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Thomas SK, Hoek KV, Ogoti T, Duong H, Angelovici R, Pires JC, Mendoza-Cozatl D, Washburn J, Schenck CA. Halophytes and heavy metals: A multi-omics approach to understand the role of gene and genome duplication in the abiotic stress tolerance of Cakile maritima. AMERICAN JOURNAL OF BOTANY 2024; 111:e16310. [PMID: 38600732 DOI: 10.1002/ajb2.16310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 02/02/2024] [Accepted: 02/05/2024] [Indexed: 04/12/2024]
Abstract
PREMISE The origin of diversity is a fundamental biological question. Gene duplications are one mechanism that provides raw material for the emergence of novel traits, but evolutionary outcomes depend on which genes are retained and how they become functionalized. Yet, following different duplication types (polyploidy and tandem duplication), the events driving gene retention and functionalization remain poorly understood. Here we used Cakile maritima, a species that is tolerant to salt and heavy metals and shares an ancient whole-genome triplication with closely related salt-sensitive mustard crops (Brassica), as a model to explore the evolution of abiotic stress tolerance following polyploidy. METHODS Using a combination of ionomics, free amino acid profiling, and comparative genomics, we characterize aspects of salt stress response in C. maritima and identify retained duplicate genes that have likely enabled adaptation to salt and mild levels of cadmium. RESULTS Cakile maritima is tolerant to both cadmium and salt treatments through uptake of cadmium in the roots. Proline constitutes greater than 30% of the free amino acid pool in C. maritima and likely contributes to abiotic stress tolerance. We find duplicated gene families are enriched in metabolic and transport processes and identify key transport genes that may be involved in C. maritima abiotic stress tolerance. CONCLUSIONS These findings identify pathways and genes that could be used to enhance plant resilience and provide a putative understanding of the roles of duplication types and retention on the evolution of abiotic stress response.
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Affiliation(s)
- Shawn K Thomas
- Division of Biological Sciences, University of Missouri, Columbia, 65211, MO, USA
- Bioinformatics and Analytics Core, University of Missouri, Columbia, 65211, MO, USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, 65211, MO, USA
| | - Kathryn Vanden Hoek
- Department of Biochemistry, University of Missouri, Columbia, 65211, MO, USA
| | - Tasha Ogoti
- Department of Computer Science, University of Missouri, Columbia, 65211, MO, USA
| | - Ha Duong
- Interdisciplinary Plant Group, University of Missouri, Columbia, 65211, MO, USA
- Department of Biochemistry, University of Missouri, Columbia, 65211, MO, USA
| | - Ruthie Angelovici
- Division of Biological Sciences, University of Missouri, Columbia, 65211, MO, USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, 65211, MO, USA
| | - J Chris Pires
- Soil and Crop Sciences, Colorado State University, Fort Collins, 80523-1170, CO, USA
| | - David Mendoza-Cozatl
- Interdisciplinary Plant Group, University of Missouri, Columbia, 65211, MO, USA
- Division of Plant Sciences and Technology, University of Missouri, Columbia, 65211, MO, USA
| | - Jacob Washburn
- Interdisciplinary Plant Group, University of Missouri, Columbia, 65211, MO, USA
- Plant Genetics Research Unit, USDA-ARS, Columbia, 65211, MO, USA
| | - Craig A Schenck
- Interdisciplinary Plant Group, University of Missouri, Columbia, 65211, MO, USA
- Department of Biochemistry, University of Missouri, Columbia, 65211, MO, USA
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Kim SH, Ochar K, Iwar K, Lee YJ, Kang HJ, Na YW. Variations of Major Glucosinolates in Diverse Chinese Cabbage ( Brassica rapa ssp. pekinensis) Germplasm as Analyzed by UPLC-ESI-MS/MS. Int J Mol Sci 2024; 25:4829. [PMID: 38732049 PMCID: PMC11084679 DOI: 10.3390/ijms25094829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 04/25/2024] [Accepted: 04/25/2024] [Indexed: 05/13/2024] Open
Abstract
In this study, the variability of major glucosinolates in the leaf lamina of 134 Chinese cabbage accessions was investigated using Acquity ultra-performance liquid chromatography (UPLC-ESI-MS/MS). A total of twenty glucosinolates were profiled, of which glucobrassicanapin and gluconapin were identified as the predominant glucosinolates within the germplasm. These two glucosinolates had mean concentration levels above 1000.00 μmol/kg DW. Based on the principal component analysis, accessions IT186728, IT120044, IT221789, IT100417, IT278620, IT221754, and IT344740 were separated from the rest in the score plot. These accessions exhibited a higher content of total glucosinolates. Based on the VIP values, 13 compounds were identified as the most influential and responsible for variation in the germplasm. Sinigrin (r = 0.73), gluconapin (r = 0.78), glucobrassicanapin (r = 0.70), epiprogoitrin (r = 0.73), progoitrin (r = 0.74), and gluconasturtiin (r = 0.67) all exhibited a strong positive correlation with total glucosinolate at p < 0.001. This indicates that each of these compounds had a significant influence on the overall glucosinolate content of the various accessions. This study contributes valuable insights into the metabolic diversity of glucosinolates in Chinese cabbage, providing potential for breeding varieties tailored to consumer preferences and nutritional demands.
