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Neelakandan AK, Kabahuma M, Yang Q, Lopez M, Wisser RJ, Balint-Kurti P, Lauter N. Characterization of integration sites and transfer DNA structures in Agrobacterium-mediated transgenic events of maize inbred B104. G3 (BETHESDA, MD.) 2023; 13:jkad166. [PMID: 37523773 PMCID: PMC10542558 DOI: 10.1093/g3journal/jkad166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 07/17/2023] [Accepted: 07/20/2023] [Indexed: 08/02/2023]
Abstract
In maize, the community-standard transformant line B104 is a useful model for dissecting features of transfer DNA (T-DNA) integration due to its compatibility with Agrobacterium-mediated transformation and the availability of its genome sequence. Knowledge of transgene integration sites permits the analysis of the genomic environment that governs the strength of gene expression and phenotypic effects due to the disruption of an endogenous gene or regulatory element. In this study, we optimized a fusion primer and nested integrated PCR (FPNI-PCR) technique for T-DNA detection in maize to characterize the integration sites of 89 T-DNA insertions in 81 transformant lines. T-DNA insertions preferentially occurred in gene-rich regions and regions distant from centromeres. Integration junctions with and without microhomologous sequences as well as junctions with de novo sequences were detected. Sequence analysis of integration junctions indicated that T-DNA was incorporated via the error-prone repair pathways of nonhomologous (predominantly) and microhomology-mediated (minor) end-joining. This report provides a quantitative assessment of Agrobacterium-mediated T-DNA integration in maize with respect to insertion site features, the genomic distribution of T-DNA incorporation, and the mechanisms of integration. It also demonstrates the utility of the FPNI-PCR technique, which can be adapted to any species of interest.
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Affiliation(s)
| | - Mercy Kabahuma
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011, USA
- Interdisciplinary Genetics and Genomics Graduate Program, Iowa State University, Ames, IA 50011, USA
| | - Qin Yang
- Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC 27695, USA
- State Key Laboratory of Crop Stress Biology for Arid Areas, Northwest A&F University, Yangling 712100, China
| | - Miriam Lopez
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011, USA
- Corn Insects and Crop Genetics Research Unit, USDA-ARS, Ames, IA 50011, USA
| | - Randall J Wisser
- Department of Plant and Soil Sciences, University of Delaware, Newark, DE 19716, USA
- Laboratoire d’Ecophysiologie des Plantes sous Stress Environmentaux, INRAE, University of Montpellier, L’Institut Agro, Montpellier 34000, France
| | - Peter Balint-Kurti
- Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC 27695, USA
- Plant Science Research Unit, USDA-ARS, Raleigh, NC 27695, USA
| | - Nick Lauter
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011, USA
- Interdisciplinary Genetics and Genomics Graduate Program, Iowa State University, Ames, IA 50011, USA
- Corn Insects and Crop Genetics Research Unit, USDA-ARS, Ames, IA 50011, USA
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2
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Cho H, Moy Y, Rudnick NA, Klein TM, Yin J, Bolar J, Hendrick C, Beatty M, Castañeda L, Kinney AJ, Jones TJ, Chilcoat ND. Development of an efficient marker-free soybean transformation method using the novel bacterium Ochrobactrum haywardense H1. PLANT BIOTECHNOLOGY JOURNAL 2022; 20:977-990. [PMID: 35015927 PMCID: PMC9055811 DOI: 10.1111/pbi.13777] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 12/15/2021] [Accepted: 12/28/2021] [Indexed: 05/03/2023]
Abstract
We have discovered a novel bacterium, Ochrobactrum haywardense H1 (Oh H1), which is capable of efficient plant transformation. Ochrobactrum is a new host for Agrobacterium-derived vir and T-DNA-mediated transformation. Oh H1 is a unique, non-phytopathogenic species, categorized as a BSL-1 organism. We engineered Oh H1 with repurposed Agrobacterium virulence machinery and demonstrated Oh H1 can transform numerous dicot species and at least one monocot, sorghum. We generated a cysteine auxotrophic Oh H1-8 strain containing a binary vector system. Oh H1-8 produced transgenic soybean plants with an efficiency 1.6 times that of Agrobacterium strain AGL1 and 2.9 times that of LBA4404Thy-. Oh H1-8 successfully transformed several elite Corteva soybean varieties with T0 transformation frequency up to 35%. In addition to higher transformation efficiencies, Oh H1-8 generated high-quality, transgenic events with single-copy, plasmid backbone-free insertion at frequencies higher than AGL1. The SpcN selectable marker gene is excised using a heat shock-inducible excision system resulting in marker-free transgenic events. Approximately, 24.5% of the regenerated plants contained only a single copy of the transgene and contained no vector backbone. There were no statistically significant differences in yield comparing T3 null-segregant lines to wild-type controls. We have demonstrated that Oh H1-8, combined with spectinomycin selection, is an efficient, rapid, marker-free and yield-neutral transformation system for elite soybean.
