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Willems S, Fraiture MA, Deforce D, De Keersmaecker SCJ, De Loose M, Ruttink T, Herman P, Van Nieuwerburgh F, Roosens N. Statistical framework for detection of genetically modified organisms based on Next Generation Sequencing. Food Chem 2015; 192:788-98. [PMID: 26304412 DOI: 10.1016/j.foodchem.2015.07.074] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Revised: 06/26/2015] [Accepted: 07/18/2015] [Indexed: 10/23/2022]
Abstract
Because the number and diversity of genetically modified (GM) crops has significantly increased, their analysis based on real-time PCR (qPCR) methods is becoming increasingly complex and laborious. While several pioneers already investigated Next Generation Sequencing (NGS) as an alternative to qPCR, its practical use has not been assessed for routine analysis. In this study a statistical framework was developed to predict the number of NGS reads needed to detect transgene sequences, to prove their integration into the host genome and to identify the specific transgene event in a sample with known composition. This framework was validated by applying it to experimental data from food matrices composed of pure GM rice, processed GM rice (noodles) or a 10% GM/non-GM rice mixture, revealing some influential factors. Finally, feasibility of NGS for routine analysis of GM crops was investigated by applying the framework to samples commonly encountered in routine analysis of GM crops.
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Affiliation(s)
- Sander Willems
- Scientific Institute of Public Health (WIV-ISP), Platform of Biotechnology and Molecular Biology (PBB), J. Wytsmanstraat 14, 1050 Brussels, Belgium; Scientific Institute of Public Health (WIV-ISP), Biosafety and Biotechnology Unit (SBB), J. Wytsmanstraat 14, 1050 Brussels, Belgium; University of Gent (UGent), Faculty of Pharmaceutical Sciences, Laboratory of Pharmaceutical Biotechnology, Harelbekestraat 72, 9000 Ghent, Belgium
| | - Marie-Alice Fraiture
- Scientific Institute of Public Health (WIV-ISP), Platform of Biotechnology and Molecular Biology (PBB), J. Wytsmanstraat 14, 1050 Brussels, Belgium; Scientific Institute of Public Health (WIV-ISP), Biosafety and Biotechnology Unit (SBB), J. Wytsmanstraat 14, 1050 Brussels, Belgium; University of Gent (UGent), Faculty of Pharmaceutical Sciences, Laboratory of Pharmaceutical Biotechnology, Harelbekestraat 72, 9000 Ghent, Belgium; Institute for Agricultural and Fisheries Research (ILVO), Technology and Food Sciences Unit, Burg. Van Gansberghelaan 115, bus 1, 9820 Merelbeke, Belgium
| | - Dieter Deforce
- University of Gent (UGent), Faculty of Pharmaceutical Sciences, Laboratory of Pharmaceutical Biotechnology, Harelbekestraat 72, 9000 Ghent, Belgium
| | - Sigrid C J De Keersmaecker
- Scientific Institute of Public Health (WIV-ISP), Platform of Biotechnology and Molecular Biology (PBB), J. Wytsmanstraat 14, 1050 Brussels, Belgium
| | - Marc De Loose
- Institute for Agricultural and Fisheries Research (ILVO), Technology and Food Sciences Unit, Burg. Van Gansberghelaan 115, bus 1, 9820 Merelbeke, Belgium
| | - Tom Ruttink
- Institute for Agricultural and Fisheries Research (ILVO), Plant Sciences Unit, Caritasstraat 21, 9090 Melle, Belgium
| | - Philippe Herman
- Scientific Institute of Public Health (WIV-ISP), Biosafety and Biotechnology Unit (SBB), J. Wytsmanstraat 14, 1050 Brussels, Belgium
| | - Filip Van Nieuwerburgh
- University of Gent (UGent), Faculty of Pharmaceutical Sciences, Laboratory of Pharmaceutical Biotechnology, Harelbekestraat 72, 9000 Ghent, Belgium
| | - Nancy Roosens
- Scientific Institute of Public Health (WIV-ISP), Platform of Biotechnology and Molecular Biology (PBB), J. Wytsmanstraat 14, 1050 Brussels, Belgium.
