 endo-gene was noted but also transcript of choline kinase (CK2) was silenced. Previous work established that in Arabidopsis, CK2 and Hsp101 are convergent gene pairs sharing a bidirectional promoter. The elevated AtHsp101 protein amount in most GF and IN lines was accompanied by lowered CK2 transcript levels under HS. We observed increased methylation of the promoter and gene sequence region in UX lines; however, methylation was lacking in OX lines.
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Affiliation(s)
- Richa Babbar
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Lalit Dev Tiwari
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Ratnesh Chandra Mishra
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Rinchuila Shimphrui
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Aditya Abha Singh
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India; Department of Botany, University of Lucknow, Lucknow-226007, India
| | - Isha Goyal
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Surbhi Rana
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Ritesh Kumar
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Vijyesh Sharma
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Gayatri Tripathi
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Lisha Khungar
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Jaydeep Sharma
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Chhavi Agrawal
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Garima Singh
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Tanya Biswas
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Anup Kumar Biswal
- Department of Biological Sciences, Indian Institute of Science Education and Research, Bhopal, MP, India
| | - Chandan Sahi
- Department of Biological Sciences, Indian Institute of Science Education and Research, Bhopal, MP, India
| | - Neelam K Sarkar
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
| | - Anil Grover
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India.
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Kutasy B, Kiniczky M, Decsi K, Kálmán N, Hegedűs G, Alföldi ZP, Virág E. 'Garlic-lipo'4Plants: Liposome-Encapsulated Garlic Extract Stimulates ABA Pathway and PR Genes in Wheat ( Triticum aestivum). PLANTS (BASEL, SWITZERLAND) 2023; 12:743. [PMID: 36840091 PMCID: PMC9962754 DOI: 10.3390/plants12040743] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 01/28/2023] [Accepted: 01/31/2023] [Indexed: 06/18/2023]
Abstract
Recently, environmentally friendly crop improvements using next-generation plant biostimulants (PBs) come to the forefront in agriculture, regardless of whether they are used by scientists, farmers, or industries. Various organic and inorganic solutions have been investigated by researchers and producers, focusing on tolerance to abiotic and biotic stresses, crop quality, or nutritional deficiency. Garlic has been considered a universal remedy ever since antiquity. A supercritical carbon dioxide garlic extract encapsulated in nanoscale liposomes composed of plant-derived lipids was examined as a possible PB agent. The present study focused on the characterization of the genes associated with the pathways involved in defense response triggered by the liposome nanoparticles that were loaded with supercritical garlic extracts. This material was applied to Triticum aestivum in greenhouse experiments using foliar spraying. The effects were examined in a large-scale genome-wide transcriptional profiling experiment by collecting the samples four times (0 min, used as a control, and 15 min, 24 h, and 48 h after spraying). Based on a time-course expression analysis, the dynamics of the cellular response were determined by examining differentially expressed genes and applying a cluster analysis. The results suggested an enhanced expression of abscisic acid (ABA) pathway and pathogenesis-related (PR) genes, of which positive regulation was found for the AP2-, C2H2-, HD-ZIP-, and MYB-related transcription factor families.
