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Krishnan P, Caseys C, Soltis N, Zhang W, Burow M, Kliebenstein DJ. Polygenic pathogen networks influence transcriptional plasticity in the Arabidopsis-Botrytis pathosystem. Genetics 2023; 224:iyad099. [PMID: 37216906 PMCID: PMC10789313 DOI: 10.1093/genetics/iyad099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 03/30/2023] [Accepted: 05/16/2023] [Indexed: 05/24/2023] Open
Abstract
Bidirectional flow of information shapes the outcome of the host-pathogen interactions and depends on the genetics of each organism. Recent work has begun to use co-transcriptomic studies to shed light on this bidirectional flow, but it is unclear how plastic the co-transcriptome is in response to genetic variation in both the host and pathogen. To study co-transcriptome plasticity, we conducted transcriptomics using natural genetic variation in the pathogen, Botrytis cinerea, and large-effect genetic variation abolishing defense signaling pathways within the host, Arabidopsis thaliana. We show that genetic variation in the pathogen has a greater influence on the co-transcriptome than mutations that abolish defense signaling pathways in the host. Genome-wide association mapping using the pathogens' genetic variation and both organisms' transcriptomes allowed an assessment of how the pathogen modulates plasticity in response to the host. This showed that the differences in both organism's responses were linked to trans-expression quantitative trait loci (eQTL) hotspots within the pathogen's genome. These hotspots control gene sets in either the host or pathogen and show differential allele sensitivity to the host's genetic variation rather than qualitative host specificity. Interestingly, nearly all the trans-eQTL hotspots were unique to the host or pathogen transcriptomes. In this system of differential plasticity, the pathogen mediates the shift in the co-transcriptome more than the host.
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Affiliation(s)
- Parvathy Krishnan
- DynaMo Center of Excellence, University of Copenhagen, Copenhagen DL-1165Denmark
| | - Celine Caseys
- Department of Plant Sciences, University of California Davis, Davis, CA 95616USA
| | - Nik Soltis
- Department of Plant Sciences, University of California Davis, Davis, CA 95616USA
| | - Wei Zhang
- Department of Botany & Plant Sciences, Institute for Integrative Genome Biology, University of California Riverside, Riverside, CA 92521, USA
| | - Meike Burow
- DynaMo Center of Excellence, University of Copenhagen, Copenhagen DL-1165Denmark
| | - Daniel J Kliebenstein
- DynaMo Center of Excellence, University of Copenhagen, Copenhagen DL-1165Denmark
- Department of Plant Sciences, University of California Davis, Davis, CA 95616USA
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Buckley CR, Li X, Martí MC, Haydon MJ. A bittersweet symphony: Metabolic signals in the circadian system. CURRENT OPINION IN PLANT BIOLOGY 2023; 73:102333. [PMID: 36640635 DOI: 10.1016/j.pbi.2022.102333] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 12/03/2022] [Accepted: 12/08/2022] [Indexed: 06/10/2023]
Abstract
Plants must match their metabolism to daily and seasonal fluctuations in their environment to maximise performance in natural conditions. Circadian clocks enable organisms to anticipate and adapt to these predictable and unpredictable environmental challenges. Metabolism is increasingly recognised as an integrated feature of the plant circadian system. Metabolism is an important circadian-regulated output but also provides input to this dynamic timekeeping mechanism. The spatial organisation of metabolism within cells and between tissues, and the temporal features of metabolism across days, seasons and development, raise interesting questions about how metabolism influences circadian timekeeping. The various mechanisms by which metabolic signals influence the transcription-translation feedback loops of the circadian oscillator are emerging. These include roles for major metabolic signalling pathways, various retrograde signals, and direct metabolic modifications of clock genes or proteins. Such metabolic feedback loops enable intra- and intercellular coordination of rhythmic metabolism, and recent discoveries indicate these contribute to diverse aspects of daily, developmental and seasonal timekeeping.
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Affiliation(s)
| | - Xiang Li
- School of BioSciences, University of Melbourne, Parkville, VIC 3010, Australia
| | - María Carmen Martí
- Department of Stress Biology and Plant Pathology, Centre of Edaphology and Applied Biology of Segura (CEBAS-CSIC), 30110 Murcia, Spain
| | - Michael J Haydon
- School of BioSciences, University of Melbourne, Parkville, VIC 3010, Australia.
