Abstract
Growth and response to Escherichia coli lipopolysaccharide (LPS) challenge in Lohmann LSL-Lite pullets when fed a source of omega-3 fatty acids (n-3 FA) and yeast bioactives (YB) from hatch through to 16 wk of age (woa) were investigated. Co-extruded full fat flaxseed and pulse mixture (FFF; 1:1 wt/wt) supplied n-3 FA and YB were yeast cell walls processed with β-1,3-glucan hydrolase. A total of 1,064-day-old pullets were placed in cages (19 birds/cage) and allocated to 7 diets (n = 8). The iso-caloric and iso-nitrogenous diets were control, control + 1, 3, or 5% FFF and + 0.025, 0.05, or 0.1% YB. The birds had ad libitum access to feed and water. Body weight (BW), feed intake, and lymphoid organs weight were recorded. At 15 woa, 2 pairs of pullets/cage received intravenous injection of either 1 mL of sterile saline without or with 8 mg LPS/kg BW. Injected pullets were bled, monitored for BW and cloaca temperature at time points within 168 h. Birds fed 1% FFF were heavier (P < 0.04) than birds fed other diets at 16 woa with FFF and YB exhibiting non-linear responses. Control birds had heavier (P = 0.02) thymus at 4 woa. Spleen weight increased quadratically (P < 0.05) in response to FFF at 8 and YB at 16 woa. The LPS increased cloaca temperature and altered concentration of several plasma metabolites (P < 0.05). The interaction (P < 0.05) between LPS and diet was such that control birds exhibited lower creatine kinase (CK) upon challenge with LPS relative to birds fed other diets. The LPS birds fed 1% FFF and 0.05% YB showed higher plasma albumin than non-LPS cohorts. Non-LPS birds fed control, 1 and 3% FFF had higher plasma K than LPS cohorts. In general, FFF and YB exhibited linear and quadratic effects (P < 0.05) on select plasma metabolites. In conclusion, dietary provision of n-3 FA and YB influenced pullet BW at sexual maturity, development of lymphoid organs and modulated some plasma metabolites in response to LPS.
Key words: omega-3 fatty acids, yeast bioactives, pullet growth and development, immunocompetence
INTRODUCTION
The digestive, immune, and the integument (skin and feathers) systems undergo rapid growth and development in the first 6 wk of age (woa) of modern pullet life (Silva et al., 2015). Pullets that have higher levels of stress during this growth spurt are more likely to have poor uniformity, which can negatively affect lifetime egg production (Leeson and Summers, 2005). For example, flocks with poor uniformity, the birds on the low end of the body weight scale will not come into production until 5 to 10 wk relative to other birds (Leeson and Summers, 2005). Rearing period is also critical for optimal development of structural bones pivotal for mitigating inevitable structural bones loss in the course of laying cycle (Akbari Moghaddam Kakhki et al., 2018,2020). Indeed, it is during the growth spurt that, the cortical (outer structural shell) and trabecular (inner for strength and support) bone are formed (Fleming et al., 2006). It has been estimated that 95% of the skeleton is developed by 12 woa (ISA, 2011; Hanlon et al., 2022). Collectively, any lag in growth during this period will affect the optimal body weight (BW) and composition at sexual maturity, delay the onset of egg production, impair egg production, and increase risks of osteoporosis, feather pecking, and poor eggshell quality (Leeson and Summers, 2005).
In practice, pullets are exposed to a variety of stressors associated with routine rearing practices, including vaccination, handling, heat, and feed change. Whether these stressors occur singly or simultaneously, they have the potential to stimulate stress response, impair immunity and negatively affect bird growth and well-being (Widowski and Torrey, 2018). Healthy birds with functioning immune systems are remarkably resilient to stressors and in fighting off diseases (Olsen et al., 2012; Linden, 2015). However, the immune system of growing pullet is uniquely fragile due to aforementioned production stressors and transient immunosuppression caused by routine vaccination regimens in early phases of pullet life (Butcher and Mojtaba, 2008; Kapczynski et al., 2013). In conjunction with restriction on use of antibiotics, changes in housing environment could increase the risk of proliferation of pathogenic and zoonotic bacteria in the gut. A Swiss survey 12 years after the ban of cages showed a significant decrease in the incidence of viral diseases but a marked increase in bacterial diseases (Kaufmann-Bart and Hoop, 2009). According to a survey in Canada, cumulative mortality rate of 1.8 ± 1.7% with a range of 0.01 to 8.3% was reported for pullets. The reasons for mortality included birds getting trapped in housing equipment (28.2%), leg injuries (24.4%), disease (21.8%), and smothering (15.4%) (Van Staaveren et al., 2019).
Immunomodulatory feedstuffs can alleviate stress and growth perturbations in domestic animals (Yang et al., 2008). There are numerous feedstuffs that have been shown to have immunomodulatory effects in young birds such as functional fatty acids (omega-3 polyunsaturated fatty acids, n-3 FA), yeast metabolites and probiotics (Lu et al., 2019; Neijat et al., 2019; Rubio, 2019). The effects of n-3 FA on the immune system are centered on their ability to alter cytokine production and secondarily to diminish eicosanoid biosynthesis (Anderson and Fritsche, 2002). The health benefits of n-3 FA are largely due long chained eicosapentaenoic acid (20:5 n−3, EPA) and docosahexaenoic acid (22:6 n−3, DHA) (Cherian, 2015). Both EPA and DHA can be supplemented in the diet by using fish and microalgae sources; but albeit with lower efficiency they could also be synthesized de novo from dietary α-linolenic acid (18:3 n−3, ALA) (Cherian, 2015). In general, although underlying mechanisms are poorly understood yeast and yeast metabolites have been shown to result in improved growth performance, resilience against enteric and systemic pathogens and consistent reductions in mortality of broiler chickens (Hooge, 2004; Roberts et al., 2015). These affects have been associated with modulation of immune system (Leung et al., 2018; Leung et al., 2019; Lu et al., 2019), mitigation of environmental stressors (Nelson et al., 2020), increase antibody titers production after vaccination (Cortés-Coronado et al., 2017) and interactions with gut constituents particularly reduction of enteric pathogens in various animal models (Price et al., 2010; Kiarie et al., 2012; Feye et al., 2016; Kiarie et al., 2019a,b).
There is little consideration on the utility of immunomodulating dietary components such as n-3 FA and yeast in feeding program for pullets. It is plausible such feedstuffs holds great promise in optimal pullet rearing particularly in high-stress housing environments. However, there is dearth of the data on the impact of feeding these functional feedstuffs on pullet development and overall health. Therefore, the objective of the present study was to investigate growth, body weight uniformity, lymphoid organ development and response to Escherichia coli lipopolysaccharide (LPS) challenge in egg-type Lohmann LSL-Lite pullets when fed a source of n-3 FA and YB from hatch through to 16 woa.
MATERIALS AND METHODS
The experimental protocol (#3634) was approved by the University of Guelph Animal Care Committee, and birds were cared for in accordance with the Canadian Council on Animal Care guidelines throughout the experiment (CCAC, 2009).
Birds and Housing
A total of 1,064-day-old Lohmann LSL-Lite pullets were procured from a commercial hatchery (Archer poultry farm Ltd., Brighton, Canada) and placed in 56 of conventional cages (L × W × H; 76 × 71 × 46 cm, Ford Dickinson Inc., Mitchell, Canada) based on body weight (BW) (19 pullets/pen). The cages were in one environmentally controlled room at the Arkell poultry research station, University of Guelph (Guelph, Canada). The cages were equipped with 2 nipple drinkers and trough feeder as described (Khanal et al., 2020). The room temperature was set at 35°C for the first 3 d, then gradually decreased to 20°C by 5 woa and held to the end. The relative humidity was 50% to 60% throughout the experiment. Light (30 Lux) was provided continuously for the first 2 D, then gradually decreased according to the lighting program for Lohmann LSL-Lite to 10L:14D at the intensity of 5 Lux. The light schedule was provided with a 20 min step up (dawn period) with full intensity at 05:30 h and a 20 min step down (dusk period) with light fully off at 19:30 h. Birds were vaccinated for Marek, and Newcastle disease (ND) at hatchery via neck inject. Birds were spray vaccinated for infectious bronchitis virus (IBV) at 3 woa, first booster for IBV and ND at 6 woa, fowl laryngotracheitis virus via wing web and avian encephalomyelitis and fowl pox via eye-drop at 8 woa. The second and third boosters for IBV and ND were via spray at 11 woa, and thigh injection at 15 woa, respectively.
Experimental Diets
Seven diets were prepared (1) control, mainly corn and soybean meal based; (2–4) control plus 1 or 3 or 5% of co-extruded full fat flaxseed and pulse mixture (FFF, 1:1 wt/wt) as a source of n3-FA (linPRO, O&T Farms Ltd., Regina, Canada), and (5–7) control plus 0.025 or 0.05 or 0.1% of yeast bioactives (YB, Maxi-Nutrio, CBS Bio Platforms Inc., Calgary, Canada). The YB are yeast cell walls originated from Saccharomyces cerevisiae processed with β-1,3-glucan hydrolase (Patterson et al., 2023). The doses of FFF and YB were based on our previous studies in broilers and pullet breeders (Lu et al., 2019; Akbari Moghaddam Kakhki et al., 2020; Thanabalan and Kiarie, 2021). All diets were formulated to meet or exceed the breeder specifications (Lohmann, 2016): starter, d 0 to 3 woa (Table 1); grower, 4 to 8 woa (Table 2), and developer, 9 to 16 woa (Table 3).
Table 1.
