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Li R, Luo C, Zhong J, Liu Y, Wen H, Xu F, He Z, Huang C, He X. Functional identification of mango MiGID1A and MiGID1B genes confers early flowering and stress tolerance. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2025; 355:112468. [PMID: 40074202 DOI: 10.1016/j.plantsci.2025.112468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 02/19/2025] [Accepted: 03/06/2025] [Indexed: 03/14/2025]
Abstract
The GIBBERELLIN INSENSITIVE DWARF1 (GID1) gene encodes a receptor integral to Gibberellic acid (GA) signaling, which is pivotal for plant growth, development, and stress responses. Until now, GID1 genes have not been documented in mango. In this research, the mango (Mangifera indica) genome yielded four GID1 homologous genes, and this study focuses on the research of MiGID1A and MiGID1B genes. Expression analysis indicated that MiGID1A is mainly expressed in leaves, while MiGID1B is predominantly found in flowers and buds. Both genes exhibited a significant upsurge in expression under salt and drought stress conditions. Moreover, the overexpression of these genes significantly advanced early flowering under long-day conditions. MiGID1A and MiGID1B transgenic plants showed significantly higher root length and survival rate than WT plants under drought and salt stress treatment. In addition, under drought and salt stress treatment, the contents of malonaldehyde (MAD) and hydrogen peroxide (H2O2) decreased significantly, and the levels of proline (Pro) and superoxide dismutase (SOD) notably increased in the MiGID1A-OE and MiGID1B-OE transgenic plants. GA3 treatment significantly improved germination rates, root elongation, and early flowering in both MiGID1A-OE and MiGID1B-OE lines. At the same time, ABA treatment alleviated the inhibition of seed germination, root growth, and flowering in transgenic Arabidopsis. Moreover, yeast two-hybrid (Y2H) and bimolecular fluorescence complementation (BiFC) assays demonstrated that MiGID1A and MiGID1B were capable of interacting with DELLA family proteins. Existing reports have demonstrated that GID1 participates in various regulatory processes by promoting the degradation of DELLA proteins. SQUAMOSA promoter binding protein-like (SPL3a/b) and WRKY12a/b. The findings imply a significant regulatory function for the MiGID1A and MiGID1B genes in the processes of flowering, stress management, and gibberellin response. KEY MESSAGE: MiGID1 as a GA receptor plays a critical role in the function of hormones, stress response, and promoting plant flowering.
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Affiliation(s)
- Ruoyan Li
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangxi Key Laboratory for Agro-Environment and Agro-Product Safety, National Demonstration Center for Experimental Plant Science Education, College of Agriculture, Guangxi University, Nanning, Guangxi 530004, China
| | - Cong Luo
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangxi Key Laboratory for Agro-Environment and Agro-Product Safety, National Demonstration Center for Experimental Plant Science Education, College of Agriculture, Guangxi University, Nanning, Guangxi 530004, China
| | - Junjie Zhong
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangxi Key Laboratory for Agro-Environment and Agro-Product Safety, National Demonstration Center for Experimental Plant Science Education, College of Agriculture, Guangxi University, Nanning, Guangxi 530004, China
| | - Yuan Liu
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangxi Key Laboratory for Agro-Environment and Agro-Product Safety, National Demonstration Center for Experimental Plant Science Education, College of Agriculture, Guangxi University, Nanning, Guangxi 530004, China
| | - Huibao Wen
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangxi Key Laboratory for Agro-Environment and Agro-Product Safety, National Demonstration Center for Experimental Plant Science Education, College of Agriculture, Guangxi University, Nanning, Guangxi 530004, China
| | - Fang Xu
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangxi Key Laboratory for Agro-Environment and Agro-Product Safety, National Demonstration Center for Experimental Plant Science Education, College of Agriculture, Guangxi University, Nanning, Guangxi 530004, China
| | - Zhixi He
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangxi Key Laboratory for Agro-Environment and Agro-Product Safety, National Demonstration Center for Experimental Plant Science Education, College of Agriculture, Guangxi University, Nanning, Guangxi 530004, China
| | - Chuting Huang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangxi Key Laboratory for Agro-Environment and Agro-Product Safety, National Demonstration Center for Experimental Plant Science Education, College of Agriculture, Guangxi University, Nanning, Guangxi 530004, China
| | - Xinhua He
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangxi Key Laboratory for Agro-Environment and Agro-Product Safety, National Demonstration Center for Experimental Plant Science Education, College of Agriculture, Guangxi University, Nanning, Guangxi 530004, China.
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Perez-Rial A, Carmona A, Ali L, Rubio J, Millan T, Castro P, Die JV. Phenotypic and genetic characterization of a near-isogenic line pair: insights into flowering time in chickpea. BMC PLANT BIOLOGY 2024; 24:709. [PMID: 39054447 PMCID: PMC11270784 DOI: 10.1186/s12870-024-05411-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 07/11/2024] [Indexed: 07/27/2024]
Abstract
BACKGROUND Cicer arietinum is a significant legume crop cultivated mainly in short-season environments, where early-flowering is a desirable trait to overcome terminal constraints. Despite its agricultural significance, the genetic control of flowering time in chickpea is not fully understood. In this study, we developed, phenotyped, re-sequenced and genetically characterized a pair of near-isogenic lines (NILs) with contrasting days to flowering to identify candidate gene variants potentially associated with flowering time. RESULTS In addition to days to flowering, noticeable differences in multiple shoot architecture traits were observed between the NILs. The resequencing data confirms that the NILs developed in this study serve as appropriate plant materials, effectively constraining genetic variation to specific regions and thereby establishing a valuable resource for future genetic and functional investigations in chickpea research. Leveraging bioinformatics tools and public genomic datasets, we identified homologs of flowering-related genes from Arabidopsis thaliana, including ELF3 and, for the first time in chickpea, MED16 and STO/BBX24, with variants among the NILs. Analysis of the allelic distribution of these genes revealed their preservation within chickpea diversity and their potential association with flowering time. Variants were also identified in members of the ERF and ARF gene families. Furthermore, in silico expression analysis was conducted elucidating their putative roles in flowering. CONCLUSIONS While the gene CaELF3a is identified as a prominent candidate, this study also exposes new targets in chickpea, such as CaMED16b and LOC101499101 (BBX24-like), homologs of flowering-related genes in Arabidopsis, as well as ERF12 and ARF2. The in silico expression characterization and genetic variability analysis performed could contribute to their use as specific markers for chickpea breeding programs. This study lays the groundwork for future investigations utilizing this plant material, promising further insights into the complex mechanisms governing flowering time in chickpea.
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Affiliation(s)
- Adrian Perez-Rial
- Department of Genetics-ETSIAM, University of Córdoba, Campus de Rabanales, Córdoba, 14071, Spain
| | - Alejandro Carmona
- Department of Genetics-ETSIAM, University of Córdoba, Campus de Rabanales, Córdoba, 14071, Spain
| | - Latifah Ali
- Department of Plant Biology-Science Faculty, University of Tishreen, Lattakia City, Syria
| | - Josefa Rubio
- Área de Mejora y Biotecnología, IFAPA Centro 'Alameda del Obispo', Córdoba, 14080, Spain
| | - Teresa Millan
- Department of Genetics-ETSIAM, University of Córdoba, Campus de Rabanales, Córdoba, 14071, Spain
| | - Patricia Castro
- Department of Genetics-ETSIAM, University of Córdoba, Campus de Rabanales, Córdoba, 14071, Spain.
