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D’Atri V, Lardeux H, Goyon A, Imiołek M, Fekete S, Lauber M, Zhang K, Guillarme D. Optimizing Messenger RNA Analysis Using Ultra-Wide Pore Size Exclusion Chromatography Columns. Int J Mol Sci 2024; 25:6254. [PMID: 38892442 PMCID: PMC11172508 DOI: 10.3390/ijms25116254] [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: 05/03/2024] [Revised: 06/04/2024] [Accepted: 06/05/2024] [Indexed: 06/21/2024] Open
Abstract
Biopharmaceutical products, in particular messenger ribonucleic acid (mRNA), have the potential to dramatically improve the quality of life for patients suffering from respiratory and infectious diseases, rare genetic disorders, and cancer. However, the quality and safety of such products are particularly critical for patients and require close scrutiny. Key product-related impurities, such as fragments and aggregates, among others, can significantly reduce the efficacy of mRNA therapies. In the present work, the possibilities offered by size exclusion chromatography (SEC) for the characterization of mRNA samples were explored using state-of-the-art ultra-wide pore columns with average pore diameters of 1000 and 2500 Å. Our investigation shows that a column with 1000 Å pores proved to be optimal for the analysis of mRNA products, whatever the size between 500 and 5000 nucleotides (nt). We also studied the influence of mobile phase composition and found that the addition of 10 mM magnesium chloride (MgCl2) can be beneficial in improving the resolution and recovery of large size variants for some mRNA samples. We demonstrate that caution should be exercised when increasing column length or decreasing the flow rate. While these adjustments slightly improve resolution, they also lead to an apparent increase in the amount of low-molecular-weight species (LMWS) and monomer peak tailing, which can be attributed to the prolonged residence time inside the column. Finally, our optimal SEC method has been successfully applied to a wide range of mRNA products, ranging from 1000 to 4500 nt in length, as well as mRNA from different suppliers and stressed/unstressed samples.
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Affiliation(s)
- Valentina D’Atri
- School of Pharmaceutical Sciences, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland; (V.D.); (H.L.)
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland
| | - Honorine Lardeux
- School of Pharmaceutical Sciences, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland; (V.D.); (H.L.)
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland
| | - Alexandre Goyon
- Synthetic Molecule Analytical Chemistry, Genentech Inc., 1 DNA Way, South San Francisco, CA 94080, USA; (A.G.); (K.Z.)
| | - Mateusz Imiołek
- Waters Corporation, 1211 Geneva, Switzerland; (M.I.); (S.F.)
| | - Szabolcs Fekete
- Waters Corporation, 1211 Geneva, Switzerland; (M.I.); (S.F.)
| | | | - Kelly Zhang
- Synthetic Molecule Analytical Chemistry, Genentech Inc., 1 DNA Way, South San Francisco, CA 94080, USA; (A.G.); (K.Z.)
| | - Davy Guillarme
- School of Pharmaceutical Sciences, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland; (V.D.); (H.L.)
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland
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2
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Kurotani KI, Hirakawa H, Shirasawa K, Tanizawa Y, Nakamura Y, Isobe S, Notaguchi M. Genome Sequence and Analysis of Nicotiana benthamiana, the Model Plant for Interactions between Organisms. PLANT & CELL PHYSIOLOGY 2023; 64:248-257. [PMID: 36755428 PMCID: PMC9977260 DOI: 10.1093/pcp/pcac168] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 10/28/2022] [Accepted: 12/07/2022] [Indexed: 06/18/2023]
Abstract
Nicotiana benthamiana is widely used as a model plant for dicotyledonous angiosperms. In fact, the strains used in research are highly susceptible to a wide range of viruses. Accordingly, these strains are subject to plant pathology and plant-microbe interactions. In terms of plant-plant interactions, N. benthamiana is one of the plants that exhibit grafting affinity with plants from different families. Thus, N. benthamiana is a good model for plant biology and has been the subject of genome sequencing analyses for many years. However, N. benthamiana has a complex allopolyploid genome, and its previous reference genome is fragmented into 141,000 scaffolds. As a result, molecular genetic analysis is difficult to perform. To improve this effort, de novo whole-genome assembly was performed in N. benthamiana with Hifi reads, and 1,668 contigs were generated with a total length of 3.1 Gb. The 21 longest scaffolds, regarded as pseudomolecules, contained a 2.8-Gb sequence, occupying 95.6% of the assembled genome. A total of 57,583 high-confidence gene sequences were predicted. Based on a comparison of the genome structures between N. benthamiana and N. tabacum, N. benthamiana was found to have more complex chromosomal rearrangements, reflecting the age of interspecific hybridization. To verify the accuracy of the annotations, the cell wall modification genes involved in grafting were analyzed, which revealed not only the previously indeterminate untranslated region, intron and open reading frame sequences but also the genomic locations of their family genes. Owing to improved genome assembly and annotation, N. benthamiana would increasingly be more widely accessible.
