Simple Summary
The digestible indispensable amino acid scores employing the pig model are widely used to determine the protein quality of human food sources. In this study, the standardized ileal digestibility of amino acids was measured for white rice, wheat, pea protein concentrate, soy protein isolate, and skim milk powder in pigs. Additionally, the in vitro ileal disappearance of protein was determined using the flask and the DaisyII procedures. Similar digestible indispensable amino acid scores for food sources were observed among the methods using the standardized ileal digestibility of amino acids and in vitro procedures. The digestible indispensable amino acid scores for white rice, wheat, pea protein concentrate, and soy protein isolate were less than 100 for infants, children, and adults, whereas those for skim milk powder were greater than 100 for children and adults based on the ileal amino acid digestibility in pigs. The in vitro ileal disappearance procedures also resulted in similar digestible indispensable amino acid scores. Overall, the protein quality of skim milk powder has greater protein quality compared with white rice, wheat, pea protein concentrate, and soy protein isolate. Additionally, in vitro ileal crude protein disappearance can be used as a reference for the digestible indispensable amino acid score of food sources.
Abstract
The objective was to determine the digestible indispensable amino acid score (DIAAS) of food sources using the pig model and in vitro procedures. The standardized ileal digestibility (SID) of amino acids (AA) in white rice, wheat, pea protein concentrate (PPC), soy protein isolate (SPI), and skim milk powder (SMP) were determined in pigs. Twelve barrows with an initial body weight of 28.4 kg (standard deviation = 4.0) equipped with a T-cannula at the distal ileum were allotted to a replicated 6 × 5 incomplete Latin square design with six diets and five periods. Five experimental diets contained each ingredient as the only source of AA. Additionally, a nitrogen-free diet was prepared to measure the basal endogenous losses of AA for the calculation of the SID of AA. The in vitro ileal disappearance (IVID) of crude protein (CP) in the five food sources was also determined using the conventional flask procedure and the multi-sample simultaneous in vitro procedure employing the DaisyII incubator. The DIAAS values for white rice were 42, 50, and 60 for infants, children, and adults, respectively. For wheat, the DIAAS values were 46, 56, and 66, respectively. The DIAAS values for PPC were 47, 58, and 69 for infants, children, and adults, respectively. For SPI, the values were 61, 74, and 87, respectively. The DIAAS for SMP were 82, 112, and 131 for infants, children, and adults respectively. The IVID of CP in SMP was greater (p < 0.05) than that in other sources. The DIAAS calculated based on IVID of CP were similar to those determined based on the SID of AA in pigs. In conclusion, white rice, wheat, pea protein concentrate, and soy protein isolate were observed to have DIAAS values less than 100, indicating that these ingredients need to be combined with other protein sources to meet the indispensable AA requirements. Skim milk powder had a DIAAS greater than 100 for children and adults.
1. Introduction
According to the FAO, the demand for food is increasing along with population growth [1]. To meet the nutritional needs of the increasing global population in the world, it is important to define the nutritional quality of foods consumed by humans accurately. Among nutrients in foods, protein is one of the most fundamental components, which constitutes tissues in the human body [2]. Protein undernutrition results in stunted growth, disease, and early death [1,3]. An adequate supply of protein is necessary to fulfill the amino acid (AA) requirements of humans, and thus, an accurate evaluation of foods should precede identifying the quantity of digestible AA [3].
The digestible indispensable amino acid score (DIAAS) is a recent approach for evaluating the protein quality of foods intended for human consumption [1,4]. The DIAAS is considered superior to the previous method, the protein digestibility-corrected amino acid score (PDCAAS), which is based on the assumption that crude protein (CP) and all AA have the same digestibility. In addition, although AA absorption primarily occurs in the small intestine and AA passing into the hindgut undergo transamination or deamination due to fermentation by microorganisms, the PDCAAS adopts the total tract digestibility of CP using rats [5,6], which causes an inaccurate evaluation of AA digestibility [7]. However, the DIAAS is obtained using the standardized ileal digestibility (SID) of individual AA using the pig model, which is considered an appropriate model for human digestive physiology due to its similarity to humans in terms of digestive systems and the comparable SID of AA [8,9]. For this reason, the DIAAS is recommended by the FAO for its more precise measurement of protein quality by assessing the digestible indispensable AA based on the growing pig model, which is an excellent alternative approach when conducting experiments employing humans as subjects is not feasible [1].
