Prediction of the apparent ileal digestible amino acid contents of canola meal for broilers from crude protein content
X. Li A * , Y. M. Sun A , D. Zhang A , K. H. Huang B , V. Ravindran C and W. L. Bryden A DA
B
C
D
Abstract
Canola meal is a protein-rich feedstuff with an amino acid profile that is reasonably well balanced and has the potential to replace soybean meal in poultry diets.
The objective of the present study was to investigate the relationship between the crude protein content and apparent ileal digestible amino acid contents of Australian canola meals.
Thirteen canola meal samples, processed by expeller or solvent extractions, were collected. The digestibility assay diets were based on dextrose and contained canola meal as the sole source of protein. The proportions of dextrose and canola meal were varied in each diet to obtain ~200 g/kg crude protein. Each diet was fed to three cages of six 35-day-old broilers for 7 days. At the end of the assay, digesta from the terminal ileum was collected for digestibility determination.
Crude protein contents were positively correlated with amino acid contents (P < 0.05 to 0.001), except that of serine (r = 0.43; P = 0.11). Significant correlations between the crude protein content and ileal digestible contents were observed for most of amino acids, with coefficients of >0.80 (P < 0.05 to 0.001). Low correlation coefficients were observed for lysine (r = 0.48; P = 0.11) and serine (r = 0.55; P = 0.06). The poor correlation for lysine may be reflective of reduced lysine availability during processing.
The results showed that the crude protein content of canola meal could serve as a predictor of apparent ileal digestible content of most amino acids for broiler chickens.
Regression equations developed in the present study could be used to predict the content of ileal digestible amino acids in canola meal by using analysed crude protein contents.
Keywords: broilers, canola meal, correlation, crude protein, digestible amino acids, prediction.
Introduction
Provision of adequate digestible amino acids is critical in diet formulations for poultry. The steady expansion of global poultry production increases the demand for a diverse range of ingredients to supply the protein in poultry diets. In Australia, canola (Brassica napus) has emerged as an important crop for both the human-food and animal-feed sectors (Spragg 2018). Canola has received much attention during recent decades, especially through breeding programs to improve the yield, oil stability, climate resilience, disease resistance and, to reduce erucic acid in the oil and glucosinolates in the meal (Potter et al. 2016; Salisbury et al. 2016). The plant toxins in rapeseed, the progenitor of modern canola varieties, were major deterrents to the use of rapeseed meal in poultry diets (Bell 1984). However, canola seeds are mainly used as a source of high-quality oil for human consumption, whereas the meal accounting for 60% of the whole canola seed is used as a protein source for livestock and poultry (Bell 1993; Khajali and Slominski 2012).
The amino acid profile of canola meal is reasonably well balanced (Spragg and Mailer 2007; Khattab and Arntfield 2009; Khajali and Slominski 2012), but digestibility of amino acids is key to the value of canola meal as a protein source for poultry. The importance of considering the availability of amino acids in commercial feed formulations has become accepted practice as diets formulated on digestible amino acid values are superior to those based on total amino acids (Ravindran and Bryden 1999; Lemme et al. 2004; Bryden and Li 2010). Amino acid analysis and in vivo digestibility assays are costly and time consuming for routine feedstuff evaluation. It would be of great benefit to the poultry industry if the digestible amino acid content of canola meals could be deduced from its crude protein content, which is routinely determined. The primary objective of the present study was, therefore, to investigate the relationship between crude protein content and ileal digestible amino acid content of Australian canola meals.
Materials and methods
The experimental procedures were approved by the Animal Care and Ethics Committee of the University of Queensland and complied with the Australia Code of Practice for the Care and Use of Animals for Scientific Purposes (NHMRC 2013).
Amino acid digestibility assay
The experimental diets were formulated as outlined by Ravindran et al. (2005). Thirteen canola meal samples were collected from commercial sources in Victoria and New South Wales. The samples included four expeller-extracted meals and nine solvent-extracted meals (Table 1). Canola meals were incorporated as the sole source of dietary protein in experimental diets and the dextrose proportion varied in experimental diets so that each diet contained ~200 g/kg of crude protein (Table 1). All diets contained, per kilogram, 19 g dicalcium phosphate and 10 g limestone. No attempt was made to balance the dietary contents of calcium and phosphorus. Celite (Celite Corporation, Lompoc, CA, USA), a source of acid-insoluble ash (AIA), was added (20 g/kg) to all diets as an indigestible marker (Table 1).