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Affiliation(s)
- Ken-ichi Kurotani
- Bioscience and Biotechnology Center, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8601 Japan
| | - Hideki Hirakawa
- Department of Frontier Research and Development, Kazusa DNA Research Institute, 2-6-7 Kazusa-kamatari, Kisarazu, Chiba, 292-0818 Japan
| | - Kenta Shirasawa
- Department of Frontier Research and Development, Kazusa DNA Research Institute, 2-6-7 Kazusa-kamatari, Kisarazu, Chiba, 292-0818 Japan
| | - Yasuhiro Tanizawa
- Research Organization of Information and Systems, National Institute of Genetics, Yata, Mishima, 411-8540 Japan
| | - Yasukazu Nakamura
- Research Organization of Information and Systems, National Institute of Genetics, Yata, Mishima, 411-8540 Japan
| | - Sachiko Isobe
- *Corresponding authors: Sachiko Isobe, E-mail, ; Michitaka Notaguchi, E-mail,
| | - Michitaka Notaguchi
- *Corresponding authors: Sachiko Isobe, E-mail, ; Michitaka Notaguchi, E-mail,
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3
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Nakayama H, Ichihashi Y, Kimura S. Diversity of tomato leaf form provides novel insights into breeding. BREEDING SCIENCE 2023; 73:76-85. [PMID: 37168814 PMCID: PMC10165341 DOI: 10.1270/jsbbs.22061] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 08/29/2022] [Indexed: 05/13/2023]
Abstract
Tomato (Solanum lycopersicum L.) is cultivated widely globally. The crop exhibits tremendous morphological variations because of its long breeding history. Apart from the commercial tomato varieties, wild species and heirlooms are grown in certain regions of the world. Since the fruit constitutes the edible part, much of the agronomical research is focused on it. However, recent studies have indicated that leaf morphology influences fruit quality. As leaves are specialized photosynthetic organs and the vascular systems transport the photosynthetic products to sink organs, the architectural characteristics of the leaves have a strong influence on the final fruit quality. Therefore, comprehensive research focusing on both the fruit and leaf morphology is required for further tomato breeding. This review summarizes an overview of knowledge of the basic tomato leaf development, morphological diversification, and molecular mechanisms behind them and emphasizes its importance in breeding. Finally, we discuss how these findings and knowledge can be applied to future tomato breeding.
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Affiliation(s)
- Hokuto Nakayama
- Graduate School of Science, Department of Biological Sciences, The University of Tokyo, Science Build. #2, 7-3-1 Hongo, Bunkyo-Ku, Tokyo 113-0033, Japan
- Department of Plant Biology, University of California Davis, One Shields Avenue, Davis, CA 95616, U.S.A.
- Corresponding author (e-mail: )
| | | | - Seisuke Kimura
- Faculty of Life Sciences, Kyoto Sangyo University, Kamigamo-motoyama, Kita-Ku, Kyoto 603-8555, Japan
- Center for Plant Sciences, Kyoto Sangyo University, Kamigamo-motoyama, Kita-Ku, Kyoto 603-8555, Japan
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4
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Takagi M, Hotamori K, Naito K, Matsukawa S, Egusa M, Nishizawa Y, Kanno Y, Seo M, Ifuku S, Mine A, Kaminaka H. Chitin-induced systemic disease resistance in rice requires both OsCERK1 and OsCEBiP and is mediated via perturbation of cell-wall biogenesis in leaves. FRONTIERS IN PLANT SCIENCE 2022; 13:1064628. [PMID: 36518504 PMCID: PMC9742455 DOI: 10.3389/fpls.2022.1064628] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Accepted: 11/09/2022] [Indexed: 06/17/2023]
Abstract
Chitin is a well-known elicitor of disease resistance and its recognition by plants is crucial to perceive fungal infections. Chitin can induce both a local immune response and a systemic disease resistance when provided as a supplement in soils. Unlike local immune responses, it is poorly explored how chitin-induced systemic disease resistance is developed. In this study, we report the systemic induction of disease resistance against the fungal pathogen Bipolaris oryzae by chitin supplementation of soils in rice. The transcriptome analysis uncovered genes related to cell-wall biogenesis, cytokinin signaling, regulation of phosphorylation, and defence priming in the development of chitin-induced systemic response. Alterations of cell-wall composition were observed in leaves of rice plants grown in chitin-supplemented soils, and the disease resistance against B. oryzae was increased in rice leaves treated with a cellulose biosynthesis inhibitor. The disruption of genes for lysin motif (LysM)-containing chitin receptors, OsCERK1 (Chitin elicitor receptor kinase 1) and OsCEBiP (Chitin elicitor-binding protein), compromised chitin-induced systemic disease resistance against B. oryzae and differential expression of chitin-induced genes found in wild-type rice plants. These findings suggest that chitin-induced systemic disease resistance in rice is caused by a perturbation of cell-wall biogenesis in leaves through long-distance signalling after local recognition of chitins by OsCERK1 and OsCEBiP.