In vitro assays have been utilized to estimate protein digestibility in feed ingredients for pigs [10] based on the high correlation between in vitro and in vivo nutrient digestibility [11]. In vitro assays are less labor-intensive and more cost-effective compared with animal experiments. A conventional in vitro assay is available [11], and the multi-sample simultaneous in vitro procedure using the DaisyII incubator (ANKOM Technology, Macedon, NY, USA) was developed in a previous study [12] to determine the digestibility of feed ingredients for pigs. Given that protein digestibility is highly correlated with AA digestibility, the SID of AA could potentially be replaced with the fixed value of IVID of CP for all AA in calculating the DIAAS in food sources. However, data comparing DIAAS in food sources based on the SID of AA and the IVID of CP are not available. Therefore, the present study aimed to determine the SID of AA, the IVID of CP using the conventional flask method (IVIDFlask of CP), and the IVID of CP using the DaisyII incubator (IVIDDaisy of CP) in various food protein sources including white rice, wheat, pea protein concentrate (PPC), soy protein isolate (SPI), and skim milk powder (SMP) in pigs and to compare the DIAAS among the methods derived from in vivo and in vitro methods.
2. Materials and Methods
The procedures for the animal experiment were approved by the Institutional Animal Care and Use Committee of Konkuk University (Seoul, Republic of Korea, KU23172).
2.1. Animals, Diets, and Experimental Design
Twelve barrows (Landrace × Yorkshire) with an initial body weight (BW) of 28.4 kg (standard deviation = 4.0) were equipped with a T-cannula (5 cm barrel length and 1.3 cm inner diameter) at the distal ileum [13]. The pigs were individually raised in pens (1.2 m × 1.6 m), and a feeder and a nipple drinker were installed in each pen. The five test ingredients consisted of white rice, wheat, PPC, SPI, and SMP (Table 1). Five experimental diets contained 96.8% white rice, 96.9% wheat, 25.0% PPC, 20.0% SPI, and 50.0% SMP as the sole source of AA (Table 2 and Table 3). A nitrogen-free diet was also prepared to determine the basal endogenous losses (BEL) of AA for the calculation of the SID of AA. All experimental diets contained 0.5% chromic oxide as an indigestible index. Vitamins and minerals were added to the experimental diets to meet or exceed the requirement estimates of the NRC [14]. After a 12-day recovery period from surgery, the pigs were allocated to a replicated 6 × 5 incomplete Latin square design with six diets and five periods. Potential carryover effects were minimized using a spreadsheet-based program [15].
Table 1.
Analyzed nutrient composition of food ingredients (as-fed basis).
Table 2.
Ingredient composition of experimental diets.
Table 3.
Analyzed nutrient composition of experimental diets (as-fed basis).
2.2. Feeding and Ileal Digesta Collection
The daily feed allotments were calculated as 4.0% of the initial BW and provided in two equal meals at 08:00 and 17:00 h. The daily feed allowance was recalculated at the beginning of each period based on BW. Water was available to the animals at all times. The initial 6 days of each period were considered the adaptation period of the experimental diet, followed by a 2-day collection of ileal digesta samples from 08:30 to 17:00 h. A plastic bag with wire (Whirl-Pak bag; NASCO, Fort Atkinson, WI, USA) was attached to the T-cannula barrel for the ileal digesta collection. Bags were replaced whenever the plastic bag was filled with ileal digesta, or at least once every 30 min. The collected ileal digesta samples were immediately stored at −20 °C.
