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Nyikó T, Gyula P, Ráth S, Sós‐Hegedűs A, Csorba T, Abbas SH, Bóka K, Pettkó‐Szandtner A, Móricz ÁM, Molnár BP, Erdei AL, Szittya G. INCREASED DNA METHYLATION 3 forms a potential chromatin remodelling complex with HAIRPLUS to regulate DNA methylation and trichome development in tomato. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2025; 121:e70085. [PMID: 40121617 PMCID: PMC11930289 DOI: 10.1111/tpj.70085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 02/13/2025] [Accepted: 02/22/2025] [Indexed: 03/25/2025]
Abstract
DNA methylation, a dynamic epigenetic mark influencing gene expression, is regulated by DNA demethylases that remove methylated cytosines at genomic regions marked by the INCREASED DNA METHYLATION (IDM) complex. In Arabidopsis, IDM3, a small α-crystalline domain-containing protein, stabilises the IDM complex. To investigate its role in tomato, we generated slidm3 mutants using genome editing. These mutants displayed a 'hairy' phenotype with increased glandular trichomes, resembling the hairplus (hap) mutant. Affinity purification of SlIDM3-GFP associated proteins identified several chromatin remodelling factors, including HAP. Genome-wide DNA methylation analysis revealed sequence context dependent alterations in the slidm3-1 plants, similar to the hap mutant. CHH methylation was predominantly increased, while CG methylation, particularly in intergenic regions, was decreased in both mutants. This imbalanced methylation suggests the presence of a 'methylstat' mechanism attempting to restore methylation levels at abnormally demethylated sites in the mutants. Comparative functional analysis of differentially methylated regions in the slidm3-1 and hap mutants identified potential methylation-regulated genes that could be linked to the hairy phenotype. Our findings indicate that SlIDM3 may form a chromatin remodelling complex with HAP, epigenetically regulating trichome development.
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Affiliation(s)
- Tünde Nyikó
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
| | - Péter Gyula
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
| | - Szilvia Ráth
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
| | - Anita Sós‐Hegedűs
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
| | - Tibor Csorba
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
| | - Syed Hussam Abbas
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
| | - Károly Bóka
- Department of Plant AnatomyEötvös Loránd UniversityBudapestHungary
| | | | - Ágnes M. Móricz
- Plant Protection Institute, Centre for Agricultural Research, Eötvös Loránd Research NetworkBudapestHungary
| | - Béla Péter Molnár
- Plant Protection Institute, Centre for Agricultural Research, Eötvös Loránd Research NetworkBudapestHungary
| | - Anna Laura Erdei
- Plant Protection Institute, Centre for Agricultural Research, Eötvös Loránd Research NetworkBudapestHungary
- Department of Plant Protection BiologySwedish University of Agricultural SciencesAlnarpSweden
| | - György Szittya
- Department of Plant BiotechnologyHungarian University of Agriculture and Life SciencesGödöllőHungary
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2
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Dal Santo S, De Paoli E, Pagliarani C, Amato A, Celii M, Boccacci P, Zenoni S, Gambino G, Perrone I. Stress responses and epigenomic instability mark the loss of somatic embryogenesis competence in grapevine. PLANT PHYSIOLOGY 2022; 188:490-508. [PMID: 34726761 PMCID: PMC8774814 DOI: 10.1093/plphys/kiab477] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 09/17/2021] [Indexed: 06/13/2023]
Abstract
Somatic embryogenesis (SE) represents the most appropriate tool for next-generation breeding methods in woody plants such as grapevine (Vitis vinifera L.). However, in this species, the SE competence is strongly genotype-dependent and the molecular basis of this phenomenon is poorly understood. We explored the genetic and epigenetic basis of SE in grapevine by profiling the transcriptome, epigenome, and small RNAome of undifferentiated, embryogenic, and non-embryogenic callus tissues derived from two genotypes differing in competence for SE, Sangiovese and Cabernet Sauvignon. During the successful formation of embryonic callus, we observed the upregulation of epigenetic-related transcripts and short interfering RNAs in association with DNA hypermethylation at transposable elements in both varieties. Nevertheless, the switch to nonembryonic development matched the incomplete reinforcement of transposon silencing, and the evidence of such effect was more apparent in the recalcitrant Cabernet Sauvignon. Transcriptomic differences between the two genotypes were maximized already at early stage of culture where the recalcitrant variety expressed a broad panel of genes related to stress responses and secondary metabolism. Our data provide a different angle on the SE molecular dynamics that can be exploited to leverage SE as a biotechnological tool for fruit crop breeding.