Composition of experimental diets in starter phase, as fed basis.1
Item | Control | Flaxseed inclusion, %2 |
Yeast bioactives inclusion, %3 |
||||
---|---|---|---|---|---|---|---|
1 | 3 | 5 | 0.025 | 0.05 | 0.10 | ||
Corn | 43.5 | 43.2 | 42.5 | 41.8 | 43.5 | 43.5 | 43.4 |
Soybean meal | 29.2 | 28.7 | 27.8 | 26.8 | 29.2 | 29.2 | 29.2 |
Wheat | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 |
Barley | 5.00 | 5.00 | 5.00 | 5.00 | 5.00 | 5.00 | 5.00 |
Corn germ meal, 60% | 3.00 | 3.00 | 3.00 | 3.00 | 3.00 | 3.00 | 3.00 |
Wheat middlings | 2.50 | 2.50 | 2.50 | 2.50 | 2.50 | 2.50 | 2.50 |
Soy oil | 2.49 | 2.29 | 1.89 | 1.49 | 2.49 | 2.49 | 2.49 |
Monocalcium phosphate | 2.15 | 2.15 | 2.14 | 2.14 | 2.15 | 2.15 | 2.15 |
Limestone | 0.86 | 0.86 | 0.87 | 0.88 | 0.86 | 0.86 | 0.86 |
Vitamins and trace minerals premix4 | 0.50 | 0.50 | 0.50 | 0.50 | 0.50 | 0.50 | 0.50 |
Salt | 0.29 | 0.29 | 0.29 | 0.29 | 0.29 | 0.29 | 0.29 |
Sodium bicarbonate | 0.21 | 0.21 | 0.21 | 0.21 | 0.21 | 0.21 | 0.21 |
L-Lysine HCl | 0.15 | 0.16 | 0.16 | 0.17 | 0.15 | 0.15 | 0.15 |
DL-Methionine, 99% | 0.10 | 0.10 | 0.11 | 0.11 | 0.10 | 0.10 | 0.10 |
L-Threonine, 98% | 0.04 | 0.04 | 0.05 | 0.05 | 0.04 | 0.04 | 0.04 |
Flaxseed | - | 1.00 | 3.00 | 5.00 | - | - | - |
Yeast bioactives | - | - | - | - | 0.025 | 0.05 | 0.10 |
Calculated provisions | |||||||
AME, kcal/kg | 2,800 | 2,800 | 2,800 | 2,800 | 2,800 | 2,800 | 2,800 |
Crude protein, % | 20.0 | 20.0 | 20.0 | 20.0 | 20.0 | 20.0 | 20.0 |
SID Lys, % | 0.98 | 0.98 | 0.98 | 0.98 | 0.98 | 0.98 | 0.98 |
SID Met + Cys, % | 0.68 | 0.68 | 0.68 | 0.68 | 0.68 | 0.68 | 0.68 |
SID Thr, % | 0.65 | 0.65 | 0.65 | 0.65 | 0.65 | 0.65 | 0.65 |
Calcium, % | 1.05 | 1.05 | 1.05 | 1.05 | 1.05 | 1.05 | 1.05 |
Available phosphorus, % | 0.48 | 0.48 | 0.48 | 0.48 | 0.48 | 0.48 | 0.48 |
Chloride, % | 0.23 | 0.23 | 0.23 | 0.23 | 0.23 | 0.23 | 0.23 |
Sodium, % | 0.18 | 0.18 | 0.18 | 0.18 | 0.18 | 0.18 | 0.18 |
Analyzed provisions | |||||||
Dry matter, % | 87.0 | 87.3 | 87.6 | 87.8 | 87.6 | 87.7 | 87.4 |
Crude protein, % | 20.1 | 19.8 | 20.9 | 20.7 | 20.6 | 21.2 | 20.0 |
Gross energy, kcal/kg | 3,993 | 3,987 | 3,959 | 4,021 | 4,096 | 4,055 | 4,088 |
Crude fat, % | 5.60 | 5.91 | 3.74 | 3.83 | 4.10 | 4.45 | 4.44 |
Calcium, % | 0.87 | 0.86 | 0.85 | 0.86 | 0.82 | 0.86 | 0.86 |
Phosphorus, % | 0.66 | 0.68 | 0.68 | 0.65 | 0.64 | 0.68 | 0.66 |
Fatty acids, % of total fat | |||||||
C18:3 | 5.26 | 7.33 | 10.6 | 14.5 | - | - | - |
C20:5 | 0.11 | 0.10 | 0.09 | 0.09 | - | - | - |
C22:6 | 0.02 | 0.01 | 0.01 | 0.01 | - | - | - |
∑ n-3 | 5.26 | 7.33 | 10.6 | 14.5 | - | - | - |
∑ n-6 | 47.2 | 51.2 | 50.6 | 48.0 | - | - | - |
∑ n-6: ∑ n-3 ratio | 8.98 | 6.98 | 4.76 | 3.31 | - | - | - |
Starter: 0 to 3 wk of age (woa).
Co-extruded full-fat flaxseed and pulse mixture (1:1 wt/wt), as a source of a-linolenic acid, O & T Farms Ltd., Saskatoon, Saskatchewan, Canada.
Enzymatically bio-processed yeast cell walls from Saccharomyces cerevisiae, as a source of yeast bioactives (CBS Bio Platforms Inc., Calgary, Canada).
Provided in kg of diet: vitamin A (retinol), 10,000 IU; vitamin D3 (cholecalciferol), 3,000 IU; vitamin E, 100 mg; vitamin K3 (menadione), 5.0 mg; vitamin B1 (thiamin), 4.0 mg; vitamin B2 (riboflavin), 10.0 mg; vitamin B3 (niacin), 50.0 mg; vitamin B5 (pantothenic acid), 20.0 mg; vitamin B6 (pyridoxine), 4.0 mg; vitamin B9 (folic acid), 2.0 mg; vitamin B12 (cyanocobalamin), 30.0 mg; biotin, 200 mcg; choline, 400.0 mg; Mg, 110 mg; Zn, 80 mg; Fe, 40.0 mg; Cu, 10.0 mg; I, 1 mg, Se, 0.31 mg.
Table 2.
Composition of experimental diets in grower phase, as fed basis.1
Item | Control | Flaxseed inclusion, %2 |
Yeast bioactives inclusion, %3 |
||||
---|---|---|---|---|---|---|---|
1 | 3 | 5 | 0.025 | 0.05 | 0.10 | ||
Corn | 42.8 | 42.5 | 41.8 | 41.1 | 42.8 | 42.8 | 42.7 |
Soybean meal | 21.3 | 20.8 | 19.9 | 19.9 | 21.3 | 21.3 | 21.3 |
Wheat | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 |
Barley | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 |
Corn germ meal, 60% | 5.00 | 5.00 | 5.00 | 5.00 | 5.00 | 5.00 | 5.00 |
Wheat middlings | 5.00 | 5.00 | 5.00 | 5.00 | 5.00 | 5.00 | 5.00 |
Soy oil | 1.88 | 1.68 | 1.28 | 0.88 | 1.88 | 1.88 | 1.88 |
Monocalcium phosphate | 2.03 | 2.03 | 2.02 | 2.02 | 2.03 | 2.03 | 2.03 |
Limestone fine | 0.84 | 0.85 | 0.85 | 0.86 | 0.84 | 0.84 | 0.84 |
Vitamins and trace minerals premix4 | 0.50 | 0.50 | 0.50 | 0.50 | 0.50 | 0.50 | 0.50 |
Salt | 0.29 | 0.29 | 0.29 | 0.29 | 0.29 | 0.29 | 0.29 |
Sodium bicarbonate | 0.16 | 0.17 | 0.17 | 0.17 | 0.16 | 0.16 | 0.16 |
L-Lysine HCl | 0.14 | 0.14 | 0.15 | 0.15 | 0.14 | 0.14 | 0.14 |
DL-Methionine, 99% | 0.04 | 0.04 | 0.04 | 0.04 | 0.04 | 0.04 | 0.04 |
L-Threonine, 98% | 0.03 | 0.03 | 0.03 | 0.04 | 0.03 | 0.03 | 0.03 |
Flaxseed | - | 1.00 | 3.00 | 5.00 | - | - | - |
Yeast bioactives | - | - | - | - | 0.025 | 0.05 | 0.10 |
Calculated provisions | |||||||
AME, kcal/kg | 2,800 | 2,800 | 2,800 | 2,800 | 2,800 | 2,800 | 2,800 |
Crude protein, % | 18.5 | 18.5 | 18.5 | 18.5 | 18.5 | 18.5 | 18.5 |
SID Lys, % | 0.82 | 0.82 | 0.82 | 0.82 | 0.82 | 0.82 | 0.82 |
SID Met + Cys, % | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 | 0.60 |
SID Thr, % | 0.57 | 0.57 | 0.57 | 0.57 | 0.57 | 0.57 | 0.57 |
Calcium, % | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
Available phosphorus, % | 0.45 | 0.45 | 0.45 | 0.45 | 0.45 | 0.45 | 0.45 |
Chloride, % | 0.23 | 0.23 | 0.23 | 0.23 | 0.23 | 0.23 | 0.23 |
Sodium, % | 0.17 | 0.17 | 0.17 | 0.17 | 0.17 | 0.17 | 0.17 |
Analyzed provisions | |||||||
Dry matter, % | 87.8 | 87.8 | 88.1 | 88.3 | 87.9 | 87.7 | 87.9 |
Crude protein, % | 19.7 | 19.6 | 19.2 | 18.6 | 20.4 | 19.5 | 19.5 |
Gross energy, kcal/kg | 4,011 | 3,923 | 4,045 | 4,025 | 3,996 | 4,036 | 4,000 |
Crude fat, % | 3.00 | 3.59 | 3.88 | 3.81 | 2.19 | 3.21 | 3.39 |
Calcium, % | 0.77 | 0.81 | 0.84 | 0.82 | 0.80 | 0.78 | 0.75 |
Phosphorus, % | 0.62 | 0.68 | 0.64 | 0.62 | 0.61 | 0.65 | 0.62 |
Fatty acids, % of total fat | |||||||
C18:3 | 5.66 | 7.88 | 11.8 | 15.9 | - | - | - |
C20:5 | 0.16 | 0.14 | 0.13 | 0.12 | - | - | - |
C22:6 | 0.01 | 0.02 | 0.02 | 0.02 | - | - | - |
∑ n-3 | 5.66 | 7.88 | 11.8 | 15.9 | - | - | - |
∑ n-6 | 55.4 | 54.3 | 50.7 | 47.3 | - | - | - |
∑ n-6: ∑ n-3 ratio | 9.79 | 6.89 | 4.28 | 2.97 | - | - | - |
Grower: 4 to 8 wk of age (woa).
Co-extruded full-fat flaxseed and pulse mixture (1:1 wt/wt), as a source of a-linolenic acid, O & T Farms Ltd.
Enzymatically bio-processed yeast cell walls from Saccharomyces cerevisiae, as a source of yeast bioactives (CBS Bio Platforms Inc.).
Provided in kg of diet: vitamin A (retinol), 10,000 IU; vitamin D3 (cholecalciferol), 3,000 IU; vitamin E, 100 mg; vitamin K3 (menadione), 5.0 mg; vitamin B1 (thiamin), 4.0 mg; vitamin B2 (riboflavin), 10.0 mg; vitamin B3 (niacin), 50.0 mg; vitamin B5 (pantothenic acid), 20.0 mg; vitamin B6 (pyridoxine), 4.0 mg; vitamin B9 (folic acid), 2.0 mg; vitamin B12 (cyanocobalamin), 30.0 mg; biotin, 200 mcg; choline, 400.0 mg; Mg, 110 mg; Zn, 80 mg; Fe, 40.0 mg; Cu, 10.0 mg; I, 1 mg, Se, 0.31 mg.
Table 3.