| | - Jose V Die
- Department of Genetics-ETSIAM, University of Córdoba, Campus de Rabanales, Córdoba, 14071, Spain
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Li H, Chen L, Liu R, Cao S, Lu Z. Comparative Proteomic Analysis of Floral Buds before and after Opening in Walnut ( Juglans regia L.). Int J Mol Sci 2024; 25:7878. [PMID: 39063121 PMCID: PMC11276623 DOI: 10.3390/ijms25147878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 07/13/2024] [Accepted: 07/17/2024] [Indexed: 07/28/2024] Open
Abstract
The walnut (Juglans regia L.) is a typical and an economically important tree species for nut production with heterodichogamy. The absence of female and male flowering periods seriously affects both the pollination and fruit setting rates of walnuts, thereby affecting the yield and quality. Therefore, studying the characteristics and processes of flower bud differentiation helps in gaining a deeper understanding of the regularity of the mechanism of heterodichogamy in walnuts. In this study, a total of 3540 proteins were detected in walnut and 885 unique differentially expressed proteins (DEPs) were identified using the isobaric tags for the relative and absolute quantitation (iTRAQ)-labeling method. Among all DEPs, 12 common proteins were detected in all four of the obtained contrasts. GO and KEGG analyses of 12 common DEPs showed that their functions are distributed in the cytoplasm metabolic pathways, photosynthesis, glyoxylate and dicarboxylate metabolism, and the biosynthesis of secondary metabolites, which are involved in energy production and conversion, synthesis, and the breakdown of proteomes. In addition, a function analysis was performed, whereby the DEPs were classified as involved in photosynthesis, morphogenesis, metabolism, or the stress response. A total of eight proteins were identified as associated with the morphogenesis of stamen development, such as stamen-specific protein FIL1-like (XP_018830780.1), putative leucine-rich repeat receptor-like serine/threonine-protein kinase At2g24130 (XP_018822513.1), cytochrome P450 704B1-like isoform X2 (XP_018845266.1), ervatamin-B-like (XP_018824181.1), probable glucan endo-1,3-beta-glucosidase A6 (XP_018844051.1), pathogenesis-related protein 5-like (XP_018835774.1), GDSL esterase/lipase At5g22810-like (XP_018833146.1), and fatty acyl-CoA reductase 2 (XP_018848853.1). Our results predict several crucial proteins and deepen the understanding of the biochemical mechanism that regulates the formation of male and female flower buds in walnuts.
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Affiliation(s)
- Haoxian Li
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou 450000, China; (H.L.); (L.C.); (R.L.); (S.C.)
- National Horticultural Germplasm Resources Center, Chinese Academy of Agricultural Sciences, Zhengzhou 450000, China
- National Nanfan Research Institute, Sanya 572000, China
| | - Lina Chen
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou 450000, China; (H.L.); (L.C.); (R.L.); (S.C.)
- National Horticultural Germplasm Resources Center, Chinese Academy of Agricultural Sciences, Zhengzhou 450000, China
- Zhongyuan Research Center, Chinese Academy of Agricultural Sciences, Xinxiang 453000, China
| | - Ruitao Liu
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou 450000, China; (H.L.); (L.C.); (R.L.); (S.C.)
- National Horticultural Germplasm Resources Center, Chinese Academy of Agricultural Sciences, Zhengzhou 450000, China
- Zhongyuan Research Center, Chinese Academy of Agricultural Sciences, Xinxiang 453000, China
| | - Shangyin Cao
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou 450000, China; (H.L.); (L.C.); (R.L.); (S.C.)
| | - Zhenhua Lu
- Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou 450000, China; (H.L.); (L.C.); (R.L.); (S.C.)
- National Horticultural Germplasm Resources Center, Chinese Academy of Agricultural Sciences, Zhengzhou 450000, China
- National Nanfan Research Institute, Sanya 572000, China
- Zhongyuan Research Center, Chinese Academy of Agricultural Sciences, Xinxiang 453000, China
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Zhengzhou 450000, China
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Landoni B, Suárez-Montes P, Habeahan RHF, Brennan AC, Pérez-Barrales R. Local climate and vernalization sensitivity predict the latitudinal patterns of flowering onset in the crop wild relative Linum bienne Mill. ANNALS OF BOTANY 2024; 134:117-130. [PMID: 38482916 PMCID: PMC11161566 DOI: 10.1093/aob/mcae040] [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: 02/22/2024] [Accepted: 03/13/2024] [Indexed: 06/09/2024]
Abstract
BACKGROUND AND AIMS The timing of flowering onset is often correlated with latitude, indicative of climatic gradients. Flowering onset in temperate species commonly requires exposure to cold temperatures, known as vernalization. Hence, population differentiation of flowering onset with latitude might reflect adaptation to the local climatic conditions experienced by populations. METHODS Within its western range, seeds from Linum bienne populations (the wild relative of cultivated Linum usitatissimum) were used to describe the latitudinal differentiation of flowering onset to determine its association with the local climate of the population. A vernalization experiment including different crop cultivars was used to determine how vernalization accelerates flowering onset, in addition to the vernalization sensitivity response among populations and cultivars. Additionally, genetic differentiation of L. bienne populations along the latitudinal range was scrutinized using microsatellite markers. KEY RESULTS Flowering onset varied with latitude of origin, with southern populations flowering earlier than their northern counterparts. Vernalization reduced the number of days to flowering onset, but vernalization sensitivity was greater in northern populations compared with southern ones. Conversely, vernalization delayed flowering onset in the crop, exhibiting less variation in sensitivity. In L. bienne, both flowering onset and vernalization sensitivity were better predicted by the local climate of the population than by latitude itself. Microsatellite data unveiled genetic differentiation of populations, forming two groups geographically partitioned along latitude. CONCLUSIONS The consistent finding of latitudinal variation across experiments suggests that both flowering onset and vernalization sensitivity in L. bienne populations are under genetic regulation and might depend on climatic cues at the place of origin. The association with climatic gradients along latitude suggests that the climate experienced locally drives population differentiation of the flowering onset and vernalization sensitivity patterns. The genetic population structure suggests that past population history could have influenced the flowering initiation patterns detected, which deserves further work.
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Affiliation(s)
- Beatrice Landoni
- School of Biological Sciences, University of Portsmouth, Portsmouth, UK
- Department of Biosciences, University of Milan, Milan, Italy
| | | | | | | | - Rocío Pérez-Barrales
- School of Biological Sciences, University of Portsmouth, Portsmouth, UK
- Botany Department, University of Granada, Granada, Spain
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Salse J, Barnard RL, Veneault-Fourrey C, Rouached H. Strategies for breeding crops for future environments. TRENDS IN PLANT SCIENCE 2024; 29:303-318. [PMID: 37833181 DOI: 10.1016/j.tplants.2023.08.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Revised: 06/27/2023] [Accepted: 08/08/2023] [Indexed: 10/15/2023]
Abstract
The green revolution successfully increased agricultural output in the early 1960s by relying primarily on three pillars: plant breeding, irrigation, and chemical fertilization. Today, the need to reduce the use of chemical fertilizers, water scarcity, and future environmental changes, together with a growing population, requires innovative strategies to adapt to a new context and prevent food shortages. Therefore, scientists from around the world are directing their efforts to breed crops for future environments to sustainably produce more nutritious food. Herein, we propose scientific avenues to be reinforced in selecting varieties, including crop wild relatives, either for monoculture or mixed cropping systems, taking advantage of plant-microbial interactions, while considering the diversity of organisms associated with crops and unlocking combinatorial nutritional stresses.
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Affiliation(s)
- Jérôme Salse
- UCA-INRAE UMR 1095 Genetics, Diversity, and Ecophysiology of Cereals (GDEC), 5 Chemin de Beaulieu, 63000 Clermont-Ferrand, France
| | - Romain L Barnard
- Agroécologie, INRAE, Institut Agro, Université de Bourgogne, Université de Bourgogne Franche-Comté, 21000 Dijon, France
| | - Claire Veneault-Fourrey
- Université de Lorraine, INRAE, Unité Mixte de Recherche Interactions Arbres-Microorganismes, F-54000 Nancy, France
| | - Hatem Rouached
- Department of Plant, Soil, and Microbial Sciences, Michigan State University, East Lansing, MI 48823, USA; The Plant Resilience Institute, Michigan State University, East Lansing, MI 48823, USA.