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Affiliation(s)
- Barbara Kutasy
- Department of Plant Physiology and Plant Ecology, Georgikon Campus, Institute of Agronomy, Hungarian University of Agriculture and Life Sciences, Festetics Str. 7, 8360 Keszthely, Hungary
| | - Márta Kiniczky
- Research Institute for Medicinal Plants and Herbs Ltd., Lupaszigeti Str. 4, 2011 Budakalász, Hungary
| | - Kincső Decsi
- Department of Plant Physiology and Plant Ecology, Georgikon Campus, Institute of Agronomy, Hungarian University of Agriculture and Life Sciences, Festetics Str. 7, 8360 Keszthely, Hungary
| | - Nikoletta Kálmán
- Department of Biochemistry and Medical Chemistry, University of Pécs Medical School, Szigeti Str. 12, 7633 Pécs, Hungary
| | - Géza Hegedűs
- Department of Information Technology and Its Applications, Faculty of Information Technology, University of Pannonia, Gasparich Str. 18, 8900 Zalaegerszeg, Hungary
- EduCoMat Ltd., Iskola Str. 12/A, 8360 Keszthely, Hungary
- Institute of Metagenomics, University of Debrecen, Egyetem Square 1, 4032 Debrecen, Hungary
| | - Zoltán Péter Alföldi
- Department of Environmental Biology, Georgikon Campus, Hungarian University of Agriculture and Life Sciences, Festetics Str. 7, 8360 Keszthely, Hungary
| | - Eszter Virág
- Research Institute for Medicinal Plants and Herbs Ltd., Lupaszigeti Str. 4, 2011 Budakalász, Hungary
- EduCoMat Ltd., Iskola Str. 12/A, 8360 Keszthely, Hungary
- Institute of Metagenomics, University of Debrecen, Egyetem Square 1, 4032 Debrecen, Hungary
- Department of Molecular Biotechnology and Microbiology, Institute of Biotechnology, Faculty of Science and Technology, University of Debrecen, Egyetem Square 1, 4132 Debrecen, Hungary
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Growth Cessation and Dormancy Induction in Micropropagated Plantlets of Rheum rhaponticum 'Raspberry' Influenced by Photoperiod and Temperature. Int J Mol Sci 2022; 24:ijms24010607. [PMID: 36614049 PMCID: PMC9820587 DOI: 10.3390/ijms24010607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 12/27/2022] [Accepted: 12/28/2022] [Indexed: 12/31/2022] Open
Abstract
Dormancy development in micropropagated plantlets at the acclimatization stage and early growth ex vitro is undesirable as it lowers their survival rate and restricts the efficient year-round production of planting material. Thus far, little is known about the factors and mechanisms involved in the dormancy development of micropropagated herbaceous perennials, including rhubarb. This study determined physiological and molecular changes in the Rheum rhaponticum (culinary rhubarb) 'Raspberry' planting material in response to photoperiod and temperature. We found that the rhubarb plantlets that were grown under a 16-h photoperiod (LD) and a temperature within the normal growth range (17-23 °C) showed active growth of leaves and rhizomes and did not develop dormancy. Rapid growth cessation and dormancy development were observed in response to a 10-h photoperiod (SD) or elevated temperature under LD. These morphological changes were accompanied by enhanced abscisic acid (ABA) and starch levels and also the upregulation of various genes involved in carbohydrate synthesis and transport (SUS3, AMY3, BMY3, BGLU17) and ABA synthesis and signaling (ZEP and ABF2). We also found enhanced expression levels of heat shock transcription factors (HSFA2 and HSFA6B), heat shock proteins (HSP22, HSP70.1, HSP90.2 and HSP101) and antioxidant enzymes (PRX12, APX2 and GPX). This may suggest that dormancy induction in micropropagated rhubarb plantlets is a stress response to light deficiency and high temperatures and is endogenously coordinated by the ABA, carbohydrate and ROS pathways.
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Lu Y, Ha M, Li X, Wang J, Mo R, Zhang A. Distribution, expression of hexaploid wheat Fes1s and functional characterization of two TaFes1As in Arabidopsis. FRONTIERS IN PLANT SCIENCE 2022; 13:1037989. [PMID: 36325559 PMCID: PMC9621618 DOI: 10.3389/fpls.2022.1037989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 10/03/2022] [Indexed: 06/16/2023]
Abstract
Hexaploid wheat is a major food crop and is sensitive to heat stress. It is necessary to discover genes related to thermotolerance in wheat. Fes1s is a class of nucleotide exchange factor of heat shock protein 70s, proven to be participated in heat response in human, yeast, and Arabidopsis. However, little is known about Fes1s in hexaploid wheat. In this study, we identified nine Fes1s in hexaploid wheat (TaFes1s) and found that they present as three triads. A phylogenetic relationship analysis revealed that these Fes1s grouped into Fes1A, Fes1B and Fes1C subclades, and Fes1As and Fes1Bs were divergent in monocots, but possibly not in dicots. The sequences, gene structures and protein motifs of TaFes1s homoeologues within a triad were highly conserved. Through cis-elements analysis including heat shock elements, and miRNA targets prediction, we found that regulation of three TaFes1s homoeologues may be different, while the expression patterns of three homoeologues were similar. The expression levels of TaFes1As were higher than those of TaFes1Bs and TaFes1Cs, and based on these expressions, TaFes1As were chosen for functional characterization. Intriguingly, neither TaFes1A-5A nor TaFes1A-5D could not rescue the thermotolerance defect of Arabidopsis fes1a mutants at seedling stage, but in the transgenic plants seed germination was accelerated under normal and heat stress condition. The functional characterization indicated that roles of Fes1As would be different in Arabidopsis and hexaploid wheat, and function retention of TaFes1As may occur during wheat evolution. In conclusion, our study comprehensively characterized the distribution and expression of Fes1s in hexaploid wheat and found that two TaFes1As could accelerate seed germination under normal and heat stress condition.