Composition of experimental diets in developer phase, as fed basis.1
Item | Control | Flaxseed inclusion, %2 |
Yeast bioactives inclusion, %3 |
||||
---|---|---|---|---|---|---|---|
1 | 3 | 5 | 0.025 | 0.05 | 0.10 | ||
Corn | 47.0 | 45.6 | 42.3 | 40.2 | 47.0 | 47.0 | 46.9 |
Soybean meal | 6.77 | 6.12 | 4.83 | 3.53 | 6.77 | 6.77 | 6.77 |
Wheat | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 |
Barley | 15.0 | 15.0 | 15.0 | 15.0 | 15.0 | 15.0 | 15.0 |
Corn germ meal, 60% | 7.00 | 7.00 | 7.00 | 7.00 | 7.00 | 7.00 | 7.00 |
Wheat middlings | 10.1 | 11.1 | 13.1 | 15.1 | 10.1 | 10.1 | 10.1 |
Soy oil | 0.50 | 0.50 | 0.50 | 0.50 | 0.50 | 0.50 | 0.50 |
Monocalcium phosphate | 1.69 | 1.69 | 1.69 | 1.69 | 1.69 | 1.69 | 1.69 |
Limestone fine | 0.79 | 0.80 | 0.82 | 0.84 | 0.79 | 0.79 | 0.79 |
Vitamins and trace minerals premix4 | 0.50 | 0.50 | 0.50 | 0.50 | 0.50 | 0.50 | 0.50 |
Salt | 0.27 | 0.27 | 0.27 | 0.26 | 0.27 | 0.27 | 0.27 |
Sodium bicarbonate | 0.16 | 0.16 | 0.16 | 0.17 | 0.16 | 0.16 | 0.16 |
L-Lysine HCL | 0.17 | 0.18 | 0.19 | 0.20 | 0.17 | 0.17 | 0.17 |
DL-Methionine, 99% | 0.02 | 0.02 | 0.02 | 0.03 | 0.02 | 0.02 | 0.02 |
L-Tryptophan, 98% | 0.02 | 0.02 | 0.02 | 0.02 | 0.02 | 0.02 | 0.02 |
Flaxseed | - | 1.00 | 3.00 | 5.00 | - | - | - |
Yeast bioactives | - | - | - | - | 0.025 | 0.05 | 0.10 |
Calculated provisions | |||||||
AME, kcal/kg | 2,800 | 2,800 | 2,800 | 2,800 | 2,800 | 2,800 | 2,800 |
Crude protein, % | 15.0 | 15.0 | 15.0 | 15.0 | 15.0 | 15.0 | 15.0 |
SID Lys, % | 0.57 | 0.57 | 0.57 | 0.57 | 0.57 | 0.57 | 0.57 |
SID Met + Cys, % | 0.52 | 0.52 | 0.52 | 0.52 | 0.52 | 0.52 | 0.52 |
SID Thr, % | 0.42 | 0.42 | 0.41 | 0.40 | 0.42 | 0.42 | 0.42 |
Calcium, % | 0.90 | 0.90 | 0.90 | 0.90 | 0.90 | 0.90 | 0.90 |
Available phosphorus, % | 0.37 | 0.37 | 0.37 | 0.37 | 0.37 | 0.37 | 0.37 |
Chloride, % | 0.23 | 0.23 | 0.23 | 0.23 | 0.23 | 0.23 | 0.23 |
Sodium, % | 0.16 | 0.16 | 0.16 | 0.16 | 0.16 | 0.16 | 0.16 |
Calculated provisions | |||||||
Dry matter, % | 88.8 | 87.8 | 87.5 | 87.9 | 87.8 | 87.6 | 88.0 |
Crude protein, % | 16.2 | 15.8 | 16.5 | 16.1 | 15.8 | 15.8 | 15.3 |
Gross energy, kcal/kg | 4,040 | 4,028 | 3,970 | 3,986 | 3,996 | 3,952 | 4,021 |
Crude fat, % | 2.84 | 3.11 | 3.79 | 3.91 | 3.00 | 3.10 | 3.05 |
Calcium, % | 0.75 | 0.68 | 0.81 | 0.70 | 0.72 | 0.72 | 0.79 |
Phosphorus, % | 0.58 | 0.57 | 0.50 | 0.57 | 0.53 | 0.51 | 0.56 |
Fatty acids, % of total fat | |||||||
C18:3 | 3.83 | 6.71 | 11.7 | 16.4 | - | - | - |
C20:5 | 0.21 | 0.15 | 0.13 | 0.10 | - | - | - |
C22:6 | 0.03 | 0.02 | 0.02 | 0.02 | - | - | - |
∑ n-3 | 3.83 | 6.71 | 11.7 | 16.4 | - | - | - |
∑ n-6 | 54.0 | 54.2 | 50.4 | 47.3 | - | - | - |
∑ n-6: ∑ n-3 ratio | 14.1 | 8.08 | 4.30 | 2.88 | - | - | - |
Developer: 9 to 16 wk of age (woa).
Co-extruded full-fat flaxseed and pulse mixture (1:1 wt/wt), as a source of a-linolenic acid, O & T Farms Ltd.
Enzymatically bio-processed yeast cell walls from Saccharomyces cerevisiae, as a source of yeast bioactives (CBS Bio Platforms Inc.).
Provided in kg of diet: vitamin A (retinol), 10,000 IU; vitamin D3 (cholecalciferol), 3,000 IU; vitamin E, 100 mg; vitamin K3 (menadione), 5.0 mg; vitamin B1 (thiamin), 4.0 mg; vitamin B2 (riboflavin), 10.0 mg; vitamin B3 (niacin), 50.0 mg; vitamin B5 (pantothenic acid), 20.0 mg; vitamin B6 (pyridoxine), 4.0 mg; vitamin B9 (folic acid), 2.0 mg; vitamin B12 (cyanocobalamin), 30.0 mg; biotin, 200 mcg; choline, 400.0 mg; Mg, 110 mg; Zn, 80 mg; Fe, 40.0 mg; Cu, 10.0 mg; I, 1 mg, Se, 0.31 mg.
Experimental Procedures and Samples Collection
The diets were allocated based on BW in a completely randomized design to give 8 replicate cages per diet. Birds had free access of water and feed for 16 wk experimental period. The BW and feed intake on cage bases was recorded every 2 wk. For BW uniformity, 6 birds per cage were wing tagged at placement and were individually weighed every 2 wk. At 4, 8, 12, and 16 woa, one bird per cage was randomly selected, weighed, euthanized, and subsequently dissected for liver, thymus, bursa, and spleen weight. At the beginning of 15 woa, 4 pullets per cage were randomly selected, marked, and weighed for LPS challenge. In each cage, 2 of these pullets were subcutaneously injected with 1 mL of LPS (8 mg/kg of BW, L4130, Sigma-Aldrich, St. Louis, MO) suspended in saline and the other 2 equal volume of sterile saline. The BW of the 4 pullets was monitored at 24, 72 and 168 h post-challenge. Cloaca temperature was measured at 3, 6, 9, 12, 24 h postchallenge. At 6 and 12 h postchallenge, blood samples were taken from alternate LPS or saline pullet per cage at each sampling point (i.e. blood was only drawn once for pullet that received either LPS or saline). Blood was drawn from brachial wing vein using a 25-gauge, 1 inch needle using 10 mL syringe and immediately transferred in tubes coated with lithium heparin (Becton Dickinson & Co, Franklin Lakes, NJ). The samples were placed on ice, transported to the laboratory, and immediately centrifuged at 2,000 × g for 10 min at 4°C to recover plasma, which was immediately stored at −20°C until used for analyses.
Sample Processing and Analyses
Samples of diet were ground in a coffee grinder, thoroughly mixed to be analyzed for dry matter (DM), crude protein (CP), crude fat, calcium, and phosphorous in a commercial laboratory (SGS Canada Inc., Guelph, Canada). Gross energy was measured using a bomb calorimeter (IKA Calorimeter System C 6000; IKA Works, Wilmington, NC). Fatty acids concentration in control and FFF diet samples were analyzed in a commercial lab (Activation Laboratories, Ancaster, Canada) according to O’Fallon et al. (2007). Plasma samples were submitted to Animal Health Laboratory (AHL) (University of Guelph) for analyses of select panel of avian biochemistry profile with the methods described by Greenacre et al. (2008).
Calculations and Statistical Analyses
The BW uniformity was calculated as coefficient of variation (CV, %) by dividing individual BW standard deviation by mean BW. Organ weights were expressed relative to BW (mg/g BW) for statistical analyses. The cage was the experimental unit. Growth performance, BW CV and organ weight data was analyzed in 4 wk intervals: 0 to 4, 5 to 8, 9 to 12, and 13 to 16 woa. Data were tested to check the normality using UNIVARIATE plot normal procedure and subsequently statistical analysis was conducted using PROC GLM procedures of SAS 9.4 with diet as a fixed factor. For LPS responses, the data were analyzed using the Proc GLM procedure of SAS 9.4 with diet, LPS, time, and associated interactions as fixed factors. LSmeans were separated using TUKEY method and linear and quadratic responses to FFF and YB was also evaluated. Significance was declared at P < 0.05 and tendency trends P > 0.05 < 0.10 were discussed.
RESULTS
The analyzed chemical composition of the starter, grower, and developer diets are shown in Tables 1 to 3, respectively. The concentrations of gross energy, crude protein, calcium, and phosphorus were comparable between diets within each phase. The concentration of n-3 FA increased and the ratio of n-6 to n-3 FA reduced with inclusion of FFF in each phase. In the starter diets, the concentration of α-linolenic acid (ALA, % of total fat) was 5.26, 7.33, 10.62, and 14.50 for the control, 1 or 3 or 5% FFF diets respectively (Table 1). Corresponding concentrations in the grower diets were 5.66, 7.88, 11.84, and 15.93 (Table 2) and developer diets were 3.83, 6.71, 11.74, and 16.43 (Table 3), respectively.
Growth Performance and Body Weight Uniformity
Birds fed 0.025% YB were heavier (P = 0.049) than birds fed other diets at 4 woa linked to higher BWG (P = 0.032) between 0 and 4 woa (Table 4). As such YB quadratically (P = 0.003) reduced BW and BWG at 4 woa. At 8 woa, FFF linearly (P = 0.009) and quadratically (P = 0.025), whereas YB tended quadratically (P = 0.067) reduce BW. Linear (P = 0.001) and quadratic (P = 0.003) decrease in BWG was observed in response to FFF between 5 and 8 woa. Whereas YB had quadratic tendency (P = 0.084) to increase BWG between 5 and 8 woa. However, between 13 and 16 woa, BWG of birds fed 1% FFF was higher (P = 0.023) than for birds fed any other diet. Diets had no effects (P > 0.10) on BW at 12 and 16 woa, BWG at 9 to 12 woa and the overall 0 to 16 woa. The BW at 16 woa was 1,172, 1,181, 1,153, 1,169, 1,125, 1,180, and 1,181 g/bird for the control, 1% FFF, 3% FFF, 5% FFF, 0.025% YB, 0.05% YB and 0.1% YB, respectively. There were no (P > 0.10) diet effects on feed intake between 0 and 12 woa or in the overall (0–16 woa). Birds fed 0.025% YB had lower (P = 0.003) feed intake than birds fed other diets during 13 to 16 woa, as result YB increased feed intake quadratically (P = 0.016). Feeding FFF tended to increase (P = 0.079) FCR quadratically in 5 to 8 woa but reduced FCR linearly (P = 0.041) in 9 to 12 woa and quadratically (P ≤ 0.034) in 13 to 16 woa. The YB tended to increase FCR quadratically (P < 0.071) in 5 to 8 woa but exhibited tendency for linear and quadratic (P ≤ 0.078) reduction of FCR in 9 to 12 woa. However, there were no (P > 0.10) diet effects on FCR in the overall, 0 to 16 woa. There were no (P < 0.10) diet effects on BW CV in 0 to 4, 13 to 16 and overall, 0 to 16 woa (Table 4). However, between 5 and 8 woa, FFF increased BW CV quadratically (P = 0.018), whereas YB increased BW CV linearly (P = 0.053) and quadratically (P = 0.047)
Table 4.