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Guerra-García A, Trněný O, Brus J, Renzi JP, Kumar S, Bariotakis M, Coyne CJ, Chitikineni A, Bett KE, Varshney R, Pirintsos S, Berger J, von Wettberg EJB, Smýkal P. Genetic structure and ecological niche space of lentil's closest wild relative, Lens orientalis (Boiss.) Schmalh. PLANT BIOLOGY (STUTTGART, GERMANY) 2024; 26:232-244. [PMID: 38230798 DOI: 10.1111/plb.13615] [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: 10/10/2023] [Accepted: 11/27/2023] [Indexed: 01/18/2024]
Abstract
Crops arose from wild ancestors and to understand their domestication it is essential to compare the cultivated species with their crop wild relatives. These represent an important source of further crop improvement, in particular in relation to climate change. Although there are about 58,000 Lens accessions held in genebanks, only 1% are wild. We examined the geographic distribution and genetic diversity of the lentil's immediate progenitor L. orientalis. We used Genotyping by Sequencing (GBS) to identify and characterize differentiation among accessions held at germplasm collections. We then determined whether genetically distinct clusters of accessions had been collected from climatically distinct locations. Of the 195 genotyped accessions, 124 were genuine L. orientalis with four identified genetic groups. Although an environmental distance matrix was significantly correlated with geographic distance in a Mantel test, the four identified genetic clusters were not found to occupy significantly different environmental space. Maxent modelling gave a distinct predicted distribution pattern centred in the Fertile Crescent, with intermediate probabilities of occurrence in parts of Turkey, Greece, Cyprus, Morocco, and the south of the Iberian Peninsula with NW Africa. Future projections did not show any dramatic alterations in the distribution according to the climate change scenarios tested. We have found considerable diversity in L. orientalis, some of which track climatic variability. The results of the study showed the genetic diversity of wild lentil and indicate the importance of ongoing collections and in situ conservation for our future capacity to harness the genetic variation of the lentil progenitor.
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Affiliation(s)
- A Guerra-García
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, Canada
- Departamento de Biotecnología y Bioquímica, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato, Mexico
| | - O Trněný
- Agriculture Research Ltd, Troubsko, Czech Republic
| | - J Brus
- Department of Geoinformatics, Palacký University, Olomouc, Czech Republic
| | - J P Renzi
- Instituto Nacional de Tecnología Agropecuaria, Buenos Aires, Argentina
| | - S Kumar
- International Center for Agricultural Research in the Dry Areas (ICARDA), Rabat, Morocco
| | - M Bariotakis
- Department of Biology, University of Crete, Heraklion, Greece
- Botanical Garden, Rethymnon, Greece
| | - C J Coyne
- Western Regional Plant Introduction Station, USDA-ARS, Pullman, WA, USA
| | - A Chitikineni
- International Crop Research Institute for the semi-Arid Tropics (ICRISAT), Patancheru, Hyderabad, India
| | - K E Bett
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, Canada
| | - R Varshney
- International Crop Research Institute for the semi-Arid Tropics (ICRISAT), Patancheru, Hyderabad, India
- Murdoch University, Murdoch, WA, Australia
| | - S Pirintsos
- Department of Biology, University of Crete, Heraklion, Greece
| | - J Berger
- CSIRO Plant Industry, Wembley, WA, Australia
| | - E J B von Wettberg
- Department of Plant and Soil Sciences, Gund Institute for the Environment, University of Vermont, Burlington, VT, USA
| | - P Smýkal
- Department of Botany, Palacký University, Olomouc, Czech Republic
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Wang X, Zhang J, Liu X, Kong Y, Han L. The Roles of the PSEUDO-RESPONSE REGULATORs in Circadian Clock and Flowering Time in Medicago truncatula. Int J Mol Sci 2023; 24:16834. [PMID: 38069157 PMCID: PMC10706769 DOI: 10.3390/ijms242316834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/22/2023] [Accepted: 11/25/2023] [Indexed: 12/18/2023] Open
Abstract
PSEUDO-RESPONSE REGULATORs (PRRs) play key roles in the circadian rhythms and flowering in plants. Here, we identified the four members of the PRR family in Medicago truncatula, including MtPRR9a, MtPRR9b, MtPRR7 and MtPRR5, and isolated their Tnt1 retrotransposon-tagged mutants. They were expressed in different organs and were nuclear-localized. The four MtPRRs genes played important roles in normal clock rhythmicity maintenance by negatively regulating the expression of MtGI and MtLHY. Surprisingly, the four MtPRRs functioned redundantly in regulating flowering time under long-day conditions, and the quadruple mutant flowered earlier. Moreover, MtPRR can recruit the MtTPL/MtTPR corepressors and the other MtPRRs to form heterodimers to constitute the core mechanism of the circadian oscillator.
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Affiliation(s)
- Xiao Wang
- The Key Laboratory of Plant Development and Environmental Adaptation Biology, Ministry of Education, School of Life Sciences, Shandong University, Qingdao 266237, China; (X.W.); (J.Z.); (X.L.); (Y.K.)
| | - Juanjuan Zhang
- The Key Laboratory of Plant Development and Environmental Adaptation Biology, Ministry of Education, School of Life Sciences, Shandong University, Qingdao 266237, China; (X.W.); (J.Z.); (X.L.); (Y.K.)
| | - Xiu Liu
- The Key Laboratory of Plant Development and Environmental Adaptation Biology, Ministry of Education, School of Life Sciences, Shandong University, Qingdao 266237, China; (X.W.); (J.Z.); (X.L.); (Y.K.)
| | - Yiming Kong
- The Key Laboratory of Plant Development and Environmental Adaptation Biology, Ministry of Education, School of Life Sciences, Shandong University, Qingdao 266237, China; (X.W.); (J.Z.); (X.L.); (Y.K.)
- College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Lu Han
- The Key Laboratory of Plant Development and Environmental Adaptation Biology, Ministry of Education, School of Life Sciences, Shandong University, Qingdao 266237, China; (X.W.); (J.Z.); (X.L.); (Y.K.)
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Genetic diversity and local adaption of alfalfa populations (Medicago sativa L.) under long-term grazing. Sci Rep 2023; 13:1632. [PMID: 36717619 PMCID: PMC9886962 DOI: 10.1038/s41598-023-28521-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 01/19/2023] [Indexed: 02/01/2023] Open
Abstract
Genomic information on alfalfa adaptation to long-term grazing is useful for alfalfa genetic improvement. In this study, 14 alfalfa populations were collected from long-term grazing sites (> 25 years) across four soil zones in western Canada. Alfalfa cultivars released between 1926 and 1980 were used to compare degree of genetic variation of the 14 populations. Six agro-morphological and three nutritive value traits were evaluated from 2018 to 2020. The genotyping-by-sequencing (GBS) data of the alfalfa populations and environmental data were used for genotype-environment association (GEA). Both STRUCTURE and UPGMA based on 19,853 SNPs showed that the 14 alfalfa populations from long-term grazing sites had varying levels of parentages from alfalfa sub-species Medicago sativa and M. falcata. The linear regression of STRUCTURE membership probability on phenotypic data indicated genetic variations of forage dry matter yield, spring vigor and plant height were low, but genetic variations of regrowth, fall plant height, days to flower and crude protein were still high for the 14 alfalfa populations from long-term grazing sites. The GEA identified 31 SNPs associated with 13 candidate genes that were mainly associated with six environmental factors of. Candidate genes underlying environmental factors were associated with a variety of proteins, which were involved in plant responses to abiotic stresses, i.e., drought, cold and salinity-alkali stresses.