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Affiliation(s)
- Yunze Lu
- School of Landscape and Ecological Engineering, Hebei University of Engineering, Handan, China
| | - Mingran Ha
- School of Landscape and Ecological Engineering, Hebei University of Engineering, Handan, China
| | - Xinming Li
- School of Landscape and Ecological Engineering, Hebei University of Engineering, Handan, China
| | - Junzhe Wang
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, China
| | - Ruirui Mo
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Agronomy, Northwest A&F University, Yangling, China
| | - Aihua Zhang
- School of Landscape and Ecological Engineering, Hebei University of Engineering, Handan, China
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Yasar Yildiz S, Finore I, Leone L, Romano I, Lama L, Kasavi C, Nicolaus B, Toksoy Oner E, Poli A. Genomic Analysis Provides New Insights Into Biotechnological and Industrial Potential of Parageobacillus thermantarcticus M1. Front Microbiol 2022; 13:923038. [PMID: 35756030 PMCID: PMC9218356 DOI: 10.3389/fmicb.2022.923038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 05/18/2022] [Indexed: 02/02/2023] Open
Abstract
Parageobacillus thermantarcticus strain M1 is a Gram-positive, motile, facultative anaerobic, spore forming, and thermophilic bacterium, isolated from geothermal soil of the crater of Mount Melbourne (74°22′ S, 164°40′ E) during the Italian Antarctic Expedition occurred in Austral summer 1986–1987. Strain M1 demonstrated great biotechnological and industrial potential owing to its ability to produce exopolysaccharides (EPSs), ethanol and thermostable extracellular enzymes, such as an xylanase and a β-xylosidase, and intracellular ones, such as xylose/glucose isomerase and protease. Furthermore, recent studies revealed its high potential in green chemistry due to its use in residual biomass transformation/valorization and as an appropriate model for microbial astrobiology studies. In the present study, using a systems-based approach, genomic analysis of P. thermantarcticus M1 was carried out to enlighten its functional characteristics. The elucidation of whole-genome organization of this thermophilic cell factory increased our understanding of biological mechanisms and pathways, by providing valuable information on the essential genes related to the biosynthesis of nucleotide sugar precursors, monosaccharide unit assembly, as well as the production of EPSs and ethanol. In addition, gene prediction and genome annotation studies identified genes encoding xylanolytic enzymes that are required for the conversion of lignocellulosic materials to high-value added molecules. Our findings pointed out the significant potential of strain M1 in various biotechnological and industrial applications considering its capacity to produce EPSs, ethanol and thermostable enzymes via the utilization of lignocellulosic waste materials.
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Affiliation(s)
- Songul Yasar Yildiz
- Department of Bioengineering, Istanbul Medeniyet University, Istanbul, Turkey
| | - Ilaria Finore
- Institute of Biomolecular Chemistry (ICB), National Research Council, Naples, Italy
| | - Luigi Leone
- Institute of Biomolecular Chemistry (ICB), National Research Council, Naples, Italy
| | - Ida Romano
- Institute of Biomolecular Chemistry (ICB), National Research Council, Naples, Italy
| | - Licia Lama
- Institute of Biomolecular Chemistry (ICB), National Research Council, Naples, Italy
| | - Ceyda Kasavi
- Department of Bioengineering, Industrial Biotechnology and Systems Biology (IBSB), Marmara University, Istanbul, Turkey
| | - Barbara Nicolaus
- Institute of Biomolecular Chemistry (ICB), National Research Council, Naples, Italy
| | - Ebru Toksoy Oner
- Department of Bioengineering, Industrial Biotechnology and Systems Biology (IBSB), Marmara University, Istanbul, Turkey
| | - Annarita Poli
- Institute of Biomolecular Chemistry (ICB), National Research Council, Naples, Italy
