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Smyllie NJ, Koch AA, Adamson AD, Patton AP, Johnson A, Bagnall JS, Johnson O, Meng QJ, Loudon ASI, Hastings MH. Quantitative measures of clock protein dynamics in the mouse suprachiasmatic nucleus extends the circadian time-keeping model. EMBO J 2025:10.1038/s44318-025-00426-z. [PMID: 40247113 DOI: 10.1038/s44318-025-00426-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Revised: 02/26/2025] [Accepted: 03/03/2025] [Indexed: 04/19/2025] Open
Abstract
The suprachiasmatic nucleus (SCN) synchronises circadian rhythmicity (~24 h) across the body. The SCN cell-autonomous clock is modelled qualitatively as a transcriptional-translational feedback loop (TTFL), with heteromeric complexes of transcriptional activator and repressor proteins driving cyclical gene expression. How these proteins really behave within the SCN, individually and in relation to each other, is poorly understood. Imaging SCN slices from a novel array of knock-in reporter mice, we quantify the dynamic behaviours of combined repressors PERIOD2 (PER2) and CRYPTOCHROME1 (CRY1), and activator BMAL1. We reveal a spectrum of protein-specific intracellular and spatiotemporal behaviours that run counter to the qualitative TTFL model. We also show that PER and CRY1 exert independent actions on TTFL oscillations, and that their individual stabilities play a critical role in SCN circadian dynamics. These results reveal a rich and unanticipated complexity in the dynamic behaviours and functions of endogenous circadian proteins, prompting re-appraisal of current transcriptional-translational feedback loop models of the suprachiasmatic nucleus.
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Affiliation(s)
- Nicola J Smyllie
- Neurobiology Division, MRC Laboratory of Molecular Biology, Cambridge, UK.
| | - Alex A Koch
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Antony D Adamson
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Andrew P Patton
- Neurobiology Division, MRC Laboratory of Molecular Biology, Cambridge, UK
| | - Adam Johnson
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - James S Bagnall
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Olivia Johnson
- Neurobiology Division, MRC Laboratory of Molecular Biology, Cambridge, UK
| | - Qing-Jun Meng
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Andrew S I Loudon
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Michael H Hastings
- Neurobiology Division, MRC Laboratory of Molecular Biology, Cambridge, UK.
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2
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Squire HJ, Tomatz S, Wang JWT, González-Grandío E, Landry MP. Best Practices and Pitfalls in Developing Nanomaterial Delivery Tools for Plants. ACS NANO 2025; 19:7-12. [PMID: 39733396 DOI: 10.1021/acsnano.4c12116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2024]
Abstract
Numerous reports of nanomaterial-assisted delivery of DNA, RNA, and protein to plants for biotechnology applications emerged over the past decade. While the field has experienced rapid growth, best practices for developing and validating nanomaterial delivery tools for plants have not yet been established. Best practices are well-established for clinical/animal cell delivery experiments, yet plants pose a distinct challenge requiring separate considerations due to their unique tissue structures and cellular morphology. In this Perspective, we provide recommendations and highlight pitfalls in developing nanomaterial tools for delivery of "Central Dogma" cargos to plants. Given the ongoing interest in the field, this discussion will aid in improving the rigor of this nascent field toward practical applications of nanomaterial delivery tools.
