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Christie N, Myburg AA, Joubert F, Murray SL, Carstens M, Lin YC, Meyer J, Crampton BG, Christensen SA, Ntuli JF, Wighard SS, Van de Peer Y, Berger DK. Systems genetics reveals a transcriptional network associated with susceptibility in the maize-grey leaf spot pathosystem. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2017; 89:746-763. [PMID: 27862526 DOI: 10.1111/tpj.13419] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2016] [Revised: 10/20/2016] [Accepted: 11/04/2016] [Indexed: 05/20/2023]
Abstract
We used a systems genetics approach to elucidate the molecular mechanisms of the responses of maize to grey leaf spot (GLS) disease caused by Cercospora zeina, a threat to maize production globally. Expression analysis of earleaf samples in a subtropical maize recombinant inbred line population (CML444 × SC Malawi) subjected in the field to C. zeina infection allowed detection of 20 206 expression quantitative trait loci (eQTLs). Four trans-eQTL hotspots coincided with GLS disease QTLs mapped in the same field experiment. Co-expression network analysis identified three expression modules correlated with GLS disease scores. The module (GY-s) most highly correlated with susceptibility (r = 0.71; 179 genes) was enriched for the glyoxylate pathway, lipid metabolism, diterpenoid biosynthesis and responses to pathogen molecules such as chitin. The GY-s module was enriched for genes with trans-eQTLs in hotspots on chromosomes 9 and 10, which also coincided with phenotypic QTLs for susceptibility to GLS. This transcriptional network has significant overlap with the GLS susceptibility response of maize line B73, and may reflect pathogen manipulation for nutrient acquisition and/or unsuccessful defence responses, such as kauralexin production by the diterpenoid biosynthesis pathway. The co-expression module that correlated best with resistance (TQ-r; 1498 genes) was enriched for genes with trans-eQTLs in hotspots coinciding with GLS resistance QTLs on chromosome 9. Jasmonate responses were implicated in resistance to GLS through co-expression of COI1 and enrichment of genes with the Gene Ontology term 'cullin-RING ubiquitin ligase complex' in the TQ-r module. Consistent with this, JAZ repressor expression was highly correlated with the severity of GLS disease in the GY-s susceptibility network.
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Affiliation(s)
- Nanette Christie
- Department of Genetics, Forestry and Agricultural Biotechnology Institute (FABI), Genomics Research Institute (GRI), University of Pretoria, Private Bag X20, Pretoria, 0028, South Africa
- Centre for Bioinformatics and Computational Biology, Genomics Research Institute, Department of Biochemistry, University of Pretoria, Private Bag X20, Pretoria, 0028, South Africa
| | - Alexander A Myburg
- Department of Genetics, Forestry and Agricultural Biotechnology Institute (FABI), Genomics Research Institute (GRI), University of Pretoria, Private Bag X20, Pretoria, 0028, South Africa
| | - Fourie Joubert
- Centre for Bioinformatics and Computational Biology, Genomics Research Institute, Department of Biochemistry, University of Pretoria, Private Bag X20, Pretoria, 0028, South Africa
| | - Shane L Murray
- Centre for Proteomic and Genomic Research, 0A Anzio Rd, Observatory, Cape Town, 7925, South Africa
- Department of Molecular and Cell Biology, University of Cape Town, Private Bag, Rondebosch, 7701, South Africa
| | - Maryke Carstens
- Department of Plant and Soil Sciences, Forestry and Agricultural Biotechnology Institute (FABI), Genomics Research Institute (GRI), University of Pretoria, Private Bag X20, Pretoria, 0028, South Africa
| | - Yao-Cheng Lin
- Department of Plant Systems Biology, VIB, Ghent University, Technologiepark 927, 9052, Ghent, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Technologiepark 927, 9052, Ghent, Belgium
| | - Jacqueline Meyer
- Centre for Proteomic and Genomic Research, 0A Anzio Rd, Observatory, Cape Town, 7925, South Africa
- Department of Plant and Soil Sciences, Forestry and Agricultural Biotechnology Institute (FABI), Genomics Research Institute (GRI), University of Pretoria, Private Bag X20, Pretoria, 0028, South Africa
| | - Bridget G Crampton
- Department of Plant and Soil Sciences, Forestry and Agricultural Biotechnology Institute (FABI), Genomics Research Institute (GRI), University of Pretoria, Private Bag X20, Pretoria, 0028, South Africa
| | - Shawn A Christensen
- Center for Medical, Agricultural, and Veterinary Entomology, United States Department of Agriculture, Agricultural Research Service, Chemistry Research Unit, Gainesville, FL, 32608, USA
| | - Jean F Ntuli
