Assessing the natural variability in crop composition
Abstract
The number of evaluations of the nutrient composition of food and feed crops has increased over the past 15years due to the introduction of new crops using the tools of modern biotechnology. The composition of these crops has been extensively compared with conventional (non-transgenic) controls as an integral part of the comparative safety assessment process. Following guidelines outlined in the Organization of Economic Co-operation and Development (OECD) Consensus Documents, most of these studies have incorporated field trials at multiple geographies and a diverse range of commercially available varieties/hybrids that are analyzed to understand natural variability in composition due to genetic and environmental influences. Using studies conducted in the US, Argentina and Brazil over multiple growing seasons, this report documents the effect of geography, growing season, and genetic background on soybean composition where fatty acids and isoflavones were shown to be particularly variable. A separate investigation of 96 different maize hybrids grown at three locations in the US demonstrated that levels of free amino acids, sugars/polyols, and molecules associated with stress response can vary to a greater degree than that observed for more abundant components. The International Life Sciences Institute (ILSI) crop composition database has proven to be an important resource for collecting and disseminating nutrient composition data to promote a further understanding of the variability that occurs naturally in crops used for food and feed.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Geography, climate, and seasonal environmental conditions influence levels of endogenous plant constituents.
“Since geography, climate, and seasonal environmental conditions influence levels of endogenous plant constituents (Harrigan et al., 2010), it is essential that the primary comparator and the GM crop be grown in the same growing season and location with the same management conditions.”
From The use of whole food animal studies in the safety assessment of genetically modified crops: Limitations and recommendations (2013) · cites this paper as Harrigan et al., 2010
Cites
Variation of Glucosinolates in Vegetable Crops of Brassica oleracea
Kushad, M. M., Brown, A., Kurilich, A. C., Juvik, J. A., Klein, B. P., Wallig, M. A., & Jeffery, E. H. (1999) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf980985s · Cited by 596 · see citing works
Silencing the Jasmonate Cascade: Induced Plant Defenses and Insect Populations
Keßler, A., Halitschke, R., & Baldwin, I. T. (2004) · Science · doi:10.1126/science.1096931 · Cited by 539 · see citing works
A physiological overview of the genetics of flowering time control
Bernier, G., & Périlleux, C. (2005) · Plant Biotechnology Journal · doi:10.1111/j.1467-7652.2004.00114.x · Cited by 411 · see citing works
The Composition of Glyphosate-Tolerant Soybean Seeds Is Equivalent to that of Conventional Soybeans
Padgette, S. R., Taylor, N. B., Nida, D. L., Bailey, M. R., MacDonald, J., Holden, L. R., & Fuchs, R. L. (1996) · Journal of Nutrition · doi:10.1093/jn/126.3.702 · Cited by 278 · see citing works
Applications of Metabolomics in Agriculture
Dixon, R. A., Gang, D. R., Charlton, A. J., et al. (2006) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf061218t · Cited by 253 · see citing works
Sidhu, R. S., Hammond, B. G., Fuchs, R. L., Mutz, J.-N., Holden, L. R., GEORGE, B. A., & Olson, T. (2000) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf000172f · Cited by 179 · see citing works
Feil, B., Moser, S. B., Jampatong, S., et al. (2005) · Crop Science · doi:10.2135/cropsci2005.0516 · Cited by 125 · see citing works
Ridley, W. P., Sidhu, R. S., Pyla, P. D., Nemeth, M. A., Breeze, M. L., & Astwood, J. D. (2002) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf0205662 · Cited by 121 · see citing works
Self-citationUribelarrea, M., Below, F. E., & Moose, S. P. (2004) · Crop Science · doi:10.2135/cropsci2004.1593 · Cited by 119 · see citing works
Comparative safety assessment of plant-derived foods
Kok, E. J., Keijer, J., Kleter, G. A., & Kuiper, H. A. (2007) · Regulatory Toxicology and Pharmacology · doi:10.1016/j.yrtph.2007.09.007 · Cited by 116 · see citing works