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Affiliation(s)
- Momoko Takagi
- Faculty of Agriculture, Tottori University, Tottori, Japan
| | - Kei Hotamori
- Faculty of Agriculture, Tottori University, Tottori, Japan
| | - Keigo Naito
- Department of Agricultural Science, Graduate School of Sustainability Science, Tottori University, Tottori, Japan
| | - Sumire Matsukawa
- Department of Agricultural Science, Graduate School of Sustainability Science, Tottori University, Tottori, Japan
| | - Mayumi Egusa
- Faculty of Agriculture, Tottori University, Tottori, Japan
| | - Yoko Nishizawa
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, Tsukuba, Japan
| | - Yuri Kanno
- RIKEN Center for Sustainable Resource Science, Yokohama, Japan
| | - Mitsunori Seo
- RIKEN Center for Sustainable Resource Science, Yokohama, Japan
| | - Shinsuke Ifuku
- Graduate School of Engineering, Tottori University, Tottori, Japan
- Unused Bioresource Utilization Center, Tottori University, Tottori, Japan
| | - Akira Mine
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
- PRESTO, Japan Science and Technology Agency, Kawaguchi, Japan
| | - Hironori Kaminaka
- Faculty of Agriculture, Tottori University, Tottori, Japan
- Unused Bioresource Utilization Center, Tottori University, Tottori, Japan
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5
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Kumaishi K, Usui E, Suzuki K, Kobori S, Sato T, Toda Y, Takanashi H, Shinozaki S, Noda M, Takakura A, Matsumoto K, Yamasaki Y, Tsujimoto H, Iwata H, Ichihashi Y. High throughput method of 16S rRNA gene sequencing library preparation for plant root microbial community profiling. Sci Rep 2022; 12:19289. [PMID: 36369356 PMCID: PMC9652414 DOI: 10.1038/s41598-022-23943-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 11/08/2022] [Indexed: 11/13/2022] Open
Abstract
Microbiota are a major component of agroecosystems. Root microbiota, which inhabit the inside and surface of plant roots, play a significant role in plant growth and health. As next-generation sequencing technology allows the capture of microbial profiles without culturing the microbes, profiling of plant microbiota has become a staple tool in plant science and agriculture. Here, we have increased sample handling efficiency in a two-step PCR amplification protocol for 16S rRNA gene sequencing of plant root microbiota, improving DNA extraction using AMPure XP magnetic beads and PCR purification using exonuclease. These modifications reduce sample handling and capture microbial diversity comparable to that obtained by the manual method. We found a buffer with AMPure XP magnetic beads enabled efficient extraction of microbial DNA directly from plant roots. We also demonstrated that purification using exonuclease before the second PCR step enabled the capture of higher degrees of microbial diversity, thus allowing for the detection of minor bacteria compared with the purification using magnetic beads in this step. In addition, our method generated comparable microbiome profile data in plant roots and soils to that of using common commercially available DNA extraction kits, such as DNeasy PowerSoil Pro Kit and FastDNA SPIN Kit for Soil. Our method offers a simple and high-throughput option for maintaining the quality of plant root microbial community profiling.
