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Seyfferth C, Renema J, Wendrich JR, Eekhout T, Seurinck R, Vandamme N, Blob B, Saeys Y, Helariutta Y, Birnbaum KD, De Rybel B. Advances and Opportunities in Single-Cell Transcriptomics for Plant Research. ANNUAL REVIEW OF PLANT BIOLOGY 2021; 72:847-866. [PMID: 33730513 PMCID: PMC7611048 DOI: 10.1146/annurev-arplant-081720-010120] [Citation(s) in RCA: 74] [Impact Index Per Article: 24.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Single-cell approaches are quickly changing our view on biological systems by increasing the spatiotemporal resolution of our analyses to the level of the individual cell. The field of plant biology has fully embraced single-cell transcriptomics and is rapidly expanding the portfolio of available technologies and applications. In this review, we give an overview of the main advances in plant single-cell transcriptomics over the past few years and provide the reader with an accessible guideline covering all steps, from sample preparation to data analysis. We end by offering a glimpse of how these technologies will shape and accelerate plant-specific research in the near future.
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Affiliation(s)
- Carolin Seyfferth
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium;
- VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Jim Renema
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium;
- VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Jos R Wendrich
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium;
- VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Thomas Eekhout
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium;
- VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
| | - Ruth Seurinck
- Data Mining and Modeling for Biomedicine, VIB Center for Inflammation Research, 9052 Ghent, Belgium
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, 9000 Ghent, Belgium
| | - Niels Vandamme
- Data Mining and Modeling for Biomedicine, VIB Center for Inflammation Research, 9052 Ghent, Belgium
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, 9000 Ghent, Belgium
| | - Bernhard Blob
- The Sainsbury Laboratory, University of Cambridge, Cambridge CB2 1LR, United Kingdom
- Viikki Plant Science Centre, HiLIFE/Organismal and Evolutionary Biology Research Program, Institute of Biotechnology, Faculty of Biological and Environmental Sciences, University of Helsinki, 00014 Helsinki, Finland
| | - Yvan Saeys
- Data Mining and Modeling for Biomedicine, VIB Center for Inflammation Research, 9052 Ghent, Belgium
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, 9000 Ghent, Belgium
| | - Yrjo Helariutta
- The Sainsbury Laboratory, University of Cambridge, Cambridge CB2 1LR, United Kingdom
- Viikki Plant Science Centre, HiLIFE/Organismal and Evolutionary Biology Research Program, Institute of Biotechnology, Faculty of Biological and Environmental Sciences, University of Helsinki, 00014 Helsinki, Finland
| | - Kenneth D Birnbaum
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, NY 10003, USA;
| | - Bert De Rybel
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium;
- VIB Center for Plant Systems Biology, 9052 Ghent, Belgium
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Nishizawa-Yokoi A, Saika H, Hara N, Lee LY, Toki S, Gelvin SB. Agrobacterium T-DNA integration in somatic cells does not require the activity of DNA polymerase θ. THE NEW PHYTOLOGIST 2021; 229:2859-2872. [PMID: 33105034 DOI: 10.1111/nph.17032] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 10/12/2020] [Indexed: 06/11/2023]
Abstract
Integration of Agrobacterium tumefaciens transferred DNA (T-DNA) into the plant genome is the last step required for stable plant genetic transformation. The mechanism of T-DNA integration remains controversial, although scientists have proposed the participation of various nonhomologous end-joining (NHEJ) pathways. Recent evidence suggests that in Arabidopsis, DNA polymerase θ (PolQ) may be a crucial enzyme involved in T-DNA integration. We conducted quantitative transformation assays of wild-type and polQ mutant Arabidopsis and rice, analyzed T-DNA/plant DNA junction sequences, and (for Arabidopsis) measured the amount of integrated T-DNA in mutant and wild-type tissue. Unexpectedly, we were able to generate stable transformants of all tested lines, although the transformation frequency of polQ mutants was c. 20% that of wild-type plants. T-DNA/plant DNA junctions from these transformed rice and Arabidopsis polQ mutants closely resembled those from wild-type plants, indicating that loss of PolQ activity does not alter the characteristics of T-DNA integration events. polQ mutant plants show growth and developmental defects, perhaps explaining previous unsuccessful attempts at their stable transformation. We suggest that either multiple redundant pathways function in T-DNA integration, and/or that integration requires some yet unknown pathway.