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Chakraborty A, Viswanath A, Malipatil R, Semalaiyappan J, Shah P, Ronanki S, Rathore A, Singh SP, Govindaraj M, Tonapi VA, Thirunavukkarasu N. Identification of Candidate Genes Regulating Drought Tolerance in Pearl Millet. Int J Mol Sci 2022; 23:ijms23136907. [PMID: 35805919 PMCID: PMC9266394 DOI: 10.3390/ijms23136907] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 06/16/2022] [Accepted: 06/18/2022] [Indexed: 12/12/2022] Open
Abstract
Pearl millet is an important crop of the arid and semi-arid ecologies to sustain food and fodder production. The greater tolerance to drought stress attracts us to examine its cellular and molecular mechanisms via functional genomics approaches to augment the grain yield. Here, we studied the drought response of 48 inbreds representing four different maturity groups at the flowering stage. A set of 74 drought-responsive genes were separated into five major phylogenic groups belonging to eight functional groups, namely ABA signaling, hormone signaling, ion and osmotic homeostasis, TF-mediated regulation, molecular adaptation, signal transduction, physiological adaptation, detoxification, which were comprehensively studied. Among the conserved motifs of the drought-responsive genes, the protein kinases and MYB domain proteins were the most conserved ones. Comparative in-silico analysis of the drought genes across millet crops showed foxtail millet had most orthologs with pearl millet. Of 698 haplotypes identified across millet crops, MyC2 and Myb4 had maximum haplotypes. The protein–protein interaction network identified ABI2, P5CS, CDPK, DREB, MYB, and CYP707A3 as major hub genes. The expression assay showed the presence of common as well as unique drought-responsive genes across maturity groups. Drought tolerant genotypes in respective maturity groups were identified from the expression pattern of genes. Among several gene families, ABA signaling, TFs, and signaling proteins were the prospective contributors to drought tolerance across maturity groups. The functionally validated genes could be used as promising candidates in backcross breeding, genomic selection, and gene-editing schemes in pearl millet and other millet crops to increase the yield in drought-prone arid and semi-arid ecologies.
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Affiliation(s)
- Animikha Chakraborty
- ICAR-Indian Institute of Millets Research, Hyderabad 500030, India; (A.C.); (A.V.); (R.M.); (J.S.); (P.S.); (S.R.); (V.A.T.)
| | - Aswini Viswanath
- ICAR-Indian Institute of Millets Research, Hyderabad 500030, India; (A.C.); (A.V.); (R.M.); (J.S.); (P.S.); (S.R.); (V.A.T.)
| | - Renuka Malipatil
- ICAR-Indian Institute of Millets Research, Hyderabad 500030, India; (A.C.); (A.V.); (R.M.); (J.S.); (P.S.); (S.R.); (V.A.T.)
| | - Janani Semalaiyappan
- ICAR-Indian Institute of Millets Research, Hyderabad 500030, India; (A.C.); (A.V.); (R.M.); (J.S.); (P.S.); (S.R.); (V.A.T.)
| | - Priya Shah
- ICAR-Indian Institute of Millets Research, Hyderabad 500030, India; (A.C.); (A.V.); (R.M.); (J.S.); (P.S.); (S.R.); (V.A.T.)
| | - Swarna Ronanki
- ICAR-Indian Institute of Millets Research, Hyderabad 500030, India; (A.C.); (A.V.); (R.M.); (J.S.); (P.S.); (S.R.); (V.A.T.)
| | - Abhishek Rathore
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru 502324, India;
| | - Sumer Pal Singh
- ICAR-Indian Agricultural Research Institute, New Delhi 110012, India;
| | - Mahalingam Govindaraj
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru 502324, India;
- Correspondence: (M.G.); (N.T.)
| | - Vilas A. Tonapi
- ICAR-Indian Institute of Millets Research, Hyderabad 500030, India; (A.C.); (A.V.); (R.M.); (J.S.); (P.S.); (S.R.); (V.A.T.)
| | - Nepolean Thirunavukkarasu
- ICAR-Indian Institute of Millets Research, Hyderabad 500030, India; (A.C.); (A.V.); (R.M.); (J.S.); (P.S.); (S.R.); (V.A.T.)
- Correspondence: (M.G.); (N.T.)
