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Doan PPT, Vuong HH, Kim J. Genetic Foundation of Leaf Senescence: Insights from Natural and Cultivated Plant Diversity. PLANTS (BASEL, SWITZERLAND) 2024; 13:3405. [PMID: 39683197 DOI: 10.3390/plants13233405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 11/25/2024] [Accepted: 12/02/2024] [Indexed: 12/18/2024]
Abstract
Leaf senescence, the final stage of leaf development, is crucial for plant fitness as it enhances nutrient reutilization, supporting reproductive success and overall plant adaptation. Understanding its molecular and genetic regulation is essential to improve crop resilience and productivity, particularly in the face of global climate change. This review explores the significant contributions of natural genetic diversity to our understanding of leaf senescence, focusing on insights from model plants and major crops. We discuss the physiological and adaptive significance of senescence in plant development, environmental adaptation, and agricultural productivity. The review emphasizes the importance of natural genetic variation, including studies on natural accessions, landraces, cultivars, and artificial recombinant lines to unravel the genetic basis of senescence. Various approaches, from quantitative trait loci mapping to genome-wide association analysis and in planta functional analysis, have advanced our knowledge of senescence regulation. Current studies focusing on key regulatory genes and pathways underlying natural senescence, identified from natural or recombinant accession and cultivar populations, are highlighted. We also address the adaptive implications of abiotic and biotic stress factors triggering senescence and the genetic mechanisms underlying these responses. Finally, we discuss the challenges in translating these genetic insights into crop improvement. We propose future research directions, such as expanding studies on under-researched crops, investigating multiple stress combinations, and utilizing advanced technologies, including multiomics and gene editing, to harness natural genetic diversity for crop resilience.
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Affiliation(s)
- Phan Phuong Thao Doan
- Interdisciplinary Graduate Program in Advanced Convergence Technology & Science, Jeju National University, Jeju 63243, Republic of Korea
| | - Hue Huong Vuong
- Interdisciplinary Graduate Program in Advanced Convergence Technology & Science, Jeju National University, Jeju 63243, Republic of Korea
| | - Jeongsik Kim
- Interdisciplinary Graduate Program in Advanced Convergence Technology & Science, Jeju National University, Jeju 63243, Republic of Korea
- Subtropical Horticulture Research Institute, Jeju National University, Jeju 63243, Republic of Korea
- Faculty of Science Education, Jeju National University, Jeju 63243, Republic of Korea
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2
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Fichtner F, Humphreys JL, Barbier FF, Feil R, Westhoff P, Moseler A, Lunn JE, Smith SM, Beveridge CA. Strigolactone signalling inhibits trehalose 6-phosphate signalling independently of BRC1 to suppress shoot branching. THE NEW PHYTOLOGIST 2024; 244:900-913. [PMID: 39187924 DOI: 10.1111/nph.20072] [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: 04/10/2024] [Accepted: 08/03/2024] [Indexed: 08/28/2024]
Abstract
The phytohormone strigolactone (SL) inhibits shoot branching, whereas the signalling metabolite trehalose 6-phosphate (Tre6P) promotes branching. How Tre6P and SL signalling may interact and which molecular mechanisms might be involved remains largely unknown. Transcript profiling of Arabidopsis SL mutants revealed a cluster of differentially expressed genes highly enriched in the Tre6P pathway compared with wild-type (WT) plants or brc1 mutants. Tre6P-related genes were also differentially expressed in axillary buds of garden pea (Pisum sativum) SL mutants. Tre6P levels were elevated in the SL signalling mutant more axillary (max) growth 2 compared with other SL mutants or WT plants indicating a role of MAX2-dependent SL signalling in regulating Tre6P levels. A transgenic approach to increase Tre6P levels demonstrated that all SL mutant lines and brc1 flowered earlier, showing all of these mutants were responsive to Tre6P. Elevated Tre6P led to increased branching in WT plants but not in max2 and max4 mutants, indicating some dependency between the SL pathway and Tre6P regulation of shoot branching. By contrast, elevated Tre6P led to an enhanced branching phenotype in brc1 mutants indicating independence between BRC1 and Tre6P. A model is proposed whereby SL signalling represses branching via Tre6P and independently of the BRC1 pathway.
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Affiliation(s)
- Franziska Fichtner
- School of Agriculture and Food Sustainability, The University of Queensland, St Lucia, QLD, 4072, Australia
- ARC Centre for Plant Success in Nature and Agriculture, The University of Queensland, St Lucia, QLD, 4072, Australia
- Faculty of Mathematics and Natural Sciences, Institute of Plant Biochemistry, Heinrich Heine University Düsseldorf, Düsseldorf, 40225, Germany
- Cluster of Excellence in Plant Science (CEPLAS), Heinrich Heine University, Düsseldorf, 40225, Germany
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Jazmine L Humphreys
- ARC Centre for Plant Success in Nature and Agriculture, School of Natural Sciences, University of Tasmania, Hobart, TAS, 7001, Australia
| | - Francois F Barbier
- School of Agriculture and Food Sustainability, The University of Queensland, St Lucia, QLD, 4072, Australia
- ARC Centre for Plant Success in Nature and Agriculture, The University of Queensland, St Lucia, QLD, 4072, Australia
- Institute for Plant Sciences of Montpellier, University of Montpellier, CNRS, INRAe, Institut Agro, Montpellier, 34060, France
| | - Regina Feil
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Philipp Westhoff
- Cluster of Excellence in Plant Science (CEPLAS), Heinrich Heine University, Düsseldorf, 40225, Germany
| | - Anna Moseler
- INRES-Chemical Signalling, University of Bonn, Bonn, 53113, Germany
| | - John E Lunn
- Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Steven M Smith
- ARC Centre for Plant Success in Nature and Agriculture, School of Natural Sciences, University of Tasmania, Hobart, TAS, 7001, Australia
| | - Christine A Beveridge
- School of Agriculture and Food Sustainability, The University of Queensland, St Lucia, QLD, 4072, Australia
- ARC Centre for Plant Success in Nature and Agriculture, The University of Queensland, St Lucia, QLD, 4072, Australia
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3
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Bandyopadhyay T, Maurya J, Bentley AR, Griffiths H, Swarbreck SM, Prasad M. Identification of the mechanistic basis of nitrogen responsiveness in two contrasting Setaria italica accessions. JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:5008-5020. [PMID: 38736217 DOI: 10.1093/jxb/erae204] [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: 02/15/2024] [Accepted: 05/07/2024] [Indexed: 05/14/2024]
Abstract
Nitrogen (N) is a macronutrient limiting crop productivity with varied requirements across species and genotypes. Understanding the mechanistic basis of N responsiveness by comparing contrasting genotypes could inform the development and selection of varieties with lower N demands, or inform agronomic practices to sustain yields with lower N inputs. Given the established role of millets in ensuring climate-resilient food and nutrition security, we investigated the physiological and genetic basis of nitrogen responsiveness in foxtail millet (Setaria italica L.). We had previously identified genotypic variants linked to N responsiveness, and here we dissect the mechanistic basis of the trait by examining the physiological and molecular behaviour of N responsive (NRp-SI58) and non-responsive (NNRp-SI114) accessions at high and low N. Under high N, NRp-SI58 allocates significantly more biomass to nodes, internodes and roots, more N to developing grains, and is more effective at remobilizing flag leaf N compared with NNRp-SI114. Post-anthesis flag leaf gene expression suggests that differences in N induce much higher transcript abundance in NNRp-SI114 than NRp-SI58, a large proportion of which is potentially regulated by APETALA2 (AP2) transcription factors. Overall, the study provides novel insights into the regulation and manipulation of N responsiveness in S. italica.