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Affiliation(s)
- Seong-Hoon Kim
- National Institute of Agrobiodiversity Center, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 5487, Republic of Korea; (K.O.); (K.I.); (Y.-J.L.); (Y.-W.N.)
| | - Kingsley Ochar
- National Institute of Agrobiodiversity Center, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 5487, Republic of Korea; (K.O.); (K.I.); (Y.-J.L.); (Y.-W.N.)
| | - Kanivalan Iwar
- National Institute of Agrobiodiversity Center, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 5487, Republic of Korea; (K.O.); (K.I.); (Y.-J.L.); (Y.-W.N.)
| | - Yoon-Jung Lee
- National Institute of Agrobiodiversity Center, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 5487, Republic of Korea; (K.O.); (K.I.); (Y.-J.L.); (Y.-W.N.)
| | - Hae Ju Kang
- Department of Agrofood Resource, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 5487, Republic of Korea
| | - Young-Wang Na
- National Institute of Agrobiodiversity Center, National Institute of Agricultural Sciences, Rural Development Administration, Jeonju 5487, Republic of Korea; (K.O.); (K.I.); (Y.-J.L.); (Y.-W.N.)
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3
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Deng H, Zhang Y, Liu K, Mao Q, Agathokleous E. Allelopathic effects of Eucalyptus extract and wood vinegar on germination and sprouting of rapeseed (Brassica rapa L.). ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:4280-4289. [PMID: 38100025 DOI: 10.1007/s11356-023-31481-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 12/06/2023] [Indexed: 01/19/2024]
Abstract
Eucalyptus plantations are usually characterized by low biodiversity due to allelopathy effects. Wood vinegar is considered a complex growth regulator that can promote plant growth at low concentrations. However, there is information scarcity about the co-application of eucalypt leaf water extract and wood vinegar on plants. This study aimed at clarifying whether wood vinegar can protect seed germination against suppression by eucalypt-induced allelopathy. We examined germination behavior and seedling elongation characteristics in rapeseed (Brassica rapa L.) treated with different solutions of wood vinegar and eucalypt leaf water extract. The results showed that eucalypt leaf water extracts, wood vinegar solutions, and their mixture allelopathically suppressed seed germination rate. After rapeseed sprouting, eucalypt leaf water extracts promoted root elongation, stem elongation, and fresh weight elongation. Malondialdehyde content was also lower under the influence of eucalypt leaf water extract. Mixture of high concentration of eucalypt leaf water extract and lower concentration of wood vinegar significantly promoted root elongation. Therefore, both eucalypt leaf water extract and wood vinegar are complex plant growth regulators, which can be used to inhibit or stimulate plants at different ontogenic stages. During the seed germination period, both eucalypt leaf extracts and wood vinegar could be used as weed inhibitors. Conversely, during the period of sprouting (seedling establishment), low concentrations of eucalypt leaf extracts and wood vinegar can promote growth.
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Affiliation(s)
- He Deng
- College of Resources, Environment and Life Sciences, Ningxia Normal University, Guyuan, 756000, Ningxia Hui Autonomous Region, China
| | - Yuying Zhang
- College of Resources and Environment, Southwest University, Chongqing, 400715, China
| | - Kangping Liu
- College of Resources and Environment, Southwest University, Chongqing, 400715, China
- Sanya Qihuimin New Energy Technology Co., Ltd., Sanya, 572022, China
| | - Qiaozhi Mao
- College of Resources and Environment, Southwest University, Chongqing, 400715, China
| | - Evgenios Agathokleous
- Department of Ecology, School of Ecology and Applied Meteorology, Nanjing University of Information Science & Technology (NUIST), Nanjing, 210044, China.