2.3. Conventional Two-Step In Vitro Procedure
A conventional two-step in vitro assay was performed to measure the IVIDFlask of CP in white rice, wheat, PPC, SPI, and SMP [11]. During the first step of the procedure, 1 g of the ingredient in a 100-mL conical flask was digested using a pepsin solution (10 mg/mL; 250 units/mg solid, P7000, pepsin from porcine gastric mucosa; Sigma-Aldrich, St. Louis, MO, USA) under pH 2.0 for 6 h at 39 °C. During the second step, a pancreatin solution (50 mg/mL; 4 USP, P1750, pancreatin from porcine pancreas; Sigma-Aldrich, St. Louis, MO, USA) was added to the flask for incubation at pH 6.8 for 18 h at 39 °C. Undigested residues were collected for the analysis of CP.
2.4. Multi-Sample Simultaneous In Vitro Procedure
Based on the two-step conventional in vitro method using a flask described by Boisen and Fernández [11] and the three-step in vitro method using a DaisyII incubator described by Son [12], a two-step in vitro procedure utilizing the DaisyII incubator was conducted. In the first step of the procedure, 1 g of the ingredient in a R55 filter bag (ANKOM Technology, Macedon, NY, USA) was digested using a pepsin solution (5 mg/mL) under pH 2.0 for 3 h at 39 °C. In each jar, 11 bags consisting of 2 bags for each of the five ingredients and 1 blank bag were placed. In the second step, a pancreatin solution (37.5 mg/mL) was added to the sample in the flask for incubation at pH 6.8 for 9 h at 39 °C. Undigested residues were collected for the analysis of CP. The total volume of solutions in a jar was calculated by multiplying the volume of solutions per sample in the conventional procedure [11] by the number of sample bags [16]. At the end of the procedure, all bags were transferred to a beaker for rinsing twice with distilled water in a shaking incubator (LSI-3016R; Daihan Labtech, Namyangju, Republic of Korea) for 3 min. Then, the bags were rinsed twice with 96% ethanol and 99.5% acetone for 5 min each. Lastly, the bags were pat-dried with paper towels (Wypall L25®, Yuhan-Kimberly, Seoul, Republic of Korea) and further dried in a forced-air drying oven to be dried at 80 °C for 24 h. The procedures were triplicated using three jars.
2.5. Chemical Analyses
Before the chemical analyses, ileal digesta samples were freeze-dried and finely ground. The gross energy of all food ingredients and diets was determined using a Parr 6400 calorimeter (Parr Instruments Co., Moline, IL, USA). Dry matter (method 930.15), CP (method 990.03), ether extract (method 920.39), and ash (method 942.05) in the ingredient and diet samples were analyzed following the AOAC [17]. Additionally, undigested residues from in vitro assays were analyzed for CP by the AOAC methods [17]. The AA concentrations in the food ingredients, experimental diets, and ileal digesta were also analyzed by the AOAC methods (method 982.30) [17]. The procedure described by Fenton and Fenton [18] was used to analyze the chromium (Cr) concentrations present in diets and ileal digesta samples.
2.6. Calculations and Statistical Analyses
The apparent ileal digestibility (AID), BEL, and SID of CP and AA were calculated based on equations reported previously [19,20]. The IVID of CP was calculated using previously reported equations [10]. The concentration of SID AA (g/kg) in each diet was determined by multiplying the SID value (%) of each AA by its concentration (g/kg) in the diet. The concentration of SID AA was then divided by the concentration of CP in the diet to obtain the digestible indispensable AA content (mg) in 1 g of protein. Additionally, the DIAAS determined using in vitro procedures was calculated by replacing the SID of AA with the IVID of CP in the equation. The digestible indispensable AA-to-AA in the reference protein ratio was calculated [1]:
Digestible indispensable AA-to-AA in the reference protein ratio (%) = digestible indispensable AA content (mg)
in 1 g CP of food ÷ the same dietary indispensable AA (mg) in 1 g of the reference protein × 100%
in 1 g CP of food ÷ the same dietary indispensable AA (mg) in 1 g of the reference protein × 100%
The ratios were calculated using the reference protein based on the FAO [1] for birth to 6 months, children from 6 months to 3 years, children older than 3 years, adolescents, and adults. The DIAAS was calculated using the following equation:
DIAAS (%) = lowest value of digestible indispensable AA-to-AA in the reference protein ratio
The data were analyzed using the MIXED procedure of SAS 9.4 (SAS Inst. Inc., Cary, NC, USA). Outliers were defined as values exceeding 1.5 times the interquartile range beyond either the first or third quartiles. In the statistical model, the experimental diet was a fixed variable, and the replication, period within replication, and animal within replication were random variables. The GLM procedure in SAS was used to analyze data for the IVID of CP. The test ingredient was a fixed variable in the model. Least squares means of each treatment were calculated, and differences among them were evaluated using the SAS PDIFF option with Tukey’s adjustment. The experimental unit in the animal experiment was the pig, whereas the flask or the jar was the experimental unit in the in vitro procedures. The statistical significance was declared at an alpha level of 0.05.