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Affiliation(s)
- Silvia Dal Santo
- Department of Biotechnology, University of Verona, Verona 37134, Italy
| | - Emanuele De Paoli
- Department of Agri-Food, Environmental and Animal Sciences, University of Udine, Udine 33100, Italy
| | - Chiara Pagliarani
- Institute for Sustainable Plant Protection, National Research Council (IPSP-CNR), Torino 10135, Italy
| | - Alessandra Amato
- Department of Biotechnology, University of Verona, Verona 37134, Italy
| | - Mirko Celii
- Department of Agri-Food, Environmental and Animal Sciences, University of Udine, Udine 33100, Italy
| | - Paolo Boccacci
- Institute for Sustainable Plant Protection, National Research Council (IPSP-CNR), Torino 10135, Italy
| | - Sara Zenoni
- Department of Biotechnology, University of Verona, Verona 37134, Italy
| | - Giorgio Gambino
- Institute for Sustainable Plant Protection, National Research Council (IPSP-CNR), Torino 10135, Italy
| | - Irene Perrone
- Institute for Sustainable Plant Protection, National Research Council (IPSP-CNR), Torino 10135, Italy
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The Dynamism of Transposon Methylation for Plant Development and Stress Adaptation. Int J Mol Sci 2021; 22:ijms222111387. [PMID: 34768817 PMCID: PMC8583499 DOI: 10.3390/ijms222111387] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 10/13/2021] [Accepted: 10/19/2021] [Indexed: 02/06/2023] Open
Abstract
Plant development processes are regulated by epigenetic alterations that shape nuclear structure, gene expression, and phenotypic plasticity; these alterations can provide the plant with protection from environmental stresses. During plant growth and development, these processes play a significant role in regulating gene expression to remodel chromatin structure. These epigenetic alterations are mainly regulated by transposable elements (TEs) whose abundance in plant genomes results in their interaction with genomes. Thus, TEs are the main source of epigenetic changes and form a substantial part of the plant genome. Furthermore, TEs can be activated under stress conditions, and activated elements cause mutagenic effects and substantial genetic variability. This introduces novel gene functions and structural variation in the insertion sites and primarily contributes to epigenetic modifications. Altogether, these modifications indirectly or directly provide the ability to withstand environmental stresses. In recent years, many studies have shown that TE methylation plays a major role in the evolution of the plant genome through epigenetic process that regulate gene imprinting, thereby upholding genome stability. The induced genetic rearrangements and insertions of mobile genetic elements in regions of active euchromatin contribute to genome alteration, leading to genomic stress. These TE-mediated epigenetic modifications lead to phenotypic diversity, genetic variation, and environmental stress tolerance. Thus, TE methylation is essential for plant evolution and stress adaptation, and TEs hold a relevant military position in the plant genome. High-throughput techniques have greatly advanced the understanding of TE-mediated gene expression and its associations with genome methylation and suggest that controlled mobilization of TEs could be used for crop breeding. However, development application in this area has been limited, and an integrated view of TE function and subsequent processes is lacking. In this review, we explore the enormous diversity and likely functions of the TE repertoire in adaptive evolution and discuss some recent examples of how TEs impact gene expression in plant development and stress adaptation.
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Buerstmayr M, Wagner C, Nosenko T, Omony J, Steiner B, Nussbaumer T, Mayer KFX, Buerstmayr H. Fusarium head blight resistance in European winter wheat: insights from genome-wide transcriptome analysis. BMC Genomics 2021; 22:470. [PMID: 34167474 PMCID: PMC8228913 DOI: 10.1186/s12864-021-07800-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 06/07/2021] [Indexed: 12/24/2022] Open
Abstract
Background Fusarium head blight (FHB) is a devastating disease of wheat worldwide. Resistance to FHB is quantitatively controlled by the combined effects of many small to medium effect QTL. Flowering traits, especially the extent of extruded anthers, are strongly associated with FHB resistance. Results To characterize the genetic basis of FHB resistance, we generated and analyzed phenotypic and gene expression data on the response to Fusarium graminearum (Fg) infection in 96 European winter wheat genotypes, including several lines containing introgressions from the highly resistant Asian cultivar Sumai3. The 96 lines represented a broad range in FHB resistance and were assigned to sub-groups based on their phenotypic FHB severity score. Comparative analyses were conducted to connect sub-group-specific expression profiles in response to Fg infection with FHB resistance level. Collectively, over 12,300 wheat genes were Fusarium responsive. The core set of genes induced in response to Fg was common across different resistance groups, indicating that the activation of basal defense response mechanisms was largely independent of the resistance level of the wheat line. Fg-induced genes tended to have higher expression levels in more susceptible genotypes. Compared to the more susceptible non-Sumai3 lines, the Sumai3-derivatives demonstrated higher constitutive expression of genes associated with cell wall and plant-type secondary cell wall biogenesis and higher constitutive and Fg-induced expression of genes involved in terpene metabolism. Gene expression analysis of the FHB QTL Qfhs.ifa-5A identified a constitutively expressed gene encoding a stress response NST1-like protein (TraesCS5A01G211300LC) as a candidate gene for FHB resistance. NST1 genes are key regulators of secondary cell wall biosynthesis in anther endothecium cells. Whether the stress response NST1-like gene affects anther extrusion, thereby affecting FHB resistance, needs further investigation. Conclusion Induced and preexisting cell wall components and terpene metabolites contribute to resistance and limit fungal colonization early on. In contrast, excessive gene expression directs plant defense response towards programmed cell death which favors necrotrophic growth of the Fg pathogen and could thus lead to increased fungal colonization. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-021-07800-1.
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Affiliation(s)
- Maria Buerstmayr
- University of Natural Resources and Life Sciences, Austria, Department of Agrobiotechnology - IFA Tulln, Institute of Biotechnology in Plant Production, Konrad Lorenz Str 20, Tulln, Austria.
