Czech J. Anim. Sci., 2009, 54(11):498-509 | DOI: 10.17221/65/2009-CJAS

The error associated with the prediction of digestible protein contents of fish diets from tabulated values

J. Sales
University of South Bohemia in České Budějovice, Faculty of Fisheries and Protection of Waters, Research Institute of Fish Culture and Hydrobiology, Vodňany, Czech Republic

Numerous species available for culture, and lengthy, tedious and demanding digestibility experiments necessitate the use of tabulated values to calculate the apparent digestible nutrient contents of compound fish diets. The error associated with the above practice was evaluated in the present study with the use of apparent protein digestibility coefficients (APDCs) and dietary crude protein (CP) contents obtained in independent studies on fish nutrition. Prediction of APDCs of 21 compound diets evaluated in 18 studies with rainbow trout (Oncorhynchus mykiss), by using APDCs of 27 individual feed ingredients determined for this fish species, presented a mean prediction error (MPE) of 0.0489 between observed and predicted values. However, the above APDCs resulted in an overestimation of 7.86% (MPE = 0.0899) for APDCs of compound diets (n = 15) tested with 7 species other than rainbow trout. The CP contents of the above compound diets were overestimated with MPE's of 0.3029 and 0.3200 for rainbow trout and other species, respectively, when using CP contents of individual feed ingredients as predictors. This eliminates the use of tabulated values to calculate apparent digestible protein contents of compound fish diets, except if databases are regularly updated with CP values for feed ingredients used.

Keywords: fish diets; protein; digestibility coefficients; prediction

Published: November 30, 2009  Show citation

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Sales J. The error associated with the prediction of digestible protein contents of fish diets from tabulated values. Czech J. Anim. Sci. 2009;54(11):498-509. doi: 10.17221/65/2009-CJAS.
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References

  1. Akiyama T., Unuma T., Yamamoto T., Marcouli P., Kishi S. (1995): Combinational use of malt protein flour and soybean meal as alternative protein sources of fish meal in fingerling rainbow trout diets. Fisheries Science, 61, 828-832. Go to original source...
  2. Aksnes A. (1995): Growth, feed efficiency and slaughter quality of salmon, Salmo salar L., given feed with different ratios of carbohydrate and protein. Aquaculture Nutrition, 1, 241-248. Go to original source...
  3. Aksnes A., Hjertnes T., Opstvedt J. (1996): Comparison of two assay methods for determination of nutrient and energy digestibility in fish. Aquaculture, 140, 343-359. Go to original source...
  4. Albrektsen S., Mundheim H., Aksnes A. (2006): Growth, feed efficiency, digestibility and nutrient distribution in Atlantic cod (Gadus morhua) fed two different fish meal qualities at three dietary levels of vegetable protein sources. Aquaculture, 261, 626-640. Go to original source...
  5. Ali M.Z., Jauncey K. (2004): Optimal dietary carbohydrate to lipid ratio in African catfish Clarias gariepinus (Burchell, 1822). Aquaculture International, 12, 169-180. Go to original source...
  6. Allan G.L., Booth M.A. (2004): Effects of extrusion processing on digestibility of peas, lupins, canola meal and soybean meal in silver perch, Bidyanus bidyanus (Mitchell) diets. Aquaculture Research, 35, 981-991. Go to original source...
  7. Allan G.L., Rowland S.J., Parkinson S., Stone D.A.J., Jantrarotai W. (1999): Nutrient digestibility for juvenile silver perch Bidyanus bidyanus: development of methods. Aquaculture, 170, 131-145. Go to original source...
  8. Allan G.L., Parkinson S., Booth M.A., Stone D.A.J., Rowland S.J., Frances J., Warner-Smith R. (2000): Replacement of fish meal in diets for Australian silver perch, Bidyanus bidyanus: I. Digestibility of alternative ingredients. Aquaculture, 186, 293-310. Go to original source...
  9. AOAC (1990): Official Methods of Analysis. 15th ed. Association of Official Analytical Chemists. Arlington, USA, 1230 pp.
  10. Appleford P., Anderson T.A. (1997): Effect of inclusion level and time on apparent digestibility of solvent-extracted soybean meal for common carp (Cyprinus carpio, Cyprinidae). Asian Fisheries Science, 10, 65-74. Go to original source...