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Affiliation(s)
| | - Jyoti Maurya
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi 110067, India
| | - Alison R Bentley
- NIAB, 93 Lawrence Weaver Rd, Cambridge CB3 0LE, UK
- Research School of Biology, Australian National University, Canberra, 2600, Australia
| | - Howard Griffiths
- Department of Plant Sciences, University of Cambridge, Downing Street, Cambridge CB2 3EA, UK
| | - Stéphanie M Swarbreck
- NIAB, 93 Lawrence Weaver Rd, Cambridge CB3 0LE, UK
- Department of Plant Sciences, University of Cambridge, Downing Street, Cambridge CB2 3EA, UK
| | - Manoj Prasad
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi 110067, India
- Department of Genetics, University of Delhi South Campus, Benito Juarez Marg, New Delhi 110021, India
- Department of Plant Sciences, School of Life Sciences, University of Hyderabad, Hyderabad 500046, Telangana, India
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4
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Bashyal S, Gautam CK, Müller LM. CLAVATA signaling in plant-environment interactions. PLANT PHYSIOLOGY 2024; 194:1336-1357. [PMID: 37930810 PMCID: PMC10904329 DOI: 10.1093/plphys/kiad591] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 09/15/2023] [Accepted: 09/19/2023] [Indexed: 11/08/2023]
Abstract
Plants must rapidly and dynamically adapt to changes in their environment. Upon sensing environmental signals, plants convert them into cellular signals, which elicit physiological or developmental changes that allow them to respond to various abiotic and biotic cues. Because plants can be simultaneously exposed to multiple environmental cues, signal integration between plant cells, tissues, and organs is necessary to induce specific responses. Recently, CLAVATA3/EMBRYO SURROUNDING REGION-related (CLE) peptides and their cognate CLAVATA-type receptors received increased attention for their roles in plant-environment interactions. CLE peptides are mobile signaling molecules, many of which are induced by a variety of biotic and abiotic stimuli. Secreted CLE peptides are perceived by receptor complexes on the surface of their target cells, which often include the leucine-rich repeat receptor-like kinase CLAVATA1. Receptor activation then results in cell-type and/or environment-specific responses. This review summarizes our current understanding of the diverse roles of environment-regulated CLE peptides in modulating plant responses to environmental cues. We highlight how CLE signals regulate plant physiology by fine-tuning plant-microbe interactions, nutrient homeostasis, and carbon allocation. Finally, we describe the role of CLAVATA receptors in the perception of environment-induced CLE signals and discuss how diverse CLE-CLAVATA signaling modules may integrate environmental signals with plant physiology and development.
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Affiliation(s)
- Sagar Bashyal
- Department of Biology, University of Miami, Coral Gables, FL 33146, USA
| | | | - Lena Maria Müller
- Department of Biology, University of Miami, Coral Gables, FL 33146, USA
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5
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Kreisz P, Hellens AM, Fröschel C, Krischke M, Maag D, Feil R, Wildenhain T, Draken J, Braune G, Erdelitsch L, Cecchino L, Wagner TC, Ache P, Mueller MJ, Becker D, Lunn JE, Hanson J, Beveridge CA, Fichtner F, Barbier FF, Weiste C. S 1 basic leucine zipper transcription factors shape plant architecture by controlling C/N partitioning to apical and lateral organs. Proc Natl Acad Sci U S A 2024; 121:e2313343121. [PMID: 38315839 PMCID: PMC10873608 DOI: 10.1073/pnas.2313343121] [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: 08/04/2023] [Accepted: 12/21/2023] [Indexed: 02/07/2024] Open
Abstract
Plants tightly control growth of their lateral organs, which led to the concept of apical dominance. However, outgrowth of the dormant lateral primordia is sensitive to the plant's nutritional status, resulting in an immense plasticity in plant architecture. While the impact of hormonal regulation on apical dominance is well characterized, the prime importance of sugar signaling to unleash lateral organ formation has just recently emerged. Here, we aimed to identify transcriptional regulators, which control the trade-off between growth of apical versus lateral organs. Making use of locally inducible gain-of-function as well as single and higher-order loss-of-function approaches of the sugar-responsive S1-basic-leucine-zipper (S1-bZIP) transcription factors, we disclosed their largely redundant function in establishing apical growth dominance. Consistently, comprehensive phenotypical and analytical studies of S1-bZIP mutants show a clear shift of sugar and organic nitrogen (N) allocation from apical to lateral organs, coinciding with strong lateral organ outgrowth. Tissue-specific transcriptomics reveal specific clade III SWEET sugar transporters, crucial for long-distance sugar transport to apical sinks and the glutaminase GLUTAMINE AMIDO-TRANSFERASE 1_2.1, involved in N homeostasis, as direct S1-bZIP targets, linking the architectural and metabolic mutant phenotypes to downstream gene regulation. Based on these results, we propose that S1-bZIPs control carbohydrate (C) partitioning from source leaves to apical organs and tune systemic N supply to restrict lateral organ formation by C/N depletion. Knowledge of the underlying mechanisms controlling plant C/N partitioning is of pivotal importance for breeding strategies to generate plants with desired architectural and nutritional characteristics.