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Affiliation(s)
- Hyeon‐Je Cho
- Research and DevelopmentCorteva AgriscienceJohnstonIAUSA
| | - York Moy
- Research and DevelopmentCorteva AgriscienceJohnstonIAUSA
- Alpine Roads Inc.South San FranciscoCAUSA
| | - Nathan A. Rudnick
- Research and DevelopmentCorteva AgriscienceJohnstonIAUSA
- Relic Culture LLC.San LeandroCAUSA
| | - Theodore M. Klein
- Research and DevelopmentCorteva AgriscienceJohnstonIAUSA
- Meristematic Inc.San FranciscoCAUSA
| | - Jiaming Yin
- Research and DevelopmentCorteva AgriscienceJohnstonIAUSA
| | - Joy Bolar
- Research and DevelopmentCorteva AgriscienceJohnstonIAUSA
| | - Carol Hendrick
- Research and DevelopmentCorteva AgriscienceJohnstonIAUSA
| | - Mary Beatty
- Research and DevelopmentCorteva AgriscienceJohnstonIAUSA
| | | | | | - Todd J. Jones
- Research and DevelopmentCorteva AgriscienceJohnstonIAUSA
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3
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Comparative evaluation of resistance to potato virus Y (PVY) in three different RNAi-based transgenic potato plants. Transgenic Res 2022; 31:313-323. [PMID: 35262867 DOI: 10.1007/s11248-022-00302-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 02/24/2022] [Indexed: 10/18/2022]
Abstract
Small interfering RNAs (siRNAs) produced from template double-stranded RNAs (dsRNAs) can activate the immune system in transgenic plants by detecting virus transcripts to degrade. In the present study, an RNA interference (RNAi) gene silencing mechanism was used for the development of transgenic potato plants resistant to potato virus Y (PVY), the most harmful viral disease. Three RNAi gene constructs were designed based on the coat protein (CP) and the untranslated region parts of the PVY genome, being highly conserved among all strains of the PVY viruses. Transgenic potato plants were generated using Agrobacterium containing pCAMRNAiCP, pCAMRNAiUR, and pCAMRNAiCP-UR constructs. The transgene insertions were confirmed by molecular analysis containing polymerase chain reaction (PCR) and southern blotting. The resistance of transgenic plants to PVY virus was determined using bioassay and evaluating the amount of viral RNA in plants by RT-PCR, dot blotting of PVY coating protein, and enzyme-linked immunosorbent assay (ELISA). Bioassay analysis revealed that more than 67% of transgenic potato plants were resistant to PVY compared with the non-transgenic plants, which showed viral disease symptoms. No phenotypic abnormalities were observed in transgenic plants. Out of six lines in southern blot analysis, four lines had one copy of the transgene and two lines had two copies of the target genes. No correlation was detected between the copy number of the genes and the resistance level of the plant to PVY. Transgenic lines obtained from all three constructs indicated more or less similar levels of resistance against viral infection; however, CP-UR lines exhibited relatively high resistance followed by CP and UR expressing lines, respectively. Meanwhile, some lines showed a delay in symptoms 35 days after infection which were classified as susceptible.