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Affiliation(s)
- Ayako Nishizawa-Yokoi
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 1-2 Owashi, Tsukuba, 305-8634, Japan
- Japan Science and Technology Agency (JST), Precursory Research for Embryonic Science and Technology (PRESTO), 4-1-8 Honcho, Kawaguchi, Saitama, 332-0012, Japan
| | - Hiroaki Saika
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 1-2 Owashi, Tsukuba, 305-8634, Japan
| | - Naho Hara
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 1-2 Owashi, Tsukuba, 305-8634, Japan
| | - Lan-Ying Lee
- Department of Biological Sciences, Purdue University, West Lafayette, IN, 47907-1392, USA
| | - Seiichi Toki
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 1-2 Owashi, Tsukuba, 305-8634, Japan
- Kihara Institute for Biological Research, Yokohama City University, 641-12, Maioka-cho, Yokohama, 244-0813, Japan
| | - Stanton B Gelvin
- Department of Biological Sciences, Purdue University, West Lafayette, IN, 47907-1392, USA
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Ectopic expression of mutated type 2C protein phosphatase OsABI-LIKE2 decreases abscisic acid sensitivity in Arabidopsis and rice. Sci Rep 2018; 8:12320. [PMID: 30120350 PMCID: PMC6097999 DOI: 10.1038/s41598-018-30866-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Accepted: 08/06/2018] [Indexed: 12/02/2022] Open
Abstract
Abscisic acid (ABA) is a phytohormone that is necessary for stress adaptation. Recent studies have reported that attenuated levels of ABA improved grain yield and seedling growth under low temperature in cereals. To improve plant growth under low temperature, we attempted to generate ABA-insensitive transgenic rice by expressing a clade A type 2C protein phosphatase (OsPP2C), OsABIL2, with or without the mutation equivalent to the Arabidopsis abi1-1 mutation. A yeast two-hybrid assay revealed that the interaction between OsABIL2 and a putative rice ABA receptor, OsPYL1, was ABA-dependent, and the interaction was lost with amino acid substitution from glycine to aspartic acid at the 183rd amino acid of the OsABIL2 protein, corresponding to abi1-1 mutation. The constitutive expression of OsABIL2 or OsABIL2G183D in Arabidopsis or rice decreased ABA sensitivity to differing degrees. Moreover, the transgenic rice expressing OsABIL2G183D exhibited improved seedling growth under low temperature, although the transgenic lines showed unfavorable traits, such as viviparous germination and elongated internodes. These results indicated that the introduction of abi1-1 type dominant mutation was also effective in OsABIL2 at decreasing ABA sensitivity in plants, and the attenuation of ABA sensitivity could be an alternative parameter to improve rice performance under low temperatures.
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Chujo T, Yoshikawa M, Ariga H, Endo M, Toki S, Ishibashi K. A removable virus vector suitable for plant genome editing. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2017; 91:558-561. [PMID: 28430402 DOI: 10.1111/tpj.13581] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2017] [Revised: 04/11/2017] [Accepted: 04/18/2017] [Indexed: 06/07/2023]
Abstract
Plant genome editing is achieved by the expression of sequence-specific nucleases (SSNs). RNA virus vector-mediated expression of SSNs is a promising approach for transgene integration-free targeted mutagenesis in plants. However, the removal of virus vectors from infected plants is challenging because no antiviral drugs are available against plant viruses. Here, we developed a removable RNA virus vector that carries the target site of tobacco microRNA398 (miR398) whose expression is induced during shoot regeneration. In the inoculated leaves in which expression of miR398 is not induced, insertion of the miR398 target site did not affect the practicability of the virus vector. When shoots were regenerated from the infected leaves, miR398 was expressed and viral RNA was eliminated. The virus vector successfully expressed SSNs in inoculated leaves, from which virus-free genome-edited plants were regenerated via tissue culture.