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Kumari P, Khan S, Wani IA, Gupta R, Verma S, Alam P, Alaklabi A. Unravelling the Role of Epigenetic Modifications in Development and Reproduction of Angiosperms: A Critical Appraisal. Front Genet 2022; 13:819941. [PMID: 35664328 PMCID: PMC9157814 DOI: 10.3389/fgene.2022.819941] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 02/14/2022] [Indexed: 12/28/2022] Open
Abstract
Epigenetics are the heritable changes in gene expression patterns which occur without altering DNA sequence. These changes are reversible and do not change the sequence of the DNA but can alter the way in which the DNA sequences are read. Epigenetic modifications are induced by DNA methylation, histone modification, and RNA-mediated mechanisms which alter the gene expression, primarily at the transcriptional level. Such alterations do control genome activity through transcriptional silencing of transposable elements thereby contributing toward genome stability. Plants being sessile in nature are highly susceptible to the extremes of changing environmental conditions. This increases the likelihood of epigenetic modifications within the composite network of genes that affect the developmental changes of a plant species. Genetic and epigenetic reprogramming enhances the growth and development, imparts phenotypic plasticity, and also ensures flowering under stress conditions without changing the genotype for several generations. Epigenetic modifications hold an immense significance during the development of male and female gametophytes, fertilization, embryogenesis, fruit formation, and seed germination. In this review, we focus on the mechanism of epigenetic modifications and their dynamic role in maintaining the genomic integrity during plant development and reproduction.
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Affiliation(s)
- Priyanka Kumari
- Conservation and Molecular Biology Lab., Department of Botany, Baba Ghulam Shah Badshah University, Rajouri, India
| | - Sajid Khan
- Conservation and Molecular Biology Lab., Department of Botany, Baba Ghulam Shah Badshah University, Rajouri, India
| | - Ishfaq Ahmad Wani
- Conservation and Molecular Biology Lab., Department of Botany, Baba Ghulam Shah Badshah University, Rajouri, India
| | - Renu Gupta
- Division of Soil Sciences & Agricultural Chemistry, Faculty of Agriculture Sher e Kashmir University of Agricultural Sciences and Technology, Chatha, India
| | - Susheel Verma
- Department of Botany, University of Jammu, Jammu, India
- *Correspondence: Susheel Verma,
| | - Pravej Alam
- Department of Biology, College of Science and Humanities, Prince Sattam bin Abdulaziz University (PSAU), Alkharj, Saudi Arabia
| | - Abdullah Alaklabi
- Department of Biology, College of Science, University of Bisha, Bisha, Saudi Arabia
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Gay L, Dhinaut J, Jullien M, Vitalis R, Navascués M, Ranwez V, Ronfort J. Evolution of flowering time in a selfing annual plant: Roles of adaptation and genetic drift. Ecol Evol 2022; 12:e8555. [PMID: 35127051 PMCID: PMC8794724 DOI: 10.1002/ece3.8555] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 12/10/2021] [Indexed: 11/10/2022] Open
Abstract
Resurrection studies are a useful tool to measure how phenotypic traits have changed in populations through time. If these trait modifications correlate with the environmental changes that occurred during the time period, it suggests that the phenotypic changes could be a response to selection. Selfing, through its reduction of effective size, could challenge the ability of a population to adapt to environmental changes. Here, we used a resurrection study to test for adaptation in a selfing population of Medicago truncatula, by comparing the genetic composition and flowering times across 22 generations. We found evidence for evolution toward earlier flowering times by about two days and a peculiar genetic structure, typical of highly selfing populations, where some multilocus genotypes (MLGs) are persistent through time. We used the change in frequency of the MLGs through time as a multilocus fitness measure and built a selection gradient that suggests evolution toward earlier flowering times. Yet, a simulation model revealed that the observed change in flowering time could be explained by drift alone, provided the effective size of the population is small enough (<150). These analyses suffer from the difficulty to estimate the effective size in a highly selfing population, where effective recombination is severely reduced.
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Affiliation(s)
- Laurène Gay
- CIRADINRAEInstitut AgroUMR AGAP InstitutUniv MontpellierMontpellierFrance
| | - Julien Dhinaut
- CIRADINRAEInstitut AgroUMR AGAP InstitutUniv MontpellierMontpellierFrance
- Present address:
Evolutionary Biology and Ecology of AlgaeUPMCUniversity of Paris VI, UC, UACH, UMI 3614CNRSSorbonne UniversitésRoscoffFrance
| | - Margaux Jullien
- CIRADINRAEInstitut AgroUMR AGAP InstitutUniv MontpellierMontpellierFrance
- Present address:
INRAUniv. Paris‐SudCNRSAgroParisTechGQE – Le MoulonUniversité Paris‐SaclayGif‐sur‐YvetteFrance
| | - Renaud Vitalis
- CIRADINRAEInstitut AgroIRDCBGPUniv MontpellierMontpellierFrance
| | | | - Vincent Ranwez
- CIRADINRAEInstitut AgroUMR AGAP InstitutUniv MontpellierMontpellierFrance
| | - Joëlle Ronfort
- CIRADINRAEInstitut AgroUMR AGAP InstitutUniv MontpellierMontpellierFrance
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11
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Blanco-Pastor JL, Liberal IM, Sakiroglu M, Wei Y, Brummer EC, Andrew RL, Pfeil BE. Annual and perennial Medicago show signatures of parallel adaptation to climate and soil in highly conserved genes. Mol Ecol 2021; 30:4448-4465. [PMID: 34217151 DOI: 10.1111/mec.16061] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 06/24/2021] [Accepted: 06/29/2021] [Indexed: 12/24/2022]
Abstract
Human induced environmental change may require rapid adaptation of plant populations and crops, but the genomic basis of environmental adaptation remain poorly understood. We analysed polymorphic loci from the perennial crop Medicago sativa (alfalfa or lucerne) and the annual legume model species M. truncatula to search for a common set of candidate genes that might contribute to adaptation to abiotic stress in both annual and perennial Medicago species. We identified a set of candidate genes of adaptation associated with environmental gradients along the distribution of the two Medicago species. Candidate genes for each species were detected in homologous genomic linkage blocks using genome-environment (GEA) and genome-phenotype association analyses. Hundreds of GEA candidate genes were species-specific, of these, 13.4% (M. sativa) and 24% (M. truncatula) were also significantly associated with phenotypic traits. A set of 168 GEA candidates were shared by both species, which was 25.4% more than expected by chance. When combined, they explained a high proportion of variance for certain phenotypic traits associated with adaptation. Genes with highly conserved functions dominated among the shared candidates and were enriched in gene ontology terms that have shown to play a central role in drought avoidance and tolerance mechanisms by means of cellular shape modifications and other functions associated with cell homeostasis. Our results point to the existence of a molecular basis of adaptation to abiotic stress in Medicago determined by highly conserved genes and gene functions. We discuss these results in light of the recently proposed omnigenic model of complex traits.