3. Results
A total of six outliers were identified, with one outlier detected in each group fed wheat, PPC, SPI, and SMP diets and two outliers detected in the group fed the white rice diet. The concentrations of CP among the ingredients ranged from 7.5% to 84.2% on an as-is basis (Table 1).
The AID of CP in PPC, SPI, and SMP was greater (p < 0.05) than that in white rice and wheat (Table 4). The AID of all indispensable AA except for Met and Trp in PPC, SPI, and SMP was greater (p < 0.05) than that in white rice and wheat.
Table 4.
Apparent ileal digestibility of crude protein and amino acids in white rice, wheat, pea protein concentrate (PPC), soy protein isolate (SPI), and skim milk powder (SMP).
The SID of CP in white rice, PPC, SPI, and SMP was greater (p < 0.05) than that in wheat (Table 5). The SID of most indispensable AA in SMP was greater (p < 0.05) than that in other sources except for His, Ile, Lys, Thr, Trp, and Val.
Table 5.
Standardized ileal digestibility of crude protein and amino acids in white rice, wheat, pea protein concentrate (PPC), soy protein isolate (SPI), and skim milk powder (SMP) 1.
The IVIDFlask of CP in white rice and SMP was greater (p < 0.05) than that in wheat, PPC, and SPI (Table 6). The IVIDDaisy of CP in SPI and SMP was greater (p < 0.05) than that in white rice, wheat, and PPC.
Table 6.
In vitro ileal disappearance of crude protein (CP) in white rice, wheat, pea protein concentrate (PPC), soy protein isolate (SPI), and skim milk powder (SMP) 1.
Based on the SID of AA, the DIAAS for white rice was 42 (Lys), 50 (Lys), and 60 (Lys) for infants, children, and adults, respectively (Table 7). The DIAAS was 46 (Lys), 56 (Lys), and 66 (Lys) for wheat, 47 (Trp), 58 (SAA), and 69 (SAA) for PPC, 61 (SAA), 74 (SAA), and 87 (SAA) for SPI, and 82 (SAA), 112 (SAA), and 131 (SAA) for SMP in infants, children, and adults, respectively. The DIAAS based on the SID of AA was similar to the DIAAS based on the IVIDFlask and IVIDDaisy of CP in the test ingredients.
Table 7.
Digestible indispensable amino acid scores (DIAAS, %) for white rice, wheat, pea protein concentrate (PPC), soy protein isolate (SPI), and skim milk powder (SMP) 1.
4. Discussion
White rice, wheat, PPC, SPI, and SMP are foods commonly consumed by humans or raw materials used for producing food products. Cereal grains and legume proteins contribute to daily energy and protein intake for humans [9], and dairy products are widely consumed due to their relatively high digestible nutrient contents compared with cereal grains [6]. For this reason, an approach of combining dairy products with cereals can supply sufficient AA to fulfill human requirements [21]. To make the approach feasible, determining protein quality and digestible AA in food sources is important in enhancing human food databases and aiding in formulating adequate protein diets for humans. The DIAAS has been suggested as the best method for determining protein quality in food proteins based on the SID of AA in pigs obtained through animal experiments [1]. Considering the high correlation between in vivo and in vitro digestibility [11], the fixed value of in vitro CP digestibility for all AA could serve as an alternative to the SID of AA for calculating DIAAS, as CP digestibility could be highly correlated with AA digestibility. Therefore, the objective of the present work was to compare the DIAAS of various food protein sources calculated using the SID of AA, the IVIDFlask of CP, and the IVIDDaisy of CP.