| | - Christian Wagner
- University of Natural Resources and Life Sciences, Austria, Department of Agrobiotechnology - IFA Tulln, Institute of Biotechnology in Plant Production, Konrad Lorenz Str 20, Tulln, Austria
| | - Tetyana Nosenko
- Helmholtz Zentrum München, Germany, PGSB Plant Genome and Systems Biology, German Research Center for Environmental Health, Neuherberg, Germany.,Helmholtz Zentrum München, Germany, Research Unit Environmental Simulation (EUS) at the Institute of Biochemical Plant Pathology (BIOP), Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
| | - Jimmy Omony
- Helmholtz Zentrum München, Germany, PGSB Plant Genome and Systems Biology, German Research Center for Environmental Health, Neuherberg, Germany.,Helmholtz Zentrum München, Germany, Institut für Asthma- und Allergieprävention (IAP), Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Munich, Germany
| | - Barbara Steiner
- University of Natural Resources and Life Sciences, Austria, Department of Agrobiotechnology - IFA Tulln, Institute of Biotechnology in Plant Production, Konrad Lorenz Str 20, Tulln, Austria
| | - Thomas Nussbaumer
- Helmholtz Zentrum München, Germany, Institute of Network Biology (INET), Ingolstädter Landstraße 1, 85764, Neuherberg, Germany.,Helmholtz Zentrum München, Germany, Institute of Environmental Medicine UNIKA-T, Technical University and Helmholtz Zentrum München, Augsburg, Germany
| | - Klaus F X Mayer
- Helmholtz Zentrum München, Germany, PGSB Plant Genome and Systems Biology, German Research Center for Environmental Health, Neuherberg, Germany
| | - Hermann Buerstmayr
- University of Natural Resources and Life Sciences, Austria, Department of Agrobiotechnology - IFA Tulln, Institute of Biotechnology in Plant Production, Konrad Lorenz Str 20, Tulln, Austria
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5
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Tyczewska A, Gracz-Bernaciak J, Szymkowiak J, Twardowski T. Herbicide stress-induced DNA methylation changes in two Zea mays inbred lines differing in Roundup® resistance. J Appl Genet 2021; 62:235-248. [PMID: 33512663 PMCID: PMC8032638 DOI: 10.1007/s13353-021-00609-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 12/29/2020] [Accepted: 01/03/2021] [Indexed: 01/18/2023]
Abstract
DNA methylation plays a crucial role in the regulation of gene expression, activity of transposable elements, defense against foreign DNA, and inheritance of specific gene expression patterns. The link between stress exposure and sequence-specific changes in DNA methylation was hypothetical until it was shown that stresses can induce changes in the gene expression through hypomethylation or hypermethylation of DNA. To detect changes in DNA methylation under herbicide stress in two local Zea mays inbred lines exhibiting differential susceptibility to Roundup®, the methylation-sensitive amplified polymorphism (MSAP) technique was used. The overall DNA methylation levels were determined at approximately 60% for both tested lines. The most significant changes were observed for the more sensitive Z. mays line, where 6 h after the herbicide application, a large increase in the level of DNA methylation (attributed to the increase in fully methylated bands (18.65%)) was noted. DNA sequencing revealed that changes in DNA methylation profiles occurred in genes encoding heat shock proteins, membrane proteins, transporters, kinases, lipases, methyltransferases, zinc-finger proteins, cytochromes, and transposons. Herbicide stress-induced changes depended on the Z. mays variety, and the large increase in DNA methylation level in the sensitive line resulted in a lower ability to cope with stress conditions.
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Affiliation(s)
- Agata Tyczewska
- Institute of Bioorganic Chemistry Polish Academy of Sciences, Poznań, Poland
| | | | - Jakub Szymkowiak
- Institute of Bioorganic Chemistry Polish Academy of Sciences, Poznań, Poland
| | - Tomasz Twardowski
- Institute of Bioorganic Chemistry Polish Academy of Sciences, Poznań, Poland
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6
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Paponov IA, Fliegmann J, Narayana R, Maffei ME. Differential root and shoot magnetoresponses in Arabidopsis thaliana. Sci Rep 2021; 11:9195. [PMID: 33911161 PMCID: PMC8080623 DOI: 10.1038/s41598-021-88695-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 04/15/2021] [Indexed: 12/27/2022] Open
Abstract
The geomagnetic field (GMF) is one of the environmental stimuli that plants experience continuously on Earth; however, the actions of the GMF on plants are poorly understood. Here, we carried out a time-course microarray experiment to identify genes that are differentially regulated by the GMF in shoot and roots. We also used qPCR to validate the activity of some genes selected from the microarray analysis in a dose-dependent magnetic field experiment. We found that the GMF regulated genes in both shoot and roots, suggesting that both organs can sense the GMF. However, 49% of the genes were regulated in a reverse direction in these organs, meaning that the resident signaling networks define the up- or downregulation of specific genes. The set of GMF-regulated genes strongly overlapped with various stress-responsive genes, implicating the involvement of one or more common signals, such as reactive oxygen species, in these responses. The biphasic dose response of GMF-responsive genes indicates a hormetic response of plants to the GMF. At present, no evidence exists to indicate any evolutionary advantage of plant adaptation to the GMF; however, plants can sense and respond to the GMF using the signaling networks involved in stress responses.
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Affiliation(s)
- Ivan A Paponov
- Department of Food Science, Aarhus University, Aarhus, Denmark
| | - Judith Fliegmann
- ZMBP Center for Plant Molecular Biology, University of Tübingen, Tübingen, Germany
| | - Ravishankar Narayana
- Citrus Research and Education Center, University of Florida, Lake Alfred, FL, USA
| | - Massimo E Maffei
- Plant Physiology Unit, Department Life Sciences and Systems Biology, University of Turin, Turin, Italy.
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7
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Thieme M, Roulin AC. Identification of Active Transposable Elements in Plants: The Mobilome-Seq Approach. Methods Mol Biol 2021; 2250:95-102. [PMID: 33900595 DOI: 10.1007/978-1-0716-1134-0_8] [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] [Indexed: 04/18/2023]
Abstract
Transposable elements (TEs) are the main component of eukaryotic genomes. Besides their impact on genome size, TEs are also functionally important as they can alter gene expression and influence phenotypic variation. In plants, most top-down studies focus on extremely clear phenotypes such as the shape or the color of individuals and do not explore fully the role of TEs in evolution. Assessing the impact of TEs in a more systematic manner, however, requires identifying active TEs to further study their impact on phenotypes. In this chapter, we describe an in planta approach that consists in activating TEs by interfering with pathways involved in their silencing. It enables to directly investigate the functional impact of single TE families at low cost.