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Affiliation(s)
- Philipp Kreisz
- Department of Pharmaceutical Biology, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
| | - Alicia M. Hellens
- Australian Research Council Centre of Excellence for Plant Success in Nature and Agriculture, School of Biological Sciences, The University of Queensland, Brisbane, QLD4072, Australia
- School of Biological Sciences, The University of Queensland, Brisbane, QLD4072, Australia
| | - Christian Fröschel
- Department of Pharmaceutical Biology, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
| | - Markus Krischke
- Department of Pharmaceutical Biology, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
| | - Daniel Maag
- Department of Pharmaceutical Biology, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
| | - Regina Feil
- Group System Regulation, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm14476, Germany
| | - Theresa Wildenhain
- Department of Pharmaceutical Biology, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
| | - Jan Draken
- Department of Pharmaceutical Biology, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
| | - Gabriel Braune
- Department of Pharmaceutical Biology, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
| | - Leon Erdelitsch
- Department of Pharmaceutical Biology, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
| | - Laura Cecchino
- Department of Pharmaceutical Biology, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
| | - Tobias C. Wagner
- Department of Pharmaceutical Biology, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
| | - Peter Ache
- Department of Molecular Plant Physiology and Biophysics, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
| | - Martin J. Mueller
- Department of Pharmaceutical Biology, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
| | - Dirk Becker
- Department of Molecular Plant Physiology and Biophysics, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
| | - John E. Lunn
- Group System Regulation, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm14476, Germany
| | - Johannes Hanson
- Department of Plant Physiology, Umeå Plant Science Center, Umeå University, UmeåSE-901 87, Sweden
| | - Christine A. Beveridge
- Australian Research Council Centre of Excellence for Plant Success in Nature and Agriculture, School of Biological Sciences, The University of Queensland, Brisbane, QLD4072, Australia
- School of Biological Sciences, The University of Queensland, Brisbane, QLD4072, Australia
| | - Franziska Fichtner
- Australian Research Council Centre of Excellence for Plant Success in Nature and Agriculture, School of Biological Sciences, The University of Queensland, Brisbane, QLD4072, Australia
- School of Biological Sciences, The University of Queensland, Brisbane, QLD4072, Australia
- Department of Plant Biochemistry, Institute for Plant Biochemistry, Heinrich Heine University Düsseldorf, Düsseldorf40225, Germany
| | - Francois F. Barbier
- Australian Research Council Centre of Excellence for Plant Success in Nature and Agriculture, School of Biological Sciences, The University of Queensland, Brisbane, QLD4072, Australia
- School of Biological Sciences, The University of Queensland, Brisbane, QLD4072, Australia
- Institute for Plant Sciences of Montpellier, University of Montpellier, CNRS, INRAe, Institut Agro, Montpellier34060, France
| | - Christoph Weiste
- Department of Pharmaceutical Biology, Faculty of Biology, Biocenter, Julius-von-Sachs-Institute, Julius-Maximilians-Universität Würzburg, Würzburg97082, Germany
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6
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Rahmati Ishka M, Julkowska M. Tapping into the plasticity of plant architecture for increased stress resilience. F1000Res 2023; 12:1257. [PMID: 38434638 PMCID: PMC10905174 DOI: 10.12688/f1000research.140649.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/24/2023] [Indexed: 03/05/2024] Open
Abstract
Plant architecture develops post-embryonically and emerges from a dialogue between the developmental signals and environmental cues. Length and branching of the vegetative and reproductive tissues were the focus of improvement of plant performance from the early days of plant breeding. Current breeding priorities are changing, as we need to prioritize plant productivity under increasingly challenging environmental conditions. While it has been widely recognized that plant architecture changes in response to the environment, its contribution to plant productivity in the changing climate remains to be fully explored. This review will summarize prior discoveries of genetic control of plant architecture traits and their effect on plant performance under environmental stress. We review new tools in phenotyping that will guide future discoveries of genes contributing to plant architecture, its plasticity, and its contributions to stress resilience. Subsequently, we provide a perspective into how integrating the study of new species, modern phenotyping techniques, and modeling can lead to discovering new genetic targets underlying the plasticity of plant architecture and stress resilience. Altogether, this review provides a new perspective on the plasticity of plant architecture and how it can be harnessed for increased performance under environmental stress.
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Tavares H, Readshaw A, Kania U, de Jong M, Pasam RK, McCulloch H, Ward S, Shenhav L, Forsyth E, Leyser O. Artificial selection reveals complex genetic architecture of shoot branching and its response to nitrate supply in Arabidopsis. PLoS Genet 2023; 19:e1010863. [PMID: 37616321 PMCID: PMC10482290 DOI: 10.1371/journal.pgen.1010863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Revised: 09/06/2023] [Accepted: 07/08/2023] [Indexed: 08/26/2023] Open
Abstract
Quantitative traits may be controlled by many loci, many alleles at each locus, and subject to genotype-by-environment interactions, making them difficult to map. One example of such a complex trait is shoot branching in the model plant Arabidopsis, and its plasticity in response to nitrate. Here, we use artificial selection under contrasting nitrate supplies to dissect the genetic architecture of this complex trait, where loci identified by association mapping failed to explain heritability estimates. We found a consistent response to selection for high branching, with correlated responses in other traits such as plasticity and flowering time. Genome-wide scans for selection and simulations suggest that at least tens of loci control this trait, with a distinct genetic architecture between low and high nitrate treatments. While signals of selection could be detected in the populations selected for high branching on low nitrate, there was very little overlap in the regions selected in three independent populations. Thus the regulatory network controlling shoot branching can be tuned in different ways to give similar phenotypes.