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Affiliation(s)
- José Luis Blanco-Pastor
- Department of Biological and Environmental Sciences, University of Gothenburg, Göteborg, Sweden.,INRAE, Centre Nouvelle-Aquitaine-Poitiers, UR4 (URP3F), Lusignan, France
| | - Isabel M Liberal
- Department of Biological and Environmental Sciences, University of Gothenburg, Göteborg, Sweden.,Real Jardín Botánico de Madrid (RJB-CSIC), Madrid, Spain
| | - Muhammet Sakiroglu
- Department of Bioengineering, Adana Alparslan Turkes Science and Technology University, Adana, Turkey
| | - Yanling Wei
- Plant Breeding Center, Department of Plant Sciences, University of California, Davis, Davis, CA, USA
| | - E Charles Brummer
- Plant Breeding Center, Department of Plant Sciences, University of California, Davis, Davis, CA, USA
| | - Rose L Andrew
- School of Environmental and Rural Science, University of New England, Armidale, NSW, Australia
| | - Bernard E Pfeil
- Department of Biological and Environmental Sciences, University of Gothenburg, Göteborg, Sweden
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12
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Zheng Y, Zhang Z, Wan Y, Tian J, Xie W. Development of EST-SSR Markers Linked to Flowering Candidate Genes in Elymus sibiricus L. Based on RNA Sequencing. PLANTS 2020; 9:plants9101371. [PMID: 33076513 PMCID: PMC7650638 DOI: 10.3390/plants9101371] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Revised: 10/05/2020] [Accepted: 10/14/2020] [Indexed: 01/08/2023]
Abstract
Elymus sibiricus L. is an important cold-season grass with excellent cold and drought tolerance, good palatability, and nutrition. Flowering time is a key trait that affects forage and seed yield. Development of EST-SSR (expressed sequence tag simple sequence repeat) markers based on flowering genes contributes to the improvement of flowering traits. In the study, we detected 155 candidate genes related to flowering traits from 10,591 unigenes via transcriptome sequencing in early- and late-flowering genotypes. These candidate genes were mainly involved in the photoperiodic pathway, vernalization pathway, central integrator, and gibberellin pathway. A total of 125 candidate gene-based EST-SSRs were developed. Further, 15 polymorphic EST-SSRs closely associated to 13 candidate genes were used for genetic diversity and population structure analysis among 20 E. sibiricus accessions, including two contrasting panels (early-flowering and late-flowering). Among them, primer 28366, designed from heading date 3a (HD3a), effectively distinguished early- and late-flowering genotypes using a specifically amplified band of 175 bp. The polymorphic information content (PIC) value ranged from 0.12 to 0.48, with an average of 0.25. The unweighted pair group method analysis (UPGMA) cluster and structure analysis showed that the 20 E. sibiricus genotypes with similar flowering times tended to group together. These newly developed EST-SSR markers have the potential to be used for molecular markers assisted selection and germplasm evaluation of flowering traits in E. sibiricus.
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13
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Boyrie L, Moreau C, Frugier F, Jacquet C, Bonhomme M. A linkage disequilibrium-based statistical test for Genome-Wide Epistatic Selection Scans in structured populations. Heredity (Edinb) 2020; 126:77-91. [PMID: 32728044 DOI: 10.1038/s41437-020-0349-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 07/21/2020] [Accepted: 07/21/2020] [Indexed: 01/16/2023] Open
Abstract
The quest for signatures of selection using single nucleotide polymorphism (SNP) data has proven efficient to uncover genes involved in conserved and/or adaptive molecular functions, but none of the statistical methods were designed to identify interacting alleles as targets of selective processes. Here, we propose a statistical test aimed at detecting epistatic selection, based on a linkage disequilibrium (LD) measure accounting for population structure and heterogeneous relatedness between individuals. SNP-based ([Formula: see text]) and window-based ([Formula: see text]) statistics fit a Student distribution, allowing to test the significance of correlation coefficients. As a proof of concept, we use SNP data from the Medicago truncatula symbiotic legume plant and uncover a previously unknown gene coadaptation between the MtSUNN (Super Numeric Nodule) receptor and the MtCLE02 (CLAVATA3-Like) signaling peptide. We also provide experimental evidence supporting a MtSUNN-dependent negative role of MtCLE02 in symbiotic root nodulation. Using human HGDP-CEPH SNP data, our new statistical test uncovers strong LD between SLC24A5 (skin pigmentation) and EDAR (hairs, teeth, sweat glands development) world-wide, which persists after correction for population structure and relatedness in Central South Asian populations. This result suggests that epistatic selection or coselection could have contributed to the phenotypic make-up in some human populations. Applying this approach to genome-wide SNP data will facilitate the identification of coadapted gene networks in model or non-model organisms.
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Affiliation(s)
- Léa Boyrie
- Laboratoire de Recherche en Sciences Végétales (LRSV), Université de Toulouse, Centre National de la Recherche Scientifique (CNRS), Université Paul Sabatier (UPS), Castanet-Tolosan, France
| | - Corentin Moreau
- Institute of Plant Sciences-Paris Saclay (IPS2), Centre National de la Recherche Scientifique, Univ Paris-Sud, Univ Paris-Diderot, Univ d'Evry, Institut National de la Recherche Agronomique, Université Paris-Saclay, 91192, Gif-sur-Yvette, France
| | - Florian Frugier
- Institute of Plant Sciences-Paris Saclay (IPS2), Centre National de la Recherche Scientifique, Univ Paris-Sud, Univ Paris-Diderot, Univ d'Evry, Institut National de la Recherche Agronomique, Université Paris-Saclay, 91192, Gif-sur-Yvette, France
| | - Christophe Jacquet
- Laboratoire de Recherche en Sciences Végétales (LRSV), Université de Toulouse, Centre National de la Recherche Scientifique (CNRS), Université Paul Sabatier (UPS), Castanet-Tolosan, France
| | - Maxime Bonhomme
- Laboratoire de Recherche en Sciences Végétales (LRSV), Université de Toulouse, Centre National de la Recherche Scientifique (CNRS), Université Paul Sabatier (UPS), Castanet-Tolosan, France.
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14
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Renzi JP, Duchoslav M, Brus J, Hradilová I, Pechanec V, Václavek T, Machalová J, Hron K, Verdier J, Smýkal P. Physical Dormancy Release in Medicago truncatula Seeds Is Related to Environmental Variations. PLANTS (BASEL, SWITZERLAND) 2020; 9:E503. [PMID: 32295289 PMCID: PMC7238229 DOI: 10.3390/plants9040503] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 04/13/2020] [Accepted: 04/13/2020] [Indexed: 12/26/2022]
Abstract
Seed dormancy and timing of its release is an important developmental transition determining the survival of individuals, populations, and species in variable environments. Medicago truncatula was used as a model to study physical seed dormancy at the ecological and genetics level. The effect of alternating temperatures, as one of the causes releasing physical seed dormancy, was tested in 178 M. truncatula accessions over three years. Several coefficients of dormancy release were related to environmental variables. Dormancy varied greatly (4-100%) across accessions as well as year of experiment. We observed overall higher physical dormancy release under more alternating temperatures (35/15 °C) in comparison with less alternating ones (25/15 °C). Accessions from more arid climates released dormancy under higher experimental temperature alternations more than accessions originating from less arid environments. The plasticity of physical dormancy can probably distribute the germination through the year and act as a bet-hedging strategy in arid environments. On the other hand, a slight increase in physical dormancy was observed in accessions from environments with higher among-season temperature variation. Genome-wide association analysis identified 136 candidate genes related to secondary metabolite synthesis, hormone regulation, and modification of the cell wall. The activity of these genes might mediate seed coat permeability and, ultimately, imbibition and germination.
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Affiliation(s)
- Juan Pablo Renzi
- Instituto Nacional de Tecnología Agropecuaria, Hilario Ascasubi 8142, Argentina;
| | - Martin Duchoslav
- Department of Botany, Palacký University, Šlechtitelů 27, 783 71 Olomouc, Czech Republic; (M.D.); (I.H.)
| | - Jan Brus
- Department of Geoinformatics, Palacký University, 17. listopadu 50, 771 46 Olomouc, Czech Republic; (J.B.); (V.P.)
| | - Iveta Hradilová
- Department of Botany, Palacký University, Šlechtitelů 27, 783 71 Olomouc, Czech Republic; (M.D.); (I.H.)
| | - Vilém Pechanec
- Department of Geoinformatics, Palacký University, 17. listopadu 50, 771 46 Olomouc, Czech Republic; (J.B.); (V.P.)
| | - Tadeáš Václavek
- Department of Mathematical Analysis and Applications of Mathematics, Palacký University, 17. listopadu 12, 771 46 Olomouc, Czech Republic; (T.V.); (J.M.); (K.H.)
| | - Jitka Machalová
- Department of Mathematical Analysis and Applications of Mathematics, Palacký University, 17. listopadu 12, 771 46 Olomouc, Czech Republic; (T.V.); (J.M.); (K.H.)
| | - Karel Hron
- Department of Mathematical Analysis and Applications of Mathematics, Palacký University, 17. listopadu 12, 771 46 Olomouc, Czech Republic; (T.V.); (J.M.); (K.H.)
| | - Jerome Verdier
- UMR 1345 Institut de Recherche en Horticulture et Semences, Agrocampus Ouest, INRA, Université d’Angers, SFR 4207 QUASAV, 49070 Beaucouzé, France;
| | - Petr Smýkal
- Department of Botany, Palacký University, Šlechtitelů 27, 783 71 Olomouc, Czech Republic; (M.D.); (I.H.)