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Manzanares-Palenzuela CL, de-Los-Santos-Álvarez N, Lobo-Castañón MJ, López-Ruiz B. Multiplex electrochemical DNA platform for femtomolar-level quantification of genetically modified soybean. Biosens Bioelectron 2015; 68:259-265. [PMID: 25590971 DOI: 10.1016/j.bios.2015.01.007] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2014] [Revised: 12/17/2014] [Accepted: 01/02/2015] [Indexed: 11/26/2022]
Abstract
Current EU regulations on the mandatory labeling of genetically modified organisms (GMOs) with a minimum content of 0.9% would benefit from the availability of reliable and rapid methods to detect and quantify DNA sequences specific for GMOs. Different genosensors have been developed to this aim, mainly intended for GMO screening. A remaining challenge, however, is the development of genosensing platforms for GMO quantification, which should be expressed as the number of event-specific DNA sequences per taxon-specific sequences. Here we report a simple and sensitive multiplexed electrochemical approach for the quantification of Roundup-Ready Soybean (RRS). Two DNA sequences, taxon (lectin) and event-specific (RR), are targeted via hybridization onto magnetic beads. Both sequences are simultaneously detected by performing the immobilization, hybridization and labeling steps in a single tube and parallel electrochemical readout. Hybridization is performed in a sandwich format using signaling probes labeled with fluorescein isothiocyanate (FITC) or digoxigenin (Dig), followed by dual enzymatic labeling using Fab fragments of anti-Dig and anti-FITC conjugated to peroxidase or alkaline phosphatase, respectively. Electrochemical measurement of the enzyme activity is finally performed on screen-printed carbon electrodes. The assay gave a linear range of 2-250 pM for both targets, with LOD values of 650 fM (160 amol) and 190 fM (50 amol) for the event-specific and the taxon-specific targets, respectively. Results indicate that the method could be applied for GMO quantification below the European labeling threshold level (0.9%), offering a general approach for the rapid quantification of specific GMO events in foods.
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Affiliation(s)
- C Lorena Manzanares-Palenzuela
- Sección Departamental de Química Analítica, Universidad Complutense de Madrid, Pz Ramón y Cajal s/n, 28040 Madrid, Spain
| | - Noemí de-Los-Santos-Álvarez
- Departamento de Química Física y Analítica, Universidad de Oviedo, Av. Julián Clavería 8, 33006 Oviedo, Spain
| | - María Jesús Lobo-Castañón
- Departamento de Química Física y Analítica, Universidad de Oviedo, Av. Julián Clavería 8, 33006 Oviedo, Spain
| | - Beatriz López-Ruiz
- Sección Departamental de Química Analítica, Universidad Complutense de Madrid, Pz Ramón y Cajal s/n, 28040 Madrid, Spain.
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Köppel R, Sendic A, Waiblinger HU. Two quantitative multiplex real-time PCR systems for the efficient GMO screening of food products. Eur Food Res Technol 2014. [DOI: 10.1007/s00217-014-2261-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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Folloni S, Kagkli DM, Rajcevic B, Guimarães NCC, Van Droogenbroeck B, Valicente FH, Van den Eede G, Van den Bulcke M. Detection of airborne genetically modified maize pollen by real-time PCR. Mol Ecol Resour 2012; 12:810-21. [PMID: 22805239 DOI: 10.1111/j.1755-0998.2012.03168.x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The cultivation of genetically modified (GM) crops has raised numerous concerns in the European Union and other parts of the world about their environmental and economic impact. Especially outcrossing of genetically modified organisms (GMO) was from the beginning a critical issue as airborne pollen has been considered an important way of GMO dispersal. Here, we investigate the use of airborne pollen sampling combined with microscopic analysis and molecular PCR analysis as an approach to monitor GM maize cultivations in a specific area. Field trial experiments in the European Union and South America demonstrated the applicability of the approach under different climate conditions, in rural and semi-urban environment, even at very low levels of airborne pollen. The study documents in detail the sampling of GM pollen, sample DNA extraction and real-time PCR analysis. Our results suggest that this 'GM pollen monitoring by bioaerosol sampling and PCR screening' approach might represent an useful aid in the surveillance of GM-free areas, centres of origin and natural reserves.
