Browsing by Subject "Digestibility"

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Comparison of plant cell wall degrading community in the rumen of N’Dama and N’Dama x Jersey crossbred cattle in relation to in vivo and in vitro cell wall degradation
(2004) Nouala-Fonkou, Simplice; Becker, Klaus
This thesis presents a unique combination of an in vivo feeding trial, the analysis of the microbial community structure in the rumen, and in vitro fermentation studies, in order to assess the impact of breeds and diets on animal performance in a West African production setting. Pure N?Dama and N?Dama x Jersey crossbred cattle were fed two basal diets, baby corn and groundnut hay, supplemented with graded levels of either conventional concentrate or moringa leaf meal, to compare animal responses in productivity. In this context, Moringa oleifera leaf meal constitutes a locally available, potential alternative to commercial concentrate for cattle production. The cell wall digesting community of N?Dama and its crosses was analysed using phylogenetically based hybridisation probes to account for the contribution of rumen microbes to differences in fermentation patterns and animal response. In vitro fermentation studies were carried out using the same diets and supplementation levels as fed in vivo, to test the accuracy of the in vitro gas production technique in predicting the optimum level of supplementation. The in vivo feeding experiment focussed on the comparison of breed performance with diets relevant for local production conditions. Six N?Dama and six N?Dama x Jersey (crossbred) animals were used in a cross over design. They were fed consecutively three combinations of roughage and supplement, baby corn stover and concentrate (BCS:Co), groundnut hay and concentrate (GNH:Co) and groundnut hay and moringa meal (GNH:Mo), each at 5 levels of supplementation (0, 10, 20, 30 and 40%). Results from this study showed that there was a clear difference in animal response to different feeding regimes between the two breeds. When averaged over all diets organic matter intake (OMI) was higher in crossbred compared to N?Dama (94 and 87.6 g/kg 0.75 d-1, respectively). When analyzed for the diets and averaged over the breeds OMI was higher when animals were fed the baby corn based diet compared to groundnut based diets (95 against 88 g/kg 0.75 d-1). Only when the diet consisted of BCS:Co, and at low levels of supplementation, N?Dama ingested more than crossbred, but the difference was not significant. With GNH:Co crossbred ingested significantly more at levels of supplementation less or equal to 20%. With GNH:Mo crossbred ingested more, whatever the level of supplementation. The optimum level of supplementation in vivo, estimated with the single slope broken line model, was 10% and 20% for both breeds when they were fed BCS:Co and GNH:Co respectively, but 30% for N?Dama and 10% for the crossbreds when animals were fed GNH:Mo. Organic matter digestibility (OMD) was higher in N?Dama (64.6% against 60.7% in crossbreds) when animals were fed BCS:Co and supplementation had no effect on OMD of BCS:Co whatever the breed. When animals were fed groundnut hay as basal diet, OMD was also significantly higher in N?Dama at low levels of supplementation, but the differences became insignificant beyond 10% and 20% of concentrate or moringa, respectively. With GNH:Co OMD showed a quadratic response (p<0.001) with increasing level of supplementation when it was fed to crossbreds and was not affected when it was fed to N?Dama. Increasing levels of moringa meal supplementation increased OMD in both breeds up to a peak at 20 and 30% for N?Dama and crossbred, respectively. Average daily weight gain (ADG) was not affected by the breed, however it was higher on BCS:Co compared to other diets. On BCS:Co ADG increased with the level of supplementation, reaching a peak at 30%, whereas supplementation had no effect on ADG when animals were fed groundnut hay based diets. As N?Dama could take in and digest more of the low quality BCS:Co diet, they were less efficient in feed conversion under this feeding regime (FCE: 14 vs. 9 for the crossbreds). On GNH based diets, however, N?Dama surpassed the crossbreds in feed conversion efficiency with ratios of 11 vs. 13 for GNH:Co and 9 vs. 27 on GNH:Mo. Rumen microbes play the key role for the digestibility of a given feed and thus also for feed intake and finally animal performance. Obviously, the community composition and activity is highly dependent on the diet. With the present set-up, however, with identical external conditions and three different, well defined diets fed to both, N?Dama and crossbred cattle, a comparison of the microbial community structure between breeds could be attempted. The in vivo and in vitro data taken in the other parts of the study allow a sensible interpretation of potential changes in microbial composition. Rumen fluid was collected from three fistulated N?Dama and three crossbred animals adapted to the experimental diets at medium supplementation level. The cell wall degrading community was analyzed using the phylogenetically based 16S rRNA hybridisation