Compositional Analysis of Glyphosate-Tolerant Soybeans Treated with Glyphosate
Taylor, N. B., Fuchs, R. L., MacDonald, J., Shariff, A. R., & Padgette, S. R. (1999) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf990056g · Cited by 108 · see citing works
Impact of Genetics and Environment on Nutritional and Metabolite Components of Maize Grain
Harrigan, G. G., Stork, L. G., Riordan, S. G., Reynolds, T. L., Ridley, W. P., Masucci, J. D., MacIsaac, S., Halls, S. C., Orth, R. G., Smith, R. G., et al. (2007) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf070494k · Cited by 104 · see citing works
Self-citationJones, H. D., Peters, N. C. B., & Holdsworth, M. J. (1997) · The Plant Journal · doi:10.1046/j.1365-313x.1997.12040911.x · Cited by 97 · see citing works
Natural Variability of Metabolites in Maize Grain: Differences Due to Genetic Background
Reynolds, T. L., Nemeth, M. A., Glenn, K. C., Ridley, W. P., & Astwood, J. D. (2005) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf051635q · Cited by 96 · see citing works
Self-citationNatural variation in crop composition and the impact of transgenesis
Harrigan, G. G., Lundry, D. R., Drury, S., Berman, K., Riordan, S. G., Nemeth, M. A., Ridley, W. P., & Glenn, K. C. (2010) · Nature Biotechnology · doi:10.1038/nbt0510-402 · Cited by 89 · see citing works
Self-citationGutierrez-Gonzalez, J. J., Wu, X., Zhang, J., Lee, J.-D., Ellersieck, M. R., Shannon, J. G., Yu, O. S., Nguyen, H. T., & Sleper, D. A. (2009) · Theoretical and Applied Genetics · doi:10.1007/s00122-009-1109-z · Cited by 88 · see citing works
Shepherd, L. V. T., McNicol, J. W., Razzo, R., Taylor, M. A., & Davies, H. V. (2006) · Transgenic Research · doi:10.1007/s11248-006-0012-5 · Cited by 85 · see citing works
Development of the International Life Sciences Institute Crop Composition Database
Ridley, W. P., Shillito, R. D., Coats, I., Steiner, H., Shawgo, M., Phillips, A., Dussold, P., & Kurtyka, L. (2004) · Journal of Food Composition and Analysis · doi:10.1016/j.jfca.2004.03.006 · Cited by 79 · see citing works
Self-citationObert, J. C., Ridley, W. P., Schneider, R. W., Riordan, S. G., Nemeth, M. A., Trujillo, W. A., Breeze, M. L., Sorbet, R., & Astwood, J. D. (2004) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf035218u · Cited by 74 · see citing works
Self-citationOberdörfer, R., Shillito, R. D., Beuckeleer, M. D., & Mitten, D. (2005) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf0486500 · Cited by 74 · see citing works
The Composition of Insect-Protected Cottonseed Is Equivalent to That of Conventional Cottonseed
Berberich, S. A., Ream, J. E., Jackson, T. L., Wood, R., Stipanovic, R. D., Harvey, P. J., Patzer, S., & Fuchs, R. L. (1996) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf950304i · Cited by 69 · see citing works
Compositional Analysis of Tubers from Insect and Virus Resistant Potato Plants
Rogan, G. J., Bookout, J. T., Duncan, D. R., Fuchs, R. L., Lavrik, P. B., Love, S. L., Mueth, M., Olson, T., Owens, E. D., Raymond, P. J., et al. (2000) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf000742b · Cited by 63 · see citing works
Hamilton, K. A., Pyla, P. D., Breeze, M. L., Olson, T., Li, M. H., Robinson, E., Gallagher, S. P., Sorbet, R., & Chen, Y. (2004) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf030727h · Cited by 56 · see citing works
Nida, D. L., Patzer, S., Harvey, P. J., Stipanovic, R. D., Wood, R., & Fuchs, R. L. (1996) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf950565s · Cited by 56 · see citing works
McCann, M. C., Liu, K., Trujillo, W. A., & Dobert, R. C. (2005) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf0504317 · Cited by 54 · see citing works
Lundry, D. R., Ridley, W. P., Meyer, J. J., Riordan, S. G., Nemeth, M. A., Trujillo, W. A., Breeze, M. L., & Sorbet, R. (2008) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf073087h · Cited by 53 · see citing works
Self-citationHarrigan, G. G., Stork, L. G., Riordan, S. G., Ridley, W. P., MacIsaac, S., Halls, S. C., Orth, R. G., Rau, D., Smith, R. G., Wen, L., et al. (2007) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf070493s · Cited by 53 · see citing works