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Bird KA, Pires JC, VanBuren R, Xiong Z, Edger PP. Dosage-sensitivity shapes how genes transcriptionally respond to allopolyploidy and homoeologous exchange in resynthesized Brassica napus. Genetics 2023; 225:iyad114. [PMID: 37338008 PMCID: PMC10471226 DOI: 10.1093/genetics/iyad114] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 03/10/2023] [Accepted: 06/12/2023] [Indexed: 06/21/2023] Open
Abstract
The gene balance hypothesis proposes that selection acts on the dosage (i.e. copy number) of genes within dosage-sensitive portions of networks, pathways, and protein complexes to maintain balanced stoichiometry of interacting proteins, because perturbations to stoichiometric balance can result in reduced fitness. This selection has been called dosage balance selection. Dosage balance selection is also hypothesized to constrain expression responses to dosage changes, making dosage-sensitive genes (those encoding members of interacting proteins) experience more similar expression changes. In allopolyploids, where whole-genome duplication involves hybridization of diverged lineages, organisms often experience homoeologous exchanges that recombine, duplicate, and delete homoeologous regions of the genome and alter the expression of homoeologous gene pairs. Although the gene balance hypothesis makes predictions about the expression response to homoeologous exchanges, they have not been empirically tested. We used genomic and transcriptomic data from 6 resynthesized, isogenic Brassica napus lines over 10 generations to identify homoeologous exchanges, analyzed expression responses, and tested for patterns of genomic imbalance. Groups of dosage-sensitive genes had less variable expression responses to homoeologous exchanges than dosage-insensitive genes, a sign that their relative dosage is constrained. This difference was absent for homoeologous pairs whose expression was biased toward the B. napus A subgenome. Finally, the expression response to homoeologous exchanges was more variable than the response to whole-genome duplication, suggesting homoeologous exchanges create genomic imbalance. These findings expand our knowledge of the impact of dosage balance selection on genome evolution and potentially connect patterns in polyploid genomes over time, from homoeolog expression bias to duplicate gene retention.
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Affiliation(s)
- Kevin A Bird
- Department of Horticulture, Michigan State University, East Lansing, MI 48824, USA
- Ecology, Evolution, and Behavior Program, Michigan State University, East Lansing, MI 48824, USA
| | - J Chris Pires
- Department of Soil and Crop Sciences, Colorado State University, Fort Collins, CO 80523, USA
| | - Robert VanBuren
- Department of Horticulture, Michigan State University, East Lansing, MI 48824, USA
- Plant Resilience Institute, Michigan State University, East Lansing, MI 48824, USA
| | - Zhiyong Xiong
- Key Laboratory of Herbage and Endemic Crop Biotechnology, Inner Mongolia University, Hohhot, Inner Mongolia 010070, China
| | - Patrick P Edger
- Department of Horticulture, Michigan State University, East Lansing, MI 48824, USA
- Ecology, Evolution, and Behavior Program, Michigan State University, East Lansing, MI 48824, USA
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5
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Li G, Jiang D, Wang J, Liao Y, Zhang T, Zhang H, Dai X, Ren H, Chen C, Zheng Y. A High-Continuity Genome Assembly of Chinese Flowering Cabbage ( Brassica rapa var. parachinensis) Provides New Insights into Brassica Genome Structure Evolution. PLANTS (BASEL, SWITZERLAND) 2023; 12:2498. [PMID: 37447059 DOI: 10.3390/plants12132498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 06/19/2023] [Accepted: 06/27/2023] [Indexed: 07/15/2023]
Abstract
Chinese flowering cabbage (Brassica rapa var. parachinensis) is a popular and widely cultivated leaf vegetable crop in Asia. Here, we performed a high quality de novo assembly of the 384 Mb genome of 10 chromosomes of a typical cultivar of Chinese flowering cabbage with an integrated approach using PacBio, Illumina, and Hi-C technology. We modeled 47,598 protein-coding genes in this analysis and annotated 52% (205.9/384) of its genome as repetitive sequences including 17% in DNA transposons and 22% in long terminal retrotransposons (LTRs). Phylogenetic analysis reveals the genome of the Chinese flowering cabbage has a closer evolutionary relationship with the AA diploid progenitor of the allotetraploid species, Brassica juncea. Comparative genomic analysis of Brassica species with different subgenome types (A, B and C) reveals that the pericentromeric regions on chromosome 5 and 6 of the AA genome have been significantly expanded compared to the orthologous genomic regions in the BB and CC genomes, largely driven by LTR-retrotransposon amplification. Furthermore, we identified a large number of structural variations (SVs) within the B. rapa lines that could impact coding genes, suggesting the functional significance of SVs on Brassica genome evolution. Overall, our high-quality genome assembly of the Chinese flowering cabbage provides a valuable genetic resource for deciphering the genome evolution of Brassica species and it can potentially serve as the reference genome guiding the molecular breeding practice of B. rapa crops.