probes. The results showed that on BCS:Co diet the Fibrobacter and R. flavefaciens RNA concentrations were higher in rumen fluid of N?Dama compared to crossbred. These concentrations were also significantly affected by the diet, such that they were higher on baby corn stover compared to groundnut hay based diets. The results of the microbial community analysis suggested that the differences between breeds observed in digestibility could be partially explained by the composition of the cell wall degrading community. Parallel to the in vivo experiment, in vitro fermentation studies were undertaken to evaluate the predictability of the in vivo response to supplementation by the in vitro data. Rumen fluid from 3 N?Dama and 3 crossbred donor animals was used for 24 hour in vitro fermentations. The donor animals were fed consecutively the same three diets used in vivo (BCS:Co, GNH:Co and GNH:Mo) at 20% level of supplementation. Each of these inocula was incubated with in vitro substrates consisting of all the combinations tested in vivo (i.e. 3 diets, 5 levels of supplementation) plus supplement alone. This design should allow to analyze for both, the impact of donor breed as well as that of the donor diet and to conclude which factors may be varied while maintaining predictability. The breed of the donor animals did not significantly affect 24 hour gas production, but short chain fatty acid concentration was higher with rumen fluid from crossbreds when donors were fed BCS:Co and GNH:Mo. Moringa meal as supplement to donor animals changed the fermentation pattern of all the substrates, such that gas production and SCFA increased substantially in groundnut hay based substrates, whereas gas production of BCS:Co substrates decreased and SCFA did not substantially change. In vitro digestibility was higher with rumen fluid from N?Dama whatever the diet of donor animals and the substrate incubated. GNH:Mo as donor diet also increased IVTD of all the substrates. Even though there was no clear response in vivo, this indicates a general stimulation of microbial activity in the rumen and renders moringa leaf meal a promising supplement. Averaged over all data there was a positive correlation (r2=0.53 p<0.001) between IVTD and in vivo OMD. This correlation was much stronger when calculated for a specific diet (e.g. r2=0.90 p<0.001 for BCS:Co, averaged over the breeds). Analyzing the data for the individual breeds affected correlations only to a minor degree. Thus, when testing a supplementation strategy in vitro, it should be important that donor animals are fed the same components (roughage and supplement) that will be combined at different levels in vitro, whilst the breed of donor animals may be of second importance. This work provides conclusive evidence that in vitro incubations may be used to design supplementation strategies, thus reducing the need for in vivo experiments. Moringa leaf meal is a promising local resource to substitute for conventional concentrate. Differences in productivity between breeds could be correlated to (and may be partially manifested through) a divergent community structure of rumen microbes. That, in turn, indicates that animals of different breeds might have a ?genetic background? that favours the establishment of a certain community, even if the animals are kept under identical conditions. This relationship should be investigated by more advanced molecular techniques.
Nutritional evaluation of oilseed press cakes in fish nutrition with emphasis on rainbow trout (Oncorhynchus mykiss, W.)
(2019) Greiling, Alexander Michael; Rodehutscord, Markus
Fishmeal is a valuable, protein rich ingredient for fish feed. It is a source of highly digestible crude protein (CP) with a balanced amino acid (AA) profile, well digestible inorganic phosphorus (P), and a highly digestible energy content. However, its availability is decreasing owing to an increasing demand that is driven by the increased production of fish in feed-based production systems. Research has made great advances in counteracting the limited supply of fishmeal. As a result, the majority of dietary CP in fish feed is made available from oilseeds and their processed by-products. Despite the pre-existing research efforts, the continuous evaluation of feed ingredients in search for alternatives to fishmeal is key to facilitate a sustainable growth of feed-based fish production. Oilseed press cake represents a widely available source of CP. While numerous studies have evaluated the nutritional value of press cake in fish feed, the majority focused on species reared in warmwater production systems. Thus, the objective of this thesis was to add to pre-existing knowledge on press cake and its potential to replace fishmeal in fish feed, with special emphasis on rainbow trout (Oncorhynchus mykiss W.). Initially the nutrient digestibility of various press cakes (linseed, pumpkin seed, rapeseed, soybean, sunflower seed, and walnut kernel cake) was determined in rainbow trout. The press cakes differed greatly in their digestibility of crude nutrients, with CP digestibility ranging from as low as 25% (sunflower seed cake) up to 88% (pumpkin