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Affiliation(s)
- Henry J Squire
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
| | - Sophia Tomatz
- Department of Plant and Microbial Biology, University of California, Berkeley, Berkeley, California 94720, United States
| | - Jeffery Wei-Ting Wang
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
| | - Eduardo González-Grandío
- Centro Nacional de Biotecnología-CSIC, Plant Molecular Genetics Department, Universidad Autónoma de Madrid, 28049 Madrid, Spain
| | - Markita P Landry
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
- California Institute for Quantitative Biosciences, University of California, Berkeley, Berkeley, California 94720, United States
- Department of Neuroscience, University of California, Berkeley, Berkeley, California 94720, United States
- Chan Zuckerberg Biohub, San Francisco, California 94158, United States
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3
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Wilson S, Schwessinger B. A Wheat Protoplast Assay for Positive Effector Screening and Investigation of Host-Pathogen Interactions. Methods Mol Biol 2025; 2898:189-205. [PMID: 40198557 DOI: 10.1007/978-1-0716-4378-5_11] [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] [Indexed: 04/10/2025]
Abstract
Fungal pathogens present a severe risk to food systems; however, complex crop-microbe interactions are challenging to study using tools developed for model species. In particular, efficient screening and rapid assessment of microbial effectors is hindered by a lack of cloned resistance (R) genes and difficulty in validating large numbers of predicted effector candidates. This chapter describes a protocol for preparing wheat protoplasts to enable positive identification of host defense induction without overexpression of a cloned R gene, increasing the available pool of host resistance genes for screening. The assay uses polyethylene glycol (PEG)-calcium-mediated transient transfection to introduce candidate effector gene constructs into wheat protoplasts, with a defense-activated reporter for inducing a positive readout with internal normalization, indicating host recognition. This protocol provides a valuable tool for the study of host-pathogen interactions in wheat, contributing to improved resources for the development of disease-resistant crops and genome-informed pathogen surveillance.
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Affiliation(s)
- Salome Wilson
- Research School of Biology, Australian National University, Acton, ACT, Australia
| | - Benjamin Schwessinger
- Division of Plant Sciences, Research School of Biology, Australian National University, Acton, Australia.
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Wilson S, Dagvadorj B, Tam R, Murphy L, Schulz-Kroenert S, Heng N, Crean E, Greenwood J, Rathjen JP, Schwessinger B. Multiplexed effector screening for recognition by endogenous resistance genes using positive defense reporters in wheat protoplasts. THE NEW PHYTOLOGIST 2024; 241:2621-2636. [PMID: 38282212 DOI: 10.1111/nph.19555] [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: 08/02/2023] [Accepted: 01/05/2024] [Indexed: 01/30/2024]
Abstract
Plant resistance (R) and pathogen avirulence (Avr) gene interactions play a vital role in pathogen resistance. Efficient molecular screening tools for crops lack far behind their model organism counterparts, yet they are essential to rapidly identify agriculturally important molecular interactions that trigger host resistance. Here, we have developed a novel wheat protoplast assay that enables efficient screening of Avr/R interactions at scale. Our assay allows access to the extensive gene pool of phenotypically described R genes because it does not require the overexpression of cloned R genes. It is suitable for multiplexed Avr screening, with interactions tested in pools of up to 50 Avr candidates. We identified Avr/R-induced defense genes to create a promoter-luciferase reporter. Then, we combined this with a dual-color ratiometric reporter system that normalizes read-outs accounting for experimental variability and Avr/R-induced cell death. Moreover, we introduced a self-replicative plasmid reducing the amount of plasmid used in the assay. Our assay increases the throughput of Avr candidate screening, accelerating the study of cellular defense signaling and resistance gene identification in wheat. We anticipate that our assay will significantly accelerate Avr identification for many wheat pathogens, leading to improved genome-guided pathogen surveillance and breeding of disease-resistant crops.