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Basu D, South PF. Design and Analysis of Native Photorespiration Gene Motifs of Promoter Untranslated Region Combinations Under Short Term Abiotic Stress Conditions. FRONTIERS IN PLANT SCIENCE 2022; 13:828729. [PMID: 35251099 PMCID: PMC8888687 DOI: 10.3389/fpls.2022.828729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 01/18/2022] [Indexed: 05/09/2023]
Abstract
Quantitative traits are rarely controlled by a single gene, thereby making multi-gene transformation an indispensable component of modern synthetic biology approaches. However, the shortage of unique gene regulatory elements (GREs) for the robust simultaneous expression of multiple nuclear transgenes is a major bottleneck that impedes the engineering of complex pathways in plants. In this study, we compared the transcriptional efficacies of a comprehensive list of well-documented promoter and untranslated region (UTR) sequences side by side. The strength of GREs was examined by a dual-luciferase assay in conjunction with transient expression in tobacco. In addition, we created suites of new GREs with higher transcriptional efficacies by combining the best performing promoter-UTR sequences. We also tested the impact of elevated temperature and high irradiance on the effectiveness of these GREs. While constitutive promoters ensure robust expression of transgenes, they lack spatiotemporal regulations exhibited by native promoters. Here, we present a proof-of-principle study on the characterization of synthetic promoters based on cis-regulatory elements of three key photorespiratory genes. This conserved biochemical process normally increases under elevated temperature, low CO2, and high irradiance stress conditions and results in ∼25% loss in fixed CO2. To select stress-responsive cis-regulatory elements involved in photorespiration, we analyzed promoters of two chloroplast transporters (AtPLGG1 and AtBASS6) and a key plastidial enzyme, AtPGLP using PlantPAN3.0 and AthaMap. Our results suggest that these motifs play a critical role for PLGG1, BASS6, and PGLP in mediating response to elevated temperature and high-intensity light stress. These findings will not only enable the advancement of metabolic and genetic engineering of photorespiration but will also be instrumental in related synthetic biology approaches.
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Affiliation(s)
| | - Paul F. South
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, United States
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5
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Dalla Costa L, Vinciguerra D, Giacomelli L, Salvagnin U, Piazza S, Spinella K, Malnoy M, Moser C, Marchesi U. Integrated approach for the molecular characterization of edited plants obtained via Agrobacterium tumefaciens-mediated gene transfer. Eur Food Res Technol 2021. [DOI: 10.1007/s00217-021-03881-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
AbstractAgrobacterium tumefaciens-mediated gene transfer—actually the most used method to engineer plants—may lead to integration of multiple copies of T-DNA in the plant genome, as well as to chimeric tissues composed of modified cells and wild type cells. A molecular characterization of the transformed lines is thus a good practice to select the best ones for further investigation. Nowadays, several quantitative and semi-quantitative techniques are available to estimate the copy number (CN) of the T-DNA in genetically modified plants. In this study, we compared three methods based on (1) real-time polymerase chain reaction (qPCR), (2) droplet digital PCR (ddPCR), and (3) next generation sequencing (NGS), to carry out a molecular characterization of grapevine edited lines. These lines contain a knock-out mutation, obtained via CRISPR/Cas9 technology, in genes involved in plant susceptibility to two important mildew diseases of grapevine. According to our results, qPCR and ddPCR outputs are largely in agreement in terms of accuracy, especially for low CN values, while ddPCR resulted more precise than qPCR. With regard to the NGS analysis, the CNs detected with this method were often not consistent with those calculated by qPCR and ddPCR, and NGS was not able to discriminate the integration points in three out of ten lines. Nevertheless, the NGS method can positively identify T-DNA truncations or the presence of tandem/inverted repeats, providing distinct and relevant information about the transgene integration asset. Moreover, the expression analysis of Cas9 and single guide RNA (sgRNA), and the sequencing of the target site added new information to be related to CN data. This work, by reporting a practical case-study on grapevine edited lines, explores pros and cons of the most advanced diagnostic techniques available for the precocious selection of the proper transgenic material. The results may be of interest both to scientists developing new transgenic lines, and to laboratories in charge of GMO control.