Self-citationHarder, H. J., Carlson, R. E., & Shaw, R. H. (1982) · Agronomy Journal · doi:10.2134/agronj1982.00021962007400020005x · Cited by 51 · see citing works
Harrigan, G. G., Ridley, W. P., Riordan, S. G., Nemeth, M. A., Sorbet, R., Trujillo, W. A., Breeze, M. L., & Schneider, R. W. (2007) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf0704920 · Cited by 49 · see citing works
Self-citationDrury, S. M., Reynolds, T. L., Ridley, W. P., Bogdanova, N., Riordan, S. G., Nemeth, M. A., Sorbet, R., Trujillo, W. A., & Breeze, M. L. (2008) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf800011u · Cited by 48 · see citing works
Self-citationMcCann, M. C., Trujillo, W. A., Riordan, S. G., Sorbet, R., Bogdanova, N. N., & Sidhu, R. S. (2007) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf063499a · Cited by 44 · see citing works
Strategies to Evaluate the Safety of Bioengineered Foods
Delaney, B. (2007) · International Journal of Toxicology · doi:10.1080/10915810701582855 · Cited by 37 · see citing works
Berman, K. H., Harrigan, G. G., Riordan, S. G., Nemeth, M. A., Hanson, C., Smith, M., Sorbet, R., Zhu, E., & Ridley, W. P. (2010) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf1003978 · Cited by 36 · see citing works
Self-citationBerman, K. H., Harrigan, G. G., Riordan, S. G., Nemeth, M. A., Hanson, C., Smith, M., Sorbet, R., Zhu, E., & Ridley, W. P. (2009) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf902955r · Cited by 34 · see citing works
Self-citationHarrigan, G. G., Ridley, W. P., Miller, K. D., Sorbet, R., Riordan, S. G., Nemeth, M. A., Reeves, W., & Pester, T. A. (2009) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf9021515 · Cited by 33 · see citing works
Self-citationMcCann, M. C., Rogan, G. J., Fitzpatrick, S., Trujillo, W. A., Sorbet, R., Hartnell, G. F., Riodan, S. G., & Nemeth, M. A. (2006) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf061482m · Cited by 30 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Unintended compositional changes in genetically modified (GM) crops: 20 years of research
Herman, R. A., & Price, W. D. (2013) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf400135r · Cited by 156 · see citing works
Bartholomaeus, A., Parrott, W., Bondy, G., Walker, K., & on behalf of the ILSI International Food Biotechnology Committee Task Force on the Use of Mammalian Toxicology Studies in the Safety Assessment of GM Foods (2013) · Critical Reviews in Toxicology · doi:10.3109/10408444.2013.842955 · Cited by 59 · see citing works
“Since geography, climate, and seasonal environmental conditions influence levels of endogenous plant constituents (Harrigan et al., 2010), it is essential that the primary comparator and the GM crop be grown in the same growing season and location with the same management conditions.”
Background
- Authors
- Harrigan, G. G., Glenn, K. C., & Ridley, W. P.
- Affiliations
- Monsanto (United States) (US)
- Corresponding author
- Ridley, William P.
- ORCID
- Glenn, Kevin C.
- Venue
- Regulatory Toxicology and Pharmacology
- Publisher
- Elsevier BV
- Published
- 2010-12
- Volume
- 58
- Issue
- 3
- Pages
- S13-S20
- ISSN
- 0273-2300 (ISSN-L)
- OpenAlex
- W2008014920
- Cited by
- 35
- References
- 36
- Citations by year
- 2024: 1 · 2022: 3 · 2021: 3 · 2020: 1 · 2019: 1 · 2018: 1 · 2017: 3 · 2015: 4 · 2014: 3 · 2013: 7 · 2012: 4
- FWCI
- 5.75
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Regulatory Toxicology and Pharmacology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Genetically Modified Organisms Research
- Life Sciences › Agricultural and Biological Sciences › Food Science › Food and Agricultural Sciences
- Life Sciences › Agricultural and Biological Sciences › Food Science › Agricultural safety and regulations
- Keywords
- crop composition, natural variation, genetically modified crops, soybean, maize hybrids, fatty acids, isoflavones, free amino acids, genetic background, environmental effects, regional variation, growing season effects
- MeSH terms
- Animals, Animal Feed, Biotechnology, Zea mays, Food Analysis, Humans, Nutritive Value, Glycine max, Databases, Factual, Guidelines as Topic, Crops, Agricultural
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review