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Ruiz Daniels R, Taylor RS, Dobie R, Salisbury S, Furniss JJ, Clark E, Macqueen DJ, Robledo D. A versatile nuclei extraction protocol for single nucleus sequencing in non-model species-Optimization in various Atlantic salmon tissues. PLoS One 2023; 18:e0285020. [PMID: 37676875 PMCID: PMC10484441 DOI: 10.1371/journal.pone.0285020] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 04/12/2023] [Indexed: 09/09/2023] Open
Abstract
The use of single cell sequencing technologies has exploded over recent years, and is now commonly used in many non-model species. Sequencing nuclei instead of whole cells has become increasingly popular, as it does not require the processing of samples immediately after collection. Here we present a highly effective nucleus isolation protocol that outperforms previously available method in challenging samples in a non-model specie. This protocol can be successfully applied to extract nuclei from a variety of tissues and species.
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Affiliation(s)
- Rose Ruiz Daniels
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Edinburgh, United Kingdom
| | - Richard S. Taylor
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Edinburgh, United Kingdom
| | - Ross Dobie
- Centre for Inflammation Research, The Queen’s Medical Research Institute, Edinburgh BioQuarter, University of Edinburgh, Edinburgh, United Kingdom
| | - Sarah Salisbury
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Edinburgh, United Kingdom
| | - James J. Furniss
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Edinburgh, United Kingdom
| | - Emily Clark
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Edinburgh, United Kingdom
| | - Daniel J. Macqueen
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Edinburgh, United Kingdom
| | - Diego Robledo
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Edinburgh, United Kingdom
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2
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Romanowski A, Furniss JJ, Hussain E, Halliday KJ. Phytochrome regulates cellular response plasticity and the basic molecular machinery of leaf development. Plant Physiol 2021; 186:1220-1239. [PMID: 33693822 PMCID: PMC8195529 DOI: 10.1093/plphys/kiab112] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 02/18/2021] [Indexed: 05/04/2023]
Abstract
Plants are plastic organisms that optimize growth in response to a changing environment. This adaptive capability is regulated by external cues, including light, which provides vital information about the habitat. Phytochrome photoreceptors detect far-red light, indicative of nearby vegetation, and elicit the adaptive shade-avoidance syndrome (SAS), which is critical for plant survival. Plants exhibiting SAS are typically more elongated, with distinctive, small, narrow leaf blades. By applying SAS-inducing end-of-day far-red (EoD FR) treatments at different times during Arabidopsis (Arabidopsis thaliana) leaf 3 development, we have shown that SAS restricts leaf blade size through two distinct cellular strategies. Early SAS induction limits cell division, while later exposure limits cell expansion. This flexible strategy enables phytochromes to maintain control of leaf size through the proliferative and expansion phases of leaf growth. mRNAseq time course data, accessible through a community resource, coupled to a bioinformatics pipeline, identified pathways that underlie these dramatic changes in leaf growth. Phytochrome regulates a suite of major development pathways that control cell division, expansion, and cell fate. Further, phytochromes control cell proliferation through synchronous regulation of the cell cycle, DNA replication, DNA repair, and cytokinesis, and play an important role in sustaining ribosome biogenesis and translation throughout leaf development.
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Affiliation(s)
- Andrés Romanowski
- Halliday Lab, Institute of Molecular Plant Sciences (IMPS), King’s Buildings, University of Edinburgh, Edinburgh, UK
- Comparative Genomics of Plant Development, Fundación Instituto Leloir (FIL), Instituto de Investigaciones Bioquímicas Buenos Aires (IIBBA) – Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), C1405BWE Buenos Aires, Argentina
| | - James J Furniss
- Halliday Lab, Institute of Molecular Plant Sciences (IMPS), King’s Buildings, University of Edinburgh, Edinburgh, UK
| | - Ejaz Hussain
- Halliday Lab, Institute of Molecular Plant Sciences (IMPS), King’s Buildings, University of Edinburgh, Edinburgh, UK
| | - Karen J Halliday
- Halliday Lab, Institute of Molecular Plant Sciences (IMPS), King’s Buildings, University of Edinburgh, Edinburgh, UK
- Author for communication:
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3
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Krahmer J, Abbas A, Mengin V, Ishihara H, Romanowski A, Furniss JJ, Moraes TA, Krohn N, Annunziata MG, Feil R, Alseekh S, Obata T, Fernie AR, Stitt M, Halliday KJ. Phytochromes control metabolic flux, and their action at the seedling stage determines adult plant biomass. J Exp Bot 2021; 72:3263-3278. [PMID: 33544130 DOI: 10.1093/jxb/erab038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 02/04/2021] [Indexed: 06/12/2023]
Abstract
Phytochrome photoreceptors are known to regulate plastic growth responses to vegetation shade. However, recent reports also suggest an important role for phytochromes in carbon resource management, metabolism, and growth. Here, we use 13CO2 labelling patterns in multiallele phy mutants to investigate the role of phytochrome in the control of metabolic fluxes. We also combine quantitative data of 13C incorporation into protein and cell wall polymers, gas exchange measurements, and system modelling to investigate why biomass is decreased in adult multiallele phy mutants. Phytochrome influences the synthesis of stress metabolites such as raffinose and proline, and the accumulation of sugars, possibly through regulating vacuolar sugar transport. Remarkably, despite their modified metabolism and vastly altered architecture, growth rates in adult phy mutants resemble those of wild-type plants. Our results point to delayed seedling growth and smaller cotyledon size as the cause of the adult-stage phy mutant biomass defect. Our data signify a role for phytochrome in metabolic stress physiology and carbon partitioning, and illustrate that phytochrome action at the seedling stage sets the trajectory for adult biomass production.