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Affiliation(s)
- Michael Thieme
- Institute of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland
| | - Anne C Roulin
- Institute of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland.
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8
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Yi SV, Goodisman MAD. The impact of epigenetic information on genome evolution. Philos Trans R Soc Lond B Biol Sci 2021; 376:20200114. [PMID: 33866804 DOI: 10.1098/rstb.2020.0114] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Epigenetic information affects gene function by interacting with chromatin, while not changing the DNA sequence itself. However, it has become apparent that the interactions between epigenetic information and chromatin can, in fact, indirectly lead to DNA mutations and ultimately influence genome evolution. This review evaluates the ways in which epigenetic information affects genome sequence and evolution. We discuss how DNA methylation has strong and pervasive effects on DNA sequence evolution in eukaryotic organisms. We also review how the physical interactions arising from the connections between histone proteins and DNA affect DNA mutation and repair. We then discuss how a variety of epigenetic mechanisms exert substantial effects on genome evolution by suppressing the movement of transposable elements. Finally, we examine how genome expansion through gene duplication is also partially controlled by epigenetic information. Overall, we conclude that epigenetic information has widespread indirect effects on DNA sequences in eukaryotes and represents a potent cause and constraint of genome evolution. This article is part of the theme issue 'How does epigenetics influence the course of evolution?'
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Affiliation(s)
- Soojin V Yi
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Michael A D Goodisman
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA 30332, USA
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9
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Nissan N, Cober ER, Sadowski M, Charette M, Golshani A, Samanfar B. Identifying new variation at the J locus, previously identified as e6, in long juvenile 'Paranagoiana' soybean. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2021; 134:1007-1014. [PMID: 33386860 PMCID: PMC7973924 DOI: 10.1007/s00122-020-03746-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 12/05/2020] [Indexed: 05/05/2023]
Abstract
KEY MESSAGE A previously identified soybean maturity locus, E6, is discovered to be J, with the long juvenile allele in Paranagoiana now deemed j-x. Soybean grown at latitudes of ~20° or lower can produce lower grain yields due to the short days. This limitation can be overcome by using the long juvenile trait (LJ) which delays flowering under short day conditions. Two LJ loci have been mapped to the same location on Gm04, J and E6. The objective of this research was to investigate the e6 allele in 'Paranagoiana' and determine if E6 and J are the same locus or linked loci. KASP markers showed that e6 lines did not have the j-1 allele of LJ PI 159925. A population fixed for E1 but segregating for E6, with e6 introgressed from Paranagoiana, showed single gene control for flowering and maturity under short days. Sequencing Glyma.04G050200, the J gene, with long amplification Taq found that the e6 line 'Paranagoiana' contains a Ty1-copia retrotransposon of ~10,000 bp, inserted within exon 4. PCR amplification of the cDNA of Glyma.04G050200 also showed differences between the mRNA sequences (presence of insertion in j-x). Hence, we conclude that the loci E6 and J are one locus and deem this new variation found in Paranagoiana as j-x.
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Affiliation(s)
- Nour Nissan
- Ottawa Research and Development Center, Agriculture and Agri-Food Canada, Ottawa, ON, Canada
- Department of Biology, Ottawa Institute of Systems Biology, Carleton University, Ottawa, ON, Canada
| | - Elroy R Cober
- Ottawa Research and Development Center, Agriculture and Agri-Food Canada, Ottawa, ON, Canada
| | - Michael Sadowski
- Ottawa Research and Development Center, Agriculture and Agri-Food Canada, Ottawa, ON, Canada
- Department of Biology, Ottawa Institute of Systems Biology, Carleton University, Ottawa, ON, Canada
| | - Martin Charette
- Ottawa Research and Development Center, Agriculture and Agri-Food Canada, Ottawa, ON, Canada
| | - Ashkan Golshani
- Department of Biology, Ottawa Institute of Systems Biology, Carleton University, Ottawa, ON, Canada
| | - Bahram Samanfar
- Ottawa Research and Development Center, Agriculture and Agri-Food Canada, Ottawa, ON, Canada.
- Department of Biology, Ottawa Institute of Systems Biology, Carleton University, Ottawa, ON, Canada.
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10
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Valledor L, Guerrero S, García-Campa L, Meijón M. Proteometabolomic characterization of apical bud maturation in Pinus pinaster. TREE PHYSIOLOGY 2021; 41:508-521. [PMID: 32870277 DOI: 10.1093/treephys/tpaa111] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 07/30/2020] [Accepted: 08/22/2020] [Indexed: 05/03/2023]
Abstract
Bud maturation is a physiological process that implies a set of morphophysiological changes that lead to the transition of growth patterns from young to mature. This transition defines tree growth and architecture, and in consequence traits such as biomass production and wood quality. In Pinus pinaster Aiton, a conifer of great timber value, bud maturation is closely related to polycyclism (multiple growth periods per year). This process causes a lack of apical dominance, and consequently increased branching that reduces its timber quality and value. However, despite its importance, little is known about bud maturation. In this work, proteomics and metabolomics were employed to study apical and basal sections of young and mature buds in P. pinaster. Proteins and metabolites in samples were described and quantified using (n)UPLC-LTQ-Orbitrap. The datasets were analyzed employing an integrative statistical approach, which allowed the determination of the interactions between proteins and metabolites and the different bud sections and ages. Specific dynamics of proteins and metabolites such as histones H3 and H4, ribosomal proteins L15 and L12, chaperonin TCP1, 14-3-3 protein gamma, gibberellins A1, A3 and A8, strigolactones and abscisic acid, involved in epigenetic regulation, proteome remodeling, hormonal signaling and abiotic stress pathways showed their potential role during bud maturation. Candidates and pathways were validated employing interaction databases and targeted transcriptomics. These results increase our understanding of the molecular processes behind bud maturation, a key step towards improving timber production and natural pine forests management in a future scenario of climate change. However, further studies are necessary using different P. pinaster populations that show contrasting wood quality and stress tolerance in order to generalize the results.