The concentrations of CP and AA in white rice, wheat, and SPI used in the present study were within the range of previous studies [6,9,14,22]. The CP concentration in PPC used in the present study was greater than that in previous studies [6,23,24]. The nutrient composition in PPC harvested from different regions may vary due to differences in production environments, genetics, or both, leading to variations in protein concentrations [23,24]. In contrast, the CP concentration in SMP was lower than that in previous studies [6,14]. Although the reason for the relatively low CP concentration in SMP in the present work is unclear, the milking conditions and SMP production processes may have affected the CP concentrations [25,26].
The values for the SID of indispensable AA in white rice, wheat, SPI, and PPC determined in the present work were consistent with those in the previous studies [6,9]. In contrast, the SID of indispensable AA in SMP used in the present work was greater than that in a previous study [6], which may be due to different production technologies, storage conditions, or milking regions for SMP production [6]. Processing can cause denaturation, aggregation, and chemical modifications of AA, potentially altering protein quality [27]. Additionally, prolonged exposure to high ambient temperatures during storage can lead to changes in the milk protein in sterilized or dried dairy products [27].
The negative AID of Pro for white rice has also been observed in other cereal grains with relatively low concentrations of Pro [20,28], which is most likely due to the increased excretion of endogenous losses of Pro when pigs are provided with the feeds containing unbalanced AA [29]. Among the AA, the BEL of Pro was the greatest in the present study, in agreement with previous data [20,28,30]. The large BEL of Pro is mainly attributed to the mucin and enzymes secreted in the ileal digesta. The large BEL of Pro resulted in the SID of Pro being greater than 100% in all ingredients in the present work, which was also observed in the previous studies [20,28,31]. Due to the nature of SID calculation procedures, a large value of BEL results the large SID values [7], particularly for the diets containing a small quantity of AA such as Pro in the present study.
According to the FAO guidelines [1], a food can be considered an excellent- or high-quality protein source when the DIAAS value is greater than 100 and can be considered a good protein source when the DIAAS value is between 75 and 100. In contrast, for food with a DIAAS value below 75, it is not recommended to make any claims regarding protein quality. The DIAAS values of white rice, wheat, PPC, SPI, and SMP were consistent with published DIAAS values for infants, children, and adults [6,9], except for the DIAAS of SMP for infants (82 for Trp in this work vs. 81 for Thr in the literature) [6]. Despite the difference in the DIAAS of SMP between this work and the literature, the SMP used in both studies qualifies as a ‘good’ source of protein for infants from birth to 6 months and an ‘excellent’ source for those older than 6 months. Soy protein isolate is also a ‘good’ source for ages 6 months to older than 3 years, but no claim for infants can be made for SPI. Likewise, no claim for protein quality can be made for white rice, wheat, and PPC because the DIAAS was below 75 for all life stages.
In previous studies, the DIAAS values of grains, including barley, corn, oats, rice, rye, sorghum, and wheat, were reported to be between 29 and 77 [5,6,9], but the DIAAS values of dairy products range from 123 to 142 [6]. The reason for the low DIAAS of grains is that grains have low AA concentrations, particularly Lys concentrations [20,32]. Likewise, the observation that no claim for protein quality can be made for white rice and that the first limiting AA in white rice is Lys is in agreement with previous data [9]. Consuming only such foods with DIAAS values lower than 75 can lead to malnutrition in humans. Therefore, a combination of plant sources such as grains and animal products such as dairy products is needed to provide sufficient AA to fulfill the AA requirements of humans, which can prevent malnutrition [33].