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Affiliation(s)
- Silvia Folloni
- Molecular Biology and Genomics Unit, European Commission, Joint Research Centre, Institute for Health and Consumer Protection, via E. Fermi 2749, I-21027 Ispra, VA, Italy
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Xiao X, Wu H, Zhou X, Xu S, He J, Shen W, Zhou G, Huang M. The combination of quantitative PCR and western blot detecting CP4-EPSPS component in Roundup Ready soy plant tissues and commercial soy-related foodstuffs. J Food Sci 2012; 77:C603-8. [PMID: 22591269 DOI: 10.1111/j.1750-3841.2012.02718.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
UNLABELLED With the widespread use of Roundup Ready soy (event 40-3-2) (RRS), the comprehensive detection of genetically modified component in foodstuffs is of significant interest, but few protein-based approaches have been found useful in processed foods. In this report, the combination of quantitative PCR (qPCR) and western blot was used to detect cp4-epsps gene and its protein product in different RRS plant tissues and commercial soy-containing foodstuffs. The foods included those of plant origin produced by different processing procedures and also some products containing both meat and plant protein concentrates. The validity of the 2 methods was confirmed first. We also showed that the CP4-EPSPS protein existed in different RRS plant tissues. In certain cases, the results from the western blot and the qPCR were not consistent. To be specific, at least 2 degraded fragments of CP4-EPSPS protein (35.5 and 24.6 kDa) were observed. For dried bean curd crust and deep-fried bean curd, a degraded protein fragment with the size of 24.6 kDa appeared, while cp4-epsps gene could not be traced by qPCR. In contrast, we found a signal of cp4-epsps DNA in 3 foodstuffs, including soy-containing ham cutlet product, meat ball, and sausage by qPCR, while CP4-EPSPS protein could not be detected by western blot in such samples. Our study therefore concluded that the combination of DNA- and protein-based methods would compensate each other, thus resulting in a more comprehensive detection from nucleic acid and protein levels. PRACTICAL APPLICATION The combination of quantitative PCR (qPCR) and western blot was used to detect cp4-epsps gene and its protein product in different Roundup Ready soy (event 40-3-2) plant tissues and commercial soy-containing foodstuffs. The foods included those of plant origin produced by different processing procedures and also some products containing a combination of both meat and plant protein concentrates. This study indicated that the combination of DNA- and protein-based methods would supplement each other for genetically modified detection from nucleic acid and protein levels. Accordingly, qPCR and western blot could be used in CP4-EPSPS detection in a wide variety of soy-related foodstuffs.
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Affiliation(s)
- Xiao Xiao
- College of Life Sciences, Cooperative Demonstration Laboratory of Centrifuge Technique, Nanjing Agricultural Univ, Nanjing 210095, China
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Kluga L, Folloni S, Van den Bulcke M, Van den Eede G, Querci M. Applicability of the “Real-Time PCR-Based Ready-to-Use Multi-Target Analytical System for GMO Detection” in processed maize matrices. Eur Food Res Technol 2011. [DOI: 10.1007/s00217-011-1615-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
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Samson MC, Gullì M, Marmiroli N. Quantitative detection method for Roundup Ready soybean in food using duplex real-time PCR MGB chemistry. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2010; 90:1437-44. [PMID: 20549794 DOI: 10.1002/jsfa.3961] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
BACKGROUND Methodologies that enable the detection of genetically modified organisms (GMOs) (authorized and non-authorized) in food and feed strongly influence the potential for adequate updating and implementation of legislation together with labeling requirements. Quantitative polymerase chain reaction (qPCR) systems were designed to boost the sensitivity and specificity on the identification of GMOs in highly degraded DNA samples; however, such testing will become economically difficult to cope with due to increasing numbers of approved genetically modified (GM) lines. Multiplexing approaches are therefore in development to provide cost-efficient solution. RESULTS Construct-specific primers and probe were developed for quantitative analysis of Roundup Ready soybean (RRS) event glyphosate-tolerant soybean (GTS) 40-3-2. The lectin gene (Le1) was used as a reference gene, and its specificity was verified. RRS- and Le1-specific quantitative real-time PCR (qRTPCR) were optimized in a duplex platform that has been validated with respect to limit of detection (LOD) and limit of quantification (LOQ), as well as accuracy. The analysis of model processed food samples showed that the degradation of DNA has no adverse or little effects on the performance of quantification assay. CONCLUSION In this study, a duplex qRTPCR using TaqMan minor groove binder-non-fluorescent quencher (MGB-NFQ) chemistry was developed for specific detection and quantification of RRS event GTS 40-3-2 that can be used for practical monitoring in processed food products.
