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Neres DF, Taylor JS, Bryant JA, Bargmann BOR, Wright RC. Identification of potential Auxin Response Candidate genes for soybean rapid canopy coverage through comparative evolution and expression analysis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.26.564213. [PMID: 37961442 PMCID: PMC10634891 DOI: 10.1101/2023.10.26.564213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Glycine max, soybean, is an abundantly cultivated crop worldwide. Efforts have been made over the past decades to improve soybean production in traditional and organic agriculture, driven by growing demand for soybean-based products. Rapid canopy cover development (RCC) increases soybean yields and suppresses early-season weeds. Genome-wide association studies have found natural variants associated with RCC, however causal mechanisms are unclear. Auxin modulates plant growth and development and has been implicated in RCC traits. Therefore, modulation of auxin regulatory genes may enhance RCC. Here, we focus on the use of genomic tools and existing datasets to identify auxin signaling pathway RCC candidate genes, using a comparative phylogenetics and expression analysis approach. We identified genes encoding 14 TIR1/AFB auxin receptors, 61 Aux/IAA auxin co-receptors and transcriptional co-repressors, and 55 ARF auxin response factors in the soybean genome. We used Bayesian phylogenetic inference to identify soybean orthologs of Arabidopsis thaliana genes, and defined an ortholog naming system for these genes. To further define potential auxin signaling candidate genes for RCC, we examined tissue-level expression of these genes in existing datasets and identified highly expressed auxin signaling genes in apical tissues early in development. We identified at least 4 TIR1/AFB, 8 Aux/IAA, and 8 ARF genes with highly specific expression in one or more RCC-associated tissues. We hypothesize that modulating the function of these genes through gene editing or traditional breeding will have the highest likelihood of affecting RCC while minimizing pleiotropic effects.
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Nasrollahi V, Yuan ZC, Kohalmi SE, Hannoufa A. SPL12 Regulates AGL6 and AGL21 to Modulate Nodulation and Root Regeneration under Osmotic Stress and Nitrate Sufficiency Conditions in Medicago sativa. PLANTS (BASEL, SWITZERLAND) 2022; 11:plants11223071. [PMID: 36432802 PMCID: PMC9697194 DOI: 10.3390/plants11223071] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 10/26/2022] [Accepted: 11/10/2022] [Indexed: 06/12/2023]
Abstract
The highly conserved plant microRNA, miR156, affects root architecture, nodulation, symbiotic nitrogen fixation, and stress response. In Medicago sativa, transcripts of eleven SQUAMOSA-PROMOTER BINDING PROTEIN-LIKE, SPLs, including SPL12, are targeted for cleavage by miR156. Our previous research revealed the role of SPL12 and its target gene, AGL6, in nodulation in alfalfa. Here, we investigated the involvement of SPL12, AGL6 and AGL21 in nodulation under osmotic stress and different nitrate availability conditions. Characterization of phenotypic and molecular parameters revealed that the SPL12/AGL6 module plays a negative role in maintaining nodulation under osmotic stress. While there was a decrease in the nodule numbers in WT plants under osmotic stress, the SPL12-RNAi and AGL6-RNAi genotypes maintained nodulation under osmotic stress. Moreover, the results showed that SPL12 regulates nodulation under a high concentration of nitrate by silencing AGL21. AGL21 transcript levels were increased under nitrate treatment in WT plants, but SPL12 was not affected throughout the treatment period. Given that AGL21 was significantly upregulated in SPL12-RNAi plants, we conclude that SPL12 may be involved in regulating nitrate inhibition of nodulation in alfalfa by targeting AGL21. Taken together, our results suggest that SPL12, AGL6, and AGL21 form a genetic module that regulates nodulation in alfalfa under osmotic stress and in response to nitrate.