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Affiliation(s)
- Johanna Krahmer
- Institute of Molecular Plant Sciences, School of Biological Sciences, Daniel Rutherford Building, Max Born Crescent, Kings Buildings, University of Edinburgh, Edinburgh, UK
- Center for Integrative Genomics, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
| | - Ammad Abbas
- Institute of Molecular Plant Sciences, School of Biological Sciences, Daniel Rutherford Building, Max Born Crescent, Kings Buildings, University of Edinburgh, Edinburgh, UK
| | - Virginie Mengin
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam Golm, Germany
| | - Hirofumi Ishihara
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam Golm, Germany
| | - Andrés Romanowski
- Institute of Molecular Plant Sciences, School of Biological Sciences, Daniel Rutherford Building, Max Born Crescent, Kings Buildings, University of Edinburgh, Edinburgh, UK
| | - James J Furniss
- Institute of Molecular Plant Sciences, School of Biological Sciences, Daniel Rutherford Building, Max Born Crescent, Kings Buildings, University of Edinburgh, Edinburgh, UK
- Division of Genetics and Genomics, Roslin Institute, University of Edinburgh, Easter Bush, Edinburgh, UK
| | | | - Nicole Krohn
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam Golm, Germany
| | | | - Regina Feil
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam Golm, Germany
| | - Saleh Alseekh
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam Golm, Germany
| | - Toshihiro Obata
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam Golm, Germany
- Institute of Agriculture and Natural Resources, Department of Biochemistry, University of Nebraska, Lincoln, NE, USA
| | - Alisdair R Fernie
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam Golm, Germany
| | - Mark Stitt
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg, Potsdam Golm, Germany
| | - Karen J Halliday
- Institute of Molecular Plant Sciences, School of Biological Sciences, Daniel Rutherford Building, Max Born Crescent, Kings Buildings, University of Edinburgh, Edinburgh, UK
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Skelly MJ, Furniss JJ, Grey H, Wong KW, Spoel SH. Dynamic ubiquitination determines transcriptional activity of the plant immune coactivator NPR1. eLife 2019; 8:47005. [PMID: 31589140 PMCID: PMC6850887 DOI: 10.7554/elife.47005] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Accepted: 10/05/2019] [Indexed: 01/27/2023] Open
Abstract
Activation of systemic acquired resistance in plants is associated with transcriptome reprogramming induced by the unstable coactivator NPR1. Immune-induced ubiquitination and proteasomal degradation of NPR1 are thought to facilitate continuous delivery of active NPR1 to target promoters, thereby maximising gene expression. Because of this potentially costly sacrificial process, we investigated if ubiquitination of NPR1 plays transcriptional roles prior to its proteasomal turnover. Here we show ubiquitination of NPR1 is a progressive event in which initial modification by a Cullin-RING E3 ligase promotes its chromatin association and expression of target genes. Only when polyubiquitination of NPR1 is enhanced by the E4 ligase, UBE4, it is targeted for proteasomal degradation. Conversely, ubiquitin ligase activities are opposed by UBP6/7, two proteasome-associated deubiquitinases that enhance NPR1 longevity. Thus, immune-induced transcriptome reprogramming requires sequential actions of E3 and E4 ligases balanced by opposing deubiquitinases that fine-tune activity of NPR1 without strict requirement for its sacrificial turnover.
