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Le Provost G, Brachi B, Lesur I, Lalanne C, Labadie K, Aury JM, Da Silva C, Postolache D, Leroy T, Plomion C. Gene expression and genetic divergence in oak species highlight adaptive genes to soil water constraints. PLANT PHYSIOLOGY 2022; 190:2466-2483. [PMID: 36066428 PMCID: PMC9706432 DOI: 10.1093/plphys/kiac420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 08/13/2022] [Indexed: 06/15/2023]
Abstract
Drought and waterlogging impede tree growth and may even lead to tree death. Oaks, an emblematic group of tree species, have evolved a range of adaptations to cope with these constraints. The two most widely distributed European species, pedunculate (PO; Quercus robur L.) and sessile oak (SO; Quercus petraea Matt. Lieb), have overlapping ranges, but their respective distribution are highly constrained by local soil conditions. These contrasting ecological preferences between two closely related and frequently hybridizing species constitute a powerful model to explore the functional bases of the adaptive responses in oak. We exposed oak seedlings to waterlogging and drought, conditions typically encountered by the two species in their respective habitats, and studied changes in gene expression in roots using RNA-seq. We identified genes that change in expression between treatments differentially depending on species. These "species × environment"-responsive genes revealed adaptive molecular strategies involving adventitious and lateral root formation, aerenchyma formation in PO, and osmoregulation and ABA regulation in SO. With this experimental design, we also identified genes with different expression between species independently of water conditions imposed. Surprisingly, this category included genes with functions consistent with a role in intrinsic reproductive barriers. Finally, we compared our findings with those for a genome scan of species divergence and found that the expressional candidate genes included numerous highly differentiated genetic markers between the two species. By combining transcriptomic analysis, gene annotation, pathway analyses, as well as genome scan for genetic differentiation among species, we were able to highlight loci likely involved in adaptation of the two species to their respective ecological niches.
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Affiliation(s)
| | | | - Isabelle Lesur
- INRAE, Univ. Bordeaux, BIOGECO, Cestas, F-33610, France
- Helix Venture, Mérignac, F-33700, France
| | | | - Karine Labadie
- Genoscope, Institut de Biologie François-Jacob, Commissariat à l'Energie Atomique (CEA), Université Paris-Saclay, Evry, 91057, France
| | - Jean-Marc Aury
- Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, Evry, 91057, France
| | - Corinne Da Silva
- Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, Evry, 91057, France
| | - Dragos Postolache
- National Institute for Research and Development in Forestry “Marin Drăcea”, Cluj Napoca Research Station, Cluj-Napoca, 400202, Romania
| | - Thibault Leroy
- INRAE, Univ. Bordeaux, BIOGECO, Cestas, F-33610, France
- IRHS-UMR1345, Université d’Angers, INRAE, Institut Agro, Beaucouzé, 49071, France
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Hébrard C, Peterson DG, Willems G, Delaunay A, Jesson B, Lefèbvre M, Barnes S, Maury S. Epigenomics and bolting tolerance in sugar beet genotypes. JOURNAL OF EXPERIMENTAL BOTANY 2016; 67:207-25. [PMID: 26463996 PMCID: PMC4682430 DOI: 10.1093/jxb/erv449] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
In sugar beet (Beta vulgaris altissima), bolting tolerance is an essential agronomic trait reflecting the bolting response of genotypes after vernalization. Genes involved in induction of sugar beet bolting have now been identified, and evidence suggests that epigenetic factors are involved in their control. Indeed, the time course and amplitude of DNA methylation variations in the shoot apical meristem have been shown to be critical in inducing sugar beet bolting, and a few functional targets of DNA methylation during vernalization have been identified. However, molecular mechanisms controlling bolting tolerance levels among genotypes are still poorly understood. Here, gene expression and DNA methylation profiles were compared in shoot apical meristems of three bolting-resistant and three bolting-sensitive genotypes after vernalization. Using Cot fractionation followed by 454 sequencing of the isolated low-copy DNA, 6231 contigs were obtained that were used along with public sugar beet DNA sequences to design custom Agilent microarrays for expression (56k) and methylation (244k) analyses. A total of 169 differentially expressed genes and 111 differentially methylated regions were identified between resistant and sensitive vernalized genotypes. Fourteen sequences were both differentially expressed and differentially methylated, with a negative correlation between their methylation and expression levels. Genes involved in cold perception, phytohormone signalling, and flowering induction were over-represented and collectively represent an integrative gene network from environmental perception to bolting induction. Altogether, the data suggest that the genotype-dependent control of DNA methylation and expression of an integrative gene network participate in bolting tolerance in sugar beet, opening up perspectives for crop improvement.