- Department of Molecular and Cell Biology, University of Cape Town, Private Bag, Rondebosch, 7701, South Africa
| | - Sara S Wighard
- Department of Molecular and Cell Biology, University of Cape Town, Private Bag, Rondebosch, 7701, South Africa
| | - Yves Van de Peer
- Department of Plant Systems Biology, VIB, Ghent University, Technologiepark 927, 9052, Ghent, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Technologiepark 927, 9052, Ghent, Belgium
- Department of Genetics, Genomics Research Institute, University of Pretoria, Private Bag X20, Pretoria, 0028, South Africa
| | - Dave K Berger
- Department of Plant and Soil Sciences, Forestry and Agricultural Biotechnology Institute (FABI), Genomics Research Institute (GRI), University of Pretoria, Private Bag X20, Pretoria, 0028, South Africa
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Avramova V, AbdElgawad H, Zhang Z, Fotschki B, Casadevall R, Vergauwen L, Knapen D, Taleisnik E, Guisez Y, Asard H, Beemster GTS. Drought Induces Distinct Growth Response, Protection, and Recovery Mechanisms in the Maize Leaf Growth Zone. PLANT PHYSIOLOGY 2015; 169:1382-96. [PMID: 26297138 PMCID: PMC4587441 DOI: 10.1104/pp.15.00276] [Citation(s) in RCA: 93] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Accepted: 08/20/2015] [Indexed: 05/08/2023]
Abstract
Drought is the most important crop yield-limiting factor, and detailed knowledge of its impact on plant growth regulation is crucial. The maize (Zea mays) leaf growth zone offers unique possibilities for studying the spatiotemporal regulation of developmental processes by transcriptional analyses and methods that require more material, such as metabolite and enzyme activity measurements. By means of a kinematic analysis, we show that drought inhibits maize leaf growth by inhibiting cell division in the meristem and cell expansion in the elongation zone. Through a microarray study, we observed the down-regulation of 32 of the 54 cell cycle genes, providing a basis for the inhibited cell division. We also found evidence for an up-regulation of the photosynthetic machinery and the antioxidant and redox systems. This was confirmed by increased chlorophyll content in mature cells and increased activity of antioxidant enzymes and metabolite levels across the growth zone, respectively. We demonstrate the functional significance of the identified transcriptional reprogramming by showing that increasing the antioxidant capacity in the proliferation zone, by overexpression of the Arabidopsis (Arabidopsis thaliana) iron-superoxide dismutase gene, increases leaf growth rate by stimulating cell division. We also show that the increased photosynthetic capacity leads to enhanced photosynthesis upon rewatering, facilitating the often-observed growth compensation.
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Affiliation(s)
- Viktoriya Avramova
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Hamada AbdElgawad
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Zhengfeng Zhang
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Bartosz Fotschki
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Romina Casadevall
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Lucia Vergauwen
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Dries Knapen
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Edith Taleisnik
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Yves Guisez
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Han Asard
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Gerrit T S Beemster
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
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Takahashi H, Yamauchi T, Rajhi I, Nishizawa NK, Nakazono M. Transcript profiles in cortical cells of maize primary root during ethylene-induced lysigenous aerenchyma formation under aerobic conditions. ANNALS OF BOTANY 2015; 115:879-94. [PMID: 25858325 PMCID: PMC4407059 DOI: 10.1093/aob/mcv018] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2014] [Revised: 12/10/2014] [Accepted: 01/21/2015] [Indexed: 05/20/2023]
Abstract