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Affiliation(s)
- Michael J Skelly
- Institute of Molecular Plant Sciences, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - James J Furniss
- Institute of Molecular Plant Sciences, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Heather Grey
- Institute of Molecular Plant Sciences, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Ka-Wing Wong
- Institute of Molecular Plant Sciences, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Steven H Spoel
- Institute of Molecular Plant Sciences, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
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Furniss JJ, Grey H, Wang Z, Nomoto M, Jackson L, Tada Y, Spoel SH. Proteasome-associated HECT-type ubiquitin ligase activity is required for plant immunity. PLoS Pathog 2018; 14:e1007447. [PMID: 30458055 PMCID: PMC6286022 DOI: 10.1371/journal.ppat.1007447] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Revised: 12/07/2018] [Accepted: 10/31/2018] [Indexed: 11/19/2022] Open
Abstract
Regulated degradation of proteins by the 26S proteasome plays important roles in maintenance and signalling in eukaryotic cells. Proteins are marked for degradation by the action of E3 ligases that site-specifically modify their substrates by adding chains of ubiquitin. Innate immune signalling in plants is deeply reliant on the ubiquitin-26S proteasome system. While progress has been made in understanding substrate ubiquitination during plant immunity, how these substrates are processed upon arrival at the proteasome remains unclear. Here we show that specific members of the HECT domain-containing family of ubiquitin protein ligases (UPL) play important roles in proteasomal substrate processing during plant immunity. Mutations in UPL1, UPL3 and UPL5 significantly diminished immune responses activated by the immune hormone salicylic acid (SA). In depth analyses of upl3 mutants indicated that these plants were impaired in reprogramming of nearly the entire SA-induced transcriptome and failed to establish immunity against a hemi-biotrophic pathogen. UPL3 was found to physically interact with the regulatory particle of the proteasome and with other ubiquitin-26S proteasome pathway components. In agreement, we demonstrate that UPL3 enabled proteasomes to form polyubiquitin chains, thereby regulating total cellular polyubiquitination levels. Taken together, our findings suggest that proteasome-associated ubiquitin ligase activity of UPL3 promotes proteasomal processivity and is indispensable for development of plant immunity.
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Affiliation(s)
- James J. Furniss
- School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Heather Grey
- School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Zhishuo Wang
- School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Mika Nomoto
- The Center for Gene Research, Division of Biological Science, Nagoya University, Nagoya, Japan
| | - Lorna Jackson
- School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Yasuomi Tada
- The Center for Gene Research, Division of Biological Science, Nagoya University, Nagoya, Japan
| | - Steven H. Spoel
- School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
- * E-mail:
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Furniss JJ, Spoel SH. Cullin-RING ubiquitin ligases in salicylic acid-mediated plant immune signaling. Front Plant Sci 2015; 6:154. [PMID: 25821454 PMCID: PMC4358073 DOI: 10.3389/fpls.2015.00154] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2014] [Accepted: 02/26/2015] [Indexed: 05/19/2023]
Abstract
Plant immune responses against biotrophic pathogens are regulated by the signaling hormone salicylic acid (SA). SA establishes immunity by regulating a variety of cellular processes, including programmed cell death (PCD) to isolate and kill invading pathogens, and development of systemic acquired resistance (SAR) which provides long-lasting, broad-spectrum resistance throughout the plant. Central to these processes is post-translational modification of SA-regulated signaling proteins by ubiquitination, i.e., the covalent addition of small ubiquitin proteins. Emerging evidence indicates SA-induced protein ubiquitination is largely orchestrated by Cullin-RING ligases (CRLs), which recruit specific substrates for ubiquitination using interchangeable adaptors. Ligation of ubiquitin chains interlinked at lysine 48 leads to substrate degradation by the 26S proteasome. Here we discuss how CRL-mediated degradation of both nucleotide-binding/leucine-rich repeat domain containing immune receptors and SA-induced transcription regulators are critical for functional PCD and SAR responses, respectively. By placing these recent findings in context of knowledge gained in other eukaryotic model species, we highlight potential alternative roles for processive ubiquitination in regulating the activity of SA-mediated immune responses.
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Affiliation(s)
| | - Steven H. Spoel
- *Correspondence: Steven H. Spoel, Institute of Molecular Plant Sciences, School of Biological Sciences, University of Edinburgh, Edinburgh EH9 3JR, UK
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