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Affiliation(s)
- Hugo Tavares
- Sainsbury Laboratory, University of Cambridge, Cambridge, United Kingdom
| | - Anne Readshaw
- Department of Biology, University of York, York, United Kingdom
| | - Urszula Kania
- Sainsbury Laboratory, University of Cambridge, Cambridge, United Kingdom
| | - Maaike de Jong
- Sainsbury Laboratory, University of Cambridge, Cambridge, United Kingdom
| | - Raj K. Pasam
- Sainsbury Laboratory, University of Cambridge, Cambridge, United Kingdom
| | - Hayley McCulloch
- Sainsbury Laboratory, University of Cambridge, Cambridge, United Kingdom
| | - Sally Ward
- Sainsbury Laboratory, University of Cambridge, Cambridge, United Kingdom
- Department of Biology, University of York, York, United Kingdom
| | - Liron Shenhav
- Sainsbury Laboratory, University of Cambridge, Cambridge, United Kingdom
| | - Elizabeth Forsyth
- Sainsbury Laboratory, University of Cambridge, Cambridge, United Kingdom
| | - Ottoline Leyser
- Sainsbury Laboratory, University of Cambridge, Cambridge, United Kingdom
- Department of Biology, University of York, York, United Kingdom
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8
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Grzybowski MW, Zwiener M, Jin H, Wijewardane NK, Atefi A, Naldrett MJ, Alvarez S, Ge Y, Schnable JC. Variation in morpho-physiological and metabolic responses to low nitrogen stress across the sorghum association panel. BMC PLANT BIOLOGY 2022; 22:433. [PMID: 36076172 PMCID: PMC9461132 DOI: 10.1186/s12870-022-03823-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 09/05/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Access to biologically available nitrogen is a key constraint on plant growth in both natural and agricultural settings. Variation in tolerance to nitrogen deficit stress and productivity in nitrogen limited conditions exists both within and between plant species. However, our understanding of changes in different phenotypes under long term low nitrogen stress and their impact on important agronomic traits, such as yield, is still limited. RESULTS Here we quantified variation in the metabolic, physiological, and morphological responses of a sorghum association panel assembled to represent global genetic diversity to long term, nitrogen deficit stress and the relationship of these responses to grain yield under both conditions. Grain yield exhibits substantial genotype by environment interaction while many other morphological and physiological traits exhibited consistent responses to nitrogen stress across the population. Large scale nontargeted metabolic profiling for a subset of lines in both conditions identified a range of metabolic responses to long term nitrogen deficit stress. Several metabolites were associated with yield under high and low nitrogen conditions. CONCLUSION Our results highlight that grain yield in sorghum, unlike many morpho-physiological traits, exhibits substantial variability of genotype specific responses to long term low severity nitrogen deficit stress. Metabolic response to long term nitrogen stress shown higher proportion of variability explained by genotype specific responses than did morpho-pysiological traits and several metabolites were correlated with yield. This suggest, that it might be possible to build predictive models using metabolite abundance to estimate which sorghum genotypes will exhibit greater or lesser decreases in yield in response to nitrogen deficit, however further research needs to be done to evaluate such model.
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Affiliation(s)
- Marcin W Grzybowski
- Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, USA.
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, USA.
- Department of Plant Molecular Ecophysiology, Institute of Plant Experimental Biology and Biotechnology, Faculty of Biology, University of Warsaw, Warsw, Poland.
| | - Mackenzie Zwiener
- Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, USA
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, USA
| | - Hongyu Jin
- Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, USA
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, USA
| | - Nuwan K Wijewardane
- Department of Agricultural and Biological Engineering, Mississippi State University, Starkville, USA
| | - Abbas Atefi
- Department of Biological Systems Engineering, University of Nebraska-Lincoln, Lincoln, USA
- California Strawberry Commission, San Luis Obispo, USA
| | - Michael J Naldrett
- Proteomics and Metabolomics Facility, Nebraska Center for Biotechnology, University of Nebraska-Lincoln, Lincoln, USA
| | - Sophie Alvarez
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, USA
- Proteomics and Metabolomics Facility, Nebraska Center for Biotechnology, University of Nebraska-Lincoln, Lincoln, USA
| | - Yufeng Ge
- Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, USA
- Department of Agricultural and Biological Engineering, Mississippi State University, Starkville, USA
| | - James C Schnable
- Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, USA.
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, USA.
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9
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Brooker R, Brown LK, George TS, Pakeman RJ, Palmer S, Ramsay L, Schöb C, Schurch N, Wilkinson MJ. Active and adaptive plasticity in a changing climate. TRENDS IN PLANT SCIENCE 2022; 27:717-728. [PMID: 35282996 DOI: 10.1016/j.tplants.2022.02.004] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 01/24/2022] [Accepted: 02/16/2022] [Indexed: 06/14/2023]
Abstract
Better understanding of the mechanistic basis of plant plasticity will enhance efforts to breed crops resilient to predicted climate change. However, complexity in plasticity's conceptualisation and measurement may hinder fruitful crossover of concepts between disciplines that would enable such advances. We argue active adaptive plasticity is particularly important in shaping the fitness of wild plants, representing the first line of a plant's defence to environmental change. Here, we define how this concept may be applied to crop breeding, suggest appropriate approaches to measure it in crops, and propose a refocussing on active adaptive plasticity to enhance crop resilience. We also discuss how the same concept may have wider utility, such as in ex situ plant conservation and reintroductions.
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Affiliation(s)
- Rob Brooker
- Department of Ecological Sciences, James Hutton Institute, Aberdeen, UK; Department of Ecological Sciences, James Hutton Institute, Dundee, UK.
| | - Lawrie K Brown
- Department of Ecological Sciences, James Hutton Institute, Dundee, UK
| | - Timothy S George
- Department of Ecological Sciences, James Hutton Institute, Dundee, UK
| | - Robin J Pakeman
- Department of Ecological Sciences, James Hutton Institute, Aberdeen, UK
| | - Sarah Palmer
- Institute of Biological, Environmental, and Rural Sciences (IBERS), Aberystwyth University, Plas Gogerddan, Aberystwyth, Ceredigion, UK
| | - Luke Ramsay
- Department of Ecological Sciences, James Hutton Institute, Dundee, UK
| | - Christian Schöb
- Institute of Agricultural Sciences, ETH Zurich, Zurich, Switzerland
| | | | - Mike J Wilkinson
- Institute of Biological, Environmental, and Rural Sciences (IBERS), Aberystwyth University, Plas Gogerddan, Aberystwyth, Ceredigion, UK
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10
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Pino LE, Lima JE, Vicente MH, de Sá AFL, Pérez-Alfocea F, Albacete A, Costa JL, Werner T, Schmülling T, Freschi L, Figueira A, Zsögön A, Peres LEP. Increased branching independent of strigolactone in cytokinin oxidase 2-overexpressing tomato is mediated by reduced auxin transport. MOLECULAR HORTICULTURE 2022; 2:12. [PMID: 37789497 PMCID: PMC10514996 DOI: 10.1186/s43897-022-00032-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 04/11/2022] [Indexed: 10/05/2023]
Abstract
Tomato production is influenced by shoot branching, which is controlled by different hormones. Here we produced tomato plants overexpressing the cytokinin-deactivating gene CYTOKININ OXYDASE 2 (CKX2). CKX2-overexpressing (CKX2-OE) plants showed an excessive growth of axillary shoots, the opposite phenotype expected for plants with reduced cytokinin content, as evidenced by LC-MS analysis and ARR5-GUS staining. The TCP transcription factor SlBRC1b was downregulated in the axillary buds of CKX2-OE and its excessive branching was dependent on a functional version of the GRAS-family gene LATERAL SUPPRESSOR (LS). Grafting experiments indicated that increased branching in CKX2-OE plants is unlikely to be mediated by root-derived signals. Crossing CKX2-OE plants with transgenic antisense plants for the strigolactone biosynthesis gene CAROTENOID CLEAVAGE DIOXYGENASE (CCD7-AS) produced an additive phenotype, indicating independent effects of cytokinin and strigolactones on increased branching. On the other hand, CKX2-OE plants showed reduced polar auxin transport and their bud outgrowth was reduced when combined with auxin mutants. Accordingly, CKX2-OE basal buds did not respond to auxin applied in the decapitated apex. Our results suggest that tomato shoot branching depends on a fine-tuning of different hormonal balances and that perturbations in the auxin status could compensate for the reduced cytokinin levels in CKX2-OE plants.