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Affiliation(s)
- Kie Kumaishi
- grid.509462.cRIKEN BioResource Research Center, Tsukuba, Ibaraki 305-0074 Japan
| | - Erika Usui
- grid.509462.cRIKEN BioResource Research Center, Tsukuba, Ibaraki 305-0074 Japan
| | - Kenta Suzuki
- grid.509462.cRIKEN BioResource Research Center, Tsukuba, Ibaraki 305-0074 Japan
| | - Shungo Kobori
- grid.509462.cRIKEN BioResource Research Center, Tsukuba, Ibaraki 305-0074 Japan
| | - Takumi Sato
- grid.509462.cRIKEN BioResource Research Center, Tsukuba, Ibaraki 305-0074 Japan
| | - Yusuke Toda
- grid.26999.3d0000 0001 2151 536XGraduate School of Agricultural and Life Sciences, The University of Tokyo, Bunkyo, Tokyo, 113-8657 Japan
| | - Hideki Takanashi
- grid.26999.3d0000 0001 2151 536XGraduate School of Agricultural and Life Sciences, The University of Tokyo, Bunkyo, Tokyo, 113-8657 Japan
| | - Satoshi Shinozaki
- MAYEKAWA Research Institute Co., LTD, Koto-Ku, Tokyo, 135-8482 Japan
| | - Munehiro Noda
- MAYEKAWA Research Institute Co., LTD, Koto-Ku, Tokyo, 135-8482 Japan
| | - Akiko Takakura
- MAYEKAWA Research Institute Co., LTD, Koto-Ku, Tokyo, 135-8482 Japan
| | - Kayoko Matsumoto
- MAYEKAWA Research Institute Co., LTD, Koto-Ku, Tokyo, 135-8482 Japan
| | - Yuji Yamasaki
- grid.265107.70000 0001 0663 5064Arid Land Research Center, Tottori University, Tottori, 680-0001 Japan
| | - Hisashi Tsujimoto
- grid.265107.70000 0001 0663 5064Arid Land Research Center, Tottori University, Tottori, 680-0001 Japan
| | - Hiroyoshi Iwata
- grid.26999.3d0000 0001 2151 536XGraduate School of Agricultural and Life Sciences, The University of Tokyo, Bunkyo, Tokyo, 113-8657 Japan
| | - Yasunori Ichihashi
- grid.509462.cRIKEN BioResource Research Center, Tsukuba, Ibaraki 305-0074 Japan
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6
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Duan Q, Hu T, Zhu Q, Jin X, Chi F, Chen X. How far are the new wave of mRNA drugs from us? mRNA product current perspective and future development. Front Immunol 2022; 13:974433. [PMID: 36172353 PMCID: PMC9510989 DOI: 10.3389/fimmu.2022.974433] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 08/24/2022] [Indexed: 11/13/2022] Open
Abstract
mRNA products are therapies that are regulated from the post-transcriptional, pre-translational stage of a gene and act upstream of protein synthesis. Compared with traditional small molecule drugs and antibody drugs, mRNA drugs had the advantages of simple design, short development cycle, strong target specificity, wide therapeutic field, and long-lasting effect. mRNA drugs were now widely used in the treatment of genetic diseases, tumors, and viral infections, and are expected to become the third major class of drugs after small molecule drugs and antibody drugs. The delivery system technology was the key to ensuring the efficacy and safety of mRNA drugs, which plays an important role in protecting RNA structure, enhancing targeting ability, reducing the dose of drug delivery, and reducing toxic side effects. Lipid nanoparticles (LNP) were the most common delivery system for mRNA drugs. In recent years, mRNA drugs have seen rapid development, with the number of drugs on the market increasing each year. The success of commercializing mRNA vaccines has driven a wave of nucleic acid drug development. mRNA drugs were clinically used in genetic diseases, oncology, and infectious diseases worldwide, while domestic mRNA clinical development was focused on COVID-19 vaccines, with more scope for future indication expansion.
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7
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Ayukawa Y, Asai S, Gan P, Tsushima A, Ichihashi Y, Shibata A, Komatsu K, Houterman PM, Rep M, Shirasu K, Arie T. A pair of effectors encoded on a conditionally dispensable chromosome of Fusarium oxysporum suppress host-specific immunity. Commun Biol 2021; 4:707. [PMID: 34108627 PMCID: PMC8190069 DOI: 10.1038/s42003-021-02245-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 05/18/2021] [Indexed: 11/29/2022] Open
Abstract
Many plant pathogenic fungi contain conditionally dispensable (CD) chromosomes that are associated with virulence, but not growth in vitro. Virulence-associated CD chromosomes carry genes encoding effectors and/or host-specific toxin biosynthesis enzymes that may contribute to determining host specificity. Fusarium oxysporum causes devastating diseases of more than 100 plant species. Among a large number of host-specific forms, F. oxysporum f. sp. conglutinans (Focn) can infect Brassicaceae plants including Arabidopsis (Arabidopsis thaliana) and cabbage. Here we show that Focn has multiple CD chromosomes. We identified specific CD chromosomes that are required for virulence on Arabidopsis, cabbage, or both, and describe a pair of effectors encoded on one of the CD chromosomes that is required for suppression of Arabidopsis-specific phytoalexin-based immunity. The effector pair is highly conserved in F. oxysporum isolates capable of infecting Arabidopsis, but not of other plants. This study provides insight into how host specificity of F. oxysporum may be determined by a pair of effector genes on a transmissible CD chromosome. Yu Ayukawa, Shuta Asai, et al. report the genome sequence of a Fusarium oxysporum isolate and demonstrate that it contains different conditionally dispensable chromosomes which are important to confer virulence on specific hosts, like Arabidopsis thaliana or cabbage. Altogether, these results provide further insight into the mechanisms underlying F. oxysporum pathogenicity.