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Affiliation(s)
- Guangguang Li
- Guangzhou Academy of Agricultural Sciences, Guangzhou 510335, China
| | - Ding Jiang
- Guangzhou Academy of Agricultural Sciences, Guangzhou 510335, China
| | - Juntao Wang
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Yi Liao
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Ting Zhang
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Hua Zhang
- Guangzhou Academy of Agricultural Sciences, Guangzhou 510335, China
| | - Xiuchun Dai
- Guangzhou Academy of Agricultural Sciences, Guangzhou 510335, China
| | - Hailong Ren
- Guangzhou Academy of Agricultural Sciences, Guangzhou 510335, China
| | - Changming Chen
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Yansong Zheng
- Guangzhou Academy of Agricultural Sciences, Guangzhou 510335, China
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6
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Bassetti N, Caarls L, Bukovinszkine'Kiss G, El-Soda M, van Veen J, Bouwmeester K, Zwaan BJ, Schranz ME, Bonnema G, Fatouros NE. Genetic analysis reveals three novel QTLs underpinning a butterfly egg-induced hypersensitive response-like cell death in Brassica rapa. BMC PLANT BIOLOGY 2022; 22:140. [PMID: 35331150 PMCID: PMC8944062 DOI: 10.1186/s12870-022-03522-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 03/08/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND Cabbage white butterflies (Pieris spp.) can be severe pests of Brassica crops such as Chinese cabbage, Pak choi (Brassica rapa) or cabbages (B. oleracea). Eggs of Pieris spp. can induce a hypersensitive response-like (HR-like) cell death which reduces egg survival in the wild black mustard (B. nigra). Unravelling the genetic basis of this egg-killing trait in Brassica crops could improve crop resistance to herbivory, reducing major crop losses and pesticides use. Here we investigated the genetic architecture of a HR-like cell death induced by P. brassicae eggs in B. rapa. RESULTS A germplasm screening of 56 B. rapa accessions, representing the genetic and geographical diversity of a B. rapa core collection, showed phenotypic variation for cell death. An image-based phenotyping protocol was developed to accurately measure size of HR-like cell death and was then used to identify two accessions that consistently showed weak (R-o-18) or strong cell death response (L58). Screening of 160 RILs derived from these two accessions resulted in three novel QTLs for Pieris brassicae-induced cell death on chromosomes A02 (Pbc1), A03 (Pbc2), and A06 (Pbc3). The three QTLs Pbc1-3 contain cell surface receptors, intracellular receptors and other genes involved in plant immunity processes, such as ROS accumulation and cell death formation. Synteny analysis with A. thaliana suggested that Pbc1 and Pbc2 are novel QTLs associated with this trait, while Pbc3 also contains an ortholog of LecRK-I.1, a gene of A. thaliana previously associated with cell death induced by a P. brassicae egg extract. CONCLUSIONS This study provides the first genomic regions associated with the Pieris egg-induced HR-like cell death in a Brassica crop species. It is a step closer towards unravelling the genetic basis of an egg-killing crop resistance trait, paving the way for breeders to further fine-map and validate candidate genes.
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Affiliation(s)
- Niccolò Bassetti
- Biosystematics Group, Wageningen University & Research, Wageningen, The Netherlands
| | - Lotte Caarls
- Biosystematics Group, Wageningen University & Research, Wageningen, The Netherlands
- Laboratory of Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - Gabriella Bukovinszkine'Kiss
- Biosystematics Group, Wageningen University & Research, Wageningen, The Netherlands
- Laboratory of Genetics, Wageningen University & Research, Wageningen, The Netherlands
| | - Mohamed El-Soda
- Department of Genetics, Faculty of Agriculture, Cairo University, Giza, Egypt
| | - Jeroen van Veen
- Biosystematics Group, Wageningen University & Research, Wageningen, The Netherlands
| | - Klaas Bouwmeester
- Biosystematics Group, Wageningen University & Research, Wageningen, The Netherlands
- Laboratory of Entomology, Wageningen University & Research, Wageningen, The Netherlands
| | - Bas J Zwaan
- Laboratory of Genetics, Wageningen University & Research, Wageningen, The Netherlands
| | - M Eric Schranz
- Biosystematics Group, Wageningen University & Research, Wageningen, The Netherlands
| | - Guusje Bonnema
- Laboratory of Plant Breeding, Wageningen University & Research, Wageningen, The Netherlands
| | - Nina E Fatouros
- Biosystematics Group, Wageningen University & Research, Wageningen, The Netherlands.