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Affiliation(s)
- Lilian Ellen Pino
- Laboratory of Plant Breeding, Centro de Energia Nuclear na Agricultura, University of Sao Paulo, São Paulo, Brazil
- Laboratory of Hormonal Control of Plant Development, Department of Biological Sciences, Escola Superior de Agricultura 'Luiz de Queiroz'University of Sao Paulo, Piracicaba, Brazil
| | - Joni E Lima
- Botany Department, ICB, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Mateus H Vicente
- Laboratory of Hormonal Control of Plant Development, Department of Biological Sciences, Escola Superior de Agricultura 'Luiz de Queiroz'University of Sao Paulo, Piracicaba, Brazil
| | - Ariadne F L de Sá
- Laboratory of Hormonal Control of Plant Development, Department of Biological Sciences, Escola Superior de Agricultura 'Luiz de Queiroz'University of Sao Paulo, Piracicaba, Brazil
| | | | - Alfonso Albacete
- Department of Plant Nutrition, CEBAS-CSIC, Campus Univ. Espinardo, Murcia, Spain
| | - Juliana L Costa
- Laboratory of Plant Breeding, Centro de Energia Nuclear na Agricultura, University of Sao Paulo, São Paulo, Brazil
| | - Tomáš Werner
- Institute of Biology/Applied Genetics, Freie Universität Berlin, Berlin, Germany
- Institute of Biology, University of Graz, Schubertstraße 51, 8010, Graz, Austria
| | - Thomas Schmülling
- Institute of Biology/Applied Genetics, Freie Universität Berlin, Berlin, Germany
| | - Luciano Freschi
- Biosciences Institute, University of Sao Paulo, São Paulo, Brazil
| | - Antonio Figueira
- Laboratory of Plant Breeding, Centro de Energia Nuclear na Agricultura, University of Sao Paulo, São Paulo, Brazil
| | - Agustin Zsögön
- Plant Sciences Department, Federal University of Viçosa, Viçosa, Brazil
| | - Lázaro E P Peres
- Laboratory of Hormonal Control of Plant Development, Department of Biological Sciences, Escola Superior de Agricultura 'Luiz de Queiroz'University of Sao Paulo, Piracicaba, Brazil.
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11
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Woods P, Lehner KR, Hein K, Mullen JL, McKay JK. Root Pulling Force Across Drought in Maize Reveals Genotype by Environment Interactions and Candidate Genes. FRONTIERS IN PLANT SCIENCE 2022; 13:883209. [PMID: 35498695 PMCID: PMC9051544 DOI: 10.3389/fpls.2022.883209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 03/25/2022] [Indexed: 06/14/2023]
Abstract
High-throughput, field-based characterization of root systems for hundreds of genotypes in thousands of plots is necessary for breeding and identifying loci underlying variation in root traits and their plasticity. We designed a large-scale sampling of root pulling force, the vertical force required to extract the root system from the soil, in a maize diversity panel under differing irrigation levels for two growing seasons. We then characterized the root system architecture of the extracted root crowns. We found consistent patterns of phenotypic plasticity for root pulling force for a subset of genotypes under differential irrigation, suggesting that root plasticity is predictable. Using genome-wide association analysis, we identified 54 SNPs as statistically significant for six independent root pulling force measurements across two irrigation levels and four developmental timepoints. For every significant GWAS SNP for any trait in any treatment and timepoint we conducted post hoc tests for genotype-by-environment interaction, using a mixed model ANOVA. We found that 8 of the 54 SNPs showed significant GxE. Candidate genes underlying variation in root pulling force included those involved in nutrient transport. Although they are often treated separately, variation in the ability of plant roots to sense and respond to variation in environmental resources including water and nutrients may be linked by the genes and pathways underlying this variation. While functional validation of the identified genes is needed, our results expand the current knowledge of root phenotypic plasticity at the whole plant and gene levels, and further elucidate the complex genetic architecture of maize root systems.