The DIAAS values based on the IVID of CP were similar to those based on the SID of AA for most food protein sources, indicating that both the conventional in vitro procedure and the multi-sample simultaneous in vitro procedure using DaisyII can potentially replace animal experiments for evaluating protein sources for human consumption. Researchers can save time and costs associated with qualifying protein sources by using the quick evaluation system of DIAAS. Although the DIAAS system based on in vitro methods uses CP digestibility instead of AA digestibility, which is conceptually similar to the PDCAAS system, it differs in that in vitro CP digestibility estimates the ileal digestibility of CP, whereas PDCAAS considers the total tract digestibility of CP. The difference may potentially cause confounding effects on nitrogen digestibility due to transamination or deamination resulting from fermentation by microorganisms in the hindgut [5,6]. Additionally, the PDCAAS system is primarily based on data from rats, whereas the in vitro systems were developed to estimate data from pigs [11,16,34]. Therefore, employing in vitro systems is more appropriate for evaluating the protein quality of food protein sources. However, caution is required when evaluating protein quality using in vitro assays, as the classification of protein quality can differ depending on the method used. In addition, the SID values are not the same among the AA of an ingredient. In the present study, the DIAAS of PPC for adults based on the SID of AA was 69, classifying it as ‘no claim’ for protein quality. However, the DIAAS based on the IVIDDaisy of CP was 76, classifying it as ‘good’ for protein quality even though the difference in scores was not that much. In contrast, the classifications for white rice, wheat, SPI, and SMP remained consistent across different systems. Further research is warranted to measure the DIAAS of a broader range of food sources for human consumption using both in vivo and in vitro systems.
5. Conclusions
In conclusion, white rice, wheat, pea protein concentrate, and soy protein isolate have DIAAS values lower than 100. Therefore, these proteins need to be combined with high-quality protein sources to meet the indispensable AA requirements of humans. In contrast, skim milk powder had high-quality protein, with the DIAAS greater than 100 for children and adults, making it suitable for complementing low-quality protein sources to provide adequate AA in human diets. In addition, in vitro ileal crude protein disappearance can be used to determine the DIAAS of food sources.
Author Contributions
Conceptualization, J.O., N.P. and B.G.K.; methodology, J.O. and B.G.K.; formal analysis, J.O. and N.P.; investigation, J.O. and N.P.; data curation, J.O. and N.P.; writing—original draft preparation, J.O.; writing—review and editing, N.P. and B.G.K.; supervision, B.G.K. All authors have read and agreed to the published version of the manuscript.
Funding
This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korean government (MSIP; Ministry of Science, ICT & Future Planning) (No. 2021R1A2C2009921).
Institutional Review Board Statement
The experimental procedures were approved by the Institutional Animal Care and Use Committee at Konkuk University (Seoul, Republic of Korea, KU23172).
Informed Consent Statement
The animals used in this study were owned by Konkuk University Industry-University Cooperation Foundation.
Data Availability Statement
The data presented in the current work are available.
Conflicts of Interest
The authors declare no conflicts of interest.
References
- FAO. Dietary Protein Quality Evaluation in Human Nutrition: Report of an FAO Expert Consultation; Food and Agriculture Organization of United Nations: Rome, Italy, 2013. [Google Scholar]