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Affiliation(s)
- Vida Nasrollahi
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON N5V 4T3, Canada
- Department of Biology, University of Western Ontario, 1151 Richmond Street, London, ON N6A 3K7, Canada
| | - Ze-Chun Yuan
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON N5V 4T3, Canada
| | - Susanne E. Kohalmi
- Department of Biology, University of Western Ontario, 1151 Richmond Street, London, ON N6A 3K7, Canada
| | - Abdelali Hannoufa
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, ON N5V 4T3, Canada
- Department of Biology, University of Western Ontario, 1151 Richmond Street, London, ON N6A 3K7, Canada
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Saad MM, Eida AA, Hirt H. Tailoring plant-associated microbial inoculants in agriculture: a roadmap for successful application. JOURNAL OF EXPERIMENTAL BOTANY 2020; 71:3878-3901. [PMID: 32157287 PMCID: PMC7450670 DOI: 10.1093/jxb/eraa111] [Citation(s) in RCA: 69] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 03/09/2020] [Indexed: 05/05/2023]
Abstract
Plants are now recognized as metaorganisms which are composed of a host plant associated with a multitude of microbes that provide the host plant with a variety of essential functions to adapt to the local environment. Recent research showed the remarkable importance and range of microbial partners for enhancing the growth and health of plants. However, plant-microbe holobionts are influenced by many different factors, generating complex interactive systems. In this review, we summarize insights from this emerging field, highlighting the factors that contribute to the recruitment, selection, enrichment, and dynamic interactions of plant-associated microbiota. We then propose a roadmap for synthetic community application with the aim of establishing sustainable agricultural systems that use microbial communities to enhance the productivity and health of plants independently of chemical fertilizers and pesticides. Considering global warming and climate change, we suggest that desert plants can serve as a suitable pool of potentially beneficial microbes to maintain plant growth under abiotic stress conditions. Finally, we propose a framework for advancing the application of microbial inoculants in agriculture.
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Affiliation(s)
- Maged M Saad
- DARWIN21, Biological and Environmental Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Abdul Aziz Eida
- DARWIN21, Biological and Environmental Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Heribert Hirt
- DARWIN21, Biological and Environmental Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Institute of Plant Sciences Paris-Saclay (IPS2), Gif-sur-Yvette Cedex, France
- Max F. Perutz Laboratories, University of Vienna, Vienna, Austria
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A Genome-Wide Association Study Revealed Key SNPs/Genes Associated With Salinity Stress Tolerance In Upland Cotton. Genes (Basel) 2019; 10:genes10100829. [PMID: 31640174 PMCID: PMC6826536 DOI: 10.3390/genes10100829] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2019] [Revised: 10/16/2019] [Accepted: 10/18/2019] [Indexed: 12/20/2022] Open
Abstract
Millions of hectares of land are too saline to produce economically valuable crop yields. Salt tolerance in cotton is an imperative approach for improvement in response to ever-increasing soil salinization. Little is known about the genetic basis of salt tolerance in cotton at the seedling stage. To address this issue, a genome-wide association study (GWAS) was conducted on a core collection of a genetically diverse population of upland cotton (Gossypium hirsutum L.) comprising of 419 accessions, representing various geographic origins, including China, USA, Pakistan, the former Soviet Union, Chad, Australia, Brazil, Mexico, Sudan, and Uganda. Phenotypic evaluation of 7 traits under control (0 mM) and treatment (150 mM) NaCl conditions depicted the presence of broad natural variation in the studied population. The association study was carried out with the efficient mixed-model association eXpedited software package. A total of 17,264 single-nucleotide polymorphisms (SNPs) associated with different salinity stress tolerance related traits were found. Twenty-three candidate SNPs related to salinity stress-related traits were selected. Final key SNPs were selected based on the r2 value with nearby SNPs in a linkage disequilibrium (LD) block. Twenty putative candidate genes surrounding SNPs, A10_95330133 and D10_61258588, associated with leaf relative water content, RWC_150, and leaf fresh weight, FW_150, were identified, respectively. We further validated the expression patterns of twelve candidate genes with qRT-PCR, which revealed different expression levels in salt-tolerant and salt-sensitive genotypes. The results of our GWAS provide useful knowledge about the genetic control of salt tolerance at the seedling stage, which could assist in elucidating the genetic and molecular mechanisms of salinity stress tolerance in cotton plants.