Effects of feeding flaxseed (FFF) and yeast bioactives (YB) to Lohmann LSL-Lite pullets from hatch through to 16 wk of age (woa) on growth performance and body weight uniformity.1
FFF inclusion, % |
YB inclusion, % |
P-value |
|||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Response to FFF |
Response to YB |
||||||||||||
Item | Control | 1 | 3 | 5 | 0.025 | 0.05 | 0.1 | SEM | Overall | Linear | Quadratic | Linear | Quadratic |
Body weight, g/bird | |||||||||||||
Day 0 | 34.8 | 34.7 | 34.8 | 34.7 | 34.8 | 34.6 | 34.8 | 0.07 | 0.586 | - | - | - | - |
4 woa | 293b | 293b | 296b | 292b | 300a | 298b | 287c | 1.18 | 0.049 | 0.916 | 0.373 | 0.115 | 0.003 |
8 woa | 688 | 676 | 668 | 656 | 670 | 675 | 667 | 3.49 | 0.247 | 0.009 | 0.025C | 0.138 | 0.067 |
12 woa | 975 | 968 | 963 | 970 | 944 | 980 | 968 | 4.94 | 0.638 | 0.723 | 0.722 | 0.789 | 0.457 |
16 woa | 1,172 | 1,181 | 1,153 | 1,169 | 1,125 | 1,180 | 1,181 | 7.50 | 0.445 | 0.720 | 0.911 | 0.330 | 0.246 |
Body weight gain, g/bird | |||||||||||||
0–4 woa | 258c | 258c | 261b | 257c | 265a | 264a | 252d | 1.19 | 0.032 | 0.953 | 0.380 | 0.144 | 0.002 |
5–8 woa | 395 | 380 | 375 | 365 | 378 | 380 | 380 | 2.74 | 0.076 | 0.001 | 0.003C | 0.121 | 0.084 |
9–12 woa | 287 | 293 | 292 | 313 | 293 | 298 | 301 | 2.98 | 0.653 | 0.125 | 0.614 | 0.150 | 0.776 |
13–16 woa | 196c | 222a | 182d | 211b | 175d | 205bc | 204bc | 4.25 | 0.023 | 0.985 | 0.052C | 0.215 | 0.488 |
0–16 woa | 1,169 | 1,135 | 1,168 | 1,120 | 1,129 | 1,124 | 1,128 | 8.60 | 0.685 | 0.300 | 0.823 | 0.249 | 0.370 |
Feed intake, g/bird | |||||||||||||
0–4 woa | 448 | 463 | 444 | 456 | 465 | 449 | 450 | 4.67 | 0.648 | 0.930 | 0.367 | 0.484 | 0.552 |
5–8 woa | 1,279 | 1,287 | 1,242 | 1,245 | 1,271 | 1,287 | 1,247 | 17.85 | 0.708 | 0.241 | 0.935 | 0.430 | 0.386 |
9–12 woa | 1,451 | 1,432 | 1,448 | 1,439 | 1,404 | 1,456 | 1,440 | 7.91 | 0.699 | 0.825 | 0.753 | 0.853 | 0.457 |
13–16 woa | 1,608ab | 1,589bc | 1,594b | 1,624a | 1,498d | 1,570c | 1,565c | 9.17 | 0.003 | 0.513 | 0.519 | 0.618 | 0.016 |
0–16 woa | 4,766 | 4,747 | 4,723 | 4,746 | 4,674 | 4,766 | 4,738 | 25.59 | 0.867 | 0.886 | 0.836 | 0.783 | 0.569 |
Feed conversion ratio, g/g | |||||||||||||
0–4 woa | 1.74 | 1.80 | 1.70 | 1.77 | 1.77 | 1.70 | 1.78 | 0.02 | 0.594 | 0.868 | 0.752 | 0.232 | 0.569 |
5–8 woa | 3.24 | 3.38 | 3.31 | 3.42 | 3.40 | 3.40 | 3.28 | 0.05 | 0.523 | 0.181 | 0.079C | 0.768 | 0.071 |
9–12 woa | 5.07 | 4.89 | 4.99 | 4.70 | 4.80 | 4.83 | 4.79 | 0.04 | 0.228 | 0.041 | 0.015C | 0.069 | 0.078 |
13–16 woa | 8.63 | 7.62 | 8.26 | 7.88 | 8.31 | 7.53 | 7.79 | 0.14 | 0.169 | 0.248 | 0.034C | 0.021 | 0.322 |
0–16 woa | 4.08 | 4.16 | 4.21 | 4.25 | 4.21 | 4.26 | 4.20 | 0.04 | 0.932 | 0.251 | 0.599 | 0.363 | 0.311 |
Body weight uniformity (CV), % | |||||||||||||
0–4 woa | 4.93 | 4.39 | 4.90 | 5.57 | 4.13 | 4.14 | 5.52 | 0.22 | 0.498 | 0.367 | 0.321 | 0.552 | 0.107 |
5–8 woa | 3.76 | 4.48 | 3.06 | 5.37 | 4.79 | 4.80 | 5.49 | 0.24 | 0.052 | 0.208 | 0.018C | 0.053 | 0.047C |
9–12 woa | 5.98 | 5.12 | 4.50 | 5.19 | 4.85 | 4.97 | 5.28 | 0.27 | 0.859 | 0.344 | 0.276 | 0.534 | 0.311 |
13–16 woa | 4.24 | 3.00 | 3.91 | 4.95 | 5.46 | 5.03 | 5.71 | 0.29 | 0.179 | 0.344 | 0.123 | 0.228 | 0.711 |
0–16 woa | 4.73 | 4.81 | 5.38 | 4.54 | 4.60 | 3.54 | 4.80 | 0.16 | 0.068 | 0.990 | 0.228 | 0.514 | 0.113 |
Co-extruded full-fat flaxseed and pulse mixture (FFF, 1:1 wt/wt), as a source of a-linolenic acid; enzymatically bio-processed yeast cell walls from Saccharomyces cerevisiae, as a source of yeast bioactives.
Within a row, LSmeans without a common superscript differ P < 0.05.
Lymphoid Organs Weight
Birds fed control diet had heavier thymus (P = 0.001) than birds fed other diets at 4 woa (Table 5). Thymus weight at 4 woa decreased quadratically (P = 0.037) in response to FFF and linearly (P = 0.001) and quadratically (P = 0.027) in response to YB. At 8 woa, FFF linearly (P = 0.012) and quadratically (P = 0.018) decreased in thymus weight but YB had no (P > 0.10) effects on thymus weight. However, there were no (P > 0.10) diet effects on thymus weight at 12 and 16 woa or spleen weight at any time. Feeding FFF linearly (P = 0.017) and quadratically (P = 0.034) reduced bursa weight at 4 woa. However, a tendency for quadratic (P = 0.096) increment in bursa weight was observed in response to FFF at 8 woa. Moreover, FFF quadratically increased bursa weight at 12 (P = 0.009) and at 16 (P = 0.069) woa. Specifically, birds fed 1 or 3% FFF had heavier bursa than control and 5% FFF birds at 12 and 16 woa. Supplemental yeast had no (P > 0.10) effects on bursa weight at any age.
Table 5.
Effects of feeding flaxseed (FFF) and yeast bioactives (YB) to Lohmann LSL-Lite pullets from hatch through to 16 wk of age (woa) on lymphoid organs weight (g/kg BW).1
FFF inclusion, % |
YB inclusion, % |
P-value |
|||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Response to FFF |
Response to YB |
||||||||||||
Item | Control | 1 | 3 | 5 | 0.025 | 0.05 | 0.1 | SEM | Overall | Linear | Quadratic | Linear | Quadratic |
Thymus | |||||||||||||
4 woa | 10.58a | 8.55b | 9.20b | 8.94b | 6.90c | 7.49c | 6.91c | 0.31 | 0.001 | 0.094 | 0.037C | 0.001 | 0.027Q |
8 woa | 8.86 | 7.78 | 7.51 | 6.05 | 8.05 | 8.04 | 7.19 | 0.29 | 0.261 | 0.012 | 0.018C | 0.130 | 0.990 |
12 woa | 5.42 | 5.39 | 5.67 | 5.00 | 5.62 | 5.97 | 5.89 | 0.14 | 0.680 | 0.544 | 0.369 | 0.323 | 0.834 |
16 woa | 3.47 | 3.21 | 4.18 | 3.43 | 3.50 | 3.51 | 3.05 | 0.12 | 0.117 | 0.610 | 0.123 | 0.240 | 0.163 |
Spleen | |||||||||||||
4 woa | 2.16 | 2.16 | 2.13 | 2.07 | 2.05 | 2.11 | 2.21 | 0.05 | 0.988 | 0.654 | 0.829 | 0.731 | 0.479 |
8 woa | 2.02 | 2.03 | 2.03 | 2.07 | 2.23 | 2.23 | 2.14 | 0.03 | 0.395 | 0.705 | 0.838 | 0.335 | 0.148 |
12 woa | 1.96 | 2.00 | 2.16 | 1.96 | 2.15 | 2.21 | 2.20 | 0.04 | 0.449 | 0.762 | 0.296 | 0.138 | 0.398 |
16 woa | 1.88 | 1.78 | 1.73 | 1.92 | 2.13 | 1.90 | 1.90 | 0.04 | 0.085 | 0.876 | 0.130 | 0.670 | 0.150 |
Bursa | |||||||||||||
4 woa | 7.65 | 6.81 | 6.49 | 5.96 | 6.97 | 6.93 | 7.52 | 0.19 | 0.225 | 0.017 | 0.034C | 0.846 | 0.194 |
8 woa | 5.05 | 4.13 | 4.99 | 5.16 | 4.36 | 4.66 | 4.81 | 0.13 | 0.211 | 0.391 | 0.096Q | 0.789 | 0.206 |
12 woa | 3.92 | 4.35 | 4.57 | 3.79 | 3.87 | 4.14 | 4.09 | 0.08 | 0.170 | 0.877 | 0.009Q | 0.390 | 0.880 |
16 woa | 2.66 | 3.10 | 3.08 | 2.72 | 2.91 | 2.68 | 2.68 | 0.09 | 0.447 | 0.845 | 0.069 Q | 0.776 | 0.706 |
Co-extruded full-fat flaxseed and pulse mixture (FFF, 1:1 wt/wt), as a source of a-linolenic acid; Enzymatically bio-processed yeast cell walls from Saccharomyces cerevisiae, as a source of yeast bioactives.
Within a row, LSmeans without a common superscript differ P < 0.05.
Response to E. Coli Lipopolysaccharide Challenge
There was no interaction between diet and LPS or diet (P > 0.10) on BW over 168 h post-LPS challenge (Table 6). However, the birds subjected to LPS lost (P = 0.044) more body weight (−12.41 vs. −3.44 g/bird) at 168 h postchallenge compared to nonchallenged birds (Table 6). There were no 3-way interactions between diet, LPS and time (P > 0.10) on cloaca temperature (P > 0.10); however, there were interactions between LPS and time (P < 0.001) and LPS and diet (P = 0.006) (Table 7). The interaction (P < 0.001) between LPS and time on cloaca temperature was such that there were no differences between LPS and saline birds at 3 and 24 h postchallenge (Supplementary Table 1). However, at each time point between 6 and 12 h postchallenge, LPS birds showed higher temperature than saline birds (Supplementary Table 1). The LPS and diet interaction was such that birds fed control, 1, 3% FFF, and 0.10% YB showed higher temperature with LPS challenge relative to saline cohorts and birds fed 5% FFF or 0.025%, 0.05% YB diets. As such in LPS challenged birds, FFF increased cloaca temperature quadratically (P = 0.002) with highest value observed for 3% FFF birds (Supplementary Table 2). Supplemental YB had tendency for quadratic decrease (P ≤ 0.072) in cloaca temperature with birds fed 0.025% YB showing the lowest cloaca temperature (Supplementary Table 2).