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Affiliation(s)
- Yu Ayukawa
- Center for Sustainable Resource Science, RIKEN, Yokohama, Kanagawa, Japan.,Laboratory of Plant Pathology, Graduate School of Agriculture, Tokyo University of Agriculture and Technology (TUAT), Fuchu, Tokyo, Japan
| | - Shuta Asai
- Center for Sustainable Resource Science, RIKEN, Yokohama, Kanagawa, Japan. .,PRESTO, Japan Science and Technology Agency, Kawaguchi, Saitama, Japan.
| | - Pamela Gan
- Center for Sustainable Resource Science, RIKEN, Yokohama, Kanagawa, Japan
| | - Ayako Tsushima
- Center for Sustainable Resource Science, RIKEN, Yokohama, Kanagawa, Japan.,John Innes Centre, Norwich, UK
| | - Yasunori Ichihashi
- Center for Sustainable Resource Science, RIKEN, Yokohama, Kanagawa, Japan.,RIKEN BioResource Research Center, Tsukuba, Ibaraki, Japan
| | - Arisa Shibata
- Center for Sustainable Resource Science, RIKEN, Yokohama, Kanagawa, Japan
| | - Ken Komatsu
- Laboratory of Plant Pathology, Graduate School of Agriculture, Tokyo University of Agriculture and Technology (TUAT), Fuchu, Tokyo, Japan
| | - Petra M Houterman
- Molecular Plant Pathology, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Martijn Rep
- Molecular Plant Pathology, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Ken Shirasu
- Center for Sustainable Resource Science, RIKEN, Yokohama, Kanagawa, Japan
| | - Tsutomu Arie
- Laboratory of Plant Pathology, Graduate School of Agriculture, Tokyo University of Agriculture and Technology (TUAT), Fuchu, Tokyo, Japan.
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8
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Notaguchi M, Kurotani KI, Sato Y, Tabata R, Kawakatsu Y, Okayasu K, Sawai Y, Okada R, Asahina M, Ichihashi Y, Shirasu K, Suzuki T, Niwa M, Higashiyama T. Cell-cell adhesion in plant grafting is facilitated by β-1,4-glucanases. Science 2020; 369:698-702. [PMID: 32764072 DOI: 10.1126/science.abc3710] [Citation(s) in RCA: 78] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Accepted: 06/12/2020] [Indexed: 01/03/2023]
Abstract
Plant grafting is conducted for fruit and vegetable propagation, whereby a piece of living tissue is attached to another through cell-cell adhesion. However, graft compatibility limits combinations to closely related species, and the mechanism is poorly understood. We found that Nicotiana is capable of graft adhesion with a diverse range of angiosperms. Comparative transcriptomic analyses on graft combinations indicated that a subclade of β-1,4-glucanases secreted into the extracellular region facilitates cell wall reconstruction near the graft interface. Grafting was promoted by overexpression of the β-1,4-glucanase. Using Nicotiana stem as an interscion, we produced tomato fruits on rootstocks from other plant families. These findings demonstrate that the process of cell-cell adhesion is a potential target to enhance plant grafting techniques.
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Affiliation(s)
- Michitaka Notaguchi
- Bioscience and Biotechnology Center, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan.
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
- Institute of Transformative Bio-Molecules, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
- GRA&GREEN Inc., Incubation Facility, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Ken-Ichi Kurotani
- Bioscience and Biotechnology Center, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Yoshikatsu Sato
- Institute of Transformative Bio-Molecules, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
- Graduate School of Science, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Ryo Tabata
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Yaichi Kawakatsu
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Koji Okayasu
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Yu Sawai
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
- GRA&GREEN Inc., Incubation Facility, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Ryo Okada
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Masashi Asahina
- Department of Biosciences, Teikyo University, Utsunomiya, Tochigi 320-8551, Japan
| | - Yasunori Ichihashi
- Center for Sustainable Resource Science, RIKEN, Tsurumi, Yokohama, Kanagawa 230-0045, Japan
- RIKEN BioResource Research Center, Tsukuba, Ibaraki 305-0074, Japan
| | - Ken Shirasu
- Center for Sustainable Resource Science, RIKEN, Tsurumi, Yokohama, Kanagawa 230-0045, Japan
- Graduate School of Science, University of Tokyo, Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan
| | - Takamasa Suzuki
- College of Bioscience and Biotechnology, Chubu University, Matsumoto-cho, Kasugai 487-8501, Japan
| | - Masaki Niwa
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
- GRA&GREEN Inc., Incubation Facility, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Tetsuya Higashiyama
- Institute of Transformative Bio-Molecules, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
- Graduate School of Science, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
- Graduate School of Science, University of Tokyo, Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan
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9
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Kurotani KI, Wakatake T, Ichihashi Y, Okayasu K, Sawai Y, Ogawa S, Cui S, Suzuki T, Shirasu K, Notaguchi M. Host-parasite tissue adhesion by a secreted type of β-1,4-glucanase in the parasitic plant Phtheirospermum japonicum. Commun Biol 2020; 3:407. [PMID: 32733024 PMCID: PMC7393376 DOI: 10.1038/s42003-020-01143-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 07/10/2020] [Indexed: 01/10/2023] Open