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Kawakatsu Y, Sakamoto T, Nakayama H, Kaminoyama K, Igarashi K, Yasugi M, Kudoh H, Nagano AJ, Yano K, Kubo N, Notaguchi M, Kimura S. Combination of genetic analysis and ancient literature survey reveals the divergence of traditional Brassica rapa varieties from Kyoto, Japan. HORTICULTURE RESEARCH 2021; 8:132. [PMID: 34059655 PMCID: PMC8167115 DOI: 10.1038/s41438-021-00569-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 03/09/2021] [Accepted: 04/07/2021] [Indexed: 05/03/2023]
Abstract
Since ancient times, humans have bred several plants that we rely on today. However, little is known about the divergence of most of these plants. In the present study, we investigated the divergence of Mibuna (Brassica rapa L. subsp. nipposinica L. H. Bailey), a traditional leafy vegetable in Kyoto (Japan), by combining genetic analysis and a survey of ancient literature. Mibuna is considered to have been bred 200 years ago from Mizuna, another traditional leafy vegetable in Kyoto. Mibuna has simple spatulate leaves, whereas Mizuna has characteristic serrated leaves. The quantitative trait loci (QTL) and gene expression analyses suggested that the downregulation of BrTCP15 expression contributed to the change in the leaf shape from serrated to simple spatulate. Interestingly, the SNP analysis indicated that the genomic region containing the BrTCP15 locus was transferred to Mibuna by introgression. Furthermore, we conducted a survey of ancient literature to reveal the divergence of Mibuna and found that hybridization between Mizuna and a simple-leaved turnip might have occurred in the past. Indeed, the genomic analysis of multiple turnip cultivars showed that one of the cultivars, Murasakihime, has almost the same sequence in the BrTCP15 region as Mibuna. These results suggest that the hybridization between Mizuna and turnip has resulted in the establishment of Mibuna.
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Affiliation(s)
- Yaichi Kawakatsu
- Faculty of Life Sciences, Kyoto Sangyo University, Kamigamo-motoyama, Kita-ku, Kyoto, 603-8555, Japan
- Bioscience and Biotechnology Center, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8601, Japan
| | - Tomoaki Sakamoto
- 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
| | - Hokuto Nakayama
- Graduate School of Science, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Kaori Kaminoyama
- Center for Plant Sciences, Kyoto Sangyo University, Kamigamo-motoyama, Kita-ku, Kyoto, 603-8555, Japan
| | - Kaori Igarashi
- School of Agriculture, Meiji University, 1-1-1, Higashi-Mita, Tama-ku, Kawasaki, Kanagawa, 214-8571, Japan
| | - Masaki Yasugi
- Faculty of Engineering, Utsunomiya University, 7-1-2 Yoto, Utsunomiya, Tochigi, 321-8585, Japan
- Center for Ecological Research, Kyoto University, Hirano 2-509-3, Otsu, Shiga, 520-2113, Japan
| | - Hiroshi Kudoh
- Center for Ecological Research, Kyoto University, Hirano 2-509-3, Otsu, Shiga, 520-2113, Japan
| | - Atsushi J Nagano
- Center for Ecological Research, Kyoto University, Hirano 2-509-3, Otsu, Shiga, 520-2113, Japan
- Faculty of Agriculture, Ryukoku University, 1-5 Yokotani, Seta Oe-cho, Otsu, Shiga, 520-2194, Japan
| | - Kentaro Yano
- School of Agriculture, Meiji University, 1-1-1, Higashi-Mita, Tama-ku, Kawasaki, Kanagawa, 214-8571, Japan
| | - Nakao Kubo
- Graduate School of Life and Environmental Sciences, Kyoto Prefectural University, 1-5 Hangi-cho, Shimogamo, Sakyo-ku, Kyoto, 606-8522, Japan
- Biotechnology Research Department, Kyoto Prefectural Agriculture, Forestry and Fisheries Technology Center, 74 Oji, Kitainayazuma, Seika-cho, Soraku-gun, Kyoto, 619-0244, 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
| | - 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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