- Wu, G. Dietary protein intake and human health. Food Funct. 2016, 7, 1251–1265. [Google Scholar] [CrossRef] [PubMed]
- Bailey, H.M.; Stein, H.H. Can the digestible indispensable amino acid score methodology decrease protein malnutrition. Anim. Front. 2019, 9, 18–23. [Google Scholar] [CrossRef] [PubMed]
- Lima, L.; Ongaratto, F.; Fernandes, M.; Cardoso, A.; Lage, J.; Silva, L.; Reis, R.; Malheiros, E. Response of pasture nitrogen fertilization on greenhouse gas emission and net protein contribution of nellore young bulls. Animals 2022, 12, 3173. [Google Scholar] [CrossRef] [PubMed]
- Abelilla, J.J.; Liu, Y.; Stein, H.H. Digestible indispensable amino acid score (DIAAS) and protein digestibility corrected amino acid score (PDCAAS) in oat protein concentrate measured in 20-to 30-kilogram pigs. J. Sci. Food Agric. 2018, 98, 410–414. [Google Scholar] [CrossRef]
- Mathai, J.K.; Liu, Y.; Stein, H.H. Values for digestible indispensable amino acid scores (DIAAS) for some dairy and plant proteins may better describe protein quality than values calculated using the concept for protein digestibility-corrected amino acid scores (PDCAAS). Br. J. Nutr. 2017, 117, 490–499. [Google Scholar] [CrossRef] [PubMed]
- Stein, H.H.; Sève, B.; Fuller, M.F.; Moughan, P.J.; de Lange, C.F.M. Invited review: Amino acid bioavailability and digestibility in pig feed ingredients: Terminology and application. J. Anim. Sci. 2007, 85, 172–180. [Google Scholar] [CrossRef]
- Hodgkinson, S.M.; Stroebinger, N.; van der Wielen, N.; Mensink, M.; Montoya, C.; Hendriks, W.H.; De Vries, S.; Stein, H.H.; Moughan, P.J. Comparison of true ileal amino acid digestibility between adult humans and growing pigs. J. Nutr. 2022, 152, 1635–1646. [Google Scholar] [CrossRef]
- Cervantes-Pahm, S.K.; Liu, Y.; Stein, H.H. Digestible indispensable amino acid score and digestible amino acids in eight cereal grains. Br. J. Nutr. 2014, 111, 1663–1672. [Google Scholar] [CrossRef]
- Oh, J.; Kim, H.; Park, K.; Kim, B.G. Drying methods for black soldier fly (Hermetia illucens) larvae as a feed ingredient for pigs affect in vitro nutrient disappearance. Agriculture 2024, 14, 1792. [Google Scholar] [CrossRef]
- Boisen, S.; Fernández, J.A. Prediction of the apparent ileal digestibility of protein and amino acids in feedstuffs and feed mixtures for pigs by in vitro analyses. Anim. Feed Sci. Technol. 1995, 51, 29–43. [Google Scholar] [CrossRef]
- Son, J.; Park, N.; Kim, B.G. Energy utilization of corn, oilseed meals, and fibrous ingredients can be predicted by multi-sample simultaneous in vitro assay for growing pigs. Anim. Feed Sci. Technol. 2024, 309, 115903. [Google Scholar] [CrossRef]
- Stein, H.H.; Shipley, C.F.; Easter, R.A. Technical note: A technique for inserting a T-cannula into the distal ileum of pregnant sows. J. Anim. Sci. 1998, 76, 1433–1436. [Google Scholar] [CrossRef]
- NRC. Nutrient Requirements of Swine, 11th ed.; National Academy Press: Washington, DC, USA, 2012. [Google Scholar]
- Kim, B.G.; Kim, T. A program for making completely balanced Latin square designs employing a systemic method. Rev. Colomb. Cienc. Pecu. 2010, 23, 277–282. [Google Scholar] [CrossRef]
- Cervantes-Pahm, S. In Vivo and In Vitro Disappearance of Energy and Nutrients in Novel Carbohydrates and Cereal Grains by Pigs. Ph.D. Thesis, University of Illinois, Urbana-Champaign, IL, USA, 2011. [Google Scholar]
- AOAC. Official Methods of Analysis, 21st ed.; Association of Official Analytical Chemists International: Gaithersburg, MD, USA, 2019. [Google Scholar]
- Fenton, T.W.; Fenton, M. An improved procedure for the determination of chromic oxide in feed and feces. Can. J. Anim. Sci. 1979, 59, 631–634. [Google Scholar] [CrossRef]