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Affiliation(s)
- Patrick Woods
- Department of Agricultural Biology, Colorado State University, Fort Collins, CO, United States
- Graduate Degree Program in Ecology, Colorado State University, Fort Collins, CO, United States
| | - Kevin R. Lehner
- Department of Agricultural Biology, Colorado State University, Fort Collins, CO, United States
| | - Kirsten Hein
- Department of Agricultural Biology, Colorado State University, Fort Collins, CO, United States
- Graduate Degree Program in Ecology, Colorado State University, Fort Collins, CO, United States
| | - Jack L. Mullen
- Department of Agricultural Biology, Colorado State University, Fort Collins, CO, United States
| | - John K. McKay
- Department of Agricultural Biology, Colorado State University, Fort Collins, CO, United States
- Graduate Degree Program in Ecology, Colorado State University, Fort Collins, CO, United States
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12
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Boutet S, Barreda L, Perreau F, Totozafy JC, Mauve C, Gakière B, Delannoy E, Martin-Magniette ML, Monti A, Lepiniec L, Zanetti F, Corso M. Untargeted metabolomic analyses reveal the diversity and plasticity of the specialized metabolome in seeds of different Camelina sativa genotypes. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2022; 110:147-165. [PMID: 34997644 DOI: 10.1111/tpj.15662] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 12/20/2021] [Indexed: 06/14/2023]
Affiliation(s)
- Stéphanie Boutet
- Institut Jean-Pierre Bourgin, Université Paris-Saclay, INRAE, AgroParisTech, 78000, Versailles, France
| | - Léa Barreda
- Institut Jean-Pierre Bourgin, Université Paris-Saclay, INRAE, AgroParisTech, 78000, Versailles, France
| | - François Perreau
- Institut Jean-Pierre Bourgin, Université Paris-Saclay, INRAE, AgroParisTech, 78000, Versailles, France
| | - Jean-Chrisologue Totozafy
- Institut Jean-Pierre Bourgin, Université Paris-Saclay, INRAE, AgroParisTech, 78000, Versailles, France
| | - Caroline Mauve
- Institute of Plant Sciences Paris-Saclay (IPS2), Université Paris-Saclay, CNRS, INRAE, University of Evry, Orsay, France
- Institute of Plant Sciences Paris Saclay (IPS2), Université de Paris, CNRS, INRAE, 91405, Orsay, France
| | - Bertrand Gakière
- Institute of Plant Sciences Paris-Saclay (IPS2), Université Paris-Saclay, CNRS, INRAE, University of Evry, Orsay, France
- Institute of Plant Sciences Paris Saclay (IPS2), Université de Paris, CNRS, INRAE, 91405, Orsay, France
| | - Etienne Delannoy
- Institute of Plant Sciences Paris-Saclay (IPS2), Université Paris-Saclay, CNRS, INRAE, University of Evry, Orsay, France
- Institute of Plant Sciences Paris Saclay (IPS2), Université de Paris, CNRS, INRAE, 91405, Orsay, France
| | - Marie-Laure Martin-Magniette
- Institute of Plant Sciences Paris-Saclay (IPS2), Université Paris-Saclay, CNRS, INRAE, University of Evry, Orsay, France
- Institute of Plant Sciences Paris Saclay (IPS2), Université de Paris, CNRS, INRAE, 91405, Orsay, France
- UMR MIA-Paris, AgroParisTech, INRAE, Université Paris-Saclay, 75005, Paris, France
| | - Andrea Monti
- Department of Agricultural and Food Sciences, Alma Mater Studiorum - Università di Bologna, Viale G. Fanin 44, 40127, Bologna, Italy
| | - Loïc Lepiniec
- Institut Jean-Pierre Bourgin, Université Paris-Saclay, INRAE, AgroParisTech, 78000, Versailles, France
| | - Federica Zanetti
- Department of Agricultural and Food Sciences, Alma Mater Studiorum - Università di Bologna, Viale G. Fanin 44, 40127, Bologna, Italy
| | - Massimiliano Corso
- Institut Jean-Pierre Bourgin, Université Paris-Saclay, INRAE, AgroParisTech, 78000, Versailles, France
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13
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Kambhampati S, Pajak A, Marsolais F. Evidence that class I glutamine amidotransferase, GAT1_2.1, acts as a glutaminase in roots of Arabidopsis thaliana. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2021; 312:111033. [PMID: 34620437 DOI: 10.1016/j.plantsci.2021.111033] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 08/18/2021] [Accepted: 08/20/2021] [Indexed: 06/13/2023]
Abstract
The glutamine amidotransferase gene GAT1_2.1 is a marker of N status in Arabidopsis root, linked to a shoot branching phenotype. The protein has an N-terminal glutamine amidotransferase domain and a C-terminal extension with no recognizable protein domain. A purified, recombinant version of the glutamine amidotransferase domain was catalytically active as a glutaminase, with apparent Km value of 0.66 mM and Vmax value of 2.6 μkatal per mg. This form complemented an E. coli glutaminase mutant, ΔYneH. Spiking of root metabolite extracts with either the N-terminal or full length form purified from transformed tobacco leaves led to reciprocal changes in glutamine and ammonia concentration. No product derived from amido-15N-labeled glutamine was identified. Visualization of GAT1_2.1-YPF transiently expressed in tobacco leaves confirmed its mitochondrial localization. gat1_2.1 exhibited reduced growth as compared with wild-type seedlings on media with glutamine as sole nitrogen source. Results of targeted metabolite profiling pointed to a possible activation of the GABA shunt in the mutant following glutamine treatments, with reduced levels of glutamic acid, 2-oxoglutarate and γ-aminobutyric acid and increased levels of succinic acid. GAT1_2.1 may act as a glutaminase, in concert with Glutamate Dehydrogenase 2, to hydrolyze glutamine and channel 2-oxoglutarate to the TCA cycle under high nitrogen conditions.
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Affiliation(s)
- Shrikaar Kambhampati
- London Research and Development Centre, Agriculture and Agri-Food Canada, 1391 Sandford Street, London, Ontario, N5V 4T3, Canada; Department of Biology, University of Western Ontario, 1151 Richmond Street, London, Ontario, N6A 5B7, Canada.
| | - Aga Pajak
- London Research and Development Centre, Agriculture and Agri-Food Canada, 1391 Sandford Street, London, Ontario, N5V 4T3, Canada.
| | - Frédéric Marsolais
- London Research and Development Centre, Agriculture and Agri-Food Canada, 1391 Sandford Street, London, Ontario, N5V 4T3, Canada; Department of Biology, University of Western Ontario, 1151 Richmond Street, London, Ontario, N6A 5B7, Canada.
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14
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Duarte GT, Pandey PK, Vaid N, Alseekh S, Fernie AR, Nikoloski Z, Laitinen RAE. Plasticity of rosette size in response to nitrogen availability is controlled by an RCC1-family protein. PLANT, CELL & ENVIRONMENT 2021; 44:3398-3411. [PMID: 34228823 DOI: 10.1111/pce.14146] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 07/01/2021] [Accepted: 07/02/2021] [Indexed: 05/12/2023]
Abstract
Nitrogen (N) is fundamental to plant growth, development and yield. Genes underlying N utilization and assimilation are well-characterized, but mechanisms underpinning plasticity of different phenotypes in response to N remain elusive. Here, using Arabidopsis thaliana accessions, we dissected the genetic architecture of plasticity in early and late rosette diameter, flowering time and yield, in response to three levels of N in the soil. Furthermore, we found that the plasticity in levels of primary metabolites were related with the plasticities of the studied traits. Genome-wide association analysis identified three significant associations for phenotypic plasticity, one for early rosette diameter and two for flowering time. We confirmed that the gene At1g19880, hereafter named as PLASTICITY OF ROSETTE TO NITROGEN 1 (PROTON1), encoding for a regulator of chromatin condensation 1 (RCC1) family protein, conferred plasticity of rosette diameter in response to N. Treatment of PROTON1 T-DNA line with salt implied that the reduced plasticity of early rosette diameter was not a general growth response to stress. We further showed that plasticities of growth and flowering-related traits differed between environmental cues, indicating decoupled genetic programs regulating these traits. Our findings provide a prospective to identify genes that stabilize performance under fluctuating environments.