Abstract
Tissue adhesion between plant species occurs both naturally and artificially. Parasitic plants establish intimate relationship with host plants by adhering tissues at roots or stems. Plant grafting, on the other hand, is a widely used technique in agriculture to adhere tissues of two stems. Here we found that the model Orobanchaceae parasitic plant Phtheirospermum japonicum can be grafted on to interfamily species. To understand molecular basis of tissue adhesion between distant plant species, we conducted comparative transcriptome analyses on both infection and grafting by P. japonicum on Arabidopsis. Despite different organs, we identified the shared gene expression profile, where cell proliferation- and cell wall modification-related genes are up-regulated. Among genes commonly induced in tissue adhesion between distant species, we showed a gene encoding a secreted type of β-1,4-glucanase plays an important role for plant parasitism. Our data provide insights into the molecular commonality between parasitism and grafting in plants.
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Affiliation(s)
- Ken-Ichi Kurotani
- Bioscience and Biotechnology Center, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8601, Japan
| | - Takanori Wakatake
- Graduate School of Science, The University of Tokyo, Bunkyo-ku, Tokyo, 113-8657, Japan
- Center for Sustainable Resource Science, RIKEN, Tsurumi, Yokohama, Kanagawa, 230-0045, Japan
- Biocenter, Institute for Molecular Plant Physiology and Biophysics, Julius-von-Sachs-Institute, University of Würzburg, 97082, Würzburg, Germany
| | - Yasunori Ichihashi
- Center for Sustainable Resource Science, RIKEN, Tsurumi, Yokohama, Kanagawa, 230-0045, Japan
- RIKEN BioResource Research Center, Tsukuba, Ibaraki, 305-0074, Japan
| | - Koji Okayasu
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8601, Japan
| | - Yu Sawai
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8601, Japan
| | - Satoshi Ogawa
- Center for Sustainable Resource Science, RIKEN, Tsurumi, Yokohama, Kanagawa, 230-0045, Japan
| | - Songkui Cui
- Institute for Research Initiatives, Division for Research Strategy, Nara Institute of Science and Technology, Ikoma, Nara, 630-0192, Japan
| | - Takamasa Suzuki
- College of Bioscience and Biotechnology, Chubu University, Matsumoto-cho, Kasugai, 487-8501, Japan
| | - Ken Shirasu
- Graduate School of Science, The University of Tokyo, Bunkyo-ku, Tokyo, 113-8657, Japan.
- Center for Sustainable Resource Science, RIKEN, Tsurumi, Yokohama, Kanagawa, 230-0045, Japan.
| | - Michitaka Notaguchi
- Bioscience and Biotechnology Center, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8601, Japan.
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8601, Japan.
- Institute of Transformative Bio-Molecules, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8601, Japan.
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10
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Multi-omics analysis on an agroecosystem reveals the significant role of organic nitrogen to increase agricultural crop yield. Proc Natl Acad Sci U S A 2020; 117:14552-14560. [PMID: 32513689 PMCID: PMC7321985 DOI: 10.1073/pnas.1917259117] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
In 1840, Justus von Liebig proposed the theory of mineral plant nutrition, through the invention of the Haber–Bosch process, leading to the industrialization of chemical fertilizer (inorganic nitrogen) to feed the human population. Because the excessive use of chemical fertilizer has led to numerous environmental problems, understanding the agroecosystem that contains plants, microbes, and soils is necessary for sustainable agriculture. We revealed the network structure of an agroecosystem established with different management practices and identified that organic nitrogen is a key component contributing to crop yield under the condition of soil solarization, even in the presence of inorganic nitrogen. Our finding provides a potential solution to make crop production more sustainable by utilizing organic nitrogen induced by soil solarization. Both inorganic fertilizer inputs and crop yields have increased globally, with the concurrent increase in the pollution of water bodies due to nitrogen leaching from soils. Designing agroecosystems that are environmentally friendly is urgently required. Since agroecosystems are highly complex and consist of entangled webs of interactions between plants, microbes, and soils, identifying critical components in crop production remain elusive. To understand the network structure in agroecosystems engineered by several farming methods, including environmentally friendly soil solarization, we utilized a multiomics approach on a field planted with Brassica rapa. We found that the soil solarization increased plant shoot biomass irrespective of the type of fertilizer applied. Our multiomics and integrated informatics revealed complex interactions in the agroecosystem showing multiple network modules represented by plant traits heterogeneously associated with soil metabolites, minerals, and microbes. Unexpectedly, we identified soil organic nitrogen induced by soil solarization as one of the key components to increase crop yield. A germ-free plant in vitro assay and a pot experiment using arable soils confirmed that specific organic nitrogen, namely alanine and choline, directly increased plant biomass by acting as a nitrogen source and a biologically active compound. Thus, our study provides evidence at the agroecosystem level that organic nitrogen plays a key role in plant growth.