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Affiliation(s)
- Luis Valledor
- Plant Physiology, Department of Organisms and Systems Biology, C/Catedrático Rodrigo Uría, University of Oviedo, Oviedo 33071, Asturias, Spain
| | - Sara Guerrero
- Plant Physiology, Department of Organisms and Systems Biology, C/Catedrático Rodrigo Uría, University of Oviedo, Oviedo 33071, Asturias, Spain
| | - Lara García-Campa
- Plant Physiology, Department of Organisms and Systems Biology, C/Catedrático Rodrigo Uría, University of Oviedo, Oviedo 33071, Asturias, Spain
| | - Mónica Meijón
- Plant Physiology, Department of Organisms and Systems Biology, C/Catedrático Rodrigo Uría, University of Oviedo, Oviedo 33071, Asturias, Spain
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11
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Sallam N, Moussa M. DNA methylation changes stimulated by drought stress in ABA-deficient maize mutant vp10. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2021; 160:218-224. [PMID: 33515971 DOI: 10.1016/j.plaphy.2021.01.024] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 01/16/2021] [Indexed: 06/12/2023]
Abstract
Plants are constantly challenged with several biotic and abiotic stresses, and the adaptation to these stresses requires molecular and morphological changes. Epigenetic regulation provides effective control that enables plants to tolerate stress, which results in improved survivability. The distinct role of abscisic acid (ABA) in controlling numerous stress-responsive genes and enhancing respiration metabolism is well known; however, whether DNA methylation is associated with the regulation of ABA-dependent gene expression remains unclear. This study was conducted to identify the changes in DNA methylation induced by drought stress in ABA-deficient maize mutant vp10 using the amplified methylation polymorphism-polymerase chain reaction (AMP-PCR) technique. Differentially methylated DNA fragments were mapped to intragenic regions of zinc finger, amino acid catabolic enzymes, and other genes implicated in DNA repair and plant survival, in addition to several demethylated transposable elements.
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Affiliation(s)
- Nehal Sallam
- Department of Genetics, Faculty of Agriculture, Alexandria University, Alexandria, 21545, Egypt.
| | - Mounir Moussa
- Department of Genetics, Faculty of Agriculture, Alexandria University, Alexandria, 21545, Egypt
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12
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Zheng P, Wang D, Huang Y, Chen H, Du H, Tu J. Detection and Analysis of C-to-U RNA Editing in Rice Mitochondria-Encoded ORFs. PLANTS 2020; 9:plants9101277. [PMID: 32998293 PMCID: PMC7600565 DOI: 10.3390/plants9101277] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 08/30/2020] [Accepted: 09/27/2020] [Indexed: 01/05/2023]
Abstract
Cytidine to uridine (C-to-U) RNA editing is an important type of substitutional RNA modification and is almost omnipresent in plant chloroplasts and mitochondria. In rice mitochondria, 491 C-to-U editing sites have been identified previously, and case studies have elucidated the function of several C-to-U editing sites in rice, but the functional consequence of most C-to-U alterations needs to be investigated further. Here, by means of Sanger sequencing and publicly available RNA-seq data, we identified a total of 569 C-to-U editing sites in rice mitochondria-encoded open reading frames (ORFs), 85.41% of these editing sites were observed on the first or the second base of a codon, resulting in the alteration of encoded amino acid. Moreover, we found some novel editing sites and several inaccurately annotated sites which may be functionally important, based on the highly conserved amino acids encoded by these edited codons. Finally, we annotated all 569 C-to-U RNA editing sites in their biological context. More precise information about C-to-U editing sites in rice mitochondria-encoded ORFs will facilitate our investigation on the function of C-to-U editing events in rice and also provide a valid benchmark from rice for the analysis of mitochondria C-to-U editing in other plant species.
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Affiliation(s)
- Peng Zheng
- Zhejiang Provincial Key Laboratory of Crop Germplasm Resources, Institute of Crop Science, Zhejiang University, No. 866, Yu-Hang-Tang Road, Hangzhou 310058, China; (P.Z.); (Y.H.); (H.C.)
| | - Dongxin Wang
- College of Life Science and Technology, Guangxi University, Nanning 530004, China;
| | - Yuqing Huang
- Zhejiang Provincial Key Laboratory of Crop Germplasm Resources, Institute of Crop Science, Zhejiang University, No. 866, Yu-Hang-Tang Road, Hangzhou 310058, China; (P.Z.); (Y.H.); (H.C.)
| | - Hao Chen
- Zhejiang Provincial Key Laboratory of Crop Germplasm Resources, Institute of Crop Science, Zhejiang University, No. 866, Yu-Hang-Tang Road, Hangzhou 310058, China; (P.Z.); (Y.H.); (H.C.)
| | - Hao Du
- Zhejiang Provincial Key Laboratory of Crop Germplasm Resources, Institute of Crop Science, Zhejiang University, No. 866, Yu-Hang-Tang Road, Hangzhou 310058, China; (P.Z.); (Y.H.); (H.C.)