Ingredient | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Canola meal | ||||||||||||||
Crude protein (nitrogen × 6.25) | 277 | 291 | 297 | 312 | 340 | 350 | 351 | 355 | 365 | 370 | 379 | 388 | 394 | |
Composition of assay diets | ||||||||||||||
Canola mealA | 723 | 687 | 673 | 641 | 589 | 571 | 570 | 563 | 548 | 540 | 528 | 516 | 508 | |
DextroseA | 156 | 192 | 206 | 238 | 290 | 308 | 309 | 316 | 331 | 339 | 351 | 364 | 371 | |
Vegetable oil | 60 | 60 | 60 | 60 | 60 | 60 | 60 | 60 | 60 | 60 | 60 | 60 | 60 | |
CeliteB | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | |
Dicalcium phosphate | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | |
Limestone | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | |
Choline chloride | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | |
Salt | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | |
Vitamin–trace mineral premixC | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | |
Total | 1000 | 1000 | 1000 | 1000 | 1000 | 1000 | 1000 | 1000 | 1000 | 1000 | 1000 | 1000 | 1000 |
Samples 1–4 were expeller-extracted and Samples 5–13 were solvent-extracted.
Day-old, male, broiler (Cobb) chicks were obtained from a local hatchery and housed in a brooder in an environmentally controlled room. Room temperature was maintained at 32°C during Week 1 and gradually decreased to ~23°C by the end of Week 3. A temperature of about 21°C was maintained to the end of the experimental period. The birds received a commercial broiler starter diet (230 g crude protein/kg) from Day 1 to Day 21. On Day 22, birds were transferred to cages housed in thermostatically controlled rooms (23°C) and fed a commercial broiler finisher diet (180 g crude protein/kg) from Day 22 to Day 35 post-hatch. Feed and water were offered ad libitum. On Day 35, the birds were weighed and the birds with bodyweights close to the mean were selected, and each test diet was randomly allocated to three cages of six birds each. The diets were offered ad libitum from Day 35 to Day 42 post-hatch.
Digesta sampling
On Day 42, all birds were euthanised by an intracardial injection of diluted sodium pentobarbitone solution, and the contents of the lower half of the ileum were collected by gently flushing with distilled water into plastic containers. The ileum is defined as the portion of the small intestine extending from vitelline diverticulum to a point 40 mm proximal to the ileo–caecal junction. The ileum was further divided into upper and lower portions of equal length. Samples from all birds within a cage were pooled, frozen immediately after collection and subsequently freeze-dried. Diet and dried ileal digesta samples were ground to pass through a 0.5-mm sieve and stored in airtight containers at −20°C before chemical analyses.
Chemical analysis
The nitrogen (N) content of canola meals and, the diet and ileal digesta samples was determined using a FP-428 nitrogen determinator (LECO® Corporation, St Joseph, MI, USA), according to the procedures of Sweeney (1989). The N content was multiplied by 6.25 to obtain the crude protein (CP) content. AIA content of the diet and ileal digesta samples was determined using the method of Mollah et al (1983).
Amino acid content of diet and ileal digesta samples were determined by high-performance liquid chromatography as described by Li et al (2006). Briefly, samples containing 80 mg CP were hydrolysed under N with 8 N hydrochloric acid containing phenol (3 g/L) at 120°C under a pressure of 15 psi at 121°C for 16 h. DL-norleucine was added to the hydrolysate as an internal standard. Each hydrolysate was then diluted and adjusted to pH 2.2–2.3, the same as the amino acid standard (Standard H, Pierce Chemicals Co., Rockford, IL, USA). The hydrolysates were passed through a 0.22-μm nylon 66 membrane filter (Alltech, Baulkham Hills, New South Wales, Australia). Aliquots of the hydrolysates were then subjected to ion-exchange column chromatography, using a Shimadzu amino acid analysis system (Shimadzu Corporation, Kyoto, Japan). Amino acids were eluted by a gradient of pH 3.20 sodium citrate eluent to pH 10.0 sodium citrate eluent at a flow rate of 0.3 mL/min and a column temperature of 60°C. Chicken egg-white lysozyme (Seikagaku Co., Chuo-ku, Tokyo, Japan) was used as an analytical control to monitor the reproducibility and accuracy of the amino acid determinations. Amino acids in the hydrolysate were separated using cation-exchange column chromatography with post-column derivatisation with O-phthaldialdehyde (Sigma Chemicals Co., St Louis, MO, USA) and fluorometric detection. Tryptophan was not determined.
Calculations
Apparent ileal digestibility coefficients of CP and amino acids were calculated using the AIA as a marker as follows:
where (AA/AIA)d = ratio of amino acid to AIA in diet, and (AA/AIA)i = ratio of amino acid to AIA in ileal digesta.