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11
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Ogura T, Kobayashi NI, Hermans C, Ichihashi Y, Shibata A, Shirasu K, Aoki N, Sugita R, Ogawa T, Suzuki H, Iwata R, Nakanishi TM, Tanoi K. Short-Term Magnesium Deficiency Triggers Nutrient Retranslocation in Arabidopsis thaliana. FRONTIERS IN PLANT SCIENCE 2020; 11:563. [PMID: 32582226 PMCID: PMC7287120 DOI: 10.3389/fpls.2020.00563] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Accepted: 04/15/2020] [Indexed: 05/03/2023]
Abstract
Magnesium (Mg) is essential for many biological processes in plant cells, and its deficiency causes yield reduction in crop systems. Low Mg status reportedly affects photosynthesis, sucrose partitioning and biomass allocation. However, earlier physiological responses to Mg deficiency are scarcely described. Here, we report that Mg deficiency in Arabidopsis thaliana first modified the mineral profile in mature leaves within 1 or 2 days, then affected sucrose partitioning after 4 days, and net photosynthesis and biomass production after 6 days. The short-term Mg deficiency reduced the contents of phosphorus (P), potassium, manganese, zinc and molybdenum in mature but not in expanding (young) leaves. While P content decreased in mature leaves, P transport from roots to mature leaves was not affected, indicating that Mg deficiency triggered retranslocation of the mineral nutrients from mature leaves. A global transcriptome analysis revealed that Mg deficiency triggered the expression of genes involved in defence response in young leaves.
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Affiliation(s)
- Takaaki Ogura
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Natsuko I. Kobayashi
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Christian Hermans
- Crop Production and Biostimulation Laboratory, Interfacultary School of Bioengineers, Université libre de Bruxelles, Brussels, Belgium
| | | | - Arisa Shibata
- RIKEN Center for Sustainable Resource Science, Yokohama, Japan
| | - Ken Shirasu
- RIKEN Center for Sustainable Resource Science, Yokohama, Japan
| | - Naohiro Aoki
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Ryohei Sugita
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Takahiro Ogawa
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Hisashi Suzuki
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, Japan
| | - Ren Iwata
- Cyclotron and Radioisotope Center, Tohoku University, Sendai, Japan
| | - Tomoko M. Nakanishi
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
- Hoshi University, Tokyo, Japan
| | - Keitaro Tanoi
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
- PRESTO, Japan Science and Technology Agency, Kawaguchi, Japan
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12
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Motomura K, Arae T, Araki-Uramoto H, Suzuki Y, Takeuchi H, Suzuki T, Ichihashi Y, Shibata A, Shirasu K, Takeda A, Higashiyama T, Chiba Y. AtNOT1 Is a Novel Regulator of Gene Expression during Pollen Development. PLANT & CELL PHYSIOLOGY 2020; 61:712-721. [PMID: 31879778 DOI: 10.1093/pcp/pcz235] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 12/19/2019] [Indexed: 06/10/2023]
Abstract
Development of pollen, the male gametophyte of flowering plants, is tightly controlled by dynamic changes in gene expression. Recent research to clarify the molecular aspects of pollen development has revealed the involvement of several transcription factors in the induction of gene expression. However, limited information is available about the factors involved in the negative regulation of gene expression to eliminate unnecessary transcripts during pollen development. In this study, we revealed that AtNOT1 is an essential protein for proper pollen development and germination capacity. AtNOT1 is a scaffold protein of the AtCCR4-NOT complex, which includes multiple components related to mRNA turnover control in Arabidopsis. Phenotypic analysis using atnot1 heterozygote mutant pollen showed that the mature mutant pollen failed to germinate and also revealed abnormal localization of nuclei and a specific protein at the tricellular pollen stage. Furthermore, transcriptome analysis of atnot1 heterozygote mutant pollen showed that the downregulation of a large number of transcripts, along with the upregulation of specific transcripts required for pollen tube germination by AtNOT1 during late microgametogenesis, is important for proper pollen development and germination. Overall, our findings provide new insights into the negative regulation of gene expression during pollen development, by showing the severely defective phonotype of atnot1 heterozygote mutant pollen.
