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Temperature and cultivar effects on soybean seed oil and protein concentrations

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Journal of the American Oil Chemists’ Society

Abstract

The soybean [Glycine max (L.) Merr.] industry is interested in cultivar and climate effects on seed composition. These factors may underlie the known geographic variation in seed protein and oil concentrations. Regression analyses were used to test hypotheses of the effect of temperature and cultivar on oil and protein concentrations of soybean seed using a large data set from the U.S.A. Soybean Uniform Tests. The data set included 20 cultivars representing 10 maturity groups across 60 locations (latitude 29.4 to 47.5° N) for a total of 1863 cultivar by location by year observations. Temperature was determined for each observation as the average daily mean temperature from predicted first pod (first pod at least 5 mm long), using the SOYGRO phenology model, to observed maturity. The mean temperature ranged from 14.6 to 28.7°C among the observations. Linear, quadratic, and linear plateau regression models of oil and protein concentrations vs. temperature were evaluated. The quadratic model gave the best-adjusted R 2 values for oil and protein with temperature, of 0.239 and 0.003, respectively. The analyses showed that the oil concentration increased with increasing temperature and approached a maximum at a mean temperature of 28°C. Unaccounted variation in the protein concentration may be from other factors such as photoperiod, water stress, or high temperatures during seed fill. Protein plus oil had a linear relationship with temperature (adjusted partial R 2=0.183). These data document the contribution of climate and cultivar to geographic variability of oil and protein concentrations in the United States.

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References

  1. Bils, R.F., and R.W. Howell, Biochemical and Cytological Changes in Developing Soybean Cotyledons, Crop Sci. 3:304–308 (1963).

    Article  CAS  Google Scholar 

  2. Hymowitz, T., F.I. Collins, J. Panczer, and W.M. Walker, Relationship Between the Content of Oil, Protein, and Sugar in Soybean Seed, Agron. J. 64:613–616 (1972).

    Article  CAS  Google Scholar 

  3. Watanabe, I., and T. Nagasawa, Appearance and Chemical Composition of Soybean Seeds in Germplasm Collection of Japan II. Correlations Among Protein, Lipid and Carbohydrate Percentage, Japan Jour. Crop Sci. 59:661–666 (1990).

    CAS  Google Scholar 

  4. Weber, C.R., Inheritance and Interrelation of Some Agronomic and Chemical Characters in an Interspecific Cross in Soybeans. Glycine max × G. ussuriensis, Iowa Agricultural Experiment Station Research Bulletin No. 374, Ames, 1950.

  5. Burton, J.W. Quantitative Genetics; Results Relevant to Soybean Breeding, in Soybeans: Improvement, Production, and Uses, 2nd edn., Agronomy Monograph No. 16, edited by J.R. Wilcox, Agronomy Society of America-Crop Science Society of America-Soil Science Society of America, Madison, pp. 589–629, 1987.

    Google Scholar 

  6. Hurburgh, C.R., Jr., T.J. Brumm, J.M. Guinn, and R.A. Hartwig, Protein and Oil Patterns in U.S. and World Soybean Markets, J. Am. Oil Chem. Soc. 67:966–973 (1990).

    Article  Google Scholar 

  7. Gibson, L.R., and R.E. Mullen, Soybean Seed Composition Under High Day and Night Growth Temperatures, Ibid.:733–737 (1996).

    Article  CAS  Google Scholar 

  8. Keirstead, C.H., Marketing Study of Factors Affecting the Quantity and Value of Products Obtained from Soybeans, U.S. Department of Agriculture, Production and Marketing Administration, U.S. Government Printing Office, Washington, DC, 1952, 35 pp.

    Google Scholar 

  9. Serretti, C., Influence of High Protein, Genotype, and Environment on Protein Quality of Soybean, Master’s Thesis, Kansas State University, Manhattan, Kansas, 1993.

    Google Scholar 

  10. Kane, M.V., C.C. Steele, L.J. Grabau, C.T. MacKown, and D.F. Hildebrand, Early-Maturing Soybean Cropping System: III. Protein and Oil Contents and Oil Composition, Agron. J. 89:464–469 (1997).

    Article  Google Scholar 

  11. Sato, K., and T. Ikeda, The Growth Responses of Soybean to Photoperiod and Temperature. IV. The Effect of Temperature During the Ripening Period on the Yield and Characters of Seeds, Jpn. J. Crop. Sci. 48:283–290 (1979).

    Google Scholar 

  12. Wolf, R.B., J.F. Cavins, R. Kleiman, and L.T. Black, Effect of Temperature on Soybean Seed Constitutents: Oil, Protein, Moisture, Fatty Acids, Amino Acids, and Sugars, J. Am. Oil Chem. Soc. 59:230–232 (1982).