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6
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Simmons CR, Lafitte HR, Reimann KS, Brugière N, Roesler K, Albertsen MC, Greene TW, Habben JE. Successes and insights of an industry biotech program to enhance maize agronomic traits. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2021; 307:110899. [PMID: 33902858 DOI: 10.1016/j.plantsci.2021.110899] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 03/22/2021] [Accepted: 03/26/2021] [Indexed: 05/18/2023]
Abstract
Corteva Agriscience™ ran a discovery research program to identify biotech leads for improving maize Agronomic Traits such as yield, drought tolerance, and nitrogen use efficiency. Arising from many discovery sources involving thousands of genes, this program generated over 3331 DNA cassette constructs involving a diverse set of circa 1671 genes, whose transformed maize events were field tested from 2000 to 2018 under managed environments designed to evaluate their potential for commercialization. We demonstrate that a subgroup of these transgenic events improved yield in field-grown elite maize breeding germplasm. A set of at least 22 validated gene leads are identified and described which represent diverse molecular and physiological functions. These leads illuminate sectors of biology that could guide crop improvement in maize and perhaps other crops. In this review and interpretation, we share some of our approaches and results, and key lessons learned in discovering and developing these maize Agronomic Traits leads.
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Affiliation(s)
- Carl R Simmons
- Corteva Agriscience, 7300 NW 62nd Avenue, Johnston, IA, 50131, USA.
| | - H Renee Lafitte
- Corteva Agriscience, 7300 NW 62nd Avenue, Johnston, IA, 50131, USA
| | - Kellie S Reimann
- Corteva Agriscience, 7300 NW 62nd Avenue, Johnston, IA, 50131, USA
| | - Norbert Brugière
- Corteva Agriscience, 7300 NW 62nd Avenue, Johnston, IA, 50131, USA
| | - Keith Roesler
- Corteva Agriscience, 7300 NW 62nd Avenue, Johnston, IA, 50131, USA
| | - Marc C Albertsen
- Corteva Agriscience, 7300 NW 62nd Avenue, Johnston, IA, 50131, USA
| | - Thomas W Greene
- Corteva Agriscience, 7300 NW 62nd Avenue, Johnston, IA, 50131, USA
| | - Jeffrey E Habben
- Corteva Agriscience, 7300 NW 62nd Avenue, Johnston, IA, 50131, USA
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Kausch AP, Wang K, Kaeppler HF, Gordon-Kamm W. Maize transformation: history, progress, and perspectives. MOLECULAR BREEDING : NEW STRATEGIES IN PLANT IMPROVEMENT 2021; 41:38. [PMID: 37309443 PMCID: PMC10236110 DOI: 10.1007/s11032-021-01225-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Accepted: 04/14/2021] [Indexed: 06/14/2023]
Abstract
Maize functional genomics research and genetic improvement strategies have been greatly accelerated and refined through the development and utilization of genetic transformation systems. Maize transformation is a composite technology based on decades' efforts in optimizing multiple factors involving microbiology and physical/biochemical DNA delivery, as well as cellular and molecular biology. This review provides a historical reflection on the development of maize transformation technology including the early failures and successful milestones. It also provides a current perspective on the understanding of tissue culture responses and their impact on plant regeneration, the pros and cons of different DNA delivery methods, the identification of a palette of selectable/screenable markers, and most recently the development of growth-stimulating or morphogenic genes to improve efficiencies and extend the range of transformable genotypes. Steady research progress in these interdependent components has been punctuated by benchmark reports celebrating the progress in maize transformation, which invariably relied on a large volume of supporting research that contributed to each step and to the current state of the art. The recent explosive use of CRISPR/Cas9-mediated genome editing has heightened the demand for higher transformation efficiencies, especially for important inbreds, to support increasingly sophisticated and complicated genomic modifications, in a manner that is widely accessible. These trends place an urgent demand on taking maize transformation to the next level, presaging a new generation of improvements on the horizon. Once realized, we anticipate a near-future where readily accessible, genotype-independent maize transformation, together with advanced genomics, genome editing, and accelerated breeding, will contribute to world agriculture and global food security.
