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Wang S, Yue Z, Yu C, Wang R, Sui Y, Hou Y, Zhao Y, Zhao L, Chen C, Yang Z, Shao K. Genome-wide association study identifies the genetic basis of key agronomic traits in 207 sugar beet accessions. HORTICULTURE RESEARCH 2024; 11:uhae230. [PMID: 39415969 PMCID: PMC11481341 DOI: 10.1093/hr/uhae230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 07/30/2024] [Indexed: 10/19/2024]
Abstract
Sugar beet (Beta vulgaris) has emerged as one of the two primary crops, alongside sugarcane, for global sugar production. Comprehensively understanding sucrose synthesis, transport, and accumulation in sugar beet holds great significance for enhancing sugar production. In this study, we collected a diverse set of 269 sugar beet accessions worldwide and measured 12 phenotypes, comprising biomass, soluble sugar content, and 10 taproot-related traits. We re-sequenced 207 accessions to explore genetic diversity and population structure. Then we employed a genome-wide association study (GWAS) and RNA-seq to identify single-nucleotide polymorphisms and genes associated with natural phenotypic variations. Our findings revealed a panel of genes potentially regulating biomass and sugar accumulation, notably the dual-role gene UDP-glucose 4-epimerase, which genetically balances sugar accumulation and cell wall synthesis. In summary, this study provides a foundation for molecular breeding in sugar beet.
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Affiliation(s)
- Sufang Wang
- Inner Mongolia Academy of Science and Technology, Hohhot , Inner Mongolia, 010000, China
- School of Life Sciences, Northwestern Polytechnical University, Xi’an 710072, China
| | - Zhiyong Yue
- College of Medicine, Xi’an International University, Xi’an 710077, China
| | - Chao Yu
- Inner Mongolia Academy of Science and Technology, Hohhot , Inner Mongolia, 010000, China
| | - Ruili Wang
- Inner Mongolia Academy of Science and Technology, Hohhot , Inner Mongolia, 010000, China
| | - Yang Sui
- Inner Mongolia Academy of Science and Technology, Hohhot , Inner Mongolia, 010000, China
| | - Yaguang Hou
- Inner Mongolia Academy of Science and Technology, Hohhot , Inner Mongolia, 010000, China
| | - Ying Zhao
- Inner Mongolia Academy of Science and Technology, Hohhot , Inner Mongolia, 010000, China
| | - Lingling Zhao
- Inner Mongolia Academy of Science and Technology, Hohhot , Inner Mongolia, 010000, China
| | - Chunmei Chen
- Inner Mongolia Academy of Science and Technology, Hohhot , Inner Mongolia, 010000, China
| | - Zhimin Yang
- Inner Mongolia Academy of Science and Technology, Hohhot , Inner Mongolia, 010000, China
| | - Ke Shao
- Inner Mongolia Academy of Science and Technology, Hohhot , Inner Mongolia, 010000, China
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Llerena JPP, Figueiredo R, Ferreira SS, Cesarino I, Mazzafera P. Isolation of Promoters and Transcription Factors Involved in the Regulation of Lignin Biosynthesis in Saccharum Species. Methods Mol Biol 2022; 2469:103-118. [PMID: 35508833 DOI: 10.1007/978-1-0716-2185-1_9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Sugarcane bagasse has received attention as a raw material for the production of second-generation ethanol (E2G). However, its use is limited because of the cell wall recalcitrance, mostly conferred by lignin. Recently our knowledge of the genes coding for the enzymes of the lignin biosynthesis pathway has increased; however, still little is known about the transcription factors controlling the expression of these genes in sugarcane. Here we describe protocols to optimize the isolation of the promoters of the lignin biosynthetic genes ShCAD8, ShCOMT and ShF5H and the transcription factors (TFs) ShMYB85 and ShMYB58/63 in Saccharum species. To confirm whether these TFs are able to activate the target promoters, a transactivation assay in BY2 protoplasts of Nicotiana tabacum is also detailed.
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Affiliation(s)
| | - Raquel Figueiredo
- Department of Plant Biology, Institute of Biology, State University of Campinas, Campinas, Brazil
- Department of Biology, Faculty of Sciences and LAQV Requimte, Sustainable Chemistry, University of Porto, Porto, Portugal
| | - Sávio Siqueira Ferreira
- BioDiscovery Institute and Department of Biological Sciences, University of North Texas, Denton, TX, USA
| | - Igor Cesarino
- Department of Botany, Institute of Biosciences, University of São Paulo, São Paulo, Brazil
| | - Paulo Mazzafera
- Department of Plant Biology, Institute of Biology, State University of Campinas, Campinas, Brazil.
- Department of Crop Science, College of Agriculture Luiz de Queiroz, University of São Paulo, Piracicaba, Brazil.