    Article  CAS  Google Scholar 

  13. Dornbos, D.L., Jr., and R.E. Mullen, Soybean Seed Protein and Oil Contents and Fatty Acid Composition Adjustments by Drought and Temperature, Ibid.:228–231 (1992).

    Article  CAS  Google Scholar 

  14. Cure, J.D., R.P. Patterson, C.D. Raper, Jr., and W.A. Jackson, Assimilate Distribution in Soybeans as Affected by Photoperiod During Seed Development, Crop Sci. 22:1245–1250 (1982).

    Article  CAS  Google Scholar 

  15. Breene, W.M., S. Lin, L. Hardman, and J. Orf, Protein and Oil Content of Soybeans from Different Geographic Locations, J. Am. Oil Chem. Soc. 65:1927–1931 (1988).

    Article  CAS  Google Scholar 

  16. Voldeng, H.D., E.R. Cober, D.J. Home, C. Gillard, and M.J. Morrison, Fifty-eight years of Genetic Improvement of Shortseason Soybean Cultivars in Canada, Crop Sci. 37:428–431 (1997).

    Article  Google Scholar 

  17. Wilcox, J.R., W.T. Schapaugh, Jr., R.L. Bernard, R.L. Cooper, W.R. Fehr, and M.H. Nichaus, Genetic Improvement of Soybean in the Midwest, Ibid.:803–805 (1979).

    Article  Google Scholar 

  18. Piper, E.L., K.J. Boote, and J.W. Jones, Evaluation and Improvement of Crop Models Using Regional Cultivar Trial Data, App. Eng. Agric. 14:435–446 (1998).

    Google Scholar 

  19. Piper, E.L., K.J. Boote, J.W. Jones, and S.S. Grimm, Comparison of Two Phenology Models for Predicting Flowering and Maturity Date of Soybean, Crop Sci. 36:1606–1614 (1996).

    Article  Google Scholar 

  20. Steel, R.G.D., and J.H. Torrie, Principles and Procedures of Statistics, 2nd edn., McGraw-Hill, New York, 1980, pp. 311–344.

    Google Scholar 

  21. Piper, E.L., M.L. Swearingin, and W.E. Nyquist, Postemergence Wheel-Traffic Effects on Plant Population and Yield in Solid-Seeded Soybean, J. Prod. Agric. 2:250–256 (1989).

    Google Scholar 

  22. SAS, SAS® Procedures Guide for Personal Computers, Release 6.03 Edition, SAS Institute Inc., Cary, 1988, 441 pp.

    Google Scholar 

  23. Cartter, J.L., and T.H. Hopper, Influence of Variety, Environment, and Fertility Level on the Chemical Composition of Soybean Seed, USDA Technical Bulletin 787, U.S. Government Printing Office, Washington, DC, 1942.

    Google Scholar 

  24. Howell, R.W., and J.L. Cartter, Physiological Factors Affecting Composition of Soybeans: II. Response of Oil and Other Constituents of Soybeans to Temperature Under Controlled Conditions, Agron. J. 50:664–667 (1958).

    Article  CAS  Google Scholar 

  25. Maestri, D.M., D.O. Labuckas, J.M. Meriles, A.L. Lamarque, J.A. Zygadlo, and C.A. Guzman, Seed Composition of Soybean Cultivars Evaluated in Different Regions, J. Sci. Food Agric. 77:494–498 (1998).

    Article  CAS  Google Scholar 

  26. Serretti, C., W.T. Schapaugh, Jr., and R.C. Leffel, Amino Acid Profile of High Seed Protein Soybean, Crop Sci. 34:207–209 (1994).

    Article  CAS  Google Scholar 

  27. Hildebrand, P.E., Modified Stability Analysis of Farmer-Managed, On-Farm Trials, Agron. J. 76:271–274 (1984).

    Article  Google Scholar 

  28. Raun, W.R., H.J. Barreto, and R.L. Westerman, Use of Stability Analysis for Long-Term Soil Fertility Experimnts, Ibid.:159–167 (1993).

    Article  Google Scholar 

  29. Weiss, M.G., C.R. Weber, L.F. Williams, and A.H. Probst, Correlation of Agronomic Characters and Temperature With Seed Compositional Characters in Soybeans, as Influenced by Variety and Time of Planting, Ibid.:289–297 (1952).

    Article  CAS  Google Scholar 

  30. Rose, I.A., Effects of Moisture Stress on the Oil and Protein Components of Soybean Seeds, Aust. J. Agric. Res. 39:163–170 (1988).

    Article  CAS  Google Scholar 

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Correspondence to Ernest L. Piper.

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Piper, E.L., Boote, K.I. Temperature and cultivar effects on soybean seed oil and protein concentrations. J Am Oil Chem Soc 76, 1233–1241 (1999). https://doi.org/10.1007/s11746-999-0099-y

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  • DOI: https://doi.org/10.1007/s11746-999-0099-y

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