  11. Austreng E., Refstie T. (1978): Effect of varying dietary protein level in different families of rainbow trout. Aquaculture, 18, 145-156. Go to original source...
  12. Barrias C., Oliva-Teles A. (2000): The use of locally produced fish meal and other dietary manipulations in practical diets for rainbow trout Oncorhynchus mykiss (Walbaum). Aquaculture Research, 31, 213-218. Go to original source...
  13. Barrows F.T., Gaylord T.G., Stone D.A.J., Smith C.E. (2007): Effect of protein source and nutrient density on growth efficiency, histology and plasma amino acid concentration of rainbow trout (Oncorhynchus mykiss Walbaum). Aquaculture Research, 38, 1747-1758. Go to original source...
  14. Bjerkeng B., Følling M., Lagocki S., Storebakken T., Olli J.J., Alsted N. (1997): Bioavailability of all-E-astaxanthin and Z-isomers of astaxanthin in rainbow trout (Oncorhynchus mykiss). Aquaculture, 157, 63-82. Go to original source...
  15. Bjerkeng B., Storebakken T., Wathne E. (1999): Cholesterol and short-chain fatty acids in diets for Atlantic salmon Salmo salar (L.): effects on growth, organ indices, macronutrient digestibility, and fatty acid composition. Aquaculture Nutrition, 5, 181-191. Go to original source...
  16. Booth M.A., Allan G.L., Anderson A.J. (2005): Investigation of the nutritional requirements of Australian snapper Pagrus auratus (Bloch and Schneider, 1801): apparent digestibility of protein and energy sources. Aquaculture Research, 36, 378-390. Go to original source...
  17. Boujard T., Gélineau A., Covès D., Corraze G., Dutto G., Gasset E., Kaushik S. (2004): Regulation of feed intake, growth, nutrient and energy utilisation in European sea bass (Dicentrarchus labrax) fed high fat diets. Aquaculture, 231, 529-545. Go to original source...
  18. Bureau D.P., Harris A.M., Cho C.Y. (1999): Apparent digestibility of rendered animal protein ingredients for rainbow trout (Oncorhynchus mykiss). Aquaculture, 180, 345-358. Go to original source...
  19. Cheng Z.J., Hardy R.W. (2002): Effect of microbial phytase on apparent nutrient digestibility of barley, canola meal, wheat and wheat middlings, measured in vivo using rainbow trout (Oncorhynchus mykiss). Aquaculture Nutrition, 8, 271-277. Go to original source...
  20. Cheng Z.J., Hardy R.W. (2003a): Effects of extrusion and expelling processing, and microbial phytase supplementation on apparent digestibility coefficients of nutrients in full-fat soybeans for rainbow trout (Oncorhynchus mykiss). Aquaculture, 218, 501-514. Go to original source...
  21. Cheng Z.J., Hardy R.W. (2003b): Effect of extrusion processing of feed ingredients on apparent digestibility coefficients of nutrients for rainbow trout (Oncorhynchus mykiss). Aquaculture Nutrition, 9, 77-83. Go to original source...
  22. Cheng Z.J., Hardy R.W., Usry J.L. (2003): Effects of lysine supplementation in plant protein-based diets on the performance of rainbow trout (Oncorhynchus mykiss) and apparent digestibility coefficients of nutrients. Aquaculture, 215, 255-265. Go to original source...
  23. Cho C.Y., Bayley H.S., Slinger S.J. (1974): Partial replacement of herring meal with soybean meal and other changes in diets for rainbow trout (Salmo gairdneri). Journal of the Fisheries Research Board of Canada, 31, 1523-1528. Go to original source...
  24. Cho C.Y., Bayley H.S., Slinger S.J. (1976): Influence of level and type of dietary protein, and level of feeding on feed utilization by rainbow trout. Journal of Nutrition, 106, 1547-1556. Go to original source... Go to PubMed...
  25. Cho C.Y., Slinger S.J., Bayley H.S. (1982): Bioenergetics of salmonid fishes: energy intake, expenditure and productivity. Comparative Biochemistry and Physiology, 73B, 25-41. Go to original source...
  26. Choubert G., de la Noüe J., Luquet P. (1982): Digestibility in fish: improved device for the automatic collection of faeces. Aquaculture, 29, 185-189. Go to original source...