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Affiliation(s)
- Tetsuya Chujo
- Plant and Microbial Research Unit, Division of Plant and Microbial Sciences, Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan
| | - Manabu Yoshikawa
- Plant and Microbial Research Unit, Division of Plant and Microbial Sciences, Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan
| | - Hirotaka Ariga
- Plant and Microbial Research Unit, Division of Plant and Microbial Sciences, Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan
| | - Masaki Endo
- Plant Genome Engineering Research Unit, Division of Applied Genetics, Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan
| | - Seiichi Toki
- Plant Genome Engineering Research Unit, Division of Applied Genetics, Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan
- Graduate School of Nanobioscience, Yokohama City University, 22-2 Seto, Yokohama, Kanagawa, 236 0027, Japan
- Kihara Institute for Biological Research, Yokohama City University, 641-12 Maioka-cho, Yokohama, Kanagawa, 244-0813, Japan
| | - Kazuhiro Ishibashi
- Plant and Microbial Research Unit, Division of Plant and Microbial Sciences, Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan
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Osakabe K, Nishizawa-Yokoi A, Ohtsuki N, Osakabe Y, Toki S. A mutated cytosine deaminase gene, codA (D314A), as an efficient negative selection marker for gene targeting in rice. PLANT & CELL PHYSIOLOGY 2014; 55:658-65. [PMID: 24371307 DOI: 10.1093/pcp/pct183] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Gene targeting (GT) is a powerful tool manipulating a gene of interest in a given genome specifically and precisely. To achieve efficient GT in higher plants, both positive and negative selection markers are required. In particular, a strong negative selection system is needed for enrichment of cells to eliminate those cells in which random integration of the introduced DNA has occurred in GT experiments. Currently, non-conditional negative selection marker genes are used for GT experiments in rice plants, and no conditional negative selection system is available. In this study, we describe the development of an efficient conditional negative selection system in rice plants using Escherichia coli cytosine deaminase (codA). We found that a mutant codA gene, codA(D314A), acts more efficiently than the wild-type codA for negative selection in rice plants. The codA(D314A) marker was further used as a negative selection marker for GT experiments in rice. Our conditional negative selection system effectively eliminated the cells in which random integration event(s) occurred; the enrichment factor was approximately 100-fold. This enrichment factor was similar to that found when Corynebacterium diphtheriae toxin fragment A was used. Our results suggest the codA(D314A) marker gene as a promising negative selection marker for GT of rice.
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Affiliation(s)
- Keishi Osakabe
- Plant Genome Engineering Research Unit, Agrogenomics Research Center, National Institute of Agrobiological Sciences, 2-1-2 Kannondai, Tsukuba, Ibaraki 305-8602, Japan
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Nishizawa-Yokoi A, Endo M, Osakabe K, Saika H, Toki S. Precise marker excision system using an animal-derived piggyBac transposon in plants. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2014; 77:454-63. [PMID: 24164672 PMCID: PMC4282535 DOI: 10.1111/tpj.12367] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Revised: 10/17/2013] [Accepted: 10/22/2013] [Indexed: 05/04/2023]
Abstract
Accurate and effective positive marker excision is indispensable for the introduction of desired mutations into the plant genome via gene targeting (GT) using a positive/negative counter selection system. In mammals, the moth-derived piggyBac transposon system has been exploited successfully to eliminate a selectable marker from a GT locus without leaving a footprint. Here, we present evidence that the piggyBac transposon also functions in plant cells. To demonstrate the use of the piggyBac transposon for effective marker excision in plants, we designed a transposition assay system that allows the piggyBac transposition to be visualized as emerald luciferase (Eluc) luminescence in rice cells. The Eluc signal derived from piggyBac excision was observed in hyperactive piggyBac transposase-expressing rice calli. Polymerase chain reaction, Southern blot analyses and sequencing revealed the efficient and precise transposition of piggyBac in these calli. Furthermore, we have demonstrated the excision of a selection marker from a reporter locus in T0 plants without concomitant re-integration of the transposon and at a high frequency (44.0% of excision events), even in the absence of negative selection.