Table 6.
Body weight (BW) of 15-wk-old Lohmann LSL-Lite pullets upon challenge with to E. coli lipopolysaccharide (LPS) when fed flaxseed (FFF) and yeast bioactives (YB) from hatch.1
Item | Prechallenged BW, g | Postchallenge BW, g |
Postchallenge BW gain, g |
||||
---|---|---|---|---|---|---|---|
24 h | 72 h | 168 h | 0–24 h | 0–72 h | 0–168 h | ||
LPS | |||||||
- | 1,162 | 1,162 | 1,159 | 1,150 | −0.49 | −1.47 | −3.44a |
+ | 1,161 | 1,160 | 1,159 | 1,157 | −0.74 | −3.91 | −12.41b |
SEM | 5.92 | 5.92 | 5.96 | 6.30 | 0.806 | 1.566 | 3.113 |
Diet | |||||||
Control | 1,182 | 1,180 | 1,175 | 1,165 | −2.38 | −7.14 | −16.66 |
1% FFF | 1,162 | 1,161 | 1,158 | 1,152 | −1.53 | −4.58 | −10.69 |
3% FFF | 1,153 | 1,153 | 1,154 | 1,155 | 0.39 | 1.18 | 2.75 |
5% FFF | 1,143 | 1,142 | 1,141 | 1,138 | −0.74 | −2.22 | −5.19 |
0.025% YB | 1,152 | 1,155 | 1,155 | 1,147 | 2.92 | 2.88 | −4.81 |
0.05% YB | 1,171 | 1,169 | 1,166 | 1,158 | −1.80 | −5.41 | −12.63 |
0.10% YB | 1,168 | 1,167 | 1,165 | 1,160 | −1.18 | −3.54 | −8.25 |
SEM | 4.15 | 4.12 | 4.13 | 4.39 | 1.507 | 2.929 | 5.824 |
P-value | |||||||
LPS | 0.843 | 0.858 | 0.933 | 0.414 | 0.826 | 0.275 | 0.044 |
Diet | 0.201 | 0.300 | 0.470 | 0.729 | 0.219 | 0.183 | 0.331 |
LPS*Diet | 0.887 | 0.892 | 0.837 | 0.489 | 0.628 | 0.432 | 0.119 |
Co-extruded full-fat flaxseed and pulse mixture (FFF, 1:1 wt/wt), as a source of a-linolenic acid; Enzymatically bio-processed yeast cell walls from Saccharomyces cerevisiae, as a source of yeast bioactives.
Within a column, LSmeans without a common superscript differ P < 0.05.
Table 7.
Cloaca temperature in 15-wk-old Lohmann LSL-Lite pullets upon challenge with to E. coli lipopolysaccharide (LPS) when fed flaxseed (FFF) and yeast bioactives (YB) from hatch.1
Item | Temperature, °C |
---|---|
LPS | |
- | 41.93a |
+ | 41.69b |
SEM | 0.03 |
Diet Control |
|
41.85b | |
1% FFF | 41.85b |
3% FFF | 41.94a |
5% FFF | 41.75bc |
0.025% YB | 41.68c |
0.05% YB | 41.74bc |
0.10% YB | 41.84b |
SEM | 0.05 |
Time, h | |
3 | 41.73c |
6 | 41.62d |
9 | 41.85b |
12 | 41.74bc |
24 | 42.13a |
SEM | 0.04 |
P-value | |
LPS | <0.001 |
Diet | 0.0003 |
Time | <0.001 |
LPS*Diet | 0.006 |
LPS*Time | <0.001 |
Diet*Time | 0.322 |
LPS*Diet*Time | 0.619 |
Co-extruded full-fat flaxseed and pulse mixture (FFF, 1:1 wt/wt), as a source of a-linolenic acid; Enzymatically bio-processed yeast cell walls from Saccharomyces cerevisiae, as a source of yeast bioactives.
Within a column, LSmeans without a common superscript differ P < 0.05.
There were no (P > 0.10) interactions between LPS, diet and time on plasma concentration of total protein, albumin, globulin, glucose, cholesterol, uric acid, bile acid, and carbon dioxide (Table 8). There were (P ≤ 0.014) interactions between LPS and time on the concentration of plasma metabolites. Specifically, concentration of total protein, albumin, glucose, cholesterol, sodium, chloride and the ratio of albumin and globulin was lowest at 6 h postchallenge relative to 12 h postchallenge or in saline birds at any time point (Supplementary Table 3). There was diet effect (P ≤ 0.036) on plasma concentration of cholesterol and bile acid such that, birds fed 0.10% YB showed higher plasma cholesterol than birds fed other diets and control birds exhibited higher plasma bile acid than birds fed FFF and YB. Data for the concentration of plasma enzymes and minerals are shown in Table 9. There were interactions between LPS, diet and time on plasma concentration of creatine kinase (CK; P = 0.030) and trend (P = 0.070) for Cl. The LPS birds fed control showed less plasma CK at 6 and 12 h along with those fed 1% FFF, 0.05% YB at 12 h than birds fed FFF, 0.05 and 0.1% YB or non-LPS birds fed control, 1% FFF and 0.025% YB at 6 h (Supplementary Table 4). There was interaction (P ≤ 0.090) between LPS and time on plasma amylase, Gamma-glutamyl transferase (GGT), Glutamate dehydrogenase (GLDH), Na, and Cl. A diet and time interaction (P = 0.004) was such that control birds had higher plasma P at 12 h postchallenge than birds fed control, FFF and 0.05% YB at 6 h or 0.025% YB at 12 h. Interaction (P ≤ 0.03) between LPS and diet was observed for plasma K and Cl. For K, FFF reduced plasma concentration of K linearly (P < 0.001) and quadratically (P = 0.021) and increased concentration of Cl quadratically (P = 0.016) in non-LPS birds only. Yeast reduced plasma K linearly (P < 0.001) and quadratically (P = 0.001) in non-LPS birds and tended to increase concentration of Cl quadratically (P = 0.071) (Supplementary Table 4). There were no (P > 0.10) 3- or 2-way interactions between LPS, diet and time on plasma aspartate aminotransferase (AST), lactate dehydrogenase (LDH), lipase, and Ca. LPS increased AST (P < 0.001), and reduced lipase (P = 0.0002). Birds fed control tended to have higher plasma AST (P = 0.072) than birds fed 3 or 5% FFF or YB diets (Table 9). Moreover, control and 3% FFF birds had higher plasma lipase (P = 0.007) than birds fed 0.05 and 0.1% YB birds.
Table 8.
Concentration of plasma metabolites in Lohmann LSL-Lite pullets upon challenge with to E. coli lipopolysaccharide when fed flaxseed (FFF) and yeast bioactives (YB) from hatch.1
Item | Total protein, g/L | Albumin (A), g/L | Globulin (G), g/L | A:G ratio | Glucose, mmol/L | Cholesterol, mmol/L | Uric acid, μmol/L | Bile acid, μmol/L | Carbon dioxide, mmol/L |
---|---|---|---|---|---|---|---|---|---|
LPS | |||||||||
- | 43.87 | 17.06a | 26.82 | 0.645a | 13.12a | 3.21b | 202.9b | 12.41b | 15.21 |
+ | 43.86 | 16.43b | 27.41 | 0.608b | 12.40b | 3.37a | 224.5a | 18.39a | 14.90 |
SEM | 0.329 | 0.145 | 0.300 | 0.009 | 0.079 | 0.031 | 5.864 | 0.812 | 0.161 |
Diet | |||||||||
Control | 43.31 | 16.52 | 26.79 | 0.623 | 12.80 | 3.33b | 228.6 | 20.49a | 15.23 |
1% FFF | 43.78 | 16.92 | 26.86 | 0.642 | 12.88 | 3.23bc | 211.3 | 14.16b | 15.10 |
3% FFF | 43.19 | 16.16 | 27.03 | 0.609 | 12.67 | 3.10c | 215.1 | 14.03b | 14.94 |
5% FFF | 44.09 | 16.75 | 27.34 | 0.619 | 12.85 | 3.11c | 211.8 | 15.25b | 14.91 |
0.025% YB | 43.68 | 16.92 | 26.77 | 0.639 | 12.73 | 3.36b | 195.8 | 14.10b | 15.11 |
0.05% YB | 43.99 | 16.97 | 26.95 | 0.642 | 12.83 | 3.35b | 230.0 | 14.24b | 14.96 |
0.10% YB | 45.03 | 16.97 | 28.06 | 0.611 | 12.56 | 3.54a | 203.3 | 15.53b | 15.16 |
SEM | 0.615 | 0.270 | 0.562 | 0.017 | 0.148 | 0.058 | 10.970 | 1.519 | 0.302 |
Time, h | |||||||||
6 | 42.78b | 15.90b | 26.86 | 0.600b | 12.58b | 3.06b | 204.3b | 14.40 | 14.48b |
12 | 44.96a | 17.59a | 27.37 | 0.653a | 12.94a | 3.52a | 223.1a | 16.40 | 15.63a |
SEM | 0.329 | 0.145 | 0.300 | 0.009 | 0.079 | 0.031 | 5.864 | 0.812 | 0.161 |
P-values | |||||||||
LPS | 0.983 | 0.002 | 0.162 | 0.005 | <0.0001 | 0.0003 | 0.010 | <0.0001 | 0.167 |
Diet | 0.428 | 0.266 | 0.666 | 0.635 | 0.727 | <0.0001 | 0.270 | 0.036 | 0.985 |
Time | <0.0001 | <0.0001 | 0.238 | <0.0001 | 0.002 | <0.0001 | 0.024 | 0.082 | <0.0001 |
LPS*Diet | 0.343 | 0.099 | 0.496 | 0.536 | 0.381 | 0.165 | 0.689 | 0.619 | 0.866 |
LPS*Time | <0.0001 | <0.0001 | 0.137 | <0.0001 | <0.0001 | <0.0001 | 0.014 | 0.018 | <0.0001 |
Diet*Time | 0.616 | 0.709 | 0.373 | 0.323 | 0.779 | 0.232 | 0.920 | 0.894 | 0.307 |
LPS*Diet*Time | 0.555 | 0.589 | 0.309 | 0.236 | 0.739 | 0.297 | 0.796 | 0.836 | 0.716 |
Co-extruded full-fat flaxseed and pulse mixture (FFF, 1:1 wt/wt), as a source of a-linolenic acid Enzymatically bio-processed yeast cell walls from Saccharomyces cerevisiae, as a source of yeast bioactives.
Within a column, LSmeans without a common superscript differ P < 0.05.
Table 9.