BACKGROUND AND AIMS Internal aeration is important for plants to survive during periods of waterlogging, and the ability to form aerenchyma contributes by creating a continuous gas space between the shoots and the roots. Roots of maize (Zea mays) react to prolonged waterlogging by forming aerenchyma in root cortical cells by programmed cell death (PCD) in response to ethylene. The aim of this study was to understand the molecular mechanisms of ethylene-induced aerenchyma formation by identifying genes that are either up- or downregulated by ethylene treatment in maize root cortical cells. METHODS Three-day-old maize seedlings were treated with ethylene for several hours under aerobic conditions. Cortical cells were isolated from the primary roots using laser microdissection (LM), and transcript profiles with and without ethylene treatment were compared by microarray. In addition, the effect on ethylene-induced aerenchyma formation of diphenyleneiodonium (DPI), an inhibitor of NADPH oxidases, was examined in order to assess the involvement of reactive oxygen species (ROS). KEY RESULTS A total of 223 genes were identified whose transcript levels were significantly increased or decreased by ethylene treatment in root cortical cells under aerobic conditions. Subsequent tissue-specific quantitative reverse-transcription PCR analyses revealed that ethylene increased the transcript levels of genes related to ethylene signalling in all of the root tissues examined (stelar cells, cortical cells and outer cell layers), whereas it increased the transcript levels of genes related to cell wall modification and proteolysis specifically in the cortical cells. DPI treatment inhibited the ethylene-induced aerenchyma formation and suppressed expression of some cell wall modification-related genes. CONCLUSIONS Several genes related to cell wall modification and proteolysis are specifically up- or downregulated in cortical cells during lysigenous aerenchyma formation under aerobic conditions with ethylene treatment. The results suggest that ethylene is perceived in stelar cells, cortical cells and outer cell layers in the maize primary root, and that the cortical cell-specific PCD is controlled downstream of ethylene perception through subsequent gene expression, which is partly regulated by ROS, in the cortical cells.
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Affiliation(s)
- Hirokazu Takahashi
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa, Nagoya 464-8601, Japan, Biotechnology Center Borj Cedria Science and Technology Park, Route Touristique Borj Cedria-Soliman, BP 901, 2050 Hammam-Lif, Tunisia, Graduate School of Agricultural and Life Sciences, University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan and Research Institute for Bioresources and Biotechnology, Ishikawa Prefectural University, 1-308 Suematsu, Nonoichi-machi, Ishikawa 921-8836, Japan
| | - Takaki Yamauchi
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa, Nagoya 464-8601, Japan, Biotechnology Center Borj Cedria Science and Technology Park, Route Touristique Borj Cedria-Soliman, BP 901, 2050 Hammam-Lif, Tunisia, Graduate School of Agricultural and Life Sciences, University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan and Research Institute for Bioresources and Biotechnology, Ishikawa Prefectural University, 1-308 Suematsu, Nonoichi-machi, Ishikawa 921-8836, Japan
| | - Imene Rajhi
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa, Nagoya 464-8601, Japan, Biotechnology Center Borj Cedria Science and Technology Park, Route Touristique Borj Cedria-Soliman, BP 901, 2050 Hammam-Lif, Tunisia, Graduate School of Agricultural and Life Sciences, University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan and Research Institute for Bioresources and Biotechnology, Ishikawa Prefectural University, 1-308 Suematsu, Nonoichi-machi, Ishikawa 921-8836, Japan
| | - Naoko K Nishizawa
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa, Nagoya 464-8601, Japan, Biotechnology Center Borj Cedria Science and Technology Park, Route Touristique Borj Cedria-Soliman, BP 901, 2050 Hammam-Lif, Tunisia, Graduate School of Agricultural and Life Sciences, University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan and Research Institute for Bioresources and Biotechnology, Ishikawa Prefectural University, 1-308 Suematsu, Nonoichi-machi, Ishikawa 921-8836, Japan Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa, Nagoya 464-8601, Japan, Biotechnology Center Borj Cedria Science and Technology Park, Route Touristique Borj Cedria-Soliman, BP 901, 2050 Hammam-Lif, Tunisia, Graduate School of Agricultural and Life Sciences, University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan and Research Institute for Bioresources and Biotechnology, Ishikawa Prefectural University, 1-308 Suematsu, Nonoichi-machi, Ishikawa 921-8836, Japan
| | - Mikio Nakazono
- Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa, Nagoya 464-8601, Japan, Biotechnology Center Borj Cedria Science and Technology Park, Route Touristique Borj Cedria-Soliman, BP 901, 2050 Hammam-Lif, Tunisia, Graduate School of Agricultural and Life Sciences, University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan and Research Institute for Bioresources and Biotechnology, Ishikawa Prefectural University, 1-308 Suematsu, Nonoichi-machi, Ishikawa 921-8836, Japan
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