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Affiliation(s)
- Maria Cristina Samson
- Department of Environmental Sciences, Genetics and Environmental Biotechnology Section, University of Parma, Parma, Italy
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Branquinho MR, Ferreira RT, Cardarelli-Leite P. Survey of compliance with labeling legislation in food containing GMOs in Brazil. J Food Compost Anal 2010. [DOI: 10.1016/j.jfca.2009.09.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Design of multiplex calibrant plasmids, their use in GMO detection and the limit of their applicability for quantitative purposes owing to competition effects. Anal Bioanal Chem 2010; 396:2151-64. [PMID: 20099062 DOI: 10.1007/s00216-009-3396-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2009] [Revised: 12/09/2009] [Accepted: 12/10/2009] [Indexed: 10/19/2022]
Abstract
Five double-target multiplex plasmids to be used as calibrants for GMO quantification were constructed. They were composed of two modified targets associated in tandem in the same plasmid: (1) a part of the soybean lectin gene and (2) a part of the transgenic construction of the GTS40-3-2 event. Modifications were performed in such a way that each target could be amplified with the same primers as those for the original target from which they were derived but such that each was specifically detected with an appropriate probe. Sequence modifications were done to keep the parameters of the new target as similar as possible to those of its original sequence. The plasmids were designed to be used either in separate reactions or in multiplex reactions. Evidence is given that with each of the five different plasmids used in separate wells as a calibrant for a different copy number, a calibration curve can be built. When the targets were amplified together (in multiplex) and at different concentrations inside the same well, the calibration curves showed that there was a competition effect between the targets and this limits the range of copy numbers for calibration over a maximum of 2 orders of magnitude. Another possible application of multiplex plasmids is discussed.
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Real-time PCR machine system modeling and a systematic approach for the robust design of a real-time PCR-on-a-chip system. SENSORS 2010; 10:697-718. [PMID: 22315563 PMCID: PMC3270864 DOI: 10.3390/s100100697] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2009] [Revised: 01/08/2010] [Accepted: 01/12/2010] [Indexed: 01/10/2023]
Abstract
Chip-based DNA quantification systems are widespread, and used in many point-of-care applications. However, instruments for such applications may not be maintained or calibrated regularly. Since machine reliability is a key issue for normal operation, this study presents a system model of the real-time Polymerase Chain Reaction (PCR) machine to analyze the instrument design through numerical experiments. Based on model analysis, a systematic approach was developed to lower the variation of DNA quantification and achieve a robust design for a real-time PCR-on-a-chip system. Accelerated lift testing was adopted to evaluate the reliability of the chip prototype. According to the life test plan, this proposed real-time PCR-on-a-chip system was simulated to work continuously for over three years with similar reproducibility in DNA quantification. This not only shows the robustness of the lab-on-a-chip system, but also verifies the effectiveness of our systematic method for achieving a robust design.
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Harikai N, Saito S, Tanaka A, Kinoshita K. Determination of unprocessed genetically modified soybean in foods using simplex and duplex real-time PCR with an internal standard. Int J Food Sci Technol 2009. [DOI: 10.1111/j.1365-2621.2009.01996.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Holst-Jensen A. Testing for genetically modified organisms (GMOs): Past, present and future perspectives. Biotechnol Adv 2009; 27:1071-1082. [PMID: 19477261 DOI: 10.1016/j.biotechadv.2009.05.025] [Citation(s) in RCA: 120] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
This paper presents an overview of GMO testing methodologies and how these have evolved and may evolve in the next decade. Challenges and limitations for the application of the test methods as well as to the interpretation of results produced with the methods are highlighted and discussed, bearing in mind the various interests and competences of the involved stakeholders. To better understand the suitability and limitations of detection methodologies the evolution of transformation processes for creation of GMOs is briefly reviewed.