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Affiliation(s)
- Albert P. Kausch
- Department of Cell and Molecular Biology, University of Rhode Island, South Kingstown, RI 02892 USA
| | - Kan Wang
- Department of Agronomy, Iowa State University, Ames, IA 50011 USA
| | - Heidi F. Kaeppler
- Department of Agronomy, University of Wisconsin, Madison, WI 53706 USA
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Gao H, Mutti J, Young JK, Yang M, Schroder M, Lenderts B, Wang L, Peterson D, St. Clair G, Jones S, Feigenbutz L, Marsh W, Zeng M, Wagner S, Farrell J, Snopek K, Scelonge C, Sopko X, Sander JD, Betts S, Cigan AM, Chilcoat ND. Complex Trait Loci in Maize Enabled by CRISPR-Cas9 Mediated Gene Insertion. FRONTIERS IN PLANT SCIENCE 2020; 11:535. [PMID: 32431725 PMCID: PMC7214728 DOI: 10.3389/fpls.2020.00535] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 04/08/2020] [Indexed: 05/03/2023]
Abstract
Modern maize hybrids often contain biotech and native traits. To-date all biotech traits have been randomly inserted in the genome. Consequently, developing hybrids with multiple traits is expensive, time-consuming, and complex. Here we report using CRISPR-Cas9 to generate a complex trait locus (CTL) to facilitate trait stacking. A CTL consists of multiple preselected sites positioned within a small well-characterized chromosomal region where trait genes are inserted. We generated individual lines, each carrying a site-specific insertion landing pad (SSILP) that was targeted to a preselected site and capable of efficiently receiving a transgene via recombinase-mediated cassette exchange. The selected sites supported consistent transgene expression and the SSILP insertion had no effect on grain yield. We demonstrated that two traits residing at different sites within a CTL can be combined via genetic recombination. CTL technology is a major step forward in the development of multi-trait maize hybrids.
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Affiliation(s)
- Huirong Gao
- Research and Development, Corteva Agriscience, Johnston, IA, United States
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9
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Fu J, Liu B. Enhanced yield performance of transgenic cry1C* rice in saline-alkaline soil. GM CROPS & FOOD 2020; 11:97-112. [PMID: 31906775 PMCID: PMC7289519 DOI: 10.1080/21645698.2019.1709383] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2019] [Revised: 12/15/2019] [Accepted: 12/20/2019] [Indexed: 12/23/2022]
Abstract
China has a large area of saline-alkaline land that can be utilized for the cultivation of transgenic rice. Therefore, the growth and reproductive behavior of transgenic rice are not only a problem for production that needs to be resolved, but also an important aspect of environmental risk assessment for saline alkali soil. In the present study, an insect-resistant transgenic cry1C* rice, T1C-19, was grown in farmland and saline-alkaline soils. The transcription and translation of the exogenous cry1C*, and vegetative and reproductive fitness, such as plant height, tiller number, biomass, filled grain number and weight per plant, were assessed. Our findings indicated that the transcription and translation of exogenous cry1C* gene in T1C-19 rice grown in saline-alkaline soil were lower than that grown in farmland; however, the correlation was not significant. The vegetative and reproductive growth abilities of T1C-19 were lower than that of the parental rice, Minghui63 (MH63), in farmland. In alkaline-saline soil, except for tiller number and biomass, there were no significant differences between T1C-19 and MH63 in other vegetative indices. In contrast, the reproductive indices of T1C-19 were significantly higher than those of MH63. The results suggested that T1C-19 had a strong reproductive capacity, and significantly reduced the loss of yield caused by insects, thereby leading to a higher yield than that of MH63 grown in saline-alkaline soils. This may promote the cultivation of saline-alkaline soil to permit farming of T1C-19 in China in the future, despite the possible increased ecological risks.