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Pawela A, Banasiak J, Biała W, Martinoia E, Jasiński M. MtABCG20 is an ABA exporter influencing root morphology and seed germination of Medicago truncatula. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2019; 98:511-523. [PMID: 30661269 PMCID: PMC6850635 DOI: 10.1111/tpj.14234] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Revised: 01/04/2019] [Accepted: 01/08/2019] [Indexed: 05/10/2023]
Abstract
Abscisic acid (ABA) integrates internal and external signals to coordinate plant development, growth and architecture. It plays a central role in stomatal closure, and prevents germination of freshly produced seeds and germination of non-dormant seeds under unfavorable circumstances. Here, we describe a Medicago truncatula ATP-binding cassette (ABC) transporter, MtABCG20, as an ABA exporter present in roots and germinating seeds. In seeds, MtABCG20 was found in the hypocotyl-radicle transition zone of the embryonic axis. Seeds of mtabcg20 plants were more sensitive to ABA upon germination, due to the fact that ABA translocation within mtabcg20 embryos was impaired. Additionally, the mtabcg20 produced fewer lateral roots and formed more nodules compared with wild-type plants in conditions mimicking drought stress. Heterologous expression in Arabidopsis thaliana provided evidence that MtABCG20 is a plasma membrane protein that is likely to form homodimers. Moreover, export of ABA from Nicotiana tabacum BY2 cells expressing MtABCG20 was faster than in the BY2 without MtABCG20. Our results have implications both in legume crop research and determination of the fundamental molecular processes involved in drought response and germination.
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Affiliation(s)
- Aleksandra Pawela
- Department of Plant Molecular PhysiologyInstitute of Bioorganic ChemistryPolish Academy of SciencesPoznanPoland
| | - Joanna Banasiak
- Department of Plant Molecular PhysiologyInstitute of Bioorganic ChemistryPolish Academy of SciencesPoznanPoland
| | - Wanda Biała
- Department of Plant Molecular PhysiologyInstitute of Bioorganic ChemistryPolish Academy of SciencesPoznanPoland
| | - Enrico Martinoia
- Department of Plant and Microbial BiologyUniversity of Zurich8008ZurichSwitzerland
| | - Michał Jasiński
- Department of Plant Molecular PhysiologyInstitute of Bioorganic ChemistryPolish Academy of SciencesPoznanPoland
- Department of Biochemistry and BiotechnologyPoznan University of Life SciencesPoznanPoland
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Dataset of the first transcriptome assembly of the tree crop "yerba mate" ( Ilex paraguariensis) and systematic characterization of protein coding genes. Data Brief 2018; 17:1036-1040. [PMID: 29876460 PMCID: PMC5988406 DOI: 10.1016/j.dib.2018.02.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Revised: 12/22/2017] [Accepted: 02/06/2018] [Indexed: 11/30/2022] Open
Abstract
This contribution contains data associated to the research article entitled “Exploring the genes of yerba mate (Ilex paraguariensis A. St.-Hil.) by NGS and de novo transcriptome assembly” (Debat et al., 2014) [1]. By means of a bioinformatic approach involving extensive NGS data analyses, we provide a resource encompassing the full transcriptome assembly of yerba mate, the first available reference for the Ilex L. genus. This dataset (Supplementary files 1 and 2) consolidates the transcriptome-wide assembled sequences of I. paraguariensis with further comprehensive annotation of the protein coding genes of yerba mate via the integration of Arabidopsis thaliana databases. The generated data is pivotal for the characterization of agronomical relevant genes in the tree crop yerba mate -a non-model species- and related taxa in Ilex. The raw sequencing data dissected here is available at DDBJ/ENA/GenBank (NCBI Resource Coordinators, 2016) [2] Sequence Read Archive (SRA) under the accession SRP043293 and the assembled sequences have been deposited at the Transcriptome Shotgun Assembly Sequence Database (TSA) under the accession GFHV00000000.