Statistical analyses
General linear model and Minitab program (ver. 16.0, Minitab Pty Ltd, Sydney, NSW, Australia) were used to analyse the data (Steele et al. 1997). Pearson correlation coefficients (r) were calculated and linear regression techniques were used to determine the relationship of CP content with amino acid and digestible amino acid contents. The significance was declared at P < 0.05.
Results and discussion
The CP contents of expeller- and solvent-extracted canola meals distinctly differed, but both categories were considered together in the statistical analysis because of the small number of expeller samples (Table 1). A description of the processing and oil extraction of canola in Australia has been provided by Spragg and Mailer (2007). The mean, minimum, maximum and standard deviation of CP and amino acid contents of the 13 canola meal samples are shown in Table 2. The CP content ranged from 277 to 394 g/kg, with a mean value of 344 g/kg. The amino acid contents also varied greatly; for example, the range of values for lysine was 17.0–20.7. The data showed that the amino acid profile of canola meal is reasonably well balanced. The CP and amino acid contents of the canola meal samples were within the range reported in the literature (Bell and Keith 1991; Spragg and Mailer 2007; Wiltafsky et al. 2016). The observed variability may be explained inter alia by differences in genotype/cultivar, geographical location, growing season, agronomic practices, environmental conditions during crop growth and harvest (Spragg and Mailer 2007; Adewole et al. 2016). Protein and amino acid contents can vary from season to season, with dry conditions producing low oil and high protein contents (Spragg and Mailer 2007; Newkirk 2011). In addition, the processing method could influence the protein and amino acid contents of the meal. It has been reported in Australia (Spragg and Mailer 2007) and Canada (Bell and Keith 1991; Adewole et al. 2016), that different crushing plants produce canola meals differing in composition, as was also evident in this study
Item | Mean | Minimum | Maximum | Standard deviation | |
---|---|---|---|---|---|
Crude protein | 344 | 277 | 394 | 38.2 | |
Alanine | 15.3 | 12.5 | 17.8 | 1.69 | |
Arginine | 21.1 | 16.6 | 24.9 | 2.58 | |
Aspartic acid | 24.6 | 20.0 | 28.3 | 2.49 | |
Glutamic acid | 61.9 | 48.7 | 71.6 | 8.12 | |
Glycine | 17.5 | 15.1 | 20 | 1.80 | |
Histidine | 10.7 | 8.6 | 13.1 | 1.24 | |
Isoleucine | 14.4 | 12.7 | 16.5 | 1.44 | |
Leucine | 24.7 | 20.9 | 28.4 | 2.67 | |
Lysine | 20.7 | 17.0 | 23.7 | 1.90 | |
Methionine | 4.9 | 3.7 | 6.0 | 0.83 | |
Phenylalanine | 14.0 | 12.0 | 15.9 | 1.31 | |
Serine | 15.3 | 9.7 | 18.7 | 3.44 | |
Threonine | 15.4 | 12.0 | 17.7 | 1.94 | |
Tyrosine | 10.8 | 9.8 | 12.0 | 0.75 | |
Valine | 18.3 | 16.1 | 21.5 | 1.95 |
Number of samples = 13.
The ileal protein and amino acid digestibilities of canola meal were lower and more variable (Table 3) than those reported for soybean meal (Ravindran et al. 2005; Khajali and Slominski 2012; Barua et al. 2024). The protein digestibility coefficients varied widely from 0.66 to 0.81. The ranges for lysine and threonine digestibility coefficients were 0.64–0.84 and 0.51–0.75 respectively. The variations observed in the apparent ileal digestibility for broilers in the current study were as expected, with Li et al. (2002) and Fan et al. (1996) reporting similar findings with pigs. The variations primarily reflect differences in processing conditions during oil removal and production of the meal. Thermal treatment is an integral part of the processing of oilseeds. Heat is generated during expeller extraction, whereas distillation is applied during solvent extraction to remove the solvent and to inactivate the anti-nutritional factors. However, the extent of negative effects of thermal treatment on the quality of the residual meal are determined by the temperature, time, moisture and reducing sugar content (Lund and Ray 2017). Excessive heat was found to reduce the lysine content, protein solubility (Jensen et al. 1995) and the digestibility of amino acids in canola meal for poultry (Anderson-Hafermann et al. 1993; Toghyani et al. 2015) and pigs (Almeida et al. 2014; Oliveira et al. 2020). Differences in the type and content of anti-nutritional factors could also contribute to the observed variation in digestibility, and these include tannins (Spragg and Mailer 2007), fibre (Toghyani et al. 2015) and phytate (Moss et al. 2018).