  27. Da Silva J.G, Oliva-Teles A. (1998): Apparent digestibility coefficients of feedstuffs in seabass (Dicentrarchus labrax) juveniles. Aquatic Living Resources, 11, 187-191. Go to original source...
  28. De Silva S.S., Shim K.F., Ong A.K. (1990): An evaluation of the method used in digestibility estimations of a dietary ingredient and comparisons on external and internal markers, and time of faeces collection in digestibility studies in the fish Oreochromis aureus (Steinachner). Reproduction, Nutrition, Development, 30, 215-226. Go to original source... Go to PubMed...
  29. Ebeling M.E. (1968): The Dumas method for nitrogen in feeds. Journal of the Association of Official Analytical Chemists, 51, 766-770. Go to original source...
  30. Forster I. (1999): A note on the method of calculating digestibility coefficients of nutrients provided by single ingredients to feeds of aquatic animals. Aquaculture Nutrition, 5, 143-145. Go to original source...
  31. Glencross B., Curnow J., Hawkins W. (2003): Evaluation of the variability in chemical composition and digestibility of different lupin (Lupinus angustifolis) kernel meals when fed to rainbow trout, (Oncorhynchus mykiss). Animal Feed Science and Technology, 107, 117-128. Go to original source...
  32. Glencross B.D., Evans D.R., Dods K., McCafferty P., Hawkins W.E., Maas R., Sipsas S. (2005): Evaluation of the digestible value of lupin and soybean protein concentrates and isolates when fed to rainbow trout (Oncorhynchus mykiss), using either stripping or settlement faecal collection methods. Aquaculture, 245, 211-220. Go to original source...
  33. Glencross B.D., Booth M., Allan G.L. (2007): A feed is only as good as its ingredients - a review of ingredient evaluation strategies for aquaculture feeds. Aquaculture Nutrition, 13, 17-34. Go to original source...
  34. Gomes E.F., Rema P., Kaushik S.J. (1995): Replacement of fish meal by plant proteins in the diet of rainbow trout (Oncorhynchus mykiss): digestibility and growth performance. Aquaculture, 130, 177-186. Go to original source...
  35. Green J.A., Hardy R.W., Brannon E.L. (2002a): Effects of dietary phosphorus and lipid levels on utilization and excretion of phosphorus and nitrogen by rainbow trout (Oncorhynchus mykiss). 1. Laboratory-scale study. Aquaculture Nutrition, 8, 279-290. Go to original source...
  36. Green J.A., Brannon E.L., Hardy R.W. (2002b): Effects of dietary phosphorus and lipid levels on utilization and excretion of phosphorus and nitrogen by rainbow trout (Oncorhynchus mykiss). 2. Production-scale study. Aquaculture Nutrition, 8, 291-298. Go to original source...
  37. Grisdale-Helland B., Helland S.J. (1998): Macronutrient utilization by Atlantic halibut (Hippoglossus hippoglossus): diet digestibility and growth of 1 kg fish. Aquaculture, 166, 57-65. Go to original source...
  38. Kaushik S.J., Cravedi J.P., Lalles J. P., Sumpter J., Fauconneau B., Laroche M. (1995): Partial or total replacement of fish meal by soybean protein on growth, protein utilization, potential estrogenic or antigenic effects, cholesterolemia and flesh quality in rainbow trout, Oncorhynchus mykiss. Aquaculture, 133, 257-274. Go to original source...
  39. Kaushik S.J., Covès D., Dutto G., Blanc D. (2004): Almost total replacement of fish meal by plant protein sources in the diet of a marine teleost, the European seabass, Dicentrarchus labrax. Aquaculture, 230, 391-404. Go to original source...
  40. Kim J.-D., Tibbetts S.M., Milley J.E., Lall S.P. (2006): Effect of the incorporation level of herring meal into test diet on apparent digestibility coefficients for protein and energy by juvenile haddock, Melanogrammus aeglefinus L. Aquaculture, 258, 479-486. Go to original source...
  41. Kim J.-D., Tibbetts S.M., Milley J.E., Lall S.P. (2007): Effect of the incorporation level of dehulled soybean meal into test diet on apparent digestibility coefficients for protein and energy by juvenile haddock, Melanogrammus aeglefinus L. Aquaculture, 267, 308-314. Go to original source...