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Vatansever R, Koc I, Ozyigit II, Sen U, Uras ME, Anjum NA, Pereira E, Filiz E. Genome-wide identification and expression analysis of sulfate transporter (SULTR) genes in potato (Solanum tuberosum L.). PLANTA 2016; 244:1167-1183. [PMID: 27473680 DOI: 10.1007/s00425-016-2575-6] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Accepted: 07/23/2016] [Indexed: 05/15/2023]
Abstract
Solanum tuberosum genome analysis revealed 12 StSULTR genes encoding 18 transcripts. Among genes annotated at group level ( StSULTR I-IV), group III members formed the largest SULTRs-cluster and were potentially involved in biotic/abiotic stress responses via various regulatory factors, and stress and signaling proteins. Employing bioinformatics tools, this study performed genome-wide identification and expression analysis of SULTR (StSULTR) genes in potato (Solanum tuberosum L.). Very strict homology search and subsequent domain verification with Hidden Markov Model revealed 12 StSULTR genes encoding 18 transcripts. StSULTR genes were mapped on seven S. tuberosum chromosomes. Annotation of StSULTR genes was also done as StSULTR I-IV at group level based mainly on the phylogenetic distribution with Arabidopsis SULTRs. Several tandem and segmental duplications were identified between StSULTR genes. Among these duplications, Ka/Ks ratios indicated neutral nature of mutations that might not be causing any selection. Two segmental and one-tandem duplications were calculated to occur around 147.69, 180.80 and 191.00 million years ago (MYA), approximately corresponding to the time of monocot/dicot divergence. Two other segmental duplications were found to occur around 61.23 and 67.83 MYA, which is very close to the origination of monocotyledons. Most cis-regulatory elements in StSULTRs were found associated with major hormones (such as abscisic acid and methyl jasmonate), and defense and stress responsiveness. The cis-element distribution in duplicated gene pairs indicated the contribution of duplication events in conferring the neofunctionalization/s in StSULTR genes. Notably, RNAseq data analyses unveiled expression profiles of StSULTR genes under different stress conditions. In particular, expression profiles of StSULTR III members suggested their involvement in plant stress responses. Additionally, gene co-expression networks of these group members included various regulatory factors, stress and signaling proteins, and housekeeping and some other proteins with unknown functions.
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Affiliation(s)
- Recep Vatansever
- Department of Biology, Faculty of Science and Arts, Marmara University, 34722, Goztepe, Istanbul, Turkey
| | - Ibrahim Koc
- Department of Molecular Biology and Genetics, Faculty of Science, Gebze Technical University, Gebze, Kocaeli, Turkey
| | - Ibrahim Ilker Ozyigit
- Department of Biology, Faculty of Science and Arts, Marmara University, 34722, Goztepe, Istanbul, Turkey
| | - Ugur Sen
- Department of Biology, Faculty of Science and Arts, Marmara University, 34722, Goztepe, Istanbul, Turkey
| | - Mehmet Emin Uras
- Department of Biology, Faculty of Science and Arts, Marmara University, 34722, Goztepe, Istanbul, Turkey
| | - Naser A Anjum
- Department of Chemistry, CESAM-Centre for Environmental and Marine Studies, University of Aveiro, 3810-193, Aveiro, Portugal
| | - Eduarda Pereira
- Department of Chemistry, CESAM-Centre for Environmental and Marine Studies, University of Aveiro, 3810-193, Aveiro, Portugal
| | - Ertugrul Filiz
- Department of Crop and Animal Production, Cilimli Vocational School, Duzce University, 81750, Cilimli, Duzce, Turkey.
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Volpe V, Giovannetti M, Sun XG, Fiorilli V, Bonfante P. The phosphate transporters LjPT4 and MtPT4 mediate early root responses to phosphate status in non mycorrhizal roots. PLANT, CELL & ENVIRONMENT 2016; 39:660-71. [PMID: 26476189 DOI: 10.1111/pce.12659] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Revised: 10/09/2015] [Accepted: 10/12/2015] [Indexed: 05/23/2023]
Abstract
Arbuscular mycorrhizal (AM) symbiosis improves host plant phosphorous (P) status and elicits the expression of AM-inducible phosphate transporters (PTs) in arbuscule-containing cells, where they control arbuscule morphogenesis and P release. We confirmed such functions for LjPT4 in mycorrhizal Lotus japonicus. Promoter-GUS experiments showed LjPT4 transcription not only in arbusculated cells but also in root tips, in the absence of the fungus: here LjPT4 transcription profile depended on the phosphate level. In addition, quantitative RT-PCR confirmed the expression of Lotus and Medicago truncatula PT4 in the tips of non-mycorrhizal roots. Starting from these observations, we hypothesized that AM-inducible PTs may have a regulatory role in plant development, irrespective of the fungal presence. Firstly, we focused on root development responses to different phosphate treatments in both plants demonstrating that phosphate starvation induced a higher number of lateral roots. By contrast, Lotus PT4i plants and Medicago mtpt4 mutants did not show any differential response to phosphate levels, suggesting that PT4 genes affect early root branching. Phosphate starvation-induced genes and a key auxin receptor, MtTIR1, showed an impaired expression in mtpt4 plants. We suggest PT4 genes as novel components of the P-sensing machinery at the root tip level, independently of AM fungi.