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Affiliation(s)
- Arne Holst-Jensen
- Department of Feed and Food Safety, National Veterinary Institute, Ullevaalsveien 68, P.O. Box 750 Sentrum, 0106 Oslo, Norway.
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Development of a quadruplex-real-time-PCR for screening food for genetically modified organisms. Eur Food Res Technol 2009. [DOI: 10.1007/s00217-009-1045-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Battistini E, Noli E. Real-time quantification of wild-type contaminants in glyphosate tolerant soybean. BMC Biotechnol 2009; 9:16. [PMID: 19267904 PMCID: PMC2656496 DOI: 10.1186/1472-6750-9-16] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2008] [Accepted: 03/06/2009] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Trait purity is a key factor for the successful utilization of biotech varieties and is currently assessed by analysis of individual seeds or plants. Here we propose a novel PCR-based approach to test trait purity that can be applied to bulk samples. To this aim the insertion site of a transgene is characterized and the corresponding sequence of the wild-type (wt) allele is used as diagnostic target for amplification. As a demonstration, we developed a real-time quantitative PCR method to test purity of glyphosate tolerant (Roundup Ready, RR) soybean. RESULTS The soybean wt sequence at the RR locus was characterized and found to be highly conserved among conventional genotypes, thus allowing the detection of possibly any soybean non-trait contaminant. On the other hand, no amplification product was obtained from RR soybean varieties, indicating that the wt sequence is single copy and represents a suitable marker of conventional soybean presence. In addition, results obtained from the analysis of wt-spiked RR samples demonstrate that it is possible to use the real-time PCR assay to quantify the non-trait contamination with an acceptable degree of accuracy. CONCLUSION In principle this approach could be successfully applied to any transgenic event, provided that the wild-type sequence is conserved and single copy. The main advantages of the assay here described derive from its applicability to bulk samples, which would allow to increase the number of single seeds or plants forming the analytical sample, thus improving accuracy and throughput while containing costs. For these reasons this application of quantitative PCR could represent a useful tool in agricultural biotechnology.
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Affiliation(s)
- Elena Battistini
- Seed Research and Testing Laboratory (LaRAS), Department of Agroenvironmental Sciences and Technologies (DiSTA), Alma Mater Studiorum University of Bologna, viale Fanin 40, Bologna 40127, Italy
| | - Enrico Noli
- Seed Research and Testing Laboratory (LaRAS), Department of Agroenvironmental Sciences and Technologies (DiSTA), Alma Mater Studiorum University of Bologna, viale Fanin 40, Bologna 40127, Italy
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Allen GC, Flores-Vergara MA, Krasynanski S, Kumar S, Thompson WF. A modified protocol for rapid DNA isolation from plant tissues using cetyltrimethylammonium bromide. Nat Protoc 2007; 1:2320-5. [PMID: 17406474 DOI: 10.1038/nprot.2006.384] [Citation(s) in RCA: 704] [Impact Index Per Article: 39.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
We describe a modification of the DNA extraction method, in which cetyltrimethylammonium bromide (CTAB) is used to extract nucleic acids from plant tissues. In contrast to the original method, the modified CTAB procedure is faster, omits the selective precipitation and CsCl gradient steps, uses less expensive and toxic reagents, requires only inexpensive laboratory equipment and is more readily adapted to high-throughput DNA extraction. This protocol yields approximately 5-30 microg of total DNA from 200 mg of tissue fresh weight, depending on plant species and tissue source. It can be completed in as little as 5-6 h.
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Affiliation(s)
- G C Allen
- Department of Horticultural Science and Crop Science, 1200 Partners II, Campus Box 7550, 840 Main Campus Drive, North Carolina State University, Raleigh, NC 27606-7550, USA.
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