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Affiliation(s)
- Ayako Nishizawa-Yokoi
- Plant Genome Engineering Research Unit, National Institute of Agrobiological Sciences2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan
| | - Masaki Endo
- Plant Genome Engineering Research Unit, National Institute of Agrobiological Sciences2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan
| | - Keishi Osakabe
- Plant Genome Engineering Research Unit, National Institute of Agrobiological Sciences2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan
- †Present address: Center for Collaboration among Agriculture, Industry and Commerce, University of Tokushima, 2-24 Shinkura-cho, Tokushima-city, Tokushima 770-8501, Japan
| | - Hiroaki Saika
- Plant Genome Engineering Research Unit, National Institute of Agrobiological Sciences2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan
| | - Seiichi Toki
- Plant Genome Engineering Research Unit, National Institute of Agrobiological Sciences2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8602, Japan
- Kihara Institute for Biological Research, Yokohama City University641-12 Maioka-cho, Yokohama, 244-0813, Japan
- *For correspondence (e-mail )
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Saika H, Nishizawa-Yokoi A, Toki S. The non-homologous end-joining pathway is involved in stable transformation in rice. FRONTIERS IN PLANT SCIENCE 2014; 5:560. [PMID: 25368624 PMCID: PMC4201092 DOI: 10.3389/fpls.2014.00560] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2014] [Accepted: 09/29/2014] [Indexed: 05/20/2023]
Abstract
Stable transformation with T-DNA needs the coordinated activities of many proteins derived from both host plant cells and Agrobacterium. In dicot plants, including Arabidopsis, it has been suggested that non-homologous end-joining (NHEJ)-one of the main DNA double-strand break repair pathways-is involved in the T-DNA integration step that is crucial to stable transformation. However, how this pathway is involved remains unclear as results with NHEJ mutants in Arabidopsis have given inconsistent results. Recently, a system for visualization of stable expression of genes located on T-DNA has been established in rice callus. Stable expression was shown to be reduced significantly in NHEJ knock-down rice calli, suggesting strongly that NHEJ is involved in Agrobacterium-mediated stable transformation in rice. Since rice transformation is now efficient and reproducible, rice is a good model plant in which to elucidate the molecular mechanisms of T-DNA integration.
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Affiliation(s)
- Hiroaki Saika
- Plant Genome Engineering Research Unit, Agrogenomics Research Center, National Institute of Agrobiological SciencesTsukuba, Japan
- *Correspondence: Hiroaki Saika, Plant Genome Engineering Research Unit, Agrogenomics Research Center, National Institute of Agrobiological Sciences, 2-1-2 Kannondai, Tsukuba, Ibaraki 305-8602, Japan e-mail:
| | - Ayako Nishizawa-Yokoi
- Plant Genome Engineering Research Unit, Agrogenomics Research Center, National Institute of Agrobiological SciencesTsukuba, Japan
| | - Seiichi Toki
- Plant Genome Engineering Research Unit, Agrogenomics Research Center, National Institute of Agrobiological SciencesTsukuba, Japan
- Kihara Institute for Biological Research, Yokohama City UniversityYokohama, Japan
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Fladung M, Hoenicka H, Raj Ahuja M. Genomic stability and long-term transgene expression in poplar. Transgenic Res 2013; 22:1167-78. [DOI: 10.1007/s11248-013-9719-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2013] [Accepted: 05/29/2013] [Indexed: 10/26/2022]
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