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Imran M, Barboza AL, Asad S, Khalid ZM, Mukhtar Z. Expression patterns of cp4- epsps gene in diverse transgenic Saccharum officinarum L. genotypes. PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2019; 25:779-786. [PMID: 31168239 PMCID: PMC6522613 DOI: 10.1007/s12298-019-00650-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 01/25/2019] [Accepted: 02/13/2019] [Indexed: 06/09/2023]
Abstract
Glyphosate, a functional analogue of phosphoenolpyruvate (PEP), blocks the shikimate pathway by inhibiting the enzyme 5-enolpyruvylshikimate-3-phosphate synthase (EPSPS; EC 2.5.1.19) through interference with the conversion of (shikimate-3-phosphate) S3P and PEP to 5-enolpyruvylshikimate-3-phosphate (EPSP) and subsequently leads to plant death. This metabolic pathway possesses great potential to be used for development of herbicide resistant transgenic crops and here in this study, we wanted to check the expression potential of CP4-EPSPS gene in various sugarcane genotypes. A synthetic version of CP4-EPSPS gene synthesized commercially, cloned in pGreen0029 vector, was transformed into regenerable embryogenic calli of three different sugarcane cultivars HSF-240, S2003US-778 and S2003US-114 using biolistic gene transfer approach for comparative transcriptional studies. Transgenic lines screened by PCR analysis were subjected to Southern hybridization for checking transgene integration patterns. All the tested lines were found to contain multiple (3-6) insert copies. Putative transgenic plants produced the CP4-EPSPS protein which was detected using immunoblot analysis. The CP4-EPSPS transcript expression detected by qRT-PCR was found to vary from genotype to genotype and is being reported first time. In vitro glyphosate assay showed that transformed plants were conferring herbicide tolerance. It is concluded that different cultivars of sugarcane give variable expression of the same transgene and reasons for this phenomenon needs to be investigated.
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Affiliation(s)
- Muhammad Imran
- Agricultural Biotechnology Division, National Institute for Biotechnology and Genetic Engineering, P.O. Box 577, Jhang Road, Faisalabad, Pakistan
- Pakistan Institute of Engineering and Applied Sciences, Nilore, Islamabad, Pakistan
| | - Andre Luiz Barboza
- Laboratory of Genomics and Molecular Biology, Department of Biological Sciences, Escola Superior Agricultura Luiz De Quiroz, University of Sao Paulo, Piracicaba, SP Brazil
| | - Shaheen Asad
- Agricultural Biotechnology Division, National Institute for Biotechnology and Genetic Engineering, P.O. Box 577, Jhang Road, Faisalabad, Pakistan
- Pakistan Institute of Engineering and Applied Sciences, Nilore, Islamabad, Pakistan
| | - Zafar M. Khalid
- Department of Bioinformatics and Biotechnology, International Islamic University, Islamabad, Pakistan
| | - Zahid Mukhtar
- Agricultural Biotechnology Division, National Institute for Biotechnology and Genetic Engineering, P.O. Box 577, Jhang Road, Faisalabad, Pakistan
- Pakistan Institute of Engineering and Applied Sciences, Nilore, Islamabad, Pakistan
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Guidelli GV, Mattiello L, Gallinari RH, Lucca PCD, Menossi M. pGVG: a new Gateway-compatible vector for transformation of sugarcane and other monocot crops. Genet Mol Biol 2018; 41:450-454. [PMID: 30088611 PMCID: PMC6082244 DOI: 10.1590/1678-4685-gmb-2017-0262] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2017] [Accepted: 11/27/2017] [Indexed: 11/21/2022] Open
Abstract
The successful development of genetically engineered monocots using Agrobacterium-mediated transformation has created an increasing demand for compatible vectors. We have developed a new expression vector, pGVG, for efficient transformation and expression of different constructs for gene overexpression and silencing in sugarcane. The pCAMBIA2300 binary vector was modified by adding Gateway recombination sites for fast gene transfer between vectors and the maize polyubiquitin promoter Ubi-1 (ZmUbi1), which is known to drive high gene expression levels in monocots. Transformation efficiency using the pGVG vector reached up to 14 transgenic events per gram of transformed callus. Transgenic plants expressing the β-glucuronidase (GUS) reporter gene from pGVG showed high levels of GUS activity. qRT-PCR evaluations demonstrated success for both overexpression and hairpin-based silencing cassettes. Therefore, pGVG is suitable for plant transformation and subsequent applications for high-throughput production of stable transgenic sugarcane. The use of an expression cassette based on the ZmUbi1 promoter opens the possibility of using pGVG in other monocot species.