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15
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Li Y, Li D, Jiao Y, Schnable JC, Li Y, Li H, Chen H, Hong H, Zhang T, Liu B, Liu Z, You Q, Tian Y, Guo Y, Guan R, Zhang L, Chang R, Zhang Z, Reif J, Zhou X, Schnable PS, Qiu L. Identification of loci controlling adaptation in Chinese soya bean landraces via a combination of conventional and bioclimatic GWAS. PLANT BIOTECHNOLOGY JOURNAL 2020; 18:389-401. [PMID: 31278885 PMCID: PMC6953199 DOI: 10.1111/pbi.13206] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2019] [Revised: 06/24/2019] [Accepted: 07/02/2019] [Indexed: 05/22/2023]
Abstract
Landraces often contain genetic diversity that has been lost in modern cultivars, including alleles that confer enhanced local adaptation. To comprehensively identify loci associated with adaptive traits in soya bean landraces, for example flowering time, a population of 1938 diverse landraces and 97 accessions of the wild progenitor of cultivated soya bean, Glycine soja was genotyped using tGBS® . Based on 99 085 high-quality SNPs, landraces were classified into three sub-populations which exhibit geographical genetic differentiation. Clustering was inferred from STRUCTURE, principal component analyses and neighbour-joining tree analyses. Using phenotypic data collected at two locations separated by 10 degrees of latitude, 17 trait-associated SNPs (TASs) for flowering time were identified, including a stable locus Chr12:5914898 and previously undetected candidate QTL/genes for flowering time in the vicinity of the previously cloned flowering genes, E1 and E2. Using passport data associated with the collection sites of the landraces, 27 SNPs associated with adaptation to three bioclimatic variables (temperature, daylength, and precipitation) were identified. A series of candidate flowering genes were detected within linkage disequilibrium (LD) blocks surrounding 12 bioclimatic TASs. Nine of these TASs exhibit significant differences in flowering time between alleles within one or more of the three individual sub-populations. Signals of selection during domestication and/or subsequent landrace diversification and adaptation were detected at 38 of the 44 flowering and bioclimatic TASs. Hence, this study lays the groundwork to begin breeding for novel environments predicted to arise following global climate change.
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Affiliation(s)
- Ying‐hui Li
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Lab of Germplasm Utilization (MOA)Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Delin Li
- Data Biotech (Beijing) Co., Ltd.BeijingChina
- Department of Plant Genetics and BreedingChina Agricultural UniversityBeijingChina
| | - Yong‐qing Jiao
- Key Laboratory of Oil Crop Biology (MOA)Oil Crops Research Institute of Chinese Academy of Agriculture SciencesWuhanChina
| | - James C. Schnable
- Data Biotech (Beijing) Co., Ltd.BeijingChina
- Departmentof Agronomy and HorticultureUniversity of Nebraska‐LincolnLincolnNEUSA
- Data2Bio LLCAmesIAUSA
| | - Yan‐fei Li
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Lab of Germplasm Utilization (MOA)Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Hui‐hui Li
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Lab of Germplasm Utilization (MOA)Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Huai‐zhu Chen
- Guangxi Academy of Agricultural SciencesNanningChina
| | - Hui‐long Hong
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Lab of Germplasm Utilization (MOA)Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Ting Zhang
- Data Biotech (Beijing) Co., Ltd.BeijingChina
| | - Bin Liu
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Lab of Germplasm Utilization (MOA)Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Zhang‐xiong Liu
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Lab of Germplasm Utilization (MOA)Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Qing‐bo You
- Key Laboratory of Oil Crop Biology (MOA)Oil Crops Research Institute of Chinese Academy of Agriculture SciencesWuhanChina
| | - Yu Tian
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Lab of Germplasm Utilization (MOA)Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Yong Guo
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Lab of Germplasm Utilization (MOA)Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Rong‐xia Guan
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Lab of Germplasm Utilization (MOA)Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Li‐juan Zhang
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Lab of Germplasm Utilization (MOA)Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Ru‐zhen Chang
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Lab of Germplasm Utilization (MOA)Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
| | - Zhiwu Zhang
- Department of Crop and Soil SciencesWashington State UniversityPullmanWAUSA
| | - Jochen Reif
- Department of Breeding ResearchLeibniz Institute of Plant Genetics and Crop Plant Research (IPK)GaterslebenGermany
| | - Xin‐an Zhou
- Key Laboratory of Oil Crop Biology (MOA)Oil Crops Research Institute of Chinese Academy of Agriculture SciencesWuhanChina
| | - Patrick S. Schnable
- Data Biotech (Beijing) Co., Ltd.BeijingChina
- Department of Plant Genetics and BreedingChina Agricultural UniversityBeijingChina
- Data2Bio LLCAmesIAUSA
- Department of AgronomyIowa State UniversityAmesIAUSA
| | - Li‐juan Qiu
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Lab of Germplasm Utilization (MOA)Institute of Crop SciencesChinese Academy of Agricultural SciencesBeijingChina
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16
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Marshall MM, Remington DL, Lacey EP. Two reproductive traits show contrasting genetic architectures in Plantago lanceolata. Mol Ecol 2019; 29:272-291. [PMID: 31793079 DOI: 10.1111/mec.15320] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Revised: 11/25/2019] [Accepted: 11/28/2019] [Indexed: 12/25/2022]
Abstract
In many species, temperature-sensitive phenotypic plasticity (i.e., an individual's phenotypic response to temperature) displays a positive correlation with latitude, a pattern presumed to reflect local adaptation. This geographical pattern raises two general questions: (a) Do a few large-effect genes contribute to latitudinal variation in a trait? (b) Is the thermal plasticity of different traits regulated pleiotropically? To address the questions, we crossed individuals of Plantago lanceolata derived from northern and southern European populations. Individuals naturally exhibited high and low thermal plasticity in floral reflectance and flowering time. We grew parents and offspring in controlled cool- and warm-temperature environments, mimicking what plants would encounter in nature. We obtained genetic markers via genotype-by-sequencing, produced the first recombination map for this ecologically important nonmodel species, and performed quantitative trait locus (QTL) mapping of thermal plasticity and single-environment values for both traits. We identified a large-effect QTL that largely explained the reflectance plasticity differences between northern and southern populations. We identified multiple smaller-effect QTLs affecting aspects of flowering time, one of which affected flowering time plasticity. The results indicate that the genetic architecture of thermal plasticity in flowering is more complex than for reflectance. One flowering time QTL showed strong cytonuclear interactions under cool temperatures. Reflectance and flowering plasticity QTLs did not colocalize, suggesting little pleiotropic genetic control and freedom for independent trait evolution. Such genetic information about the architecture of plasticity is environmentally important because it informs us about the potential for plasticity to offset negative effects of climate change.
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Affiliation(s)
- Matthew M Marshall
- Department of Biology, University of North Carolina at Greensboro, Greensboro, NC, USA
| | - David L Remington
- Department of Biology, University of North Carolina at Greensboro, Greensboro, NC, USA
| | - Elizabeth P Lacey
- Department of Biology, University of North Carolina at Greensboro, Greensboro, NC, USA
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17
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Seefeldt L, Ebert D. Temperature- versus precipitation-limitation shape local temperature tolerance in a Holarctic freshwater crustacean. Proc Biol Sci 2019; 286:20190929. [PMID: 31337313 PMCID: PMC6661336 DOI: 10.1098/rspb.2019.0929] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Species with wide geographical distributions are often adapted locally to the prevailing temperatures. To understand how they respond to ongoing climatic change, we must appreciate the interplay between temperature, seasonality and the organism's life cycle. The temperature experienced by many organisms results from an often-overlooked combination of climate and phenology. Summer-active (high latitude) populations are expected to adapt to local summer temperatures, but this is not expected for populations that outlive the summer in their dormant stage (low latitude, precipitation-limited). We recorded reproduction and survival in genotypes from 123 Holarctic populations of Daphnia magna during a multi-generation thermal ramp experiment. Genotypes from summer-active populations showed a positive relationship between heat tolerance and local summer temperature, whereas winter-active populations did not. These findings are consistent with the hypothesis that D. magna adapts to the local temperatures the animals experience during their planktonic phase. We conclude that predicting local temperature adaptation, in particular in the light of climate change, needs to consider the phenology of geographically wide-ranging species.