- Correspondence: (H.D.); (J.T.)
| | - Jumin Tu
- Zhejiang Provincial Key Laboratory of Crop Germplasm Resources, Institute of Crop Science, Zhejiang University, No. 866, Yu-Hang-Tang Road, Hangzhou 310058, China; (P.Z.); (Y.H.); (H.C.)
- Correspondence: (H.D.); (J.T.)
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13
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Azizi P, Hanafi MM, Sahebi M, Harikrishna JA, Taheri S, Yassoralipour A, Nasehi A. Epigenetic changes and their relationship to somaclonal variation: a need to monitor the micropropagation of plantation crops. FUNCTIONAL PLANT BIOLOGY : FPB 2020; 47:508-523. [PMID: 32349860 DOI: 10.1071/fp19077] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Accepted: 02/23/2020] [Indexed: 06/11/2023]
Abstract
Chromatin modulation plays important roles in gene expression regulation and genome activities. In plants, epigenetic changes, including variations in histone modification and DNA methylation, are linked to alterations in gene expression. Despite the significance and potential of in vitro cell and tissue culture systems in fundamental research and marketable applications, these systems threaten the genetic and epigenetic networks of intact plant organs and tissues. Cell and tissue culture applications can lead to DNA variations, methylation alterations, transposon activation, and finally, somaclonal variations. In this review, we discuss the status of the current understanding of epigenomic changes that occur under in vitro conditions in plantation crops, including coconut, oil palm, rubber, cotton, coffee and tea. It is hoped that comprehensive knowledge of the molecular basis of these epigenomic variations will help researchers develop strategies to enhance the totipotent and embryogenic capabilities of tissue culture systems for plantation crops.
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Affiliation(s)
- Parisa Azizi
- Laboratory of Plantation Science and Technology, Institute of Plantation Studies, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia; and Laboratory of Climate-Smart Food Crop Production, Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
| | - Mohamed M Hanafi
- Laboratory of Plantation Science and Technology, Institute of Plantation Studies, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia; and Department of Land Management, Faculty of Agriculture, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia; and Laboratory of Climate-Smart Food Crop Production, Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia; and Corresponding author.
| | - Mahbod Sahebi
- Laboratory of Climate-Smart Food Crop Production, Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
| | - Jennifer A Harikrishna
- Centre of Research in Biotechnology for Agriculture (CEBAR), University of Malaya, 50603, Kuala Lumpur, Malaysia
| | - Sima Taheri
- Centre of Research in Biotechnology for Agriculture (CEBAR), University of Malaya, 50603, Kuala Lumpur, Malaysia
| | - Ali Yassoralipour
- Department of Agricultural and Food Science, Faculty of Science (Kampar Campus), Universiti Tunku Abdul Rahman (UTAR), Jalan Universiti, Bandar Barat, 31900 Kampar, Perak, Malaysia
| | - Abbas Nasehi
- Laboratory of Plantation Science and Technology, Institute of Plantation Studies, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
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14
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Lamelas L, Valledor L, Escandón M, Pinto G, Cañal MJ, Meijón M. Integrative analysis of the nuclear proteome in Pinus radiata reveals thermopriming coupled to epigenetic regulation. JOURNAL OF EXPERIMENTAL BOTANY 2020; 71:2040-2057. [PMID: 31781741 PMCID: PMC7094079 DOI: 10.1093/jxb/erz524] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Accepted: 11/27/2019] [Indexed: 05/19/2023]
Abstract
Despite it being an important issue in the context of climate change, for most plant species it is not currently known how abiotic stresses affect nuclear proteomes and mediate memory effects. This study examines how Pinus radiata nuclei respond, adapt, 'remember', and 'learn' from heat stress. Seedlings were heat-stressed at 45 °C for 10 d and then allowed to recover. Nuclear proteins were isolated and quantified by nLC-MS/MS, the dynamics of tissue DNA methylation were examined, and the potential acquired memory was analysed in recovered plants. In an additional experiment, the expression of key gene genes was also quantified. Specific nuclear heat-responsive proteins were identified, and their biological roles were evaluated using a systems biology approach. In addition to heat-shock proteins, several clusters involved in regulation processes were discovered, such as epigenomic-driven gene regulation, some transcription factors, and a variety of RNA-associated functions. Nuclei exhibited differential proteome profiles across the phases of the experiment, with histone H2A and methyl cycle enzymes in particular being accumulated in the recovery step. A thermopriming effect was possibly linked to H2A abundance and over-accumulation of spliceosome elements in recovered P. radiata plants. The results suggest that epigenetic mechanisms play a key role in heat-stress tolerance and priming mechanisms.