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Affiliation(s)
- Gustavo Turqueto Duarte
- Molecular Mechanisms of Plant Adaptation - group, Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany
| | - Prashant K Pandey
- Molecular Mechanisms of Plant Adaptation - group, Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany
- National Research Council Canada (NRC-CNRC), Aquatic and Crop Resource Development (ACRD), Saskatoon, Saskatchewan, Canada
| | - Neha Vaid
- Molecular Mechanisms of Plant Adaptation - group, Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany
- Biological Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Saleh Alseekh
- Central Metabolism - group, Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany
- Department of Plant Metabolomics, Center of Plant Systems Biology, Plovdiv, Bulgaria
| | - Alisdair R Fernie
- Central Metabolism - group, Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany
- Department of Plant Metabolomics, Center of Plant Systems Biology, Plovdiv, Bulgaria
| | - Zoran Nikoloski
- Systems Biology and Mathematical Modeling - group, Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany
- Department of Bioinformatics and Mathematical Modeling, Center of Plant Systems Biology, Plovdiv, Bulgaria
- Bioinformatics, Institute of Biochemistry and Biology, University of Potsdam, Potsdam, Germany
| | - Roosa A E Laitinen
- Molecular Mechanisms of Plant Adaptation - group, Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany
- Organismal and Evolutionary Research Programme, Faculty of Biological and Environmental Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland
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15
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Shi H, Gazal S, Kanai M, Koch EM, Schoech AP, Siewert KM, Kim SS, Luo Y, Amariuta T, Huang H, Okada Y, Raychaudhuri S, Sunyaev SR, Price AL. Population-specific causal disease effect sizes in functionally important regions impacted by selection. Nat Commun 2021; 12:1098. [PMID: 33597505 PMCID: PMC7889654 DOI: 10.1038/s41467-021-21286-1] [Citation(s) in RCA: 70] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Accepted: 01/15/2021] [Indexed: 01/31/2023] Open
Abstract
Many diseases exhibit population-specific causal effect sizes with trans-ethnic genetic correlations significantly less than 1, limiting trans-ethnic polygenic risk prediction. We develop a new method, S-LDXR, for stratifying squared trans-ethnic genetic correlation across genomic annotations, and apply S-LDXR to genome-wide summary statistics for 31 diseases and complex traits in East Asians (average N = 90K) and Europeans (average N = 267K) with an average trans-ethnic genetic correlation of 0.85. We determine that squared trans-ethnic genetic correlation is 0.82× (s.e. 0.01) depleted in the top quintile of background selection statistic, implying more population-specific causal effect sizes. Accordingly, causal effect sizes are more population-specific in functionally important regions, including conserved and regulatory regions. In regions surrounding specifically expressed genes, causal effect sizes are most population-specific for skin and immune genes, and least population-specific for brain genes. Our results could potentially be explained by stronger gene-environment interaction at loci impacted by selection, particularly positive selection.
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Affiliation(s)
- Huwenbo Shi
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
| | - Steven Gazal
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Masahiro Kanai
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Japan
| | - Evan M Koch
- Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Armin P Schoech
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Katherine M Siewert
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Samuel S Kim
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Yang Luo
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Data Sciences, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Tiffany Amariuta
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Data Sciences, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Graduate School of Arts and Sciences, Harvard University, Cambridge, MA, USA
| | - Hailiang Huang
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Yukinori Okada
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Japan
- Laboratory of Statistical Immunology, Immunology Frontier Research Center (WPI-IFReC), Osaka University, Suita, Japan
| | - Soumya Raychaudhuri
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Center for Data Sciences, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Arthritis Research UK Centre for Genetics and Genomics, Centre for Musculoskeletal Research, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK
| | - Shamil R Sunyaev
- Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Alkes L Price
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
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16
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Yan FH, Zhang LP, Cheng F, Yu DM, Hu JY. Accession-specific flowering time variation in response to nitrate fluctuation in Arabidopsis thalian a. PLANT DIVERSITY 2021; 43:78-85. [PMID: 33778228 PMCID: PMC7987567 DOI: 10.1016/j.pld.2020.05.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 05/22/2020] [Accepted: 05/22/2020] [Indexed: 05/03/2023]
Abstract
Flowering time, a key transition point from vegetative to reproductive growth, is regulated by an intrinsic complex of endogenous and exogenous signals including nutrient status. For hundreds of years, nitrogen has been well known to modulate flowering time, but the molecular genetic basis on how plants adapt to ever-changing nitrogen availability remains not fully explored. Here we explore how Arabidopsis natural variation in flowering time responds to nitrate fluctuation. Upon nitrate availability change, we detect accession- and photoperiod-specific flowering responses, which also feature a accession-specific dependency on growth traits. The flowering time variation correlates well with the expression of floral integrators, SOC1 and FT, in an accession-specific manner. We find that gene expression variation of key hub genes in the photoperiod-circadian-clock (GI), aging (SPLs) and autonomous (FLC) pathways associates with the expression change of these integrators, hence flowering time variation. Our results thus shed light on the molecular genetic mechanisms on regulation of accession- and photoperiod-specific flowering time variation in response to nitrate availability.
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Affiliation(s)
- Fei-Hong Yan
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Li-Ping Zhang
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
| | - Fang Cheng
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
| | - Dong-Mei Yu
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
| | - Jin-Yong Hu
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
- Corresponding author.