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Affiliation(s)
- Leonie Seefeldt
- Department of Environmental Sciences, Zoology, University of Basel, Vesalgasse 1, 4051 Basel, Switzerland
| | - Dieter Ebert
- Department of Environmental Sciences, Zoology, University of Basel, Vesalgasse 1, 4051 Basel, Switzerland
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18
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Bonhomme M, Fariello MI, Navier H, Hajri A, Badis Y, Miteul H, Samac DA, Dumas B, Baranger A, Jacquet C, Pilet-Nayel ML. A local score approach improves GWAS resolution and detects minor QTL: application to Medicago truncatula quantitative disease resistance to multiple Aphanomyces euteiches isolates. Heredity (Edinb) 2019; 123:517-531. [PMID: 31138867 DOI: 10.1038/s41437-019-0235-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 04/19/2019] [Accepted: 05/08/2019] [Indexed: 12/31/2022] Open
Abstract
Quantitative trait loci (QTL) with small effects, which are pervasive in quantitative phenotypic variation, are difficult to detect in genome-wide association studies (GWAS). To improve their detection, we propose to use a local score approach that accounts for the surrounding signal due to linkage disequilibrium, by accumulating association signals from contiguous single markers. Simulations revealed that, in a GWAS context with high marker density, the local score approach outperforms single SNP p-value-based tests for detecting minor QTL (heritability of 5-10%) and is competitive with regard to alternative methods, which also aggregate p-values. Using more than five million SNPs, this approach was applied to identify loci involved in Quantitative Disease Resistance (QDR) to different isolates of the plant root rot pathogen Aphanomyces euteiches, from a GWAS performed on a collection of 174 accessions of the model legume Medicago truncatula. We refined the position of a previously reported major locus, underlying MYB/NB-ARC/tyrosine kinase candidate genes conferring resistance to two closely related A. euteiches isolates belonging to pea pathotype I. We also discovered a diversity of minor resistance QTL, not detected using p-value-based tests, some of which being putatively shared in response to pea (pathotype I and III) and/or alfalfa (race 1 and 2) isolates. Candidate genes underlying these QTL suggest pathogen effector recognition and plant proteasome as key functions associated with M. truncatula resistance to A. euteiches. GWAS on any organism can benefit from the local score approach to uncover many weak-effect QTL.
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Affiliation(s)
- Maxime Bonhomme
- Laboratoire de Recherche en Sciences Végétales, Université de Toulouse, Centre National de la Recherche Scientifique (CNRS), Université Paul Sabatier (UPS), Castanet Tolosan, France.
| | - Maria Inés Fariello
- Universidad de la República, UdelaR, Facultad de Ingeniería, IMERL, Montevideo, Uruguay
| | - Hélène Navier
- IGEPP, INRA, Agrocampus Ouest, Université de Rennes 1, F-35650, Le Rheu, France
| | - Ahmed Hajri
- IGEPP, INRA, Agrocampus Ouest, Université de Rennes 1, F-35650, Le Rheu, France
| | - Yacine Badis
- Laboratoire de Recherche en Sciences Végétales, Université de Toulouse, Centre National de la Recherche Scientifique (CNRS), Université Paul Sabatier (UPS), Castanet Tolosan, France
| | - Henri Miteul
- IGEPP, INRA, Agrocampus Ouest, Université de Rennes 1, F-35650, Le Rheu, France
| | | | - Bernard Dumas
- Laboratoire de Recherche en Sciences Végétales, Université de Toulouse, Centre National de la Recherche Scientifique (CNRS), Université Paul Sabatier (UPS), Castanet Tolosan, France
| | - Alain Baranger
- IGEPP, INRA, Agrocampus Ouest, Université de Rennes 1, F-35650, Le Rheu, France
| | - Christophe Jacquet
- Laboratoire de Recherche en Sciences Végétales, Université de Toulouse, Centre National de la Recherche Scientifique (CNRS), Université Paul Sabatier (UPS), Castanet Tolosan, France
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19
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Helliwell EE, Faber‐Hammond J, Lopez ZC, Garoutte A, Wettberg E, Friesen ML, Porter SS. Rapid establishment of a flowering cline in
Medicago polymorpha
after invasion of North America. Mol Ecol 2018; 27:4758-4774. [DOI: 10.1111/mec.14898] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Revised: 10/01/2018] [Accepted: 10/03/2018] [Indexed: 12/11/2022]
Affiliation(s)
- Emily E. Helliwell
- School of Biological Sciences Washington State University Vancouver Washington
| | | | - Zoie C. Lopez
- School of Biological Sciences Washington State University Vancouver Washington
| | - Aaron Garoutte
- Department of Plant Biology Michigan State University East Lansing Michigan
| | - Eric Wettberg
- Department of Plant and Soil Science The University of Vermont Burlington Vermont
| | - Maren L. Friesen
- Department of Plant Biology Michigan State University East Lansing Michigan
- Department of Plant Pathology Washington State University Pullman Washington
- Department of Crop and Soil Sciences Washington State University Pullman Washington
| | - Stephanie S. Porter
- School of Biological Sciences Washington State University Vancouver Washington
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20
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Tabas-Madrid D, Méndez-Vigo B, Arteaga N, Marcer A, Pascual-Montano A, Weigel D, Xavier Picó F, Alonso-Blanco C. Genome-wide signatures of flowering adaptation to climate temperature: Regional analyses in a highly diverse native range of Arabidopsis thaliana. PLANT, CELL & ENVIRONMENT 2018; 41:1806-1820. [PMID: 29520809 DOI: 10.1111/pce.13189] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 03/02/2018] [Accepted: 03/02/2018] [Indexed: 05/25/2023]
Abstract
Current global change is fueling an interest to understand the genetic and molecular mechanisms of plant adaptation to climate. In particular, altered flowering time is a common strategy for escape from unfavourable climate temperature. In order to determine the genomic bases underlying flowering time adaptation to this climatic factor, we have systematically analysed a collection of 174 highly diverse Arabidopsis thaliana accessions from the Iberian Peninsula. Analyses of 1.88 million single nucleotide polymorphisms provide evidence for a spatially heterogeneous contribution of demographic and adaptive processes to geographic patterns of genetic variation. Mountains appear to be allele dispersal barriers, whereas the relationship between flowering time and temperature depended on the precise temperature range. Environmental genome-wide associations supported an overall genome adaptation to temperature, with 9.4% of the genes showing significant associations. Furthermore, phenotypic genome-wide associations provided a catalogue of candidate genes underlying flowering time variation. Finally, comparison of environmental and phenotypic genome-wide associations identified known (Twin Sister of FT, FRIGIDA-like 1, and Casein Kinase II Beta chain 1) and new (Epithiospecifer Modifier 1 and Voltage-Dependent Anion Channel 5) genes as candidates for adaptation to climate temperature by altered flowering time. Thus, this regional collection provides an excellent resource to address the spatial complexity of climate adaptation in annual plants.