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Affiliation(s)
- Laura Lamelas
- Plant Physiology, Department of Organisms and Systems Biology, Faculty of Biology and Biotechnology Institute of Asturias, University of Oviedo, Oviedo, Asturias, Spain
| | - Luis Valledor
- Plant Physiology, Department of Organisms and Systems Biology, Faculty of Biology and Biotechnology Institute of Asturias, University of Oviedo, Oviedo, Asturias, Spain
| | - Mónica Escandón
- Department of Biology and CESAM, University of Aveiro, Aveiro, Portugal
| | - Gloria Pinto
- Department of Biology and CESAM, University of Aveiro, Aveiro, Portugal
| | - María Jesús Cañal
- Plant Physiology, Department of Organisms and Systems Biology, Faculty of Biology and Biotechnology Institute of Asturias, University of Oviedo, Oviedo, Asturias, Spain
| | - Mónica Meijón
- Plant Physiology, Department of Organisms and Systems Biology, Faculty of Biology and Biotechnology Institute of Asturias, University of Oviedo, Oviedo, Asturias, Spain
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15
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Jeremias G, Gonçalves FJM, Pereira JL, Asselman J. Prospects for incorporation of epigenetic biomarkers in human health and environmental risk assessment of chemicals. Biol Rev Camb Philos Soc 2020; 95:822-846. [PMID: 32045110 DOI: 10.1111/brv.12589] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 01/28/2020] [Accepted: 01/30/2020] [Indexed: 12/18/2022]
Abstract
Epigenetic mechanisms have gained relevance in human health and environmental studies, due to their pivotal role in disease, gene × environment interactions and adaptation to environmental change and/or contamination. Epigenetic mechanisms are highly responsive to external stimuli and a wide range of chemicals has been shown to determine specific epigenetic patterns in several organisms. Furthermore, the mitotic/meiotic inheritance of such epigenetic marks as well as the resulting changes in gene expression and cell/organismal phenotypes has now been demonstrated. Therefore, epigenetic signatures are interesting candidates for linking environmental exposures to disease as well as informing on past exposures to stressors. Accordingly, epigenetic biomarkers could be useful tools in both prospective and retrospective risk assessment but epigenetic endpoints are currently not yet incorporated into risk assessments. Achieving a better understanding on this apparent impasse, as well as identifying routes to promote the application of epigenetic biomarkers within environmental risk assessment frameworks are the objectives of this review. We first compile evidence from human health studies supporting the use of epigenetic exposure-associated changes as reliable biomarkers of exposure. Then, specifically focusing on environmental science, we examine the potential and challenges of developing epigenetic biomarkers for environmental fields, and discuss useful organisms and appropriate sequencing techniques to foster their development in this context. Finally, we discuss the practical incorporation of epigenetic biomarkers in the environmental risk assessment of chemicals, highlighting critical data gaps and making key recommendations for future research within a regulatory context.
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Affiliation(s)
- Guilherme Jeremias
- Department of Biology, University of Aveiro, 3810-193, Aveiro, Portugal.,CESAM - Centre for Environmental and Marine Studies, University of Aveiro, 3810-193, Aveiro, Portugal
| | - Fernando J M Gonçalves
- Department of Biology, University of Aveiro, 3810-193, Aveiro, Portugal.,CESAM - Centre for Environmental and Marine Studies, University of Aveiro, 3810-193, Aveiro, Portugal
| | - Joana L Pereira
- Department of Biology, University of Aveiro, 3810-193, Aveiro, Portugal.,CESAM - Centre for Environmental and Marine Studies, University of Aveiro, 3810-193, Aveiro, Portugal
| | - Jana Asselman
- Laboratory of Environmental Toxicology and Aquatic Ecology, Environmental Toxicology Unit - GhEnToxLab, Ghent University, 9000, Gent, Belgium
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16
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Zhang GJ, Dong R, Lan LN, Li SF, Gao WJ, Niu HX. Nuclear Integrants of Organellar DNA Contribute to Genome Structure and Evolution in Plants. Int J Mol Sci 2020; 21:ijms21030707. [PMID: 31973163 PMCID: PMC7037861 DOI: 10.3390/ijms21030707] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 01/16/2020] [Accepted: 01/18/2020] [Indexed: 11/16/2022] Open
Abstract
The transfer of genetic material from the mitochondria and plastid to the nucleus gives rise to nuclear integrants of mitochondrial DNA (NUMTs) and nuclear integrants of plastid DNA (NUPTs). This frequently occurring DNA transfer is ongoing and has important evolutionary implications. In this review, based on previous studies and the analysis of NUMT/NUPT insertions of more than 200 sequenced plant genomes, we analyzed and summarized the general features of NUMTs/NUPTs and highlighted the genetic consequence of organellar DNA insertions. The statistics of organellar DNA integrants among various plant genomes revealed that organellar DNA-derived sequence content is positively correlated with the nuclear genome size. After integration, the nuclear organellar DNA could undergo different fates, including elimination, mutation, rearrangement, fragmentation, and proliferation. The integrated organellar DNAs play important roles in increasing genetic diversity, promoting gene and genome evolution, and are involved in sex chromosome evolution in dioecious plants. The integrating mechanisms, involving non-homologous end joining at double-strand breaks were also discussed.
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Affiliation(s)
- Guo-Jun Zhang
- College of Life Sciences, Henan Normal University, Xinxiang 453007, China; (G.-J.Z.); (R.D.); (L.-N.L.); (S.-F.L.)
- School of Basic Medical Sciences, Xinxiang Medical University, Xinxiang 453003, China
| | - Ran Dong
- College of Life Sciences, Henan Normal University, Xinxiang 453007, China; (G.-J.Z.); (R.D.); (L.-N.L.); (S.-F.L.)
| | - Li-Na Lan
- College of Life Sciences, Henan Normal University, Xinxiang 453007, China; (G.-J.Z.); (R.D.); (L.-N.L.); (S.-F.L.)
| | - Shu-Fen Li
- College of Life Sciences, Henan Normal University, Xinxiang 453007, China; (G.-J.Z.); (R.D.); (L.-N.L.); (S.-F.L.)
| | - Wu-Jun Gao
- College of Life Sciences, Henan Normal University, Xinxiang 453007, China; (G.-J.Z.); (R.D.); (L.-N.L.); (S.-F.L.)
- Correspondence: (W.-J.G.); (H.-X.N.)
| | - Hong-Xing Niu
- College of Life Sciences, Henan Normal University, Xinxiang 453007, China; (G.-J.Z.); (R.D.); (L.-N.L.); (S.-F.L.)