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Affiliation(s)
- Salome Wilson
- Research School of Biology, The Australian National University, Canberra, ACT, 2601, Australia
| | - Bayantes Dagvadorj
- Research School of Biology, The Australian National University, Canberra, ACT, 2601, Australia
| | - Rita Tam
- Research School of Biology, The Australian National University, Canberra, ACT, 2601, Australia
| | - Lydia Murphy
- Research School of Biology, The Australian National University, Canberra, ACT, 2601, Australia
| | - Sven Schulz-Kroenert
- Research School of Biology, The Australian National University, Canberra, ACT, 2601, Australia
| | - Nigel Heng
- Research School of Biology, The Australian National University, Canberra, ACT, 2601, Australia
| | - Emma Crean
- Research School of Biology, The Australian National University, Canberra, ACT, 2601, Australia
| | - Julian Greenwood
- Research School of Biology, The Australian National University, Canberra, ACT, 2601, Australia
| | - John P Rathjen
- Research School of Biology, The Australian National University, Canberra, ACT, 2601, Australia
| | - Benjamin Schwessinger
- Research School of Biology, The Australian National University, Canberra, ACT, 2601, Australia
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5
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van Es SW, Muñoz-Gasca A, Romero-Campero FJ, González-Grandío E, de Los Reyes P, Tarancón C, van Dijk ADJ, van Esse W, Pascual-García A, Angenent GC, Immink RGH, Cubas P. A gene regulatory network critical for axillary bud dormancy directly controlled by Arabidopsis BRANCHED1. THE NEW PHYTOLOGIST 2024; 241:1193-1209. [PMID: 38009929 DOI: 10.1111/nph.19420] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 10/21/2023] [Indexed: 11/29/2023]
Abstract
The Arabidopsis thaliana transcription factor BRANCHED1 (BRC1) plays a pivotal role in the control of shoot branching as it integrates environmental and endogenous signals that influence axillary bud growth. Despite its remarkable activity as a growth inhibitor, the mechanisms by which BRC1 promotes bud dormancy are largely unknown. We determined the genome-wide BRC1 binding sites in vivo and combined these with transcriptomic data and gene co-expression analyses to identify bona fide BRC1 direct targets. Next, we integrated multi-omics data to infer the BRC1 gene regulatory network (GRN) and used graph theory techniques to find network motifs that control the GRN dynamics. We generated an open online tool to interrogate this network. A group of BRC1 target genes encoding transcription factors (BTFs) orchestrate this intricate transcriptional network enriched in abscisic acid-related components. Promoter::β-GLUCURONIDASE transgenic lines confirmed that BTFs are expressed in axillary buds. Transient co-expression assays and studies in planta using mutant lines validated the role of BTFs in modulating the GRN and promoting bud dormancy. This knowledge provides access to the developmental mechanisms that regulate shoot branching and helps identify candidate genes to use as tools to adapt plant architecture and crop production to ever-changing environmental conditions.
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Affiliation(s)
- Sam W van Es
- Bioscience, Wageningen Plant Research, Wageningen University & Research, 6708 PB, Wageningen, the Netherlands
- Laboratory of Molecular Biology, Wageningen University & Research, 6708 PB, Wageningen, the Netherlands
| | - Aitor Muñoz-Gasca
- Department of Plant Molecular Genetics, Centro Nacional de Biotecnología/Consejo Superior de Investigaciones Científicas, Campus Universidad Autónoma de Madrid, 28049, Madrid, Spain
| | - Francisco J Romero-Campero
- Institute for Plant Biochemistry and Photosynthesis, Universidad de Sevilla - Consejo Superior de Investigaciones Científicas, Ave. Américo Vespucio 49, 41092, Seville, Spain
- Department of Computer Science and Artificial Intelligence, Universidad de Sevilla, Ave. Reina Mercedes s/n, 41012, Seville, Spain
| | - Eduardo González-Grandío
- Department of Plant Molecular Genetics, Centro Nacional de Biotecnología/Consejo Superior de Investigaciones Científicas, Campus Universidad Autónoma de Madrid, 28049, Madrid, Spain
| | - Pedro de Los Reyes
- Institute for Plant Biochemistry and Photosynthesis, Universidad de Sevilla - Consejo Superior de Investigaciones Científicas, Ave. Américo Vespucio 49, 41092, Seville, Spain
| | - Carlos Tarancón
- Department of Plant Molecular Genetics, Centro Nacional de Biotecnología/Consejo Superior de Investigaciones Científicas, Campus Universidad Autónoma de Madrid, 28049, Madrid, Spain
| | - Aalt D J van Dijk
- Bioinformatics, Wageningen University & Research, 6708 PB, Wageningen, the Netherlands
| | - Wilma van Esse
- Bioscience, Wageningen Plant Research, Wageningen University & Research, 6708 PB, Wageningen, the Netherlands
- Laboratory of Molecular Biology, Wageningen University & Research, 6708 PB, Wageningen, the Netherlands