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Affiliation(s)
- Jianmei Fu
- Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing, China
- College of Life Sciences, Nanjing Agricultural University, Nanjing, China
| | - Biao Liu
- Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing, China
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Wang PH, Kumar S, Zeng J, McEwan R, Wright TR, Gupta M. Transcription Terminator-Mediated Enhancement in Transgene Expression in Maize: Preponderance of the AUGAAU Motif Overlapping With Poly(A) Signals. FRONTIERS IN PLANT SCIENCE 2020; 11:570778. [PMID: 33178242 PMCID: PMC7591816 DOI: 10.3389/fpls.2020.570778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 09/11/2020] [Indexed: 05/08/2023]
Abstract
The selection of transcription terminators (TTs) for pairing with high expressing constitutive promoters in chimeric constructs is crucial to deliver optimal transgene expression in plants. In this study, the use of the native combinations of four polyubiquitin gene promoters and corresponding TTs resulted in up to >3-fold increase in transgene expression in maize. Of the eight polyubiquitin promoter and TT regulatory elements utilized, seven were novel and identified from the polyubiquitin genes of Brachypodium distachyon, Setaria italica, and Zea mays. Furthermore, gene expression driven by the Cassava mosaic virus promoter was studied by pairing the promoter with distinct TTs derived from the high expressing genes of Arabidopsis. Of the three TTs studied, the polyubiquitin10 gene TT produced the highest transgene expression in maize. Polyadenylation patterns and mRNA abundance from eight distinct TTs were analyzed using 3'-RACE and next-generation sequencing. The results exhibited one to three unique polyadenylation sites in the TTs. The poly(A) site patterns for the StPinII TT were consistent when the same TT was deployed in chimeric constructs irrespective of the reporter gene and promoter used. Distal to the poly(A) sites, putative polyadenylation signals were identified in the near-upstream regions of the TTs based on previously reported mutagenesis and bioinformatics studies in rice and Arabidopsis. The putative polyadenylation signals were 9 to 11 nucleotides in length. Six of the eight TTs contained the putative polyadenylation signals that were overlaps of either canonical AAUAAA or AAUAAA-like polyadenylation signals and AUGAAU, a top-ranking-hexamer of rice and Arabidopsis gene near-upstream regions. Three of the polyubiquitin gene TTs contained the identical 9-nucleotide overlap, AUGAAUAAG, underscoring the functional significance of such overlaps in mRNA 3' end processing. In addition to identifying new combinations of regulatory elements for high constitutive trait gene expression in maize, this study demonstrated the importance of TTs for optimizing gene expression in plants. Learning from this study could be applied to other dicotyledonous and monocotyledonous plant species for transgene expression. Research on TTs is not limited to transgene expression but could be extended to the introduction of appropriate mutations into TTs via genome editing, paving the way for expression modulation of endogenous genes.
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Affiliation(s)
- Po-Hao Wang
- Applied Science & Technology, Corteva Agriscience, Johnston, IA, United States
| | - Sandeep Kumar
- Applied Science & Technology, Corteva Agriscience, Johnston, IA, United States
- *Correspondence: Sandeep Kumar,
| | - Jia Zeng
- Data Science & Informatics, Corteva Agriscience, Indianapolis, IN, United States
| | - Robert McEwan
- Applied Science & Technology, Corteva Agriscience, Johnston, IA, United States
| | - Terry R. Wright
- Trait Discovery, Corteva Agriscience, Indianapolis, IN, United States
| | - Manju Gupta
- Trait Product Development, Dow Agrosciences, Indianapolis, IN, United States
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