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10
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Magar MM, Liu H, Yan G. Genome-Wide Analysis of AP2/ERF Superfamily Genes in Contrasting Wheat Genotypes Reveals Heat Stress-Related Candidate Genes. FRONTIERS IN PLANT SCIENCE 2022; 13:853086. [PMID: 35498651 PMCID: PMC9044922 DOI: 10.3389/fpls.2022.853086] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 03/03/2022] [Indexed: 06/09/2023]
Abstract
The AP2/ERF superfamily is one of the largest groups of transcription factors (TFs) in plants, which plays important roles in regulating plant growth and development under heat stress. A complete genome-wide identification, characterization, and expression analysis of AP2/ERF superfamily genes focusing on heat stress response were conducted in bread wheat. This study identified 630 putative AP2/ERF superfamily TF genes in wheat, with 517 genes containing well-defined AP2-protein domains. They were classified into five sub-families, according to domain content, conserved motif, and gene structure. The unique genes identified in this study were 112 TaERF genes, 77 TaDREB genes, four TaAP2 genes, and one TaRAV gene. The chromosomal distribution analysis showed the unequal distribution of TaAP2/ERF genes in 21 wheat chromosomes, with 127 pairs of segmental duplications and one pair of tandem duplication, highly concentrated in TaERF and TaDREB sub-families. The qRT-PCR validation of differentially expressed genes (DEGs) in contrasting wheat genotypes under heat stress conditions revealed that significant DEGs in tolerant and susceptible genotypes could unequivocally differentiate tolerant and susceptible wheat genotypes. This study provides useful information on TaAP2/ERF superfamily genes and reveals candidate genes in response to heat stress, which forms a foundation for heat tolerance breeding in wheat.
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Hasseb NM, Sallam A, Karam MA, Gao L, Wang RRC, Moursi YS. High-LD SNP markers exhibiting pleiotropic effects on salt tolerance at germination and seedlings stages in spring wheat. PLANT MOLECULAR BIOLOGY 2022; 108:585-603. [PMID: 35217965 PMCID: PMC8967789 DOI: 10.1007/s11103-022-01248-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Accepted: 01/25/2022] [Indexed: 06/01/2023]
Abstract
Salt tolerance at germination and seedling growth stages was investigated. GWAS revealed nine genomic regions with pleiotropic effects on salt tolerance. Salt tolerant genotypes were identified for future breeding program. With 20% of the irrigated land worldwide affected by it, salinity is a serious threat to plant development and crop production. While wheat is the most stable food source worldwide, it has been classified as moderately tolerant to salinity. In several crop plants; such as barley, maize and rice, it has been shown that salinity tolerance at seed germination and seedling establishment is under polygenic control. As yield was the ultimate goal of breeders and geneticists, less attention has been paid to understanding the genetic architecture of salt tolerance at early stages. Thus, the genetic control of salt tolerance at these stages is poorly understood relative to the late stages. In the current study, 176 genotypes of spring wheat were tested for salinity tolerance at seed germination and seedling establishment. Genome-Wide Association Study (GWAS) has been used to identify the genomic regions/genes conferring salt tolerance at seed germination and seedling establishment. Salinity stress negatively impacted all germination and seedling development parameters. A set of 137 SNPs showed significant association with the traits of interest. Across the whole genome, 33 regions showed high linkage disequilibrium (LD). These high LD regions harbored 15 SNPs with pleiotropic effect (i.e. SNPs that control more than one trait). Nine genes belonging to different functional groups were found to be associated with the pleiotropic SNPs. Noteworthy, chromosome 2B harbored the gene TraesCS2B02G135900 that acts as a potassium transporter. Remarkably, one SNP marker, reported in an early study, associated with salt tolerance was validated in this study. Our findings represent potential targets of genetic manipulation to understand and improve salinity tolerance in wheat.
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Affiliation(s)
- Nouran M Hasseb
- Department of Botany, Faculty of Science, Fayoum University, Fayoum, 63514, Egypt
| | - Ahmed Sallam
- Department of Genetics, Faculty of Agriculture, Assiut University, Assiut, 71526, Egypt.