| | - Alberto Pascual-García
- Department of Systems Biology, Centro Nacional de Biotecnología/Consejo Superior de Investigaciones Científicas, Campus Universidad Autónoma de Madrid, 28049, Madrid, Spain
| | - Gerco C Angenent
- Bioscience, Wageningen Plant Research, Wageningen University & Research, 6708 PB, Wageningen, the Netherlands
- Laboratory of Molecular Biology, Wageningen University & Research, 6708 PB, Wageningen, the Netherlands
| | - Richard G H Immink
- Bioscience, Wageningen Plant Research, Wageningen University & Research, 6708 PB, Wageningen, the Netherlands
- Laboratory of Molecular Biology, Wageningen University & Research, 6708 PB, Wageningen, the Netherlands
| | - Pilar Cubas
- Department of Plant Molecular Genetics, Centro Nacional de Biotecnología/Consejo Superior de Investigaciones Científicas, Campus Universidad Autónoma de Madrid, 28049, Madrid, Spain
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Tian C, Zhang Y, Li J, Wang Y. Benchmarking Intrinsic Promoters and Terminators for Plant Synthetic Biology Research. BIODESIGN RESEARCH 2022; 2022:9834989. [PMID: 37850139 PMCID: PMC10521690 DOI: 10.34133/2022/9834989] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 05/11/2022] [Indexed: 10/19/2023] Open
Abstract
The emerging plant synthetic metabolic engineering has been exhibiting great promise to produce either value-added metabolites or therapeutic proteins. However, promoters for plant pathway engineering are generally selected empirically. The quantitative characterization of plant-based promoters is essential for optimal control of gene expression in plant chassis. Here, we used N. benthamiana leaves and BY2 suspension cells to quantitatively characterize a library of plant promoters by transient expression of firefly/Renilla luciferase. We validated the dual-luciferase reporter system by examining the correlation between reporter protein and mRNA levels. In addition, we investigated the effects of terminator-promoter combinations on gene expression and found that the combinations of promoters and terminators resulted in a 326-fold difference between the strongest and weakest performance, as reflected in reporter gene expression. As a proof of concept, we used the quantitatively characterized promoters to engineer the betalain pathway in N. benthamiana. Seven selected plant promoters with different expression strengths were used orthogonally to express CYP76AD1 and DODA, resulting in a final betalain production range of 6.0-362.4 μg/g fresh weight. Our systematic approach not only demonstrates the various intensities of multiple promoter sequences in N. benthamiana and BY2 cells but also adds to the toolbox of plant promoters for plant engineering.
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Affiliation(s)
- Chenfei Tian
- CAS-Key Laboratory of Synthetic Biology, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai 200032, China
- University of Chinese Academy of Sciences, Beijing 100039, China
| | - Yixin Zhang
- College of Life Science, Jilin Agricultural University, Changchun 130118, China
| | - Jianhua Li
- CAS-Key Laboratory of Synthetic Biology, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai 200032, China
| | - Yong Wang
- CAS-Key Laboratory of Synthetic Biology, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai 200032, China
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7
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Park J, Demirer GS, Cheung LS. Toolboxes for plant systems biology research. Curr Opin Biotechnol 2022; 75:102692. [PMID: 35144172 DOI: 10.1016/j.copbio.2022.102692] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 12/22/2021] [Accepted: 01/20/2022] [Indexed: 02/07/2023]
Abstract
The terms 'systems' and 'synthetic biology' are often used together, with most scientists striding between the two fields rather than adhering to a single side. Often too, scientists want to understand a system to inform the design of gene circuits that could endow it with new functions. However, this does not need to be the progression of research, as synthetic constructs can help improve our understanding of a system. Here, we review synthetic biology tool kits with the potential to overcome pleiotropic effects, compensatory mechanisms, and redundancy in plants. Combined with -omics techniques, these tools could reveal novel insights on plant growth and development, an aim that has gained renewed urgency given the impact of climate change on crop productivity.
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Affiliation(s)
- Jihyun Park
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Gozde S Demirer
- Department of Plant Biology and Genome Center, University of California Davis, Davis, CA 95616, USA; Department of Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Lily S Cheung
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA.
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