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Wang S, Wang T, Li Q, Xu C, Tian J, Wang Y, Zhang X, Xu X, Han Z, Wu T. Phosphorylation of MdERF17 by MdMPK4 promotes apple fruit peel degreening during light/dark transitions. THE PLANT CELL 2022; 34:1980-2000. [PMID: 35166845 PMCID: PMC9048921 DOI: 10.1093/plcell/koac049] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 01/11/2022] [Indexed: 05/12/2023]
Abstract
As apple fruits (Malus domestica) mature, they accumulate anthocyanins concomitantly with losing chlorophyll (Chl); however, the molecular pathways and events that coordinate Chl degradation and fruit coloration have not been elucidated. We showed previously that the transcription factor ETHYLENE RESPONSE FACTOR17 (MdERF17) modulates Chl degradation in apple fruit peels and that variation in the pattern of MdERF17 serine (Ser) residues is responsible for differences in its transcriptional regulatory activity. Here, we report that MdERF17 interacts with and is phosphorylated by MAP KINASE4 (MdMPK4-14G). Phosphorylation of MdERF17 at residue Thr67 by MdMPK4-14G is necessary for its transcriptional regulatory activity and its regulation of Chl degradation. We also show that MdERF17 mutants with different numbers of Ser repeat insertions exhibit altered phosphorylation profiles, with more repeats increasing its interaction with MdMPK4. MdMPK4-14G can be activated by exposure to darkness and is involved in the dark-induced degreening of fruit peels. We also demonstrate that greater phosphorylation of MdERF17 by MdMPK4-14G is responsible for the regulation of Chl degradation during light/dark transitions. Overall, our findings reveal the mechanism by which MdMPK4 controls fruit peel coloration.
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Affiliation(s)
- Shuai Wang
- College of Horticulture, State Key Laboratory of Agrobiotechnology, China Agricultural University, Beijing, China
| | - Ting Wang
- College of Horticulture, State Key Laboratory of Agrobiotechnology, China Agricultural University, Beijing, China
| | - Qiqi Li
- College of Horticulture, State Key Laboratory of Agrobiotechnology, China Agricultural University, Beijing, China
| | - Chen Xu
- College of Horticulture, State Key Laboratory of Agrobiotechnology, China Agricultural University, Beijing, China
| | - Ji Tian
- Plant Science and Technology College, Beijing University of Agriculture, Beijing, China
| | - Yi Wang
- College of Horticulture, State Key Laboratory of Agrobiotechnology, China Agricultural University, Beijing, China
| | - Xinzhong Zhang
- College of Horticulture, State Key Laboratory of Agrobiotechnology, China Agricultural University, Beijing, China
| | - Xuefeng Xu
- College of Horticulture, State Key Laboratory of Agrobiotechnology, China Agricultural University, Beijing, China
| | | | - Ting Wu
- Author for correspondence: (T.W.), (Z.H.)
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Winter K, Smith JAC. CAM photosynthesis: the acid test. THE NEW PHYTOLOGIST 2022; 233:599-609. [PMID: 34637529 PMCID: PMC9298356 DOI: 10.1111/nph.17790] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 09/27/2021] [Indexed: 05/04/2023]
Abstract
There is currently considerable interest in the prospects for bioengineering crassulacean acid metabolism (CAM) photosynthesis - or key elements associated with it, such as increased water-use efficiency - into C3 plants. Resolving how CAM photosynthesis evolved from the ancestral C3 pathway could provide valuable insights into the targets for such bioengineering efforts. It has been proposed that the ability to accumulate organic acids at night may be common among C3 plants, and that the transition to CAM might simply require enhancement of pre-existing fluxes, without the need for changes in circadian or diurnal regulation. We show, in a survey encompassing 40 families of vascular plants, that nocturnal acidification is a feature entirely restricted to CAM species. Although many C3 species can synthesize malate during the light period, we argue that the switch to night-time malic acid accumulation requires a fundamental metabolic reprogramming that couples glycolytic breakdown of storage carbohydrate to the process of net dark CO2 fixation. This central element of the CAM pathway, even when expressed at a low level, represents a biochemical capability not seen in C3 plants, and so is better regarded as a discrete evolutionary innovation than as part of a metabolic continuum between C3 and CAM.
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Affiliation(s)
- Klaus Winter
- Smithsonian Tropical Research InstitutePO Box 0843‐03092BalboaAncónRepublic of Panama
| | - J. Andrew C. Smith
- Department of Plant SciencesUniversity of OxfordSouth Parks RoadOxfordOX1 3RBUK
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5
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Grigoreva E, Tkachenko A, Arkhimandritova S, Beatovic A, Ulianich P, Volkov V, Karzhaev D, Ben C, Gentzbittel L, Potokina E. Identification of Key Metabolic Pathways and Biomarkers Underlying Flowering Time of Guar ( Cyamopsis tetragonoloba (L.) Taub.) via Integrated Transcriptome-Metabolome Analysis. Genes (Basel) 2021; 12:genes12070952. [PMID: 34206279 PMCID: PMC8303896 DOI: 10.3390/genes12070952] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 06/11/2021] [Accepted: 06/14/2021] [Indexed: 01/08/2023] Open
Abstract
Guar (Cyamopsis tetragonoloba (L.) Taub.) is an annual legume crop native to India and Pakistan. Seeds of the plant serve as a source of galactomannan polysaccharide (guar gum) used in the food industry as a stabilizer (E412) and as a gelling agent in oil and gas fracturing fluids. There were several attempts to introduce this crop to countries of more northern latitudes. However, guar is a plant of a short photoperiod, therefore, its introduction, for example, to Russia is complicated by a long day length during the growing season. Breeding of new guar varieties insensitive to photoperiod slowed down due to the lack of information on functional molecular markers, which, in turn, requires information on guar genome. Modern breeding strategies, e.g., genomic predictions, benefit from integration of multi-omics approaches such as transcriptome, proteome and metabolome assays. Here we present an attempt to use transcriptome-metabolome integration to understand the genetic determination of flowering time variation among guar plants that differ in their photoperiod sensitivity. This study was performed on nine early- and six delayed-flowering guar varieties with the goal to find a connection between 63 metabolites and 1,067 differentially expressed transcripts using Shiny GAM approach. For the key biomarker of flowering in guar myo-inositol we also evaluated the KEGG biochemical pathway maps available for Arabidopsis thaliana. We found that the phosphatidylinositol signaling pathway is initiated in guar plants that are ready for flowering through the activation of the phospholipase C (PLC) gene, resulting in an exponential increase in the amount of myo-inositol in its free form observed on GC-MS chromatograms. The signaling pathway is performed by suppression of myo-inositol phosphate kinases (phosphorylation) and alternative overexpression of phosphatases (dephosphorylation). Our study suggests that metabolome and transcriptome information taken together, provide valuable information about biomarkers that can be used as a tool for marker-assisted breeding, metabolomics and functional genomics of this important legume crop.