| | - Mohamed A Karam
- Department of Botany, Faculty of Science, Fayoum University, Fayoum, 63514, Egypt
| | - Liangliang Gao
- Department of Plant Pathology and Wheat Genetics Resource Center, Kansas State Univ, Manhattan, KS, 66502, USA
- Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, Buxin Road 97, Dapeng-District, Shenzhen, 518120, Guangdong, China
| | - Richard R C Wang
- USDA-ARS Forage and Range Research Lab, Utah State University, Logan, UT, 84322-6300, USA
| | - Yasser S Moursi
- Department of Botany, Faculty of Science, Fayoum University, Fayoum, 63514, Egypt
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Preston JC, Wooliver R, Driscoll H, Coughlin A, Sheth SN. Spatial variation in high temperature-regulated gene expression predicts evolution of plasticity with climate change in the scarlet monkeyflower. Mol Ecol 2022; 31:1254-1268. [PMID: 34859530 PMCID: PMC8821412 DOI: 10.1111/mec.16300] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 11/13/2021] [Accepted: 11/24/2021] [Indexed: 02/03/2023]
Abstract
A major way that organisms can adapt to changing environmental conditions is by evolving increased or decreased phenotypic plasticity. In the face of current global warming, more attention is being paid to the role of plasticity in maintaining fitness as abiotic conditions change over time. However, given that temporal data can be challenging to acquire, a major question is whether evolution in plasticity across space can predict adaptive plasticity across time. In growth chambers simulating two thermal regimes, we generated transcriptome data for western North American scarlet monkeyflowers (Mimulus cardinalis) collected from different latitudes and years (2010 and 2017) to test hypotheses about how plasticity in gene expression is responding to increases in temperature, and if this pattern is consistent across time and space. Supporting the genetic compensation hypothesis, individuals whose progenitors were collected from the warmer-origin northern 2017 descendant cohort showed lower thermal plasticity in gene expression than their cooler-origin northern 2010 ancestors. This was largely due to a change in response at the warmer (40°C) rather than cooler (20°C) treatment. A similar pattern of reduced plasticity, largely due to a change in response at 40°C, was also found for the cooler-origin northern versus the warmer-origin southern population from 2017. Our results demonstrate that reduced phenotypic plasticity can evolve with warming and that spatial and temporal changes in plasticity predict one another.
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Affiliation(s)
- Jill C. Preston
- Department of Plant Biology, The University of Vermont, 63 Carrigan Drive, Burlington, VT 05405, USA,Corresponding author:
| | - Rachel Wooliver
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, North Carolina, USA,Current address: Department of Biosystems Engineering and Soil Science, University of Tennessee, Knoxville, Tennessee, USA
| | - Heather Driscoll
- Bioinformatics Core, Vermont Biomedical Research Network, Department of Biology, Norwich University, 158 Harmon Drive, Northfield, VT 05663, USA
| | - Aeran Coughlin
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, North Carolina, USA
| | - Seema N. Sheth
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, North Carolina, USA
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Zhang L, He J, He H, Wu J, Li M. Genome-wide unbalanced expression bias and expression level dominance toward Brassica oleracea in artificially synthesized intergeneric hybrids of Raphanobrassica. HORTICULTURE RESEARCH 2021; 8:246. [PMID: 34848691 PMCID: PMC8633066 DOI: 10.1038/s41438-021-00672-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 07/27/2021] [Accepted: 07/30/2021] [Indexed: 05/04/2023]
Abstract
Raphanobrassica (RrRrCrCr, 2n = 4x = 36), which is generated by distant hybridization between the maternal parent Raphanus sativus (RsRs, 2n = 2x = 18) and the paternal parent Brassica oleracea (C°C°, 2n = 2x = 18), displays intermediate silique phenotypes compared to diploid progenitors. However, the hybrid shares much more similarities in silique phenotypes with those of B. oleracea than those of R. sativus. Strikingly, the silique of Raphanobrassica is obviously split into two parts. To investigate the gene expression patterns behind these phenomena, transcriptome analysis was performed on the upper, middle, and lower sections of pods (RCsiu, RCsim, and RCsil), seeds in the upper and lower sections of siliques (RCseu and RCsel) from Raphanobrassica, whole pods (Rsi and Csi) and all seeds in the siliques (Rse and Cse) from R. sativus and B. oleracea. Transcriptome shock was observed in all five aforementioned tissues of Raphanobrassica. Genome-wide unbalanced biased expression and expression level dominance were also discovered, and both of them were toward B. oleracea in Raphanobrassica, which is consistent with the observed phenotypes. The present results reveal the global gene expression patterns of different sections of siliques of Raphanobrassica, pods, and seeds of B. oleracea and R. sativus, unraveling the tight correlation between global gene expression patterns and phenotypes of the hybrid and its parents.