seed cake). Another digestibility experiment was conducted using rapeseed cake and sunflower seed cake whose fibre fractions were reduced using two different processing methods (sieving and dehulling of seeds prior to pressing). The fibre-reduced press cake of rapeseed and sunflower seed cake had a substantially higher CP digestibility than their unprocessed counterpart (Manuscript 1). Three growth experiments were conducted to study the effect of partial replacement of fishmeal with press cake on performance traits of rainbow trout. In all growth experiments groups of rainbow trout were fed with either a basal diet or diets in which fishmeal CP was in part replaced by press cake based on its CP digestibility that was determined in the preceding digestibility experiments. It was found that the performance traits were influenced to a different extent in dependence of the press cake and their inclusion level. Pumpkin seed cake has been shown to have the highest potential to replace substantial amounts of fishmeal of the basal diet without significantly reducing performance traits of rainbow trout. To investigate the potential utilisation of InsP-P and the formation of inositol phosphate isomers in fish two experiments were conducted. The single and interactive effects of a mineral P supplement (monoammonium phosphate; MAP; 1 g P/kg DM of diet) and an InsP6 hydrolysing enzyme (Aspergillus oryzae 6-phytase; 2800 FTU/kg DM diet) were compared between rainbow trout and Atlantic salmon (Salmo salar). For each species a digestibility experiment was conducted under common rearing conditions of each species but using the same four diets (basal diet, basal diet + MAP, basal diet + phytase, and basal diet + MAP + phytase). The faecal disappearance of InsP6 was generally low (approximately 8%) but similar between the species when the diets were devoid of either supplement. The supplementation of phytase significantly increased InsP6 disappearance in both species, but the effect was found to be more pronounced in rainbow trout. The analysis of lower inositol phosphate isomers revealed that their hydrolysis progressed to a greater extent in rainbow trout and it suggested that InsP6 is subject to a different degradation pathway in the two species. While no significant interactive effects on InsP6 disappearance were found between the two supplements for either species, the MAP supplementation slightly decreased InsP6 disappearance in Atlantic salmon but not in rainbow trout. The experiments provide an insight into the breakdown of InsP6 and the faecal appearance of specific lower inositol phosphates and suggest that the use of press cake in feed for rainbow trout seems to be more beneficial than in feed for Atlantic salmon with regards to a more sustainable use of P resources. However, more experiments are recommended to complement these initial findings to gain a better understanding of InsP6 hydrolysis in fish.
Phytate degradation and phosphorus digestibility in turkeys and broiler chickens fed maize-based diets
(2023) Novotny, Moritz Sebastian Daniel; Rodehutscord, Markus
A growing global human population, stagnation in available land for farming, and an increased interest in sustainable and eco-friendly food production necessitates a highly efficient and environmentally friendly food production. This includes the already very feed-efficient poultry meat production. Currently, using non-renewable mineral phosphate as feed additive is industry standard in poultry nutrition. This can lead to unwanted eutrophication of waterbodies by high faecal concentrations of unutilised plant-based phosphate. Degrading phytate via enzymatic hydrolysation by phytases drastically improves digestibility of plant-based phosphate. With dietary phytase supplementation, a tool is available to reduce necessity of dietary phosphate supplementation. However, predictability of the extent to which phytase supplementation can replace phosphate supplementation is not accurate enough to forego phosphate supplementation entirely. Subject of this doctoral thesis was to study the factors that can influence phytate degradation in the digestive tract of poultry, in order to improve predictability of plant-based phosphate digestibility. The focus was put on maize-based diets, as they are very common worldwide and phytate degradation is challenging due to low intrinsic phytase activity of maize. A literature review on the current state of knowledge on phytate degradation and phosphorus digestibility of chicken fed maize-based diets was conducted. Part of this review was to compare findings for chickens to findings in other poultry species. There is a plethora of studies that investigated the subject in broilers but comparatively little information on turkeys. There were indications of fundamental differences between broilers and turkeys. Consequently, the intention was to identify reasons for these differences and to evaluate to which extent knowledge transfer from chickens to turkeys is possible. Two consecutive trials comparing broilers and turkeys were designed. Factors studied were: supplemented phytase, dietary phosphorus and calcium