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Affiliation(s)
- Elizaveta Grigoreva
- Information Technologies and Programming Faculty, ITMO University, 197101 St. Petersburg, Russia; (E.G.); (A.B.)
- Institute of Forest and Natural Resources Management, Saint Petersburg State Forest Technical University, 194021 St. Petersburg, Russia; (V.V.); (E.P.)
- Sirius University of Science and Technology, 354340 Sochi, Russia;
| | - Alexander Tkachenko
- Information Technologies and Programming Faculty, ITMO University, 197101 St. Petersburg, Russia; (E.G.); (A.B.)
- Correspondence: ; Tel.: +7-9217634039
| | | | - Aleksandar Beatovic
- Information Technologies and Programming Faculty, ITMO University, 197101 St. Petersburg, Russia; (E.G.); (A.B.)
| | - Pavel Ulianich
- All-Russian Research Institute of Agricultural Microbiology, 196608 St. Petersburg, Russia;
| | - Vladimir Volkov
- Institute of Forest and Natural Resources Management, Saint Petersburg State Forest Technical University, 194021 St. Petersburg, Russia; (V.V.); (E.P.)
- Sirius University of Science and Technology, 354340 Sochi, Russia;
| | - Dmitry Karzhaev
- Sirius University of Science and Technology, 354340 Sochi, Russia;
| | - Cécile Ben
- Skolkovo Institute of Science and Technology, 121205 Moscow, Russia; (C.B.); (L.G.)
| | - Laurent Gentzbittel
- Skolkovo Institute of Science and Technology, 121205 Moscow, Russia; (C.B.); (L.G.)
| | - Elena Potokina
- Institute of Forest and Natural Resources Management, Saint Petersburg State Forest Technical University, 194021 St. Petersburg, Russia; (V.V.); (E.P.)
- Sirius University of Science and Technology, 354340 Sochi, Russia;
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6
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Cervela-Cardona L, Alary B, Mas P. The Arabidopsis Circadian Clock and Metabolic Energy: A Question of Time. FRONTIERS IN PLANT SCIENCE 2021; 12:804468. [PMID: 34956299 PMCID: PMC8695440 DOI: 10.3389/fpls.2021.804468] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 11/17/2021] [Indexed: 05/07/2023]
Abstract
A fundamental principle shared by all organisms is the metabolic conversion of nutrients into energy for cellular processes and structural building blocks. A highly precise spatiotemporal programming is required to couple metabolic capacity with energy allocation. Cellular metabolism is also able to adapt to the external time, and the mechanisms governing such an adaptation rely on the circadian clock. Virtually all photosensitive organisms have evolved a self-sustained timekeeping mechanism or circadian clock that anticipates and responds to the 24-h environmental changes that occur during the day and night cycle. This endogenous timing mechanism works in resonance with the environment to control growth, development, responses to stress, and also metabolism. Here, we briefly describe the prevalent role for the circadian clock controlling the timing of mitochondrial activity and cellular energy in Arabidopsis thaliana. Evidence that metabolic signals can in turn feedback to the clock place the spotlight onto the molecular mechanisms and components linking the circadian function with metabolic homeostasis and energy.
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Affiliation(s)
- Luis Cervela-Cardona
- Centre for Research in Agricultural Genomics, CSIC-IRTA-Universidad Autónoma de Barcelona (UAB)-UB, Barcelona, Spain
| | - Benjamin Alary
- Centre for Research in Agricultural Genomics, CSIC-IRTA-Universidad Autónoma de Barcelona (UAB)-UB, Barcelona, Spain
| | - Paloma Mas
- Centre for Research in Agricultural Genomics, CSIC-IRTA-Universidad Autónoma de Barcelona (UAB)-UB, Barcelona, Spain
- Consejo Superior de Investigaciones Científicas, Barcelona, Spain
- *Correspondence: Paloma Mas,
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