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Affiliation(s)
- Libin Zhang
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Jianjie He
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Hongsheng He
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Jiangsheng Wu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Maoteng Li
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China.
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Soliman WS, Abbas AM, Novak SJ, Fujimori M, Tase K, Sugiyama SI. Inheritance of heat tolerance in perennial ryegrass ( Lolium perenne, Poaceae): evidence from progeny array analysis. PeerJ 2021; 9:e11782. [PMID: 34322326 PMCID: PMC8300491 DOI: 10.7717/peerj.11782] [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: 09/10/2020] [Accepted: 06/24/2021] [Indexed: 01/27/2023] Open
Abstract
Background Heat stress is considered one of the most important environmental factors influencing plant physiology, growth, development, and reproductive output. The occurrence and damage caused by heat stress will likely increase with global climate change. Thus, there is an urgent need to better understand the genetic basis of heat tolerance, especially in cool season plants. Materials and Methods In this study, we assessed the inheritance of heat tolerance in perennial ryegrass (Lolium perenne L. subspecies perenne) , a cool season grass, through a comparison of two parental cultivars with their offspring. We crossed plants of a heat tolerant cultivar (Kangaroo Valley) with plants of a heat sensitive cultivar (Norlea), to generate 72 F1 hybrid progeny arrays. Both parents and their progeny were then exposed to heat stress for 40 days, and their photosynthetic performance (Fv/Fm values) and leaf H2O2 content were measured. Results As expected, Kangaroo Valley had significantly higher Fv/Fm values and significantly lower H2O2 concentrations than Norlea. For the F1 progeny arrays, values of Fv/Fm decreased gradually with increasing exposure to heat stress, while the content of H2O 2 increased. The progeny had a wide distribution of Fv/Fm and H 2O2 values at 40 days of heat stress. Approximately 95% of the 72 F1 progeny arrays had Fv/Fm values that were equal to or intermediate to the values of the two parental cultivars and 68% of the progeny arrays had H2O2 concentrations equal to or intermediate to their two parents. Conclusion Results of this study indicate considerable additive genetic variation for heat tolerance among the 72 progeny arrays generated from these crosses, and such diversity can be used to improve heat tolerance in perennial ryegrass cultivars. Our findings point to the benefits of combining physiological measurements within a genetic framework to assess the inheritance of heat tolerance, a complex plant response.
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Affiliation(s)
- Wagdi S Soliman
- Department of Horticulture, Faculty of Agriculture and Natural Resources, Aswan University, Aswan, Egypt
| | - Ahmed M Abbas
- Department of Biology, College of Science, King Khalid University, Abha, Saudi Arabia.,Department of Botany and Microbiology, Faculty of Science, South Valley University, Qena, Egypt
| | - Stephen J Novak
- Department of Biological Sciences, Boise State University, Boise, ID, United States of America
| | | | - Kazuhiro Tase
- National Agricultural Research Center for Hokkaido Region, Sapporo, Japan
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Jakhu P, Sharma P, Yadav IS, Kaur P, Kaur S, Chhuneja P, Singh K. Cloning, expression analysis and In silico characterization of HSP101: a potential player conferring heat stress in Aegilops speltoides (Tausch) Gren. PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2021; 27:1205-1218. [PMID: 34220041 PMCID: PMC8212197 DOI: 10.1007/s12298-021-01005-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 04/22/2021] [Accepted: 05/18/2021] [Indexed: 05/05/2023]
Abstract
UNLABELLED Heat shock protein (HSP101) function as molecular chaperones and confer thermotolerance to plants. In the present investigation, identification, comprehensive expression analysis, phylogeny and protein modelling of HSP101 gene has been done in Aegilops speltoides accession Pau3583. In the present study, we cloned and in silico characterized a HSP101C gene designated as AsHSP101C-Pau3583. AsHSP101C-Pau3583 is 4180 bp long with seven exons and six introns and encoded a polypeptide of 910 amino acids predicted by FGENESH. We have identified 58 SNPs between the AsHSP101C-Pau3583 and reference gene sequence extracted from Ae. speltoides TGAC assembly. Real-time RT-PCR analysis of expression levels of HSP101 gene in two wheat genotypes under heat stress revealed that gene namely HSP101C was up-regulated in Aegilops speltoides acc. Pau3583 by > fourfold in comparison to Triticum aestivum cv. PBW343 under heat stress signifies that it plays a role in conferring heat tolerance. Sequence comparison and phylogenetic analysis of AsHSP101C-Pau3583 with seven wheat homologs Triticum aestivum, Aegilops speltoides (TGAC), Triticum durum cv Cappelli, Triticum durum cv Strongfield, Triticum monococcum, Aegilops tauschii and Triticum urartu showed significant similarities with highly conserved coding regions and functional domains (AAA, AAA + 2, ClpB domains), suggesting the conserved function of HSP101C in different species. The illustration of the protein models of HSP101C in homologs provided information for the ATP-binding motifs within the nucleotide binding domains (NBD), specific for the chaperone activity. These findings are important and identified SNPs could be used for designing markers for ensuring the transfer of AsHSP101C-Pau3583 gene into hexaploid wheat and its role in heat tolerance. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s12298-021-01005-2.