  42. Köprücü K., Özdemir Y. (2005): Apparent digestibility of selected feed ingredients for Nile tilapia (Oreochromis niloticus). Aquaculture, 250, 308-316. Go to original source...
  43. Lanari D., D'Agaro E., Turri C. (1998): Use of nonlinear regression to evaluate the effects of phytase enzyme treatment of plant protein diets for rainbow trout (Oncorhynchus mykiss). Aquaculture, 161, 345-356. Go to original source...
  44. Lupatsch I., Kissil G.Wm., Sklan D., Pfeffer E. (1997): Apparent digestibility coefficients of feed ingredients and their predictability in compound diets for gilthead seabream, Sparus aurata L. Aquaculture Nutrition, 3, 81-89. Go to original source...
  45. Mitchell P.L. (1997): Misuse of regression for empirical validation of models. Agricultural Systems, 54, 313-326. Go to original source...
  46. National Research Council (1981): Nutrient Requirements of Coldwater Fishes. National Academy Press, Washington, USA, 63 pp.
  47. National Research Council (1993): Nutrient Requirements of Fish. National Academy Press, Washington, USA, 128 pp.
  48. Oliva-Teles A., Gouveia A.J., Gomes E., Rema P. (1994): The effect of different processing treatments on soybean meal utilization by rainbow trout, Oncorhynchus mykiss. Aquaculture, 124, 343-349. Go to original source...
  49. Pfeffer E., Kinzinger S., Rodehutscord M. (1995): Influence of the proportion of poultry slaughter by-products and of untreated or hydrothermically treated legume seeds in diets for rainbow trout, Oncorhynchus mykiss (Walbaum), on apparent digestibilities of their energy and organic compounds. Aquaculture Nutrition, 1, 111-117. Go to original source...
  50. Pongmaneerat J., Watanabe T. (1992): Utilization of soybean meal as protein source in diets for rainbow trout. Nippon Suisan Gakkaishi, 58, 1983-1990. Go to original source...
  51. Pongmaneerat J., Watanabe T. (1993): Nutritional evaluation of soybean meal for rainbow trout and carp. Nippon Suisan Gakkaishi, 59, 157-163. Go to original source...
  52. Pongmaneerat J., Watanabe T., Takeuchi T., Satoh S. (1993): Use of different protein meals as partial or total substitution for fish meal in carp diets. Nippon Suisan Gakkaishi, 59, 1249-1257. Go to original source...
  53. Refstie S., Helland S.J., Storebakken T. (1997): Adaptation to soybean meal in diets for rainbow trout, Oncorhynchus mykiss. Aquaculture, 153, 263-272. Go to original source...
  54. Refstie S., Storebakken T., Roem A.J. (1998): Feed consumption and conversion in Atlantic salmon (Salmo salar) fed diets with fish meal, extracted soybean meal or soybean meal with reduced content of oligosaccharides, trypsin inhibitors, lectins and soya antigens. Aquaculture, 162, 301-312. Go to original source...
  55. Refstie S., Svihus B., Shearer K.D., Storebakken T. (1999): Nutrient digestibility in Atlantic salmon and broiler chickens related to viscosity and non-starch polysaccharide content in different soyabean products. Animal Feed Science and Technology, 79, 331-345. Go to original source...
  56. Refstie S., Korsøen ø.J., Storebakken T., Baeverfjord G., Lein I., Roem A.J. (2000): Differing nutritional responses to dietary soybean meal in rainbow trout (Oncorhynchus mykiss) and Atlantic salmon (Salmo salar). Aquaculture, 190, 49-63. Go to original source...
  57. Refstie S., Storebakken T., Baeverfjord G., Roem A.J. (2001): Long-term protein and lipid growth of Atlantic salmon (Salmo salar) fed diets with partial replacement of fish meal by soy protein products at medium or high lipid level. Aquaculture, 193, 91-106. Go to original source...
  58. Romarheim O.H., Skrede A., Gao Y., Krogdahl Ĺ., Denstadli V., Lilleeng E., Storebakken T. (2006): Comparison of white flakes and toasted soybean meal partly replacing fish meal as protein source in extruded feed for rainbow trout (Oncorhynchus mykiss). Aquaculture, 256, 354-364. Go to original source...
  59. Sales J. (2008): The use of linear regression to predict digestible protein and available amino acid contents of feed ingredients and diets for fish. Aquaculture, 278, 128-142. Go to original source...