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Affiliation(s)
- Giovanna V Guidelli
- Laboratório de Genoma Funcional, Universidade Estadual de Campinas, Departamento de Genética, Evolução e Bioagentes, Instituto de Biologia, Campinas, SP, Brazil
| | - Lucia Mattiello
- Laboratório de Genoma Funcional, Universidade Estadual de Campinas, Departamento de Genética, Evolução e Bioagentes, Instituto de Biologia, Campinas, SP, Brazil
| | - Rafael H Gallinari
- Laboratório de Genoma Funcional, Universidade Estadual de Campinas, Departamento de Genética, Evolução e Bioagentes, Instituto de Biologia, Campinas, SP, Brazil
| | - Paulo Cezar de Lucca
- PangeiaBiotech, Universidade Estadual de Campinas, Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Campinas, SP, Brazil
| | - Marcelo Menossi
- Laboratório de Genoma Funcional, Universidade Estadual de Campinas, Departamento de Genética, Evolução e Bioagentes, Instituto de Biologia, Campinas, SP, Brazil
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Caffall KH, He C, Smith-Jones M, Mayo K, Mai P, Dong S, Ke J, Dunder E, Yarnall M, Whinna R, DeMaio J, Gu W, Sheldon J, Allen M, Costello T, Setliff K, Jain R, Snyder A, Lovelady C, Rawls E, Palmer E, Zhang Y, Bate N, Shi L, Jepson I. Long-term T-DNA insert stability and transgene expression consistency in field propagated sugarcane. PLANT MOLECULAR BIOLOGY 2017; 93:451-463. [PMID: 28032251 DOI: 10.1007/s11103-016-0572-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 12/02/2016] [Indexed: 06/06/2023]
Abstract
This study addresses T-DNA insert stability and transgene expression consistency in multiple cycles of field propagated sugarcane. T-DNA inserts are stable; no transgene rearrangements were observed. AmCYAN1 and PMI protein accumulation levels were maintained. There was no evidence that production of either protein declined across generations and no transgene silencing was observed in three commercial sugarcane varieties through commercially relevant ratooning, propagation-by-setts, and micro-propagation generation processes over 4 years of field testing. Long term transgene expression consistency and T-DNA insert stability can be achieved in sugarcane, suggesting that it is highly probable that transgenic sugarcane can be successfully commercialized. This study addresses T-DNA insert stability and transgene expression consistency in multiple cycles of field propagated sugarcane. These data are critical supporting information needed for successful commercialization of GM sugarcane. Here seventeen transgenic events, containing the AmCYAN1 gene driven by a CMP promoter and the E. coli PMI gene driven by either a CMP or Ubi promoter, were used to monitor T-DNA insert stability and consistency of transgene encoded protein accumulation through commercially relevant ratooning, propagation-by-setts, and micro-propagation generation processes. The experiments were conducted in three commercial sugarcane varieties over 4 years of field testing. DNA gel blot analysis showed that the T-DNA inserts are stable; no transgene rearrangements were observed. Quantitative ELISA showed no evidence of decreasing AmCYAN1 and PMI protein levels across generations and no transgene silencing was observed. These results indicate that long term transgene expression consistency and T-DNA insert stability can be achieved in sugarcane, suggesting that it is highly probable that transgenic sugarcane can be successfully commercialized.
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Affiliation(s)
- Kerry Hosmer Caffall
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Chengkun He
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA.