Concentration of plasma enzymes and minerals in Lohmann LSL-Lite pullets upon challenge with to E. coli lipopolysaccharide when fed flaxseed (FFF) and yeast bioactives (YB) from hatch.1
Enzymes2, U/L |
Minerals, mmol/L |
|||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Amylase | AST | CK | GGT | GLDH | LDH | Lipase | Calcium | Phosphorous | Sodium | Potassium | Chloride | |
LPS | ||||||||||||
- | 374.8b | 209.9b | 2,790.7 | 19.36a | 3.18b | 459.7 | 9.02a | 2.29 | 1.47 | 151.2a | 5.93a | 111.3a |
+ | 445.2a | 325.2a | 2,706.3 | 17.67b | 5.87a | 716.5 | 6.92b | 2.27 | 1.52 | 148.5b | 5.54b | 109.2b |
SEM | 10.47 | 15.69 | 179.39 | 0.277 | 0.666 | 128.29 | 0.392 | 0.028 | 0.020 | 0.264 | 0.041 | 0.199 |
Diet | ||||||||||||
Control | 404.8 | 349.9a | 1,833.6b | 18.67 | 5.58a | 560.5 | 9.09a | 2.29 | 1.55 | 149.0 | 5.95a | 109.9 |
1% FFF | 412.7 | 228.1b | 2,868.1a | 18.08 | 7.00a | 665.7 | 8.58ab | 2.23 | 1.51 | 150.2 | 6.11a | 110.7 |
3% FFF | 452.8 | 235.2b | 2,895.8a | 19.16 | 4.34a | 452.8 | 9.69a | 2.21 | 1.49 | 149.8 | 5.72b | 110.4 |
5% FFF | 405.1 | 289.5ab | 3,273.5a | 19.06 | 4.72a | 1,026.2 | 7.97abc | 2.26 | 1.46 | 149.9 | 5.73b | 110.4 |
0.025% YB | 395.8 | 258.7b | 2,748.8a | 17.85 | 2.83b | 456.0 | 7.71abc | 2.26 | 1.45 | 149.5 | 5.58bc | 109.9 |
0.05% YB | 405.6 | 249.5b | 2,864.8a | 17.97 | 2.21b | 455.1 | 6.56bc | 2.33 | 1.50 | 151.0 | 5.58bc | 110.8 |
0.10% YB | 393.2 | 261.6b | 2,755.1a | 18.81 | 5.00a | 500.7 | 6.22c | 2.38 | 1.48 | 149.8 | 5.50c | 109.6 |
SEM | 19.59 | 29.34 | 335.60 | 0.519 | 1.246 | 240.0 | 0.734 | 0.052 | 0.037 | 0.495 | 0.076 | 0.372 |
Time, h | ||||||||||||
6 | 424.5a | 300.8a | 4,346.8a | 18.60 | 4.48 | 822.8a | 6.71b | 2.29 | 1.43b | 149.4b | 5.79a | 110.2 |
12 | 395.5b | 234.3b | 1,150.2b | 18.43 | 4.57 | 353.4b | 9.24a | 2.26 | 1.55a | 150.4a | 5.69b | 110.3 |
SEM | 10.47 | 15.69 | 179.39 | 0.277 | 0.666 | 128.29 | 0.392 | 0.028 | 0.020 | 0.264 | 0.041 | 0.199 |
P-values | ||||||||||||
LPS | <0.0001 | <0.0001 | 0.740 | <0.0001 | 0.005 | 0.159 | 0.0002 | 0.562 | 0.084 | <0.0001 | <0.0001 | <0.0001 |
Diet | 0.392 | 0.072 | 0.121 | 0.368 | 0.130 | 0.604 | 0.007 | 0.225 | 0.554 | 0.152 | <0.0001 | 0.207 |
Time | 0.051 | 0.003 | <0.0001 | 0.663 | 0.924 | 0.010 | <0.0001 | 0.418 | <0.0001 | 0.007 | 0.096 | 0.657 |
LPS*Diet | 0.703 | 0.789 | 0.010 | 0.867 | 0.255 | 0.391 | 0.176 | 0.599 | 0.881 | 0.181 | <0.0001 | 0.031 |
LPS*Time | <0.0001 | 0.543 | 0.186 | 0.090 | 0.058 | 0.185 | 0.367 | 0.791 | 0.413 | <0.0001 | 0.205 | <0.0001 |
Diet*Time | 0.424 | 0.452 | 0.238 | 0.646 | 0.424 | 0.537 | 0.264 | 0.235 | 0.004 | 0.581 | 0.181 | 0.481 |
LPS*Diet*Time | 0.648 | 0.490 | 0.030 | 0.877 | 0.250 | 0.421 | 0.691 | 0.692 | 0.212 | 0.160 | 0.268 | 0.070 |
Co-extruded full-fat flaxseed and pulse mixture (FFF, 1:1 wt/wt), as a source of a-linolenic acid; Enzymatically bio-processed yeast cell walls from Saccharomyces cerevisiae, as a source of yeast bioactives.
AST: aspartate aminotransferase; CK: creatine kinase; LDH: lactate dehydrogenase; GGT: gamma-glutamyl transferase; GLDH: glutamate dehydrogenase; LDH: lactate dehydrogenase.
Within a column, LSmeans without a common superscript differ P < 0.05.
DISCUSSION
Rearing period is critical for lifetime performance of laying hen as pullet development and laying productivity are highly correlated (Pottgüter, 2016). It is thus important to optimize pullet management and nutrition for target BW and flock uniformity for laying hen performance (Leeson and Summers, 2005; Janczak and Riber, 2015; Jongman, 2021). There is limited research on the role of functional dietary components in pullet growth and development. Some effects of FFF or YB were noted on growth performance in some phases in the present study but no effects in the overall (0–16 woa). We previously reported that feeding 2.3% FFF did not have effects on BW in egg type (Akbari Moghaddam Kakhki et al., 2020) or broiler breeder (Thanabalan and Kiarie, 2021) pullets. Another study observed no effect of feeding 5% to 10% flaxseed on pullet growth (Arshami et al., 2010). In contrast to the present study, feeding 1.25% yeast bioactives to Hy-Line W-36 pullets from placement resulted in heavier birds at 12 woa (Elliott et al., 2020). In broiler chickens, yeast cell wall bioactives have been shown to improve growth performance (El-Manawey et al., 2021; Maina et al., 2022) but no effects in other studies (Kiarie et al., 2022; Sedghi et al., 2022). As such responses of yeast supplements in poultry growth are variable, necessitating further research to elucidate of the mode of action. As a pivotal indicator of flock management, pullet body weight uniformity (BW CV) is of great interest at the point of lay (Hudson et al., 2001; Sujatha et al., 2014). A flock with higher uniformity at point of lay attains peak egg production earlier and produces more and heavier eggs in lifetime and will peak higher than a nonuniform flock due to varying degrees of maturity (Hudson et al., 2001; Leeson and Summers, 2005). While there are little scientific data available, pullet flock with ≤10% BW CV at sexual maturity is considered uniform (Arrazola et al., 2019; Thanabalan and Kiarie 2021). The observed BW CV in the present study was well below 10%. However, birds fed 3% FFF had lower BW CV between 5 and 8 woa and tended to increase with YB. These observations are difficult to explain, however, we previously observed that broiler breeders fed 2.3% FFF from placement had a higher BW CV at 22 woa (Thanabalan and Kiarie, 2021).
The lymphoid organs size is indicative of immunocompetence in an animal (Pope, 1991; Martínez et al., 2021). Studies have demonstrated dietary provision of n-3 FA modulated development of lymphoid organs and lymphocyte proliferation in mammalian and avian species through their role in membranes biogenesis (Fritsche et al., 1991; Yaqoob et al., 1994; Sanderson et al., 1995). In the present study, FFF reduced thymus and bursa weight when birds were younger (<8 woa); however, 1% to 3% FFF tended to improve bursa weight in older birds (>12 woa). Feeding broiler breeder pullets 2.3% FFF had no effects on spleen and bursa weight at 5 and 12 woa (Thanabalan and Kiarie, 2021). Single Comb White Leghorn pullets fed sources of n-3 FA (5% linseed or fish oil) at placement had heavier thymus, bursa, and spleen relative to cohorts fed 5% animal fat at 4 woa (Wang et al., 2000). However, at 8 woa pullets fed animal fat had heavier bursa than those fed n-3 FA (Wang et al., 2000). Based on the present and previous studies, it seems plausible the response of lymphoid organs to n-3 FA was dependent on n-3 FA dose, dietary n-3 FA sources (ALA, EPA, DHA) and bird age. However, investigations on the impact of n-3 FA on the functionality of these organs in terms of proliferation, differentiation, and maturation of adaptive immune cells production warrant further investigations. Yeast cell wall extracts are known to exhibit immunomodulatory properties (Leung et al., 2018,2019; Lu et al., 2019). However, we did not observe effects of YB on lymphoid organs in the present study. Similarly, supplementation of 1.25% yeast fermentation product derived from S. cerevisiae in diets fed to Hy-Line W-36 pullets from hatch to 12 woa had no effects on bursa weight. However, supplementation of yeast cell wall derivatives in the dosages tested in the present study are often reported to enlarge lymphoid organs in broiler chickens (Guo et al., 2003; Zhang et al., 2008; Maina et al., 2022), but in contrast to that results, some of other studies yeast cell wall derivatives did not affect to the size of lymphoid organs (Rathgeber et al., 2008; Kiarie et al., 2022). The differing lymphoid organs responses to yeast bioactives may thus be attributed to differences in bird type and composition of tested yeast products.
Lymphoid organs morphology provides limited information on the impact of dietary intervention on immunocompetence. Utility of immunological and/or oxidative stress models that influences physiological and biochemical processes of animal are accepted approaches for evaluating immunomodulatory attributes of a dietary intervention (Kiarie et al., 2019b). As a component of Gram-negative bacteria cell wall, exogenous administration of LPS elicits pro-inflammatory response (Remick et al., 2000). Poultry are exposed to large amounts of LPS through inhalation of dust and colonization of the air sacs with E. coli emanating from gut-fecal route (De Boever et al., 2009; Linden, 2015). Administration of LPS has been found to negatively affect performance and immunometabolism in poultry (Huff et al., 2008; Yang et al., 2008; Munyaka et al., 2012; Jing et al., 2014; Akbari Moghaddam Kakhki and Kiarie, 2021). In the present study, LPS challenge reduced the BWG, administration of LPS elicits production of pro-inflammatory cytokines that increases acute phase proteins and redirects nutrients such as amino acids and minerals from supporting growth (Huff et al., 2008; Yang et al., 2008; Munyaka et al., 2012; Jing et al., 2014; Akbari Moghaddam Kakhki and Kiarie, 2021). However, there were no dietary treatment effects in the present study. Similarly, feeding 2.3% FFF did not reverse negative effects of LPS on laying hen performance and bone metabolism (Akbari Moghaddam Kakhki and Kiarie, 2021). Whereas supplementation of 4.5% fish oil had no effects on growth performance of broiler chickens challenged with LPS (Yang et al. 2008). Broiler chickens injected with LPS on 4 and 9 of life showed reduced body weight gain relative to nonchallenge group on d 21 irrespective of whether they were fed 0 or 500 mg yeast cell wall per kg of feed (Morales-Lopez and Brufau, 2013). Thus, these studies suggested n-3 FA and yeast bioactives have varied effects on the acute phase depression of performance due to an LPS challenge. It is plausible that the higher demand for nutrients exerted by acute phase response at the expense of growth (Klasing and Korver, 1997) cannot be modified by feed additives.