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Affiliation(s)
- Claire Hébrard
- Université d'Orléans, Faculté des Sciences, Laboratoire de Biologie des Ligneux et des Grandes Cultures (LBLGC), UPRES EA 1207, 45067 Orléans, France INRA, USC1328 Arbres et Réponses aux Contraintes Hydriques et Environnementales (ARCHE), 45067 Orléans, France SESVanderHave N.V./S.A., Soldatenplein Z2 nr15, Industriepark, B-3300 Tienen, Belgium
| | - Daniel G Peterson
- Institute for Genomics, Biocomputing & Biotechnology, Mississippi State University, 2 Research Blvd., Box 9627, Mississippi State, MS 39762, USA
| | - Glenda Willems
- SESVanderHave N.V./S.A., Soldatenplein Z2 nr15, Industriepark, B-3300 Tienen, Belgium
| | - Alain Delaunay
- Université d'Orléans, Faculté des Sciences, Laboratoire de Biologie des Ligneux et des Grandes Cultures (LBLGC), UPRES EA 1207, 45067 Orléans, France INRA, USC1328 Arbres et Réponses aux Contraintes Hydriques et Environnementales (ARCHE), 45067 Orléans, France
| | - Béline Jesson
- IMAXIO/HELIXIO, Biopôle Clermont-Limagne, Saint-Beauzire, F-63360, France
| | - Marc Lefèbvre
- SESVanderHave N.V./S.A., Soldatenplein Z2 nr15, Industriepark, B-3300 Tienen, Belgium
| | - Steve Barnes
- SESVanderHave N.V./S.A., Soldatenplein Z2 nr15, Industriepark, B-3300 Tienen, Belgium
| | - Stéphane Maury
- Université d'Orléans, Faculté des Sciences, Laboratoire de Biologie des Ligneux et des Grandes Cultures (LBLGC), UPRES EA 1207, 45067 Orléans, France INRA, USC1328 Arbres et Réponses aux Contraintes Hydriques et Environnementales (ARCHE), 45067 Orléans, France
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Paina C, Byrne SL, Domnisoru C, Asp T. Vernalization mediated changes in the Lolium perenne transcriptome. PLoS One 2014; 9:e107365. [PMID: 25225807 PMCID: PMC4167334 DOI: 10.1371/journal.pone.0107365] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2013] [Accepted: 08/14/2014] [Indexed: 11/30/2022] Open
Abstract
Vernalization is a key requirement for the induction of flowering in perennial ryegrass (Lolium perenne L.). The transcriptome of two genotypes with contrasting vernalization requirement was studied during primary (vernalization and short day conditions) and secondary induction (higher temperature and long day conditions) using an RNA-Seq approach. This revealed transcripts with expression profiles indicative of a role in floral induction, both in the promotion and repression of flowering. We observed similarities and specific differences between the two genotypes related to cold response, carbohydrate metabolism, and photoperiod regulation. Components of the photoperiod pathway showed regulation during vernalization, pointing to possible interactions between elements of the photoperiod and vernalization pathways. The results provide a global picture of the processes ongoing during the transition from vegetative to reproductive phase of perennial ryegrass genotypes with and without a vernalization requirement.
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Affiliation(s)
- Cristiana Paina
- Department of Molecular Biology and Genetics, Science and Technology, Aarhus University, Slagelse, Denmark
| | - Stephen L. Byrne
- Department of Molecular Biology and Genetics, Science and Technology, Aarhus University, Slagelse, Denmark
| | | | - Torben Asp
- Department of Molecular Biology and Genetics, Science and Technology, Aarhus University, Slagelse, Denmark
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Hatano-Iwasaki A, Ogawa K. Overexpression of GSH1 gene mimics transcriptional response to low temperature during seed vernalization treatment of Arabidopsis. PLANT & CELL PHYSIOLOGY 2012; 53:1195-203. [PMID: 22628560 DOI: 10.1093/pcp/pcs075] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Keeping imbibed seeds at low temperatures for a certain period, so-called seed vernalization (SV) treatment, promotes seed germination and subsequent flowering in various plants. Vernalization-promoting flowering requires GSH. However, we show here that increased GSH biosynthesis partially mimics SV treatment in Arabidopsis thaliana. SV treatment (keeping imbibed seeds at 4°C for 24 h) induced a specific pattern of gene expression and promoted subsequent flowering in WT A. thaliana. A similar pattern was observed at 22°C in transgenic (35S-GSH1) plants overexpressing the γ-glutamylcysteine synthetase gene GSH1, coding for an enzyme limiting GSH biosynthesis, under the control of the cauliflower mosaic virus 35S promoter. This pattern of gene expression was further strengthened at 4°C and indistinguishable from the WT pattern at 4°C. However, flowering in 35S-GSH1 plants was less responsive to SV treatment than in WT plants. There was a difference in the transcript behavior of the flowering repressor FLC between WT and 35S-GSH1 plants. Unlike other genes responsive to SV treatment, the SV-dependent decrease in FLC in WT plants was reversed in 35S-GSH1 plants. SV treatment increased the GSSG level in WT seeds while its level was high in 35S-GSH1 plants, even at a non-vernalizing temperature. Taking into consideration that low temperatures stimulate GSH biosynthesis and cause oxidative stress, GSSG is considered to trigger a low-temperature response, although enhanced GSH synthesis was not enough to completely mimic the SV treatment.