- Correspondence: (W.-J.G.); (H.-X.N.)
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17
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Gallo-Franco JJ, Sosa CC, Ghneim-Herrera T, Quimbaya M. Epigenetic Control of Plant Response to Heavy Metal Stress: A New View on Aluminum Tolerance. FRONTIERS IN PLANT SCIENCE 2020; 11:602625. [PMID: 33391313 PMCID: PMC7772216 DOI: 10.3389/fpls.2020.602625] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 11/23/2020] [Indexed: 05/05/2023]
Abstract
High concentrations of heavy metal (HM) ions impact agronomic staple crop production in acid soils (pH ≤ 5) due to their cytotoxic, genotoxic, and mutagenic effects. Among cytotoxic ions, the trivalent aluminum cation (Al3+) formed by solubilization of aluminum (Al) into acid soils, is one of the most abundant and toxic elements under acidic conditions. In recent years, several studies have elucidated the different signal transduction pathways involved in HM responses, identifying complementary genetic mechanisms conferring tolerance to plants. Although epigenetics has become more relevant in abiotic stress studies, epigenetic mechanisms underlying plant responses to HM stress remain poorly understood. This review describes the main epigenetic mechanisms related to crop responses during stress conditions, specifically, the molecular evidence showing how epigenetics is at the core of plant adaptation responses to HM ions. We highlight the epigenetic mechanisms that induce Al tolerance. Likewise, we analyze the pivotal relationship between epigenetic and genetic factors associated with HM tolerance. Finally, using rice as a study case, we performed a general analysis over previously whole-genome bisulfite-seq published data. Specific genes related to Al tolerance, measured in contrasting tolerant and susceptible rice varieties, exhibited differences in DNA methylation frequency. The differential methylation patterns could be associated with epigenetic regulation of rice responses to Al stress, highlighting the major role of epigenetics over specific abiotic stress responses.
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Affiliation(s)
- Jenny Johana Gallo-Franco
- Departamento de Ciencias Naturales y Matemáticas, Pontificia Universidad Javeriana, Cali, Cali, Colombia
| | - Chrystian Camilo Sosa
- Departamento de Ciencias Naturales y Matemáticas, Pontificia Universidad Javeriana, Cali, Cali, Colombia
- Grupo de Investigación en Evolución, Ecología y Conservación EECO, Programa de Biología, Facultad de Ciencias Básicas y Tecnologías, Universidad del Quindío, Armenia, Colombia
| | | | - Mauricio Quimbaya
- Departamento de Ciencias Naturales y Matemáticas, Pontificia Universidad Javeriana, Cali, Cali, Colombia
- *Correspondence: Mauricio Quimbaya,
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Mahender A, Swamy BPM, Anandan A, Ali J. Tolerance of Iron-Deficient and -Toxic Soil Conditions in Rice. PLANTS (BASEL, SWITZERLAND) 2019; 8:E31. [PMID: 30696039 PMCID: PMC6409647 DOI: 10.3390/plants8020031] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 01/21/2019] [Accepted: 01/23/2019] [Indexed: 01/04/2023]
Abstract
Iron (Fe) deficiency and toxicity are the most widely prevalent soil-related micronutrient disorders in rice (Oryza sativa L.). Progress in rice cultivars with improved tolerance has been hampered by a poor understanding of Fe availability in the soil, the transportation mechanism, and associated genetic factors for the tolerance of Fe toxicity soil (FTS) or Fe deficiency soil (FDS) conditions. In the past, through conventional breeding approaches, rice varieties were developed especially suitable for low- and high-pH soils, which indirectly helped the varieties to tolerate FTS and FDS conditions. Rice-Fe interactions in the external environment of soil, internal homeostasis, and transportation have been studied extensively in the past few decades. However, the molecular and physiological mechanisms of Fe uptake and transport need to be characterized in response to the tolerance of morpho-physiological traits under Fe-toxic and -deficient soil conditions, and these traits need to be well integrated into breeding programs. A deeper understanding of the several factors that influence Fe absorption, uptake, and transport from soil to root and above-ground organs under FDS and FTS is needed to develop tolerant rice cultivars with improved grain yield. Therefore, the objective of this review paper is to congregate the different phenotypic screening methodologies for prospecting tolerant rice varieties and their responsible genetic traits, and Fe homeostasis related to all the known quantitative trait loci (QTLs), genes, and transporters, which could offer enormous information to rice breeders and biotechnologists to develop rice cultivars tolerant of Fe toxicity or deficiency. The mechanism of Fe regulation and transport from soil to grain needs to be understood in a systematic manner along with the cascade of metabolomics steps that are involved in the development of rice varieties tolerant of FTS and FDS. Therefore, the integration of breeding with advanced genome sequencing and omics technologies allows for the fine-tuning of tolerant genotypes on the basis of molecular genetics, and the further identification of novel genes and transporters that are related to Fe regulation from FTS and FDS conditions is incredibly important to achieve further success in this aspect.
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Affiliation(s)
- Anumalla Mahender
- Rice Breeding Platform, International Rice Research Institute (IRRI), Los Baños, Laguna 4031, Philippines.
| | - B P Mallikarjuna Swamy
- Rice Breeding Platform, International Rice Research Institute (IRRI), Los Baños, Laguna 4031, Philippines.
| | - Annamalai Anandan
- ICAR-National Rice Research Institute, Cuttack, Odisha 753006, India.
| | - Jauhar Ali
- Rice Breeding Platform, International Rice Research Institute (IRRI), Los Baños, Laguna 4031, Philippines.
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