Febrile response is the hallmark of inflammatory response in LPS challenge model (De Boever et al., 2009). In the present study, we evaluated cloaca temperature as a basis of establishing whether one-dose, one-time LPS challenge was effective. We did not observe 3-way interactions between LPS, time points for cloaca temperature measurements and diet. However, we did observe an interaction between LPS and time on cloaca temperature, in which case challenged birds had elevated temperature relative to saline birds at 6, 9, and 12 h postchallenge. Indicating that LPS elevated core-body temperature and as such effective challenge model. Similarly, a single intravenous injection of Salmonella typhimurium LPS elevated core temperature measured at cloaca by 3 h relative to saline control in broiler chickens (Xie et al., 2000). However, there was no difference between LPS and saline birds on cloacal temperature at 12 and 24 h postinjection. Administration of LPS in broiler chickens elevated cloacal temperature 4 h postchallenge (Ahiwe et al., 2019). Increased plasma concentration of pro-inflammatory cytokines such as interleukin 6 precedes the febrile phase in a LPS challenge model in chickens (De Boever et al., 2009). We hypothesized, feedstuffs with immunomodulatory attributes such as n-3 FA and yeast metabolites might downregulate LPS induced fever. However, interaction between LPS and diet indicated exacerbation of fever linked to the dose of FFF and YB. It is difficult to explain these observations. A previous study suggested that dietary n-3 FA from fish oil initialized reduced host natural resistance to Listeria monocytogenes in mice (Puertollano et al., 2004). Yet another study indicated, feeding fish oil attenuated febrile response induced by injection of murine recombinant interleukin-1 (rIL-1) in guinea pigs linked to increased uptake of n-3 FA in plasma phospholipids (Pomposelli et al., 1989). Studies showed that feeding higher levels of n-3 FA diminished chick lymphocyte proliferation and that linseed oil rich in ALA exhibited differences from fish oil rich in EPA and DHA (Wang et al., 2000). Feeding broiler chickens whole yeast or isolated yeast constituents (mixture of cell walls, purified glucans, and purified mannans) had no effects on cloacal temperature upon challenge with Salmonella typhimurium LPS (Ahiwe et al., 2019). The metabolic response to infections and/or injuries is a cascade of complex physiological changes designed to limit the extent and magnitude of the injury and to promote restoration of homeostasis (Romanovsky et al., 1996). It is possible n-3 FA and yeast metabolites can facilitate quicker and a more efficacious innate immune response in the presence of exogenous LPS antigens, however, more research is required to refine doses and other host factors that may influence outcomes.
Changes in plasma biochemistry in response to LPS challenge are indicative of perturbations of metabolism due to immunological stress. An injection of 8 mg/kg of BW in 32-wk-old hens reduced blood concentration of total proteins, albumin, globulin, and T-cell subsets (CD3+, CD4+, CD8+) but upregulated serum heterophils and expression of genes for cytokines spleen and cecal tonsil tissues compared with the saline-injected hens (Munyaka et al., 2012). However, LPS administered to 13- to 17-day-old broiler chickens had no effects on plasma total protein, globulin, immunoglobulins, cholesterol, and triglyceride (Ahiwe et al., 2019). Plasma glucose transiently reduced and then increased at 12 h post-LPS challenge in the present study. Reduced plasma glucose may be due to LPS inflammation anorexia (Freeman, 1970). Cholesterol level was increased, and it was greater at 12 h than at 6 h post-LPS challenge. These results concurred with previous study in which stressed birds exhibited elevated levels of blood cholesterol (Everds et al., 2013). Independent of LPS, FFF reduced plasma cholesterol in alignment with the fact that n-3 FA are known to reduce plasma cholesterol (Connor et al., 1993). Plasma uric acid is an indicator of oxidative stress and kidney function (Rivetz et al., 1977; Jing et al., 2014; Elazab et al., 2022). Furthermore, elevated plasma bile acids can be linked to liver disease (Bromidge et al., 1985). Overall, these parameters indicated that our LPS model induced hepatic and renal response; however, the diets had no effects.
Plasma enzymes are key biochemical markers of hepatic health and function and their elevation in circulation is interpreted as a sensitive indicator of liver injury (Rivetz et al., 1977; Jing et al., 2014; Cha et al., 2020). The LPS challenge elevated plasma AST and GLDH and decreased GGT and lipase in the present study. These observations are similar to previous studies which demonstrated that changes of AST level are related to damage and morphological alteration of liver in turkey and chicken (Curtis and Butler, 1980; Elazab et al., 2022). Plasma CK exhibited interaction between diet and LPS challenge. The changes in plasma CK activities may be related to muscle damage (Hoffmann and Solter, 2008; Lumeij, 2008). We did not investigate specific parameters to ascertain muscle damage in the present study; however, n-3 FA and yeast bioactives can reduce such damage. Previous studies demonstrated that the elevation of GGT represented inflammation response and was linked to hepatic abnormalities (Chen et al., 2013; Shini et al., 2020). Moreover, the measurement of GGT level is utilized as typical liver dysfunction indicator in livestock, including birds (Center, 2007). The plasma electrolytes reduced in response to the LPS challenge in the present study. Among these, potassium had an interaction effect of diet and LPS challenge. However, it is rather difficult to deduce specific relationship between flaxseed, yeast bioactives and LPS on mineral metabolism.
We investigated the role of n-3 FA and yeast bioactives on the growth, and development of lymphoid organs and immunocompetence in egg-type pullets. The tested feedstuffs had a minimal influence on overall pullet growth trajectory but had notable effects on lymphoid organs weight and parameters evaluated post LPS challenge. Further research is required to refine utility of functional feedstuffs in feeding programs for pullets. Moreover, the goal of future research should determine the potential benefits of immunomodulating feedstuffs in rearing phase on egg production and quality throughout a complete lay cycle.
ACKNOWLEDGMENTS
The research was funded by the Natural Sciences and Engineering Research Council of Canada (NSERC)- Alliance programs, the Ontario Agri-Food Innovation Alliance, Egg Farmers of Canada, Egg Farmers of Ontario, CBS Bio Platforms Inc., and O & T Farms Ltd.
DISCLOSURES
The study was carried out without any financial attachments that may be interpreted as potential conflicts of interest.
Footnotes
Presented in part at the 2023 International Poultry Scientific Forum, January 23–24, Atlanta, GA.
Supplementary material associated with this article can be found in the online version at doi:10.1016/j.psj.2023.102940.
Appendix. Supplementary materials
REFERENCES
- Ahiwe E.U., Abdallh M.E., Chang'a E.P., Al-Qahtani M., Omede A.A., Graham H., Iji P.A. Influence of autolyzed whole yeast and yeast components on broiler chickens challenged with Salmonella lipopolysaccharide. Poult. Sci. 2019;98:7129–7138. doi: 10.3382/ps/pez452. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Akbari Moghaddam Kakhki R., Heuthorst T., Mills A., Neijat M., Kiarie E. Interactive effects of calcium and top-dressed 25-hydroxy vitamin D3 on egg production, eggshell quality, and bones attributes in aged Lohmann LSL-Lite layers1. Poult. Sci. 2018;98:1254–1262. doi: 10.3382/ps/pey446. [DOI] [PubMed] [Google Scholar]
- Akbari Moghaddam Kakhki R., Kiarie E.G. Effect of Escherichia coli lipopolysaccharide challenge on eggshell, tibia, and keel bone attributes in ISA brown hens exposed to dietary n-3 fatty acids prior to onset of lay. Poult. Sci. 2021;100 doi: 10.1016/j.psj.2021.101431. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Akbari Moghaddam Kakhki R., Price K.R., Moats J., Bédécarrats G., Karrow N.A., Kiarie E.G. Impact of feeding microalgae (Aurantiochytrium limacinum) and co-extruded mixture of full-fat flaxseed as sources of n-3 fatty acids to ISA brown and Shaver white breeders and progeny on pullet skeletal attributes at hatch through to 18 weeks of age. Poult. Sci. 2020;99:2087–2099. doi: 10.1016/j.psj.2019.12.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Anderson M., Fritsche K.L. (n-3) fatty acids and infectious disease resistance. J. Nutr. 2002;132:3566–3576. doi: 10.1093/jn/132.12.3566. [DOI] [PubMed] [Google Scholar]
- Arrazola A., Mosco E., Widowski T.M., Guerin M.T., Kiarie E.G., Torrey S. The effect of alternative feeding strategies for broiler breeder pullets: 1. Welfare and performance during rearing. Poult. Sci. 2019;98:3377–3390. doi: 10.3382/ps/pez170. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Arshami J., Pilevar M., Elahi M. Effects of long-term feeding flaxseed on growth and carcass parameters, ovarian morphology, and egg production of pullets. Int. J. Poult. Sci. 2010;9:82–87. [Google Scholar]
- Bromidge E.S., Wells J.W., Wight P.A.L. Elevated bile acids in the plasma of laying hens fed rapeseed meal. Res. Vet. Sci. 1985;39:378–382. [PubMed] [Google Scholar]
- Butcher, G. G., and Y. Mojtaba. 2008. Investigating vaccination failure in poultry flocks. Accessed Apr. 2020 https://edis.ifas.ufl.edu/vm136#FOOTNOTE_1.
- CCAC. 2009. Guidelines on the care and use of farm animals in research, teaching and testing. Pages 1–168. Canadian Council on Animal Care, Ottawa, ON, Canada. https://www.ccac.ca/Documents/Standards/Guidelines/Farm_Animals.pdf. Accessed March 2018.