| | | | - Kristin Mayo
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Pearl Mai
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Shujie Dong
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - John Ke
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Erik Dunder
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Michele Yarnall
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Rachel Whinna
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Joe DeMaio
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Weining Gu
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Judith Sheldon
- Syngenta Jealott's Hill Research Center, Bracknell, BRK, RG42 6EY, UK
| | - Martin Allen
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Tricia Costello
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Kristin Setliff
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Rakesh Jain
- Vero Beach Research Center, Syngenta Crop Protection, LLC, 7145 58th Avenue, Vero Beach, FL, 32967, USA
| | - Ada Snyder
- Vero Beach Research Center, Syngenta Crop Protection, LLC, 7145 58th Avenue, Vero Beach, FL, 32967, USA
| | - Clark Lovelady
- Vero Beach Research Center, Syngenta Crop Protection, LLC, 7145 58th Avenue, Vero Beach, FL, 32967, USA
| | - Eric Rawls
- Vero Beach Research Center, Syngenta Crop Protection, LLC, 7145 58th Avenue, Vero Beach, FL, 32967, USA
| | - Eric Palmer
- Vero Beach Research Center, Syngenta Crop Protection, LLC, 7145 58th Avenue, Vero Beach, FL, 32967, USA
| | - Yan Zhang
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Nicholas Bate
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Liang Shi
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
| | - Ian Jepson
- Syngenta Crop Protection, LLC, 9 Davis Drive, Research Triangle Park, Durham, NC, 27709-2257, USA
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Jackson MA, Sternes PR, Mudge SR, Graham MW, Birch RG. Design rules for efficient transgene expression in plants. PLANT BIOTECHNOLOGY JOURNAL 2014; 12:925-33. [PMID: 24854834 DOI: 10.1111/pbi.12197] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2014] [Revised: 03/24/2014] [Accepted: 04/08/2014] [Indexed: 05/11/2023]
Abstract
Sustained expression of transgenes in specified developmental patterns is commonly needed in plant biotechnology, but obstructed by transgene silencing. Here, we present a set of gene design rules, tested on the silencing-susceptible beetle luc and bacterial ims genes, expressed in sugarcane. Designs tested independently or in combination included removal of rare codons, removal of RNA instability sequences, blocking of likely endogenous sRNA binding sites and randomization of non-rare codons. Stable transgene expression analyses, on multiple independent lines per construct, showed greatest improvement from the removal of RNA instability sequences, accompanied by greatly reduced transcript degradation evident in northern blot analysis. We provide a set of motifs that readily can be eliminated concurrently with rare codons and undesired structural features such as repeat sequences, using Gene Designer 2.0 software. These design rules yielded 935- and 5-fold increased expression in transgenic callus, relative to the native luc and ims sequences; and gave sustained expression under the control of sugarcane and heterologous promoters over several years in greenhouse and field trials. The rules can be applied easily with codon usage tables from any plant species, providing a simple and effective means to achieve sustained expression of otherwise silencing-prone transgenes in plants.
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Chou TC, Moyle RL. Synthetic versions of firefly luciferase and Renilla luciferase reporter genes that resist transgene silencing in sugarcane. BMC PLANT BIOLOGY 2014; 14:92. [PMID: 24708613 PMCID: PMC4021088 DOI: 10.1186/1471-2229-14-92] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2014] [Accepted: 03/31/2014] [Indexed: 05/10/2023]
Abstract
BACKGROUND Down-regulation or silencing of transgene expression can be a major hurdle to both molecular studies and biotechnology applications in many plant species. Sugarcane is particularly effective at silencing introduced transgenes, including reporter genes such as the firefly luciferase gene.Synthesizing transgene coding sequences optimized for usage in the host plant is one method of enhancing transgene expression and stability. Using specified design rules we have synthesised new coding sequences for both the firefly luciferase and Renilla luciferase reporter genes. We have tested these optimized versions for enhanced levels of luciferase activity and for increased steady state luciferase mRNA levels in sugarcane. RESULTS The synthetic firefly luciferase (luc*) and Renilla luciferase (Renluc*) coding sequences have elevated G + C contents in line with sugarcane codon usage, but maintain 75% identity to the native firefly or Renilla luciferase nucleotide sequences and 100% identity to the protein coding sequences.Under the control of the maize pUbi promoter, the synthetic luc* and Renluc* genes yielded 60x and 15x higher luciferase activity respectively, over the native firefly and Renilla luciferase genes in transient assays on sugarcane suspension cell cultures.Using a novel transient assay in sugarcane suspension cells combining co-bombardment and qRT-PCR, we showed that synthetic luc* and Renluc* genes generate increased transcript levels compared to the native firefly and Renilla luciferase genes.In stable transgenic lines, the luc* transgene generated significantly higher levels of expression than the native firefly luciferase transgene. The fold difference in expression was highest in the youngest tissues. CONCLUSIONS We developed synthetic versions of both the firefly and Renilla luciferase reporter genes that resist transgene silencing in sugarcane. These transgenes will be particularly useful for evaluating the expression patterns conferred by existing and newly isolated promoters in sugarcane tissues. The strategies used to design the synthetic luciferase transgenes could be applied to other transgenes that are aggressively silenced in sugarcane.
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MESH Headings
- Gene Expression Regulation, Plant
- Gene Silencing
- Genes, Plant
- Genes, Reporter
- Luciferases, Firefly/genetics
- Luciferases, Renilla/genetics
- Luminescent Measurements
- Open Reading Frames/genetics
- Plant Cells/metabolism
- Plant Stems/metabolism
- Plants, Genetically Modified
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- Reverse Transcriptase Polymerase Chain Reaction
- Saccharum/genetics
- Sequence Alignment
- Sequence Analysis, DNA
- Suspensions
- Synthetic Biology
- Transformation, Genetic
- Transgenes/genetics
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Affiliation(s)
- Ting-Chun Chou
- School of Agriculture and Food Sciences, University of Queensland, Brisbane 4072, Australia
| | - Richard L Moyle
- School of Agriculture and Food Sciences, University of Queensland, Brisbane 4072, Australia
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