Item | Mean | Minimum | Maximum | Standard deviation | |
---|---|---|---|---|---|
Crude protein | 0.75 | 0.66 | 0.81 | 0.04 | |
Alanine | 0.77 | 0.63 | 0.84 | 0.05 | |
Arginine | 0.83 | 0.74 | 0.89 | 0.04 | |
Aspartic acid | 0.73 | 0.60 | 0.82 | 0.06 | |
Glutamic acid | 0.84 | 0.80 | 0.89 | 0.04 | |
Glycine | 0.76 | 0.65 | 0.90 | 0.06 | |
Histidine | 0.78 | 0.68 | 0.82 | 0.04 | |
Isoleucine | 0.75 | 0.61 | 0.81 | 0.05 | |
Leucine | 0.78 | 0.67 | 0.85 | 0.04 | |
Lysine | 0.77 | 0.64 | 0.84 | 0.05 | |
Methionine | 0.90 | 0.85 | 0.93 | 0.02 | |
Phenylalanine | 0.79 | 0.73 | 0.85 | 0.03 | |
Serine | 0.70 | 0.58 | 0.78 | 0.05 | |
Threonine | 0.67 | 0.51 | 0.75 | 0.06 | |
Tyrosine | 0.76 | 0.68 | 0.81 | 0.04 | |
Valine | 0.73 | 0.58 | 0.80 | 0.05 |
Number of samples = 13.
The range of values for digestible protein and amino acid contents of the 13 canola meal samples are presented in Table 4. There were significant (P < 0.05–0.001) correlations between CP and amino acid contents (Table 5); the only exception was serine content (P = 0.11). The correlation coefficients of CP and amino acid contents were >0.80 for most amino acids, except histidine (r = 0.56), isoleucine (r = 0.78), lysine (r = 0.62) and serine (r = 0.43). Such a strong correlation between CP and amino acid contents indicates that the contents of most amino acids can be predicted by analysing the CP content of canola meal.
Amino acid | Intercept (a) (±s.e.) | Slope (b) (±s.e.) | Correlation coefficient (r) | P-value | |
---|---|---|---|---|---|
Alanine | 1.19 (±1.74) | 0.040 (±0.0005) | 0.93 | <0.001 | |
Arginine | 0.19 (±3.02) | 0.061 (±0.009) | 0.91 | <0.001 | |
Aspartic acid | 4.65 (±3.10) | 0.058 (±0.009) | 0.90 | <0.001 | |
Glutamic acid | −8.18 (±6.19) | 0.204 (±0.018) | 0.96 | <0.001 | |
Glycine | 3.40 (±2.43) | 0.041 (±0.007) | 0.87 | <0.001 | |
Histidine | 3.62 (±2.61) | 0.021 (±0.008) | 0.64 | 0.019 | |
Isoleucine | 5.10 (±2.73) | 0.027 (±0.008) | 0.72 | 0.006 | |
Leucine | 2.32 (±2.59) | 0.065 (±0.007) | 0.93 | <0.001 | |
Lysine | 10.07 (±4.07) | 0.031 (±0.012) | 0.62 | 0.024 | |
Methionine | −1.37 (±1.23) | 0.018 (±0.004) | 0.84 | <0.001 | |
Phenylalanine | 3.66 (±1.76) | 0.030 (±0.005) | 0.87 | <0.001 | |
Serine | 0.85 (±8.29) | 0.042 (±0.024) | 0.47 | 0.107 | |
Threonine | 1.76 (±3.28) | 0.040 (±0.01) | 0.78 | 0.002 | |
Tyrosine | 5.78 (±1.35) | 0.015 (±0.004) | 0.75 | 0.003 | |
Valine | 5.34 (±3.58) | 0.038 (±0.010) | 0.74 | 0.004 |
Y = a + bX, where Y = amino acid content (g/kg) and X = crude protein content (g/kg). Number of samples = 13.
Item | Mean | Minimum | Maximum | Standard deviation | |
---|---|---|---|---|---|
Crude protein | 261.8 | 188.1 | 307.0 | 34.40 | |
Alanine | 11.8 | 9.3 | 13.8 | 1.68 | |
Arginine | 17.6 | 12.8 | 21.6 | 2.77 | |
Aspartic acid | 17.9 | 13.4 | 21.6 | 2.50 | |
Glutamic acid | 51.8 | 39.0 | 62.6 | 6.94 | |
Glycine | 13.4 | 10.7 | 15.5 | 1.83 | |
Histidine | 8.3 | 6.5 | 10.1 | 1.03 | |
Isoleucine | 10.8 | 7.3 | 13.0 | 1.64 | |
Leucine | 19.4 | 15.5 | 23.1 | 2.79 | |
Lysine | 15.9 | 12.1 | 18.7 | 2.22 | |
Methionine | 4.4 | 3.2 | 5.5 | 0.77 | |
Phenylalanine | 11.0 | 9.0 | 12.7 | 1.26 | |
Serine | 10.6 | 6.3 | 14.2 | 2.38 | |
Threonine | 10.3 | 7.7 | 13.1 | 1.63 | |
Tyrosine | 8.2 | 7.0 | 9.5 | 0.82 | |
Valine | 13.5 | 9.3 | 16.8 | 2.12 |
Ileal digestible protein/amino acid content (g/kg) = protein/amino acid content (g/kg) × ileal digestibility coefficient. Number of samples = 13.