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Affiliation(s)
- Veronica Volpe
- Department of Life Science and Systems Biology, University of Turin, Viale Mattioli 25, I-10125, Torino, Italy
| | - Marco Giovannetti
- Department of Life Science and Systems Biology, University of Turin, Viale Mattioli 25, I-10125, Torino, Italy
| | - Xue-Guang Sun
- Department of Life Science and Systems Biology, University of Turin, Viale Mattioli 25, I-10125, Torino, Italy
| | - Valentina Fiorilli
- Department of Life Science and Systems Biology, University of Turin, Viale Mattioli 25, I-10125, Torino, Italy
| | - Paola Bonfante
- Department of Life Science and Systems Biology, University of Turin, Viale Mattioli 25, I-10125, Torino, Italy
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Pellizzaro A, Clochard T, Planchet E, Limami AM, Morère-Le Paven MC. Identification and molecular characterization of Medicago truncatula NRT2 and NAR2 families. PHYSIOLOGIA PLANTARUM 2015; 154:256-69. [PMID: 25430977 DOI: 10.1111/ppl.12314] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2014] [Revised: 11/22/2014] [Accepted: 11/24/2014] [Indexed: 05/24/2023]
Abstract
Nitrate transporters received little attention to legumes probably because these species are able to adapt to N starvation by developing biological N2 fixation. Still it is important to study nitrate transport systems in legumes because nitrate intervenes as a signal in regulation of nodulation probably through nitrate transporters. The aim of this work is to achieve a molecular characterization of nitrate transporter 2 (NRT2) and NAR2 (NRT3) families to allow further work that would unravel their involvement in nitrate transport and signaling. Browsing the latest version of the Medicago truncatula genome annotation (v4 version) revealed three putative NRT2 members that we have named MtNRT2.1 (Medtr4g057890.1), MtNRT2.2 (Medtr4g057865.1) and MtNRT2.3 (Medtr8g069775.1) and two putative NAR2 members we named MtNAR2.1 (Medtr4g104730.1) and MtNAR2.2 (Medtr4g104700.1). The regulation and the spatial expression profiles of MtNRT2.1, the coincidence of its expression with that of MtNAR2.1 and MtNAR2.2 and the size of the encoded protein with 12 transmembrane (TM) spanning regions strongly support the idea that MtNRT2.1 is a nitrate transporter with a major contribution to the high-affinity transport system (HATS), while a very low level of expression characterized MtNRT2.2. Unlike MtNRT2.1, MtNRT2.3 showed a lower level of expression in the root system but was expressed in the shoots and in the nodules thus suggesting an involvement of the encoded protein in nitrate transport inside the plant and/or in nitrate signaling pathways controlling post-inoculation processes that govern nodule functioning.
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Affiliation(s)
- Anthoni Pellizzaro
- Université d'Angers, UMR1345 Institut de Recherche en Horticulture et Semences, SFR4207 QUASAV, 2 Boulevard Lavoisier, F-49045 Angers, France
- INRA, UMR1345 Institut de Recherche en Horticulture et Semences, 42 rue Georges Morel, F-49071 Beaucouzé, France
| | - Thibault Clochard
- Université d'Angers, UMR1345 Institut de Recherche en Horticulture et Semences, SFR4207 QUASAV, 2 Boulevard Lavoisier, F-49045 Angers, France
- INRA, UMR1345 Institut de Recherche en Horticulture et Semences, 42 rue Georges Morel, F-49071 Beaucouzé, France
| | - Elisabeth Planchet
- Université d'Angers, UMR1345 Institut de Recherche en Horticulture et Semences, SFR4207 QUASAV, 2 Boulevard Lavoisier, F-49045 Angers, France
- INRA, UMR1345 Institut de Recherche en Horticulture et Semences, 42 rue Georges Morel, F-49071 Beaucouzé, France
| | - Anis M Limami
- Université d'Angers, UMR1345 Institut de Recherche en Horticulture et Semences, SFR4207 QUASAV, 2 Boulevard Lavoisier, F-49045 Angers, France
- INRA, UMR1345 Institut de Recherche en Horticulture et Semences, 42 rue Georges Morel, F-49071 Beaucouzé, France
| | - Marie-Christine Morère-Le Paven
- Université d'Angers, UMR1345 Institut de Recherche en Horticulture et Semences, SFR4207 QUASAV, 2 Boulevard Lavoisier, F-49045 Angers, France
- INRA, UMR1345 Institut de Recherche en Horticulture et Semences, 42 rue Georges Morel, F-49071 Beaucouzé, France
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Kim JH, Lee C, Hyung D, Jo YJ, Park JS, Cook DR, Choi HK. CSGM Designer: a platform for designing cross-species intron-spanning genic markers linked with genome information of legumes. PLANT METHODS 2015; 11:30. [PMID: 25908937 PMCID: PMC4407554 DOI: 10.1186/s13007-015-0074-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2014] [Accepted: 04/09/2015] [Indexed: 06/04/2023]