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17
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Diouf I, Pascual L. Multiparental Population in Crops: Methods of Development and Dissection of Genetic Traits. Methods Mol Biol 2021; 2264:13-32. [PMID: 33263900 DOI: 10.1007/978-1-0716-1201-9_2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Multiparental populations are located midway between association mapping that relies on germplasm collections and classic linkage analysis, based upon biparental populations. They provide several key advantages such as the possibility to include a higher number of alleles and increased level of recombination with respect to biparental populations, and more equilibrated allelic frequencies than association mapping panels. Moreover, in these populations new allele's combinations arise from recombination that may reveal transgressive phenotypes and make them a useful pre-breeding material. Here we describe the strategies for working with multiparental populations, focusing on nested association mapping populations (NAM) and multiparent advanced generation intercross populations (MAGIC). We provide details from the selection of founders, population development, and characterization to the statistical methods for genetic mapping and quantitative trait detection.
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Affiliation(s)
- Isidore Diouf
- INRAE, UR1052, Génétique et Amélioration des Fruits et Légumes, Centre de Recherche PACA, Montfavet, France
| | - Laura Pascual
- Department of Biotechnology-Plant Biology, School of Agricultural, Food and Biosystems Engineering, Universidad Politécnica de Madrid, Madrid, Spain.
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18
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Hepworth J, Antoniou-Kourounioti RL, Berggren K, Selga C, Tudor EH, Yates B, Cox D, Collier Harris BR, Irwin JA, Howard M, Säll T, Holm S, Dean C. Natural variation in autumn expression is the major adaptive determinant distinguishing Arabidopsis FLC haplotypes. eLife 2020; 9:57671. [PMID: 32902380 PMCID: PMC7518893 DOI: 10.7554/elife.57671] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 09/08/2020] [Indexed: 12/27/2022] Open
Abstract
In Arabidopsis thaliana, winter is registered during vernalization through the temperature-dependent repression and epigenetic silencing of floral repressor FLOWERING LOCUS C (FLC). Natural Arabidopsis accessions show considerable variation in vernalization. However, which aspect of the FLC repression mechanism is most important for adaptation to different environments is unclear. By analysing FLC dynamics in natural variants and mutants throughout winter in three field sites, we find that autumnal FLC expression, rather than epigenetic silencing, is the major variable conferred by the distinct Arabidopsis FLChaplotypes. This variation influences flowering responses of Arabidopsis accessions resulting in an interplay between promotion and delay of flowering in different climates to balance survival and, through a post-vernalization effect, reproductive output. These data reveal how expression variation through non-coding cis variation at FLC has enabled Arabidopsis accessions to adapt to different climatic conditions and year-on-year fluctuations.
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Affiliation(s)
- Jo Hepworth
- Cell and Developmental Biology, John Innes Centre, Norwich, United Kingdom
| | | | - Kristina Berggren
- Department of Natural Sciences, Mid Sweden University, Sundsvall, Sweden
| | - Catja Selga
- Department of Biology, Lund University, Lund, Sweden
| | - Eleri H Tudor
- Crop Genetics, John Innes Centre, Norwich, United Kingdom
| | - Bryony Yates
- Cell and Developmental Biology, John Innes Centre, Norwich, United Kingdom
| | - Deborah Cox
- Cell and Developmental Biology, John Innes Centre, Norwich, United Kingdom
| | | | - Judith A Irwin
- Crop Genetics, John Innes Centre, Norwich, United Kingdom
| | - Martin Howard
- Computational and Systems Biology, John Innes Centre, Norwich, United Kingdom
| | - Torbjörn Säll
- Department of Biology, Lund University, Lund, Sweden
| | - Svante Holm
- Department of Natural Sciences, Mid Sweden University, Sundsvall, Sweden
| | - Caroline Dean
- Cell and Developmental Biology, John Innes Centre, Norwich, United Kingdom
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Schneider K, Abazaj L, Niemann C, Schröder L, Nägele T. Cold acclimation has a differential effect on leaf vascular bundle structure and carbon export rates in natural Arabidopsis accessions originating from southern and northern Europe. PLANT DIRECT 2020; 4:e00251. [PMID: 32789285 PMCID: PMC7416751 DOI: 10.1002/pld3.251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 07/08/2020] [Accepted: 07/16/2020] [Indexed: 06/11/2023]
Abstract
Acclimation to low but non-freezing temperature represents an ecologically important process for Arabidopsis thaliana but also for many other plant species from temperate regions. Cold acclimation comprises and affects numerous molecular and physiological processes and the maintenance of sugar supply of sink tissue by photosynthetically active source tissue is essential for plant survival. Here, changes in vascular bundle (VB) structure at the leaf petiole were analysed together with sucrose exudation rates before and after cold acclimation. Six natural Arabidopsis accessions originating from southern and northern Europe were compared. Photosynthetic efficiency, that is, maximum and effective quantum yield of photosystem II, revealed a significant effect of environmental condition. Only for northern accessions was a highly significant negative correlation observed between leaf sucrose exudation rates, xylem, and petiole cross-sectional areas. Furthermore, only for northern accessions was a significant increase of VB and leaf petiole cross-sectional area observed during cold acclimation. In contrast, variance of cross-sectional areas of cold acclimated southern accessions was strongly reduced compared to control plants, while mean areas remained similar under both conditions. In summary, these findings suggest that natural Arabidopsis accessions from northern Europe significantly adjust sink strength and leaf VB structure to maintain plant growth and photosynthesis under low temperature.
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Affiliation(s)
- Katja Schneider
- Department Biology IPlant DevelopmentLMU MünchenPlanegg‐MartinsriedGermany
| | - Lorena Abazaj
- Department Biology IPlant Evolutionary Cell BiologyLMU MünchenPlanegg‐MartinsriedGermany
| | - Cornelia Niemann
- Department Biology IPlant DevelopmentLMU MünchenPlanegg‐MartinsriedGermany
| | - Laura Schröder
- Department Biology IPlant Evolutionary Cell BiologyLMU MünchenPlanegg‐MartinsriedGermany
| | - Thomas Nägele
- Department Biology IPlant Evolutionary Cell BiologyLMU MünchenPlanegg‐MartinsriedGermany
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Xu G, Takahashi H. Improving nitrogen use efficiency: from cells to plant systems. JOURNAL OF EXPERIMENTAL BOTANY 2020; 71:4359-4364. [PMID: 32710784 DOI: 10.1093/jxb/eraa309] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Affiliation(s)
- Guohua Xu
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, China
- China MOA Key Laboratory of Plant Nutrition and Fertilization in Lower-Middle Reaches of the Yangtze River, Nanjing, China
| | - Hideki Takahashi
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, USA
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