- Kong, C.; Adeola, O. Evaluation of amino acid and energy utilization in feedstuff for swine and poultry diets. Asian-Australas. J. Anim. Sci. 2014, 27, 917–925. [Google Scholar] [CrossRef] [PubMed]
- Lee, S.A.; Ahn, J.Y.; Son, A.R.; Kim, B.G. Standardized ileal digestibility of amino acids in cereal grains and co-products in growing pigs. Asian-Australas. J. Anim. Sci. 2020, 33, 1148–1155. [Google Scholar] [CrossRef] [PubMed]
- Fanelli, N.S.; Bailey, H.M.; Guardiola, L.V.; Stein, H.H. Values for digestible indispensable amino acid score (DIAAS) determined in pigs are greater for milk than for breakfast cereals, but DIAAS values for individual ingredients are additive in combined meals. J. Nutr. 2021, 151, 540–547. [Google Scholar] [CrossRef] [PubMed]
- Casas, G.A.; Jaworski, N.W.; Htoo, J.K.; Stein, H.H. Ileal digestibility of amino acids in selected feed ingredients fed to young growing pigs. J. Anim. Sci. 2018, 96, 2361–2370. [Google Scholar] [CrossRef]
- Parera, N.; Lázaro, R.P.; Serrano, M.P.; Valencia, D.G.; Mateos, G.G. Influence of the inclusion of cooked cereals and pea starch in diets based on soy or pea protein concentrate on nutrient digestibility and performance of young pigs. J. Anim. Sci. 2010, 88, 671–679. [Google Scholar] [CrossRef]
- Valencia, D.G.; Serrano, M.P.; Centeno, C.; Lázaro, R.; Mateos, G.G. Pea protein as a substitute of soya bean protein in diets for young pigs: Effects on productivity and digestive traits. Livest. Sci. 2008, 118, 1–10. [Google Scholar] [CrossRef]
- Suh, J.H. Critical review: Metabolomics in dairy science–Evaluation of milk and milk product quality. Food Res. Int. 2022, 154, 110984. [Google Scholar] [CrossRef] [PubMed]
- Loudiyi, M.; Temiz, H.T.; Sahar, A.; Ahmad, H.M.; Boukria, O.; Hassoun, A.; Aït-Kaddour, A. Spectroscopic techniques for monitoring changes in the quality of milk and other dairy products during processing and storage. Crit. Rev. Food Sci. Nutr. 2022, 62, 3063–3087. [Google Scholar] [CrossRef] [PubMed]
- van Lieshout, G.A.A.; Lambers, T.T.; Bragt, M.C.E.; Hettinga, K.A. How processing may affect milk protein digestion and overall physiological outcomes: A systematic review. Crit. Rev. Food Sci. Nutr. 2020, 60, 2422–2445. [Google Scholar] [CrossRef]
- Kil, D.Y.; Park, C.S.; Son, A.R.; Ji, S.Y.; Kim, B.G. Digestibility of crude protein and amino acids in corn grains from different origins for pigs. Anim. Feed Sci. Technol. 2014, 196, 68–75. [Google Scholar] [CrossRef]
- Stein, H.H.; Trottier, N.L.; Bellaver, C.; Easter, R.A. The effect of feeding level and physiological status on total flow and amino acid composition of endogenous protein at the distal ileum in swine. J. Anim. Sci. 1999, 77, 1180–1187. [Google Scholar] [CrossRef] [PubMed]
- Park, N.; Kim, H.; Kim, B.G. Prediction models for basal endogenous losses of crude protein and amino acids in pigs. Anim. Biosci. 2024, 37, 1962–1969. [Google Scholar] [CrossRef] [PubMed]
- Almeida, F.N.; Petersen, G.I.; Stein, H.H. Digestibility of amino acids in corn, corn coproducts, and bakery meal fed to growing pigs. J. Anim. Sci. 2011, 89, 4109–4115. [Google Scholar] [CrossRef] [PubMed]
- Yang, J.; Zhou, Y.; Jiang, Y. Amino acids in rice grains and their regulation by polyamines and phytohormones. Plants 2022, 11, 1581. [Google Scholar] [CrossRef] [PubMed]
- Fanelli, N.S.; Martins, J.C.F.R.; Stein, H.H. Pork cuts, hams, and sausages have digestible indispensable amino acid scores (DIAAS) close to or over 100. JSFA Rep. 2024, 4, 326–335. [Google Scholar] [CrossRef]
- Lee, S.A. Prediction of Energy Values in Feed Ingredients Fed to Pigs. Master’s Thesis, Konkuk University, Seoul, Republic of Korea, 2017. [Google Scholar]
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