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MESH Headings
- Arabidopsis/enzymology
- Arabidopsis/genetics
- Arabidopsis/physiology
- Arabidopsis Proteins/genetics
- Arabidopsis Proteins/metabolism
- Caulimovirus/genetics
- Cold Temperature
- Flowers/enzymology
- Flowers/genetics
- Flowers/physiology
- Gene Expression Regulation, Enzymologic
- Gene Expression Regulation, Plant
- Genes, Plant
- Glutamate-Cysteine Ligase/genetics
- Glutamate-Cysteine Ligase/metabolism
- Glutathione/metabolism
- Oxidation-Reduction
- Oxidative Stress
- Plants, Genetically Modified/enzymology
- Plants, Genetically Modified/genetics
- Plants, Genetically Modified/physiology
- Promoter Regions, Genetic
- RNA, Plant/analysis
- RNA, Plant/genetics
- Seeds/enzymology
- Seeds/genetics
- Seeds/physiology
- Transcription, Genetic
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Affiliation(s)
- Aya Hatano-Iwasaki
- Research Institute for Biological Sciences-RIBS Okayama, Okayama Prefectural Technology Center for Agriculture, Forestry and Fisheries, 7549-1 Yoshikawa, Kibichuo-cho, Okayama 716-1241, Japan
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Byrne SL, Foito A, Hedley PE, Morris JA, Stewart D, Barth S. Early response mechanisms of perennial ryegrass (Lolium perenne) to phosphorus deficiency. ANNALS OF BOTANY 2011; 107:243-54. [PMID: 21148585 PMCID: PMC3025732 DOI: 10.1093/aob/mcq234] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2010] [Revised: 08/23/2010] [Accepted: 10/26/2010] [Indexed: 05/18/2023]
Abstract
BACKGROUND AND AIMS Improving phosphorus (P) nutrient efficiency in Lolium perenne (perennial ryegrass) is likely to result in considerable economic and ecological benefits. To date, research into the molecular and biochemical response of perennial ryegrass to P deficiency has been limited, particularly in relation to the early response mechanisms. This study aimed to identify molecular mechanisms activated in response to the initial stages of P deficiency. METHODS A barley microarray was successfully used to study gene expression in perennial ryegrass and this was complemented with gas chromatography-mass spectrometry metabolic profiling to obtain an overview of the plant response to early stages of P deficiency. KEY RESULTS After 24 h of P deficiency, internal phosphate concentrations were reduced and significant alterations were detected in the metabolome and transcriptome of two perennial ryegrass genotypes. Results indicated a replacement of phospholipids with sulfolipids and the utilization of glycolytic bypasses in response to P deficiency in perennial ryegrass. CONCLUSIONS The transcriptome and metabolome of perennial ryegrass undergo changes in response to reductions in P supply after 24 h.
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Affiliation(s)
- Stephen L. Byrne
- Teagasc Crops, Environment and Land Use Programme, Oak Park Research Centre, Carlow, Ireland
| | - Alexandre Foito
- Teagasc Crops, Environment and Land Use Programme, Oak Park Research Centre, Carlow, Ireland
- Plant Products and Food Quality
| | - Pete E. Hedley
- Genetics Programme, Scottish Crop Research Institute, Invergowrie, Dundee DD2 5DA, Scotland, UK
| | - Jenny A. Morris
- Genetics Programme, Scottish Crop Research Institute, Invergowrie, Dundee DD2 5DA, Scotland, UK
| | | | - Susanne Barth
- Teagasc Crops, Environment and Land Use Programme, Oak Park Research Centre, Carlow, Ireland
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Dinkins RD, Barnes A, Waters W. Microarray analysis of endophyte-infected and endophyte-free tall fescue. JOURNAL OF PLANT PHYSIOLOGY 2010; 167:1197-1203. [PMID: 20430473 DOI: 10.1016/j.jplph.2010.04.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2009] [Revised: 03/09/2010] [Accepted: 04/07/2010] [Indexed: 05/29/2023]
Abstract
Many grasses have mutualistic symbioses with fungi of the family Clavicipitaceae. Tall fescue can harbor the obligate endophyte, Neotyphodium coenophialum that is asexually propagated and transmitted via host seeds. Total RNA was isolated from pseudostems of known endophyte-infected (E+) and endophyte-free (E-) plants and tested in triplicate on the Affymetrix Wheat Genome Array GeneChip and Barley1 Genome Array GeneChip. Overall 14-15% and 17-18% of the probe sets were called present on the wheat and barley chips, respectively. In order to identify genes that were specifically differentially expressed between the E+ and E- tall fescue, a combination of both barley and wheat target sequences that were differentially expressed (greater than twofold) that were similar on both chips on both barley and wheat arrays yielded 32 probe set (genes) that were differentially expressed. Tall fescue ESTs were identified for a number of the probe sets that were differentially expressed on the barley and wheat arrays. PCR primers were designed to fescue ESTs and tested to verify the expression profile observed in the microarray experiments. Some primers confirmed the expected results, although in other cases no differences were observed between the E+ and E- plants, or the results were contrary to what was expected. Our results suggest that while some differentially expressed genes were identified by this method, the cross-species hybridization appears to have significant limitations for the transcriptome analysis of tall fescue.