concentration, age, and endogenous mucosal phosphatase activity. Broilers and turkeys studied were kept simultaneously and under identical conditions, including experimental diets. A total of 480 broiler and 480 turkey hatchlings were obtained at the same day and raised at the experimental facility. Halve of the animals of each species underwent the experiment from day 14 to day 21, the other halve from day 35 to day 42. This set up was chosen to study the influence of physiological development, as species with different maturation rates were compared. In 3-week-old broilers and turkeys, precaecal InsP6 disappearance was the same when no phytase was supplemented and dietary calcium and phosphorus level was low. This coincided with no differences in jejunal mucosal phosphatase activity. Without phytase supplementation, 6-week-old turkeys showed higher precaecal InsP6 disappearance than 6-week-old broilers. This coincided with higher jejunal mucosal phosphatase activity in turkeys than broilers. When phytase was supplemented, precaecal InsP6 disappearance was markedly increased in both species. This increase was always higher in broilers compared to turkeys of the same age. Increased dietary calcium and phosphorus levels led to decreased precaecal InsP6 disappearance in both species. This led to the conclusion that previously reported differences in precaecal InsP6 disappearance between broilers and turkeys were primarily due to the higher dietary calcium and phosphorus concentrations used in turkey diets, and secondly due to more phytate degradation by supplemented phytase in the crop of broilers compared to turkeys. The latter was attributed to more favourable conditions for the supplemented phytase. Although turkeys appeared to have compensated much of that in the more posterior parts of the digestive tract. Jejunal mucosal phosphatase activity was higher in treatments with phytase supplementation than without. As this coincided with high concentrations of lower inositol phosphates in the digesta, these might have triggered increased expression of phosphatases on the brush border membrane. In contrast, an increase in dietary calcium and phosphorus level coincided with a decrease in jejunal mucosal phosphatase activity, numerically in 3-week-old birds, but significantly in 6-week-old birds. This might indicate a downregulation of mucosal phosphatase expression based on phosphate concentration in the small intestine. In conclusion, fundamental mechanisms affecting phytate degradation in the digestive tract of broilers and turkeys seem to be the same. However, there is one big difference in recommended dietary calcium and phosphorus levels and many small differences in important details affecting phytate degradation and phosphate digestibility between the two species. These require dedicated attention to further improve phosphorus efficiency in poultry production.
Studies of phytate degradation and associated mineral utilization in growing pigs
(2024) Klein, Nicolas; Rodehutscord, Markus
Phosphorus (P) is primarily stored in plant seeds as phytate, which is any salt of phytic acid (myo-inositol hexakisphosphate; InsP6). The enzymatic capacity of pigs and the microorganisms present in their digestive tract allows for only partial and incomplete prececal degradation of InsP6. To address this limitation, the addition of exogenous phytases to feed has been state-of-the-art for more than three decades. Phytases, found in various organisms like bacteria, fungi, plants, and animals, initiate the breakdown of InsP6 and inorganic phosphate, thereby making the liberated phosphate available for digestion. Substantial scientific research and practical field applications have shown that adding exogenous phytases to the diet of non-ruminants leads to an improvement in P digestibility and a reduction in P excretion. Over time, phytases with enhanced thermal profiles and higher activity at physiological pH milieus have been engineered. Additionally, advancements in plant breeding have increased intrinsic phytase activity in feed ingredients relevant to animal nutrition. Thus, this thesis aimed to deepen the understanding of inositol phosphate (InsP) degradation in ileal-cannulated pigs, focusing on how dietary variables can influence this process along the digestive tract. In the first study (Manuscript 1), diets based on wheat with variable intrinsic phytase activity and the addition of an exogenous phytase on InsP degradation in pigs were investigated. Although wheat intrinsic phytase contributed to increased InsP degradation and P digestibility in pigs, variation in intrinsic phytase activity by crossbreeding wheat, as achieved in this study, was not reflected in InsP degradation and P digestibility data. This discrepancy may be attributed to an inadequate proteolytic resistance of wheat phytase in the gastric compartment of the pig. A marked increase in prececal InsP degradation and P digestibility was achieved by adding a microbial phytase to the wheat-based feed. While exogenous phytase increases the digestibility of InsP-P, other dietary components may impair its hydrolytic activity. In the second study (Manuscript 2), the single and interactive effects of dietary Ca concentration and exogenous phytase in pigs were investigated. The study assessed the effects of dietary Ca and exogenous phytase on InsP degradation and nutrient digestibility in growing pigs. Additional dietary Ca decreased prececal InsP6 disappearance, but only with exogenous phytase. Concentrations of lower InsP isomers and myo-inositol in the ileal digesta and prececal P digestibility were greater with exogenous phytase, but not affected by dietary Ca concentration. In contrast, fecal InsP6 disappearance was lower and the concentration of InsP4-5 isomers in feces was greater with additional dietary Ca. The study revealed that dietary Ca concentration is relevant for InsP disappearance in the hindgut, but not in the ileum. However, when exogenous phytase is used, the dietary Ca concentration is important because prececal InsP degradation is affected by the Ca level in the diet. The third study (Manuscript 3) aimed to investigate the effects of dietary Ca sources, exogenous phytase, and formic acid on InsP degradation and nutrient digestibility in growing pigs. Replacing limestone with Ca formate reduced prececal InsP6 disappearance and prececal P digestibility. However, adding formic acid to a diet containing limestone and phytase enhanced prececal InsP6 disappearance and increased InsP2 and myo-inositol concentrations in the distal ileal digesta. Accordingly, prececal P digestibility was increased when formic acid was added to the diet containing limestone and exogenous phytase. This suggested that Ca formate is not a suitable alternative Ca source to limestone for optimizing prececal P release from InsP in growing pigs. The release of P from InsP by exogenous phytase in limestone diets can still be further increased by adding formic acid. In conclusion, the degradation of InsP in growing pigs is a complex process affected by dietary Ca concentration, dietary Ca source, and the presence of phytase. However, investigated dietary traits mainly affected InsP6, with lesser effects on lower InsP isomers, highlighting the importance of prececal hydrolytic breakdown of InsP6 to InsP5. This directly affected P digestibility of growing pigs. Intrinsic phytase activity in feed ingredients, such as wheat, can contribute to prececal InsP degradation but may be neglected when exogenous phytase is present in the feed. Exogenous phytase addition notably increased prececal InsP degradation and P digestibility in plant-based diets, and complete dephosphorylation of InsP in the prececal tract was implied by the increase of the final degradation product myo-inositol in the ileum content, urine, and blood. However, some P remained bound to InsP at the end of the ileum of growing pigs and was therefore not available for digestion. Nevertheless, some diets with exogenous phytase tested in this thesis met the recommended digestible P concentration. This suggests that diets formulated with adequate InsP-containing ingredients and exogenous phytase may obviate the need for mineral P addition, reducing the reliance on finite P sources in growing pig nutrition.
Variability of the protein and energy values of European dried distillers´ grains with solubles for ruminants
(2013) Westreicher Kristen, Edwin; Rodehutscord, Markus
The increasing demand of energy together with the implementation of the European Program for the use of energy from renewable sources are favourable scenarios to increment the ethanol production in the coming years in the EU. Ethanol production yields dried distillers´ grains with soluble (DDGS) as the main by-product, a valuable feedstuff for ruminants. A great number of publications mainly form USA and Canada has demonstrated the great variability of the feed value of corn-DDGS, the main by-product from ethanol production in these countries. In the EU, different and diverse technological conditions predominate and little was investigated to evaluate the feed value of DDGS. The variability of feeding value in conjunction with expected increase of DDGS production demands for further and more specific characterization of this by-product in the EU. Therefore, a project was conceived to characterize the chemical composition and evaluate the protein and energy value for ruminants of DDGS from different European countries. Thirteen samples of DDGS originating from wheat, corn, barley, and blends of different substrates were used. In the first study, the objective was to characterize variations in the composition and nutritive value of DDGS, and to estimate the undegradable crude protein (UDP) in DDGS. The rumen degradation of crude protein (CP) was determined using the nylon bag technique. Samples were incubated for 0, 1, 2, 4, 8, 16, 32, and 72 h, and in situ degradation kinetics were determined. UDP was estimated using a passage rate of 8 %/h. In vitro gas production was measured to estimate the metabolizable energy (ME), net energy for lactation (NEL) and in vitro digestibility of organic matter (IVDOM). Chemical profiles varied among samples (in g/kg dry matter (DM) ± standard deviation, the values were 310 ± 33 CP, 86 ± 37 ether extract, 