The range of values for the ileal digestible protein and amino acid contents of the 13 canola meal samples are summarised in Table 5. Significant correlations between the CP content and ileal digestible contents were observed for most of amino acids (Table 6) with coefficients of >0.80 (P < 0.05–0.001). Lower correlation coefficients were found for lysine (r = 0.48; P = 0.11) and serine (r = 0.55; P = 0.06). The poor correlation for lysine may be attributed to its susceptibility to destruction during processing (Newkirk et al. 2003), perhaps owing to heat or the Maillard reaction because lysine has an ε-amino group that can react directly with reducing sugars under hot and moist conditions (Lund and Ray 2017). Moreover, the apparent digestibility of lysine in canola was reported to decrease by 5–8% during the solvent extraction process (Anderson-Hafermann et al. 1993; Newkirk et al. 2003).
Amino acid | Intercept (a) (±s.e.) | Slope (b) (±s.e.) | Correlation coefficient | P-value | |
---|---|---|---|---|---|
Alanine | −0.58 (±1.49) | 0.037 (±0.004) | 0.94 | <0.001 | |
Arginine | −2.61 (±3.36) | 0.060 (±0.010) | 0.89 | <0.001 | |
Aspartic acid | 2.90 (±3.76) | 0.045 (±0.011) | 0.79 | 0.002 | |
Glutamic acid | −2.28 (±8.84) | 0.159 (±0.026) | 0.89 | <0.001 | |
Glycine | −1.05 (±1.43) | 0.043 (±0.004) | 0.96 | <0.001 | |
Histidine | 3.17 (±2.14) | 0.015 (±0.006) | 0.62 | 0.032 | |
Isoleucine | 1.74 (±1.97) | 0.027 (±0.006) | 0.84 | <0.001 | |
Leucine | −1.73 (±2.72) | 0.062 (±0.008) | 0.93 | <0.001 | |
Lysine | 7.75 (±4.90) | 0.025 (±0.014) | 0.48 | 0.112 | |
Methionine | −1.21 (±1.19) | 0.016 (±0.003) | 0.83 | <0.001 | |
Phenylalanine | 0.91 (±1.53) | 0.030 (±0.004) | 0.90 | <0.001 | |
Serine | −1.12 (±5.70) | 0.034 (±0.016) | 0.55 | 0.065 | |
Threonine | −0.14 (±2.28) | 0.031 (±0.007) | 0.83 | <0.001 | |
Tyrosine | 2.54 (±1.35) | 0.017 (±0.004) | 0.80 | 0.002 | |
Valine | 1.30 (±2.88) | 0.036 (±0.008) | 0.81 | 0.001 |
Y = a + bX, where Y = digestible amino acid content (g/kg) and X = crude protein content (g/kg). Number of samples = 13.
The accepted method of measuring the digestible amino acid contents in feedstuffs for broilers is using in vivo assays and chromatographic analysis, but these are costly and time-consuming. It is therefore of interest to find rapid and inexpensive methods for assessing digestible amino acid contents of feedstuffs. The regression equations reported herein show that CP content can be used to predict digestible amino acid contents of canola meal, although equations for lysine, serine and histidine should be treated with caution.
In conclusion, a limited number of samples was tested in this study. To improve the reliability of prediction equations, a greater number of samples is required from different seasons, growing locations and processing procedures. Nevertheless, the strong correlation coefficients determined in this study indicated that apparent ileal amino acid content can be derived from the CP content of canola meal.
Conflicts of interest
W. L. B. is a member of the Editorial Board of Animal Production Science. To mitigate this potential conflict of interest they had no editor-level access to this manuscript during peer review. The authors have no further conflicts of interest to declare.
Declaration of funding
This study was supported by the Chicken Meat Programme of the RIRDC and the School of Agriculture and Food Sustainability, the University of Queensland.
Acknowledgements
We acknowledge the assistance of the postgraduate students in the conduct of digestibility assays.
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