Abstract
BACKGROUND Genetic markers are tools that can facilitate molecular breeding, even in species lacking genomic resources. An important class of genetic markers is those based on orthologous genes, because they can guide hypotheses about conserved gene function, a situation that is well documented for a number of agronomic traits. For under-studied species a key bottleneck in gene-based marker development is the need to develop molecular tools (e.g., oligonucleotide primers) that reliably access genes with orthology to the genomes of well-characterized reference species. RESULTS Here we report an efficient platform for the design of cross-species gene-derived markers in legumes. The automated platform, named CSGM Designer (URL: http://tgil.donga.ac.kr/CSGMdesigner), facilitates rapid and systematic design of cross-species genic markers. The underlying database is composed of genome data from five legume species whose genomes are substantially characterized. Use of CSGM is enhanced by graphical displays of query results, which we describe as "circular viewer" and "search-within-results" functions. CSGM provides a virtual PCR representation (eHT-PCR) that predicts the specificity of each primer pair simultaneously in multiple genomes. CSGM Designer output was experimentally validated for the amplification of orthologous genes using 16 genotypes representing 12 crop and model legume species, distributed among the galegoid and phaseoloid clades. Successful cross-species amplification was obtained for 85.3% of PCR primer combinations. CONCLUSION CSGM Designer spans the divide between well-characterized crop and model legume species and their less well-characterized relatives. The outcome is PCR primers that target highly conserved genes for polymorphism discovery, enabling functional inferences and ultimately facilitating trait-associated molecular breeding.
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Affiliation(s)
- Jin-Hyun Kim
- />Department of Medical Bioscience, Dong-A University, Saha-Gu Nakdong-Daero 550 beongil 37, Busan, 604-714 Republic of Korea
| | - Chaeyoung Lee
- />Department of Medical Bioscience, Dong-A University, Saha-Gu Nakdong-Daero 550 beongil 37, Busan, 604-714 Republic of Korea
| | - Daejin Hyung
- />Department of Computer Science, Dong-A University, Saha-Gu Nakdong-Daero 550 beongil 37, Busan, 604-714 Republic of Korea
| | - Ye-Jin Jo
- />Department of Genetic Engineering, Dong-A University, Saha-Gu Nakdong-Daero 550 beongil 37, Busan, 604-714 Republic of Korea
| | - Joo-Seok Park
- />Department of Applied Bioscience, Dong-A University, Saha-Gu Nakdong-Daero 550 beongil 37, Busan, 604-714 Republic of Korea
| | - Douglas R Cook
- />Department of Plant Pathology, University of California, One Shields Ave, Davis, CA 95616 USA
| | - Hong-Kyu Choi
- />Department of Genetic Engineering, Dong-A University, Saha-Gu Nakdong-Daero 550 beongil 37, Busan, 604-714 Republic of Korea
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Schlaeppi K, Bulgarelli D. The plant microbiome at work. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2015; 28:212-7. [PMID: 25514681 DOI: 10.1094/mpmi-10-14-0334-fi] [Citation(s) in RCA: 239] [Impact Index Per Article: 26.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Plants host distinct microbial communities on and inside their tissues designated the plant microbiota. Microbial community profiling enabled the description of the phylogenetic structure of the plant microbiota to an unprecedented depth, whereas functional insights are largely derived from experiments using individual microorganisms. The binary interplay between isolated members of the plant microbiota and host plants ranges from mutualistic to commensalistic and pathogenic relationships. However, how entire microbial communities capable of executing both growth-promoting and growth-compromising activities interfere with plant fitness remains largely unknown. Ultimately, unravelling the net result of microbial activities encoded in the extended plant genome-the plant microbiome-will be key to understanding and exploiting the full yield potential of a crop plant. In this perspective, we summarize first achievements of plant-microbiome research, we discuss future research directions, and we provide ideas for the translation of basic science to application to capitalize on the plant microbiome at work.