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Affiliation(s)
- Randy D Dinkins
- USDA-ARS, Forage-Animal Production Research Unit, Lexington, KY 40546-0091, USA.
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Horvath D. Genomics for weed science. Curr Genomics 2010; 11:47-51. [PMID: 20808523 PMCID: PMC2851116 DOI: 10.2174/138920210790217972] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2009] [Revised: 07/08/2009] [Accepted: 07/08/2009] [Indexed: 12/29/2022] Open
Abstract
Numerous genomic-based studies have provided insight to the physiological and evolutionary processes involved in developmental and environmental processes of model plants such as arabidopsis and rice. However, far fewer efforts have been attempted to use genomic resources to study physiological and evolutionary processes of weedy plants. Genomics-based tools such as extensive EST databases and microarrays have been developed for a limited number of weedy species, although application of information and resources developed for model plants and crops are possible and have been exploited. These tools have just begun to provide insights into the response of these weeds to herbivore and pathogen attack, survival of extreme environmental conditions, and interaction with crops. The potential of these tools to illuminate mechanisms controlling the traits that allow weeds to invade novel habitats, survive extreme environments, and that make weeds difficult to eradicate have potential for both improving crops and developing novel methods to control weeds.
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Affiliation(s)
- David Horvath
- USDA-ARS, Bioscience Research Laboratory, 1605 Albrecht Blvd. Fargo, ND 58105, USA
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Slotte T, Holm K, McIntyre LM, Lagercrantz U, Lascoux M. Differential expression of genes important for adaptation in Capsella bursa-pastoris (Brassicaceae). PLANT PHYSIOLOGY 2007; 145:160-73. [PMID: 17631524 PMCID: PMC1976575 DOI: 10.1104/pp.107.102632] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Understanding the genetic basis of natural variation is of primary interest for evolutionary studies of adaptation. In Capsella bursa-pastoris, a close relative of Arabidopsis (Arabidopsis thaliana), variation in flowering time is correlated with latitude, suggestive of an adaptation to photoperiod. To identify pathways regulating natural flowering time variation in C. bursa-pastoris, we have studied gene expression differences between two pairs of early- and late-flowering C. bursa-pastoris accessions and compared their response to vernalization. Using Arabidopsis microarrays, we found a large number of significant differences in gene expression between flowering ecotypes. The key flowering time gene FLOWERING LOCUS C (FLC) was not differentially expressed prior to vernalization. This result is in contrast to those in Arabidopsis, where most natural flowering time variation acts through FLC. However, the gibberellin and photoperiodic flowering pathways were significantly enriched for gene expression differences between early- and late-flowering C. bursa-pastoris. Gibberellin biosynthesis genes were down-regulated in late-flowering accessions, whereas circadian core genes in the photoperiodic pathway were differentially expressed between early- and late-flowering accessions. Detailed time-series experiments clearly demonstrated that the diurnal rhythm of CIRCADIAN CLOCK-ASSOCIATED1 (CCA1) and TIMING OF CAB EXPRESSION1 (TOC1) expression differed between flowering ecotypes, both under constant light and long-day conditions. Differential expression of flowering time genes was biologically validated in an independent pair of flowering ecotypes, suggesting a shared genetic basis or parallel evolution of similar regulatory differences. We conclude that genes involved in regulation of the circadian clock, such as CCA1 and TOC1, are strong candidates for the evolution of adaptive flowering time variation in C. bursa-pastoris.
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Affiliation(s)
- Tanja Slotte
- Department of Evolution, Genomics and Systematics, Uppsala University, SE-752 36 Uppsala, Sweden.
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