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Affiliation(s)
- Pratibha Jakhu
- School of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, 141 004 India
| | - Priti Sharma
- School of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, 141 004 India
| | - Inderjit Singh Yadav
- School of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, 141 004 India
| | - Parampreet Kaur
- School of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, 141 004 India
| | - Satinder Kaur
- School of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, 141 004 India
| | - Parveen Chhuneja
- School of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, 141 004 India
| | - Kuldeep Singh
- School of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, 141 004 India
- National Bureau of Plant Genetic Resources, Delhi, 110012 India
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Liu H, Mullan D, Zhang C, Zhao S, Li X, Zhang A, Lu Z, Wang Y, Yan G. Major genomic regions responsible for wheat yield and its components as revealed by meta-QTL and genotype-phenotype association analyses. PLANTA 2020; 252:65. [PMID: 32970252 DOI: 10.1007/s00425-020-03466-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Accepted: 09/12/2020] [Indexed: 12/17/2022]
Abstract
MAIN CONCLUSION Meta-QTL (MQTL) analysis was done for yield-related traits in wheat. Candidate genes were identified within the refined MQTL and further validated by genotype-phenotype association analysis. Extensive studies have been undertaken on quantitative trait locus/loci (QTL) for wheat yield and its component traits. This study conducted a meta-analysis of 381 QTL related to wheat yield under various environments, including irrigated, drought- and/or heat-stressed conditions. Markers flanking meta-QTL (MQTL) were mapped on the wheat reference genome for their physical positions. Putative candidate genes were examined for MQTL with a physical interval of less than 20 Mbp. A total of 86 MQTL were identified as responsible for yield, of which 34 were for irrigated environments, 39 for drought-stressed environments, 36 for heat-stressed environments, and 23 for both drought- and heat-stressed environments. The high-confidence genes within the physical positions of the MQTL flanking markers were screened in the reference genome RefSeq V1.0, which identified 210 putative candidate genes. The phenotypic data for 14 contrasting genotypes with either high or low yield performance-according to the Australian National Variety Trials-were associated with their genotypic data obtained through ddRAD sequencing, which validated 18 genes or gene clusters associated with MQTL that had important roles for wheat yield. The detected and refined MQTL and candidate genes will be useful for marker-assisted selection of high yield in wheat breeding.
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Affiliation(s)
- Hui Liu
- School of Plant Biology, Faculty of Science and The UWA Institute of Agriculture, The University of Western Australia, Perth, WA, 6009, Australia
| | - Daniel Mullan
- InterGrain Pty Ltd, 19 Ambitious Link, Bibra Lake, WA, 6163, Australia
| | - Chi Zhang
- Beijing Genomics Institute, Shenzhen, 518053, China
| | - Shancen Zhao
- Beijing Genomics Institute, Shenzhen, 518053, China
| | - Xin Li
- The State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chicness Academy of Sciences, Beijing, 100101, China
| | - Aimin Zhang
- The State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chicness Academy of Sciences, Beijing, 100101, China
| | - Zhanyuan Lu
- Inner Mongolia Academy of Agricultural and Animal Husbandry Sciences, No. 22, Yuquan Qu Zhaojun Lu, Hohhot, Inner Mongolia Autonomous Region, China
| | - Yong Wang
- Wheat Research Institute, Gansu Academy of Agricultural Sciences, Lanzhou, 730070, China
| | - Guijun Yan
- School of Plant Biology, Faculty of Science and The UWA Institute of Agriculture, The University of Western Australia, Perth, WA, 6009, Australia.
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