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Affiliation(s)
- Kazuki Motomura
- Ritsumeikan Global Innovation Research Organization, Ritsumeikan University, Kusatsu, Shiga, 525-8577 Japan
- Institute of Transformative Bio-Molecules (WPI-ITbM), Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi, 464-8601 Japan
| | - Toshihiro Arae
- Graduate School of Life Science, Hokkaido University, Sapporo, 060-0810 Japan
- Graduate School of Frontier Sciences, The University of Tokyo, Kashiwanoha, Kashiwa, Chiba, 277-8562 Japan
| | | | - Yuya Suzuki
- Graduate School of Life Science, Hokkaido University, Sapporo, 060-0810 Japan
| | - Hidenori Takeuchi
- Institute of Transformative Bio-Molecules (WPI-ITbM), Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi, 464-8601 Japan
- Institute for Advanced Research, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi, 464-8602 Japan
| | - Takamasa Suzuki
- Department of Biological Chemistry, College of Bioscience and Biotechnology, Chubu University, 1200 Matsumoto-cho, Kasugai, Aichi, 487-8501 Japan
| | | | - Arisa Shibata
- RIKEN Center for Sustainable Resource Science, Yokohama, Kanagawa, 230-0045 Japan
| | - Ken Shirasu
- RIKEN Center for Sustainable Resource Science, Yokohama, Kanagawa, 230-0045 Japan
- Graduate School of Science, The University of Tokyo, Bunkyo, Tokyo, 113-0033 Japan
| | - Atsushi Takeda
- Ritsumeikan Global Innovation Research Organization, Ritsumeikan University, Kusatsu, Shiga, 525-8577 Japan
- Department of Biotechnology, College of Life Sciences, Ritsumeikan University, Kusatsu, Shiga, 525-8577, Japan
| | - Tetsuya Higashiyama
- Institute of Transformative Bio-Molecules (WPI-ITbM), Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi, 464-8601 Japan
- Division of Biological Science, Graduate School of Science, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi, 464-8602 Japan
| | - Yukako Chiba
- Graduate School of Life Science, Hokkaido University, Sapporo, 060-0810 Japan
- Faculty of Science, Graduate School of Life Science, Hokkaido University, Sapporo, 060-0810 Japan
- JST PREST, Kawaguchi, 332-0012 Japan
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13
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Zhang Y, Nyong'A TM, Shi T, Yang P. The complexity of alternative splicing and landscape of tissue-specific expression in lotus (Nelumbo nucifera) unveiled by Illumina- and single-molecule real-time-based RNA-sequencing. DNA Res 2020; 26:301-311. [PMID: 31173073 PMCID: PMC6704400 DOI: 10.1093/dnares/dsz010] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Accepted: 05/03/2019] [Indexed: 12/16/2022] Open
Abstract
Alternative splicing (AS) plays a critical role in regulating different physiological and developmental processes in eukaryotes, by dramatically increasing the diversity of the transcriptome and the proteome. However, the saturation and complexity of AS remain unclear in lotus due to its limitation of rare obtainment of full-length multiple-splice isoforms. In this study, we apply a hybrid assembly strategy by combining single-molecule real-time sequencing and Illumina RNA-seq to get a comprehensive insight into the lotus transcriptomic landscape. We identified 211,802 high-quality full-length non-chimeric reads, with 192,690 non-redundant isoforms, and updated the lotus reference gene model. Moreover, our analysis identified a total of 104,288 AS events from 16,543 genes, with alternative 3ʹ splice-site being the predominant model, following by intron retention. By exploring tissue datasets, 370 tissue-specific AS events were identified among 12 tissues. Both the tissue-specific genes and isoforms might play important roles in tissue or organ development, and are suitable for ‘ABCE’ model partly in floral tissues. A large number of AS events and isoform variants identified in our study enhance the understanding of transcriptional diversity in lotus, and provide valuable resource for further functional genomic studies.
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Affiliation(s)
- Yue Zhang
- CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, CN, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Tonny Maraga Nyong'A
- CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, CN, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Tao Shi
- CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, CN, China
| | - Pingfang Yang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan, China
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14
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Lee ZH, Tatsumi Y, Ichihashi Y, Suzuki T, Shibata A, Shirasu K, Yamaguchi N, Ito T. CRABS CLAW and SUPERMAN Coordinate Hormone-, Stress-, and Metabolic-Related Gene Expression During Arabidopsis Stamen Development. Front Ecol Evol 2019. [DOI: 10.3389/fevo.2019.00437] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
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