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Affiliation(s)
- Daniel Tabas-Madrid
- Departamento de Genética Molecular de Plantas, Centro Nacional de Biotecnología (CNB), Consejo Superior de Investigaciones Científicas (CSIC), 28049, Madrid, Spain
| | - Belén Méndez-Vigo
- Departamento de Genética Molecular de Plantas, Centro Nacional de Biotecnología (CNB), Consejo Superior de Investigaciones Científicas (CSIC), 28049, Madrid, Spain
| | - Noelia Arteaga
- Departamento de Genética Molecular de Plantas, Centro Nacional de Biotecnología (CNB), Consejo Superior de Investigaciones Científicas (CSIC), 28049, Madrid, Spain
| | - Arnald Marcer
- CREAF, 08193, Cerdanyola del Vallès, Spain
- Universitat Autònoma de Barcelona, 08193, Cerdanyola del Vallès, Spain
| | - Alberto Pascual-Montano
- Departamento de Genética Molecular de Plantas, Centro Nacional de Biotecnología (CNB), Consejo Superior de Investigaciones Científicas (CSIC), 28049, Madrid, Spain
| | - Detlef Weigel
- Max Planck Institute for Developmental Biology, Max-Planck-Ring 5, 72076, Tübingen, Germany
| | - F Xavier Picó
- Departamento de Ecología Integrativa, Estación Biológica de Doñana (EBD), Consejo Superior de Investigaciones Científicas (CSIC), 41092, Sevilla, Spain
| | - Carlos Alonso-Blanco
- Departamento de Genética Molecular de Plantas, Centro Nacional de Biotecnología (CNB), Consejo Superior de Investigaciones Científicas (CSIC), 28049, Madrid, Spain
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21
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Functional Genomics and Flowering Time in Medicago truncatula: An Overview. METHODS IN MOLECULAR BIOLOGY (CLIFTON, N.J.) 2018; 1822:261-271. [PMID: 30043309 DOI: 10.1007/978-1-4939-8633-0_17] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Flowering time is an important trait that influences adaptation and yield in many crop legumes. Both the inherent earliness of flowering and the degree to which it is responsive to environmental factors determine both the eco-geographic range across which crops can be successfully grown and the seasonal cycles most suitable for production. This chapter will provide a brief review of studies investigating the genetic control of flowering time in Medicago truncatula.
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22
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Guerrero J, Andrello M, Burgarella C, Manel S. Soil environment is a key driver of adaptation in Medicago truncatula: new insights from landscape genomics. THE NEW PHYTOLOGIST 2018; 219:378-390. [PMID: 29696659 DOI: 10.1111/nph.15171] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Accepted: 03/14/2018] [Indexed: 05/22/2023]
Abstract
Spatial differences in environmental selective pressures interact with the genomes of organisms, ultimately leading to local adaptation. Landscape genomics is an emergent research area that uncovers genome-environment associations, thus allowing researchers to identify candidate loci for adaptation to specific environmental variables. In the present study, we used latent factor mixed models (LFMMs) and Moran spectral outlier detection/randomization (MSOD-MSR) to identify candidate loci for adaptation to 10 environmental variables (climatic, soil and atmospheric) among 43 515 single nucleotide polymorphisms (SNPs) from 202 accessions of the model legume Medicago truncatula. Soil variables were associated with a large number of candidate loci identified through both LFMMs and MSOD-MSR. Genes tagged by candidate loci associated with drought and salinity are involved in the response to biotic and abiotic stresses, while those tagged by candidates associated with soil nitrogen and atmospheric nitrogen, participate in the legume-rhizobia symbiosis. Candidate SNPs identified through both LFMMs and MSOD-MSR explained up to 56% of variance in flowering traits. Our findings highlight the importance of soil in driving adaptation in the system and elucidate the basis of evolutionary potential of M. truncatula to respond to global climate change and anthropogenic disruption of the nitrogen cycle.
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Affiliation(s)
- Jimena Guerrero
- CEFE-CNRS, Centre D'Ecologie Fonctionelle et Evolutive, Route de Mende, 34090, Montpellier, France
| | - Marco Andrello
- CEFE-CNRS, Centre D'Ecologie Fonctionelle et Evolutive, Route de Mende, 34090, Montpellier, France
| | - Concetta Burgarella
- UMR DIADE Institut de Recherche pour le Developpement (IRD), Centre de Montpellier, BP 64501, Montpellier Cedex 5, France
- UMR AGAP Centre de Coopération International en Recherche Agronomique pour le Développement (CIRAD), Avenue Agropolis, 34398, Montpellier, France
| | - Stephanie Manel
- CEFE-CNRS, Centre D'Ecologie Fonctionelle et Evolutive, Route de Mende, 34090, Montpellier, France
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23
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Garmier M, Gentzbittel L, Wen J, Mysore KS, Ratet P. Medicago truncatula: Genetic and Genomic Resources. ACTA ACUST UNITED AC 2017; 2:318-349. [PMID: 33383982 DOI: 10.1002/cppb.20058] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Medicago truncatula was chosen by the legume community, along with Lotus japonicus, as a model plant to study legume biology. Since then, numerous resources and tools have been developed for M. truncatula. These include, for example, its genome sequence, core ecotype collections, transformation/regeneration methods, extensive mutant collections, and a gene expression atlas. This review aims to describe the different genetic and genomic tools and resources currently available for M. truncatula. We also describe how these resources were generated and provide all the information necessary to access these resources and use them from a practical point of view. © 2017 by John Wiley & Sons, Inc.
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Affiliation(s)
- Marie Garmier
- Institute of Plant Sciences Paris-Saclay, Centre National de la Recherche Scientifique, Institut National de Recherche Agronomique, Université Paris-Sud, Université Evry, Université Paris-Saclay, Orsay, France.,Institute of Plant Sciences Paris-Saclay, Université Paris Diderot, Université Sorbonne Paris-Cité, Orsay, France
| | - Laurent Gentzbittel
- EcoLab, Université de Toulouse, Centre National de la Recherche Scientifique, Institut National Polytechnique de Toulouse, Université Paul Sabatier, Castanet-Tolosan, France
| | | | | | - Pascal Ratet
- Institute of Plant Sciences Paris-Saclay, Centre National de la Recherche Scientifique, Institut National de Recherche Agronomique, Université Paris-Sud, Université Evry, Université Paris-Saclay, Orsay, France.,Institute of Plant Sciences Paris-Saclay, Université Paris Diderot, Université Sorbonne Paris-Cité, Orsay, France
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24
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Campos-Rivero G, Osorio-Montalvo P, Sánchez-Borges R, Us-Camas R, Duarte-Aké F, De-la-Peña C. Plant hormone signaling in flowering: An epigenetic point of view. JOURNAL OF PLANT PHYSIOLOGY 2017; 214:16-27. [PMID: 28419906 DOI: 10.1016/j.jplph.2017.03.018] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2016] [Revised: 03/06/2017] [Accepted: 03/29/2017] [Indexed: 05/19/2023]
Abstract
Reproduction is one of the most important phases in an organism's lifecycle. In the case of angiosperm plants, flowering provides the major developmental transition from the vegetative to the reproductive stage, and requires genetic and epigenetic reprogramming to ensure the success of seed production. Flowering is regulated by a complex network of genes that integrate multiple environmental cues and endogenous signals so that flowering occurs at the right time; hormone regulation, signaling and homeostasis are very important in this process. Working alone or in combination, hormones are able to promote flowering by epigenetic regulation. Some plant hormones, such as gibberellins, jasmonic acid, abscisic acid and auxins, have important effects on chromatin compaction mediated by DNA methylation and histone posttranslational modifications, which hints at the role that epigenetic regulation may play in flowering through hormone action. miRNAs have been viewed as acting independently from DNA methylation and histone modification, ignoring their potential to interact with hormone signaling - including the signaling of auxins, gibberellins, ethylene, jasmonic acid, salicylic acid and others - to regulate flowering. Therefore, in this review we examine new findings about interactions between epigenetic mechanisms and key players in hormone signaling to coordinate flowering.
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Affiliation(s)
| | | | | | - Rosa Us-Camas
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, Mexico.
| | - Fátima Duarte-Aké
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, Mexico.
| | - Clelia De-la-Peña
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, Mexico.
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