89 ± 18 crude fibre, 408 ± 39 neutral detergent fibre, 151 ± 39 acid detergent fibre, and 62 ± 31 acid detergent lignin), as well as in protein fractions according to the Cornell Net Carbohydrate and Protein System (in g/kg CP, the values were 161 ± 82 for fraction A, 24 ± 11 for fraction B1, 404 ± 105 for fraction B2, 242 ± 61 for fraction B3, and 170 ± 87 for fraction C). ME, NEL (MJ/kg DM) and IVDOM (%), also varied among samples: 12.1 ± 0.59, 7.3 ± 0.39, and 72.5 ± 4.30, respectively. The in situ rapidly degradable CP fraction (a) varied from 10.2 to 30.6%, and the potentially degradable fraction (b) averaged to 66.8%. UDP varied from 8.6 to 62.6% of CP. This first study suggests significant variations in composition and nutritive value among different sources of DDGS. UDP could be predicted on the basis of analysed CP fractions, but the accuracy of UDP prediction improved upon the inclusion of neutral-detergent insoluble nitrogen, explaining 94% of the variation in the UDP values. To conclude, chemical protein fractions may be used to predict the UDP values of DDGS and the variability in the protein fractions of DDGS should be considered when formulating diets for dairy cows. To provide additional information on the nutritional value of DDGS, a second study was carried out to determine and compare the in situ ruminal degradation of CP and amino acids (AAs) of DDGS and to characterize the in vitro pepsin-pancreatin solubility of CP (PPS) from dietary DDGS (d-DDGS) and DDGS residue (DDGS-r) obtained after 16-h ruminal incubation. The rumen degradation of AAs and CP was determined using nylon bag incubations in the rumen of cows. Lysine and methionine content of d-DDGS varied from 1.36 to 4.00 and 1.34 to 1.99 g/16 g N, respectively. The milk protein score (MPS) of d-DDGS was low and ranged from 0.36 to 0.51, and lysine and isoleucine were estimated to be the most limiting AAs in d-DDGS and DDGS-r. DDGS-r contained slightly more essential AAs than did the d-DDGS. Rumen degradation of CP after 16 h varied from 44% to 94% between DDGS samples. Rumen degradation of lysine and methionine ranged from 39% to 90% and from 35% to 92%, respectively. Linear regressions showed that ruminal degradation of individual AAs can be predicted from CP degradation. The PPS of d-DDGS was higher than that of DDGS-r and it varied from 70% to 89% and from 47% to 81%, respectively. There was no significant correlation between the PPS of d-DDGS and PPS of DDGS-r (R2 = 0.31). The estimated intestinally absorbable dietary protein (IADP) averaged 21%. Moderate correlation was found between the crude fibre content and PPS of DDGS-r (R2 = 0.43). This study suggests an overestimation of the contribution of UDP of DDGS to digestible protein supply in the duodenum in currently used protein evaluation systems. More research is required and recommended to assess the intestinal digestibility of AAs from DDGS. Finally, in a third study, three sources of DDGS were evaluated in diets of mid-lactating dairy cows on milk production and milk composition and on digestibility in sheep. DDGS from wheat, corn and barley (DDGS1), wheat and corn (DDGS2) and wheat (DDGS3) were studied and compared with a rapeseed meal (RSM). RSM and DDGS were characterized through in situ CP degradability. Nutrient digestibility was determined in sheep. Twenty-four multiparous cows were used in a 4 × 4 Latin square design with 28-day periods. Treatments included total mixed rations containing as primary protein sources RSM (control), DDGS1 (D1), DDGS2 (D2) or DDGS3 (D3). RSM contained less rapidly degradable CP (fraction a), more potentially degradable CP (fraction b) and more UDP than the three DDGS. In vivo organic matter digestibility of RSM was similar to DDGS. Calculated NEL was lower for RSM (7.4 MJ/kg DM) than for DDGS, which averaged 7.7 MJ/kg DM. Cows? dry matter intake did not differ between diets (21.7 kg/d). Cows fed D1 yielded more milk than those fed D3 (31.7 vs. 30.4 kg/d); no differences were found between control and DDGS diets (31.3 vs. 31.1 kg/d). Energy-corrected milk was similar among diets (31.2 kg/d). Diets affected neither milk fat concentration (4.0%) nor milk fat yield (1.24 kg/d). Milk protein yield of control cows (1.12 kg/d) was significantly higher than D3 (1.06 kg/d) but not different from D1 and D2 (1.08 kg/d each). Feeding DDGS significantly increased milk lactose concentration (4.91%) compared to control (4.81%). DDGS can be a suitable feed compared to RSM and can be fed up to 4 kg dry matter per day in rations of dairy cows in mid-lactation. To conclude, DDGS is a suitable feedstuff for ruminants in terms of chemical composition, energy and protein value. However, the variability should be considered when included in diets of ruminants, especially in animals with high performance. For this purpose, prediction approaches initated in this study should be further developed into tools for routine application for rapid DDGS evaluation and estimation of feed values. These approaches might also be usefull for the evaluation of other feed protein sources and taked into consideration for practical feeding and diets formulation.