  60. Sales J. (2009): Prediction of digestible protein and lipid contents of crustacean feeds. Aquaculture Nutrition. (in press) DO/: 10.1111/j.1365-2095.00685.X
  61. Sales J., Britz p.j. (2002): Evaluation of the reference diet substitution method for determination of apparent nutrient digestibility coefficients of feed ingredients for South African abalone (Haliotis midae L.). Aquaculture, 207, 113-123. Go to original source...
  62. Smith R.R., Peterson M.C., Allred A.C. (1980): Effect of leaching on apparent digestion coefficients of feedstuffs for salmonids. Progessive Fish-Culturist, 42, 195-199. Go to original source...
  63. Sørensen M., Ljřkjel K., Storebakken T., Shearer K.D., Skrede A. (2002): Apparent digestibility of protein, amino acids and energy in rainbow trout (Oncorhynchus mykiss) fed a fish meal based diet extruded at different temperatures. Aquaculture, 211, 215-225. Go to original source...
  64. Stone D.A.J., Allan G.L., Parkinson S., Rowland S.J. (2000): Replacement of fish meal in diets for Australian silver perch, Bidyanus bidyanus III. Digestibility and growth using meat meal products. Aquaculture, 186, 311-326. Go to original source...
  65. Storebakken T., Kvien I.S., Shearer K.D., Grisdale-Helland B., Helland S.J., Berge G.M. (1998): The apparent digestibility of diets containing fish meal, soybean meal or bacterial meal fed to Atlantic salmon (Salmo salar): evaluation of different faecal collection methods. Aquaculture, 169, 195-210. Go to original source...
  66. Sugiura S.H., Dong F.M., Rathbone C.K., Hardy R.W. (1998): Apparent protein digestibility and mineral availabilities in various feed ingredients for salmonid feeds. Aquaculture, 159, 177-202. Go to original source...
  67. Theil H. (1966): Applied Economic Forecasting. NorthHolland Publishing Company, Amsterdam, The Netherlands, 474 pp.
  68. Tibbets S.M., Milley J.E., Lall S.P. (2006): Apparent protein and energy digestibility of common and alternative feed ingredients by Atlantic cod, Gadus morhua (Linnaeus, 1758). Aquaculture, 261, 1314-1327. Go to original source...
  69. Toppe J., Aksnes A., Hope B., Albrektsen S. (2006): Inclusion of fish bone and crab by-products in diets for Atlantic cod, Gadus morhua. Aquaculture, 253, 636-645. Go to original source...
  70. Watanabe T., Pongmaneerat J. (1991): Quality evaluation of some animal protein sources for rainbow trout Oncorhynchus mykiss. Nippon Suisan Gakkaishi, 57, 495-501. Go to original source...
  71. Watanabe T., Pongmaneerat J., Satoh S., Takeuchi T. (1993): Replacement of fish meal by alternative protein sources in rainbow trout diets. Nippon Suisan Gakkaishi, 59, 1573-1579. Go to original source...
  72. Watanabe T., Takeuchi T., Satoh S., Kiron V. (1996): Digestible crude protein contents in various feedstuffs determined with four freshwater species. Fisheries Science, 62, 278-282. Go to original source...
  73. Wilson R.P., Poe W.E. (1985): Apparent digestible protein and energy coefficients of common feed ingredients of channel catfish. Progessive Fish-Culturist, 47, 154-158. Go to original source... Go to PubMed...
  74. Yamamoto T., Ikeda K., Unuma T., Akiyama T. (1997): Apparent availabilities of amino acids and minerals from several protein sources for fingerling rainbow trout. Fisheries Science, 63, 995-1001. Go to original source...
  75. Yamamoto T., Akimoto A., Kishi S., Unuma T., Akiyama T. (1998): Apparent and true availabilities of amino acids from several protein sources for fingerling rainbow trout, common carp, and red sea bream. Fisheries Science, 64, 448-458. Go to original source...
  76. Yamamoto T., Shima T., Furuita H., Suzuki N. (2002): Influence of feeding diets with and without fish meal by hand and by self-feeders on feed intake, growth and nutrient utilization of juvenile rainbow trout (Oncorhynchus mykiss). Aquaculture, 214, 289-305. Go to original source...

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