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Gallardo K, Courty PE, Le Signor C, Wipf D, Vernoud V. Sulfate transporters in the plant's response to drought and salinity: regulation and possible functions. FRONTIERS IN PLANT SCIENCE 2014; 5:580. [PMID: 25400648 PMCID: PMC4212607 DOI: 10.3389/fpls.2014.00580] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2014] [Accepted: 10/08/2014] [Indexed: 05/20/2023]
Abstract
Drought and salinity are two frequently combined abiotic stresses that affect plant growth, development, and crop productivity. Sulfate, and molecules derived from this anion such as glutathione, play important roles in the intrinsic responses of plants to such abiotic stresses. Therefore, understanding how plants facing environmental constraints re-equilibrate the flux of sulfate between and within different tissues might uncover perspectives for improving tolerance against abiotic stresses. In this review, we took advantage of genomics and post-genomics resources available in Arabidopsis thaliana and in the model legume species Medicago truncatula to highlight and compare the regulation of sulfate transporter genes under drought and salt stress. We also discuss their possible function in the plant's response and adaptation to abiotic stresses and present prospects about the potential benefits of mycorrhizal associations, which by facilitating sulfate uptake may assist plants to cope with abiotic stresses. Several transporters are highlighted in this review that appear promising targets for improving sulfate transport capacities of crops under fluctuating environmental conditions.
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Affiliation(s)
- Karine Gallardo
- Institut National de la Recherche Agronomique, UMR1347 Agroécologie, DijonFrance
- *Correspondence: Karine Gallardo, Institut National de la Recherche Agronomique, UMR1347 Agroécologie, 17 rue de Sully, BP 86510, Dijon, France e-mail:
| | - Pierre-Emmanuel Courty
- Zurich-Basel Plant Science Center, Department of Environmental Sciences, Botany, University of Basel, BaselSwitzerland
| | - Christine Le Signor
- Institut National de la Recherche Agronomique, UMR1347 Agroécologie, DijonFrance
| | - Daniel Wipf
- Université de Bourgogne, UMR1347 Agroécologie, DijonFrance
| | - Vanessa Vernoud
- Institut National de la Recherche Agronomique, UMR1347 Agroécologie, DijonFrance
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Perez IB, Brown PJ. The role of ROS signaling in cross-tolerance: from model to crop. FRONTIERS IN PLANT SCIENCE 2014; 5:754. [PMID: 25566313 PMCID: PMC4274871 DOI: 10.3389/fpls.2014.00754] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Accepted: 12/09/2014] [Indexed: 05/19/2023]
Abstract
Reactive oxygen species (ROS) are key signaling molecules produced in response to biotic and abiotic stresses that trigger a variety of plant defense responses. Cross-tolerance, the enhanced ability of a plant to tolerate multiple stresses, has been suggested to result partly from overlap between ROS signaling mechanisms. Cross-tolerance can manifest itself both as a positive genetic correlation between tolerance to different stresses (inherent cross-tolerance), and as the priming of systemic plant tolerance through previous exposure to another type of stress (induced cross-tolerance). Research in model organisms suggests that cross-tolerance could be used to benefit the agronomy and breeding of crop plants. However, research under field conditions has been scarce and critical issues including the timing, duration, and intensity of a stressor, as well as its interactions with other biotic and abiotic factors, remain to be addressed. Potential applications include the use of chemical stressors to screen for stress-resistant genotypes in breeding programs and the agronomic use of chemical inducers of plant defense for plant protection. Success of these applications will rely on improving our understanding of how ROS signals travel systemically and persist over time, and of how genetic correlations between resistance to ROS, biotic, and abiotic stresses are shaped by cooperative and antagonistic interactions within the underlying signaling pathways.
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Affiliation(s)
| | - Patrick J. Brown
- *Correspondence: Patrick J. Brown, Department of Crop Sciences, University of Illinois, 1408 Institute for Genomic Biology, 1206 W Gregory Drive, Urbana, IL, USA e-mail:
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