- Center S.A. Interpretation of liver enzymes. Vet. Clin. North Am. Small Anim. 2007;37:297–333. doi: 10.1016/j.cvsm.2006.11.009. [DOI] [PubMed] [Google Scholar]
- Cha J.O., Belal S.A., Kim S.J., Shim K.S. Quality traits, fatty acids, mineral content of meat and blood metabolites changes of broiler chickens after artificial infection with sporulated Eimeria tenella oocysts. Ital. J. Anim. Sci. 2020;19:1472–1481. [Google Scholar]
- Chen F., Liu Y.Zhu, Hong H., Wu Y., Hou Z., Li Y., Ding Q., Yi B.D., Chen H. Fish oil attenuates liver injury caused by LPS in weaned pigs associated with inhibition of TLR4 and nucleotide-binding oligomerization domain protein signaling pathway. J. Innate Immun. 2013;19:504–515. doi: 10.1177/1753425912472003. [DOI] [PubMed] [Google Scholar]
- Cherian G. Nutrition and metabolism in poultry: role of lipids in early diet. J. Anim. Sci. Biotech. 2015;6:28. doi: 10.1186/s40104-015-0029-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Connor W.E., DeFrancesco C.A., Connor S.L. N-3 fatty acids from fish oil. Effects on plasma lipoproteins and hypertriglyceridemic patients. Ann. N Y Acad. Sci. 1993;683:16–34. doi: 10.1111/j.1749-6632.1993.tb35689.x. [DOI] [PubMed] [Google Scholar]
- Cortés-Coronado R.F., Gómez-Rosales S., Angeles M.d.L., Casaubon-Huguenin M.T., Sørensen-Dalgaard T. Influence of a yeast fermented product on the serum levels of the mannan-binding lectin and the antibodies against the Newcastle disease virus in Ross broilers. J. Appl. Poult. Res. 2017;26:38–49. [Google Scholar]
- Curtis M.J., Butler E.J. Response of caeruloplasmin to Escherichia coli endotoxins and adrenal hormones in the domestic fowl. Res. Vet. Sci. 1980;28:217–222. [PubMed] [Google Scholar]
- De Boever S., Croubels S., Meyer E., Sys S., Beyaert R., Ducatelle R., De Backer P. Characterization of an intravenous lipopolysaccharide inflammation model in broiler chickens. Avian Pathol. 2009;38:403–411. doi: 10.1080/03079450903190871. [DOI] [PubMed] [Google Scholar]
- Elazab M.F.A., Nasr N.E., Ahmed M.S., Alrashdi B.M., Dahran N., Alblihed M.A., Elmahallawy E.K. The effects of bacterial lipopolysaccharide (LPS) on turkey poults: assessment of biochemical parameters and histopathological changes. Vet. Sci. 2022;9:240. doi: 10.3390/vetsci9050240. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Elliott K.E.C., Branton S.L., Evans J.D., Leigh S.A., Kim E.J., Olanrewaju H.A., Pharr G.T., Pavlidis H.O., Gerard P.D., Peebles E.D. Growth and humoral immune effects of dietary original XPC in layer pullets challenged with Mycoplasma gallisepticumabc. Poult. Sci. 2020;99:3030–3037. doi: 10.1016/j.psj.2020.01.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- El-Manawey M.A., Yousif E.Y., Abo-Taleb A.M., Atta A.M. The effect of dietary inclusion of whole yeast, extract, and cell wall on production performance and some immunological parameters of broiler chickens. Worlds Vet. J. 2021;11:257–262. [Google Scholar]
- Everds N.E., Snyder P.W., Bailey K.L., Bolon B., Creasy D.M., Foley G.L., Rosol T.J., Sellers T. Interpreting stress responses during routine toxicity studies: a review of the biology, impact, and assessment. Toxicol. Pathol. 2013;41:560–614. doi: 10.1177/0192623312466452. [DOI] [PubMed] [Google Scholar]
- Feye K.M., Anderson K.L., Scott M.F., McIntyre D.R., Carlson S.A. Inhibition of the virulence, antibiotic resistance, and fecal shedding of multiple antibiotic-resistant Salmonella typhimurium in broilers fed Original XPC™. Poult. Sci. 2016;95:2902–2910. doi: 10.3382/ps/pew254. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fleming R.H., Mccormack H.A., Mcteir L., Whitehead C.C. Relationships between genetic, environmental, and nutritional factors influencing osteoporosis in laying hens. Br. Poult. Sci. 2006;47:742–755. doi: 10.1080/00071660601077949. [DOI] [PubMed] [Google Scholar]
- Freeman B.M. Carbohydrate stores in chickens infected with Eimeria tenella. J. Parasitol. 1970;61:245–251. doi: 10.1017/s0031182000041068. [DOI] [PubMed] [Google Scholar]
- Fritsche K.L., Cassity N.A., Huang S.C. Effect of dietary fat source on antibody production and lymphocyte proliferation in chickens. Poult. Sci. 1991;70:611–617. doi: 10.3382/ps.0700611. [DOI] [PubMed] [Google Scholar]
- Greenacre C.B., Flatland B., Souza M.J., Fry M.M. Comparison of avian biochemical test results with Abaxis VetScan and Hitachi 911 analyzers. J. Avian Med. Surg. 2008;22:291–299. doi: 10.1647/2007-034.1. [DOI] [PubMed] [Google Scholar]
- Guo Y., Ali R.A., Qureshi M.A. The influence of β-glucan on immune responses in broiler chicks. Immunopharmacol. Immunotoxicol. 2003;25:461–472. doi: 10.1081/iph-120024513. [DOI] [PubMed] [Google Scholar]
- Hanlon C., Takeshima K., Kiarie E.G., Bédécarrats G.Y. Bone and eggshell quality throughout an extended laying cycle in three strains of layers spanning 50 years of selection. Poult. Sci. 2022;101 doi: 10.1016/j.psj.2021.101672. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hoffmann W.E., Solter P.F. Diagnostic enzymology of domestic animals. Clin. Biochem. Domest. Anim. 2008;6:351–378. [Google Scholar]
- Hooge D.M. Meta-analysis of broiler chicken pen trials evaluating dietary mannan oligosaccharide, 1993-2003. Int. J. Poult. Sci. 2004;3:163–174. [Google Scholar]
- Hudson B.P., Lien R.J., Hess J.B. Effects of body weight uniformity and pre-peak feeding programs on broiler breeder hen performance. J. Appl. Poult. Res. 2001;10:24–32. [Google Scholar]
- Huff G.R., Huff W.E., Rath N.C., Anthony N.B., Nestor K.E. Effects of Escherichia coli challenge and transport stress on hematology and serum chemistry values of three genetic lines of turkeys. Poult. Sci. 2008;87:2234–2241. doi: 10.3382/ps.2008-00128. [DOI] [PubMed] [Google Scholar]
- ISA . Hendrix Genetics; Boxmeer, The Netherlands: 2011. Shaver White Commercial Management Guide. [Google Scholar]
- Janczak A.M., Riber A.B. Review of rearing-related factors affecting the welfare of laying hens. Poult. Sci. 2015;94:1454–1469. doi: 10.3382/ps/pev123. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jing M., Munyaka P.M., Tactacan G.B., Rodriguez-Lecompte J.C., O K., House J.D. Performance, serum biochemical responses, and gene expression of intestinal folate transporters of young and older laying hens in response to dietary folic acid supplementation and challenge with Escherichia coli lipopolysaccharide. Poult. Sci. 2014;93:122–131. doi: 10.3382/ps.2013-03384. [DOI] [PubMed] [Google Scholar]
- Jongman E.C. Rearing conditions of laying hens and welfare during the laying phase. Anim. Prod. Sci. 2021;61:876–882. [Google Scholar]
- Kapczynski D.R., Afonso C.L., Miller P.J. Immune responses of poultry to Newcastle disease virus. Dev. Comp. Immunol. 2013;41:447–453. doi: 10.1016/j.dci.2013.04.012. [DOI] [PubMed] [Google Scholar]
- Kaufmann-Bart M., Hoop R.K. Diseases in chicks and laying hens during the first 12 years after battery cages were banned in Switzerland. Vet. Rec. 2009;164:203–207. doi: 10.1136/vr.164.7.203. [DOI] [PubMed] [Google Scholar]
- Khanal T., Bédécarrats G.Y., Widowski T., Kiarie E.G. Rearing cage type and dietary limestone particle size: I, effects on growth, apparent retention of calcium, and long bones attributes in Lohmann selected Leghorn-Lite pullets. Poult. Sci. 2020;99:4454–4465. doi: 10.1016/j.psj.2020.05.029. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kiarie E., Scott M., Krause D.O., Khazanehei H., Khafipour E., Nyachoti C.M. Interactions of Saccharomyces cerevisiae fermentation product and in-feed antibiotic on gastrointestinal and immunological responses in piglets challenged with Escherichia coli K88+ J. Anim. Sci. 2012;90:1–3. doi: 10.2527/jas.52977. [DOI] [PubMed] [Google Scholar]
- Kiarie E., Waikibia F., Kamande G., Nyachoti C.M. Utility of Saccharomyces cerevisiae fermentation product in pig feeding programs: amelioration of deleterious effects of enteric bacterial pathogens. Animal Production Society of Kenya (APSK) 2019 Scientific Symposium, Hotel Waterbuck; Nakuru, Kenya; 2019. pp. 41–45. [Google Scholar]
- Kiarie E.G., Leung H., Akbari Moghaddam Kakhki R., Patterson R., Barta J.R. Utility of feed enzymes and yeast derivatives in ameliorating deleterious effects of coccidiosis on intestinal health and function in broiler chickens. Front. Vet. Sci. 2019;6 doi: 10.3389/fvets.2019.00473. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kiarie E.G., Mohammadigheisar M., Schulze H. Effects of early feeding of enzymatically treated yeast on growth performance, organ weights, intestinal histomorphology, and ceca microbial metabolites in broiler chickens subjected to Eimeria challenge. Poult. Sci. 2022;101 doi: 10.1016/j.psj.2022.101967. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Klasing K.C., Korver D.R. Leukocytic cytokines regulate growth rate and composition following activation of the immune system. J. Anim. Sci. 1997;75:58–67. [Google Scholar]
- Leeson S., Summers J.D. 3rd ed. University Books; Guelph, Canada: 2005. Commercial Poultry Nutrition. [Google Scholar]
- Leung H., Patterson R., Barta J.R., Karrow N., Kiarie E. Nucleotide-rich yeast extract fed to broiler chickens challenged with Eimeria: impact on growth performance, jejunal histomorphology, immune system, and apparent retention of dietary components and caloric efficiency. Poult. Sci. 2019;98:4375–4383. doi: 10.3382/ps/pez213. [DOI] [PubMed] [Google Scholar]
- Leung H., Yitbarek A., Snyder R., Patterson R., Barta J.R., Karrow N., Kiarie E. Responses of broiler chickens to Eimeria challenge when fed a nucleotide-rich yeast extract1. Poult. Sci. 2018;98:1622–1633. doi: 10.3382/ps/pey533. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Linden, J. 2015. Colibacillosis in layers: an overview. https://thepoultrysite.com/articles/colibacillosis-in-layers-an-overview (Accessed Apr. 2020).
- Lohmann Lohmann.LSL. Lite management guide. lohmann tierzucht GmbH; Germany: 2016. [Google Scholar]
- Lu Z., Thanabalan A., Leung H., Akbari Moghaddam Kakhki R., Patterson R., Kiarie E.G. The effects of feeding yeast bioactives to broiler breeders and/or their offspring on growth performance, gut development, and immune function in broiler chickens challenged with Eimeria. Poult. Sci. 2019;98:6411–6421. doi: 10.3382/ps/pez479. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lumeij J.T. Clinical Biochemistry of Domestic Animals. Academic Press; Burlington, MA, USA: 2008. Avian clinical biochemistry; pp. 857–883. [Google Scholar]
- Maina A.N., Thanabalan A., Gasarabwe J., Mohammadigheisar M., Schulze H., Kiarie E.G. Enzymatically treated yeast bolstered growth performance of broiler chicks from young broiler breeders linked to improved indices of intestinal function, integrity, and immunity. Poult. Sci. 2022;101 doi: 10.1016/j.psj.2022.102175. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Martínez Y., Altamirano E., Ortega V., Paz P., Valdivié M. Effect of age on the immune and visceral organ weights and cecal traits in modern broilers. J. Anim. 2021;11:1–14. doi: 10.3390/ani11030845. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Morales-Lopez R., Brufau J. Immune-modulatory effects of dietary Saccharomyces cerevisiae cell wall in broiler chickens inoculated with Escherichia coli lipopolysaccharide. Br. Poult. Sci. 2013;54:247–251. doi: 10.1080/00071668.2013.782386. [DOI] [PubMed] [Google Scholar]
- Munyaka P.M., Tactacan G., Jing M., O K., House J.D., Rodriguez-Lecompte J.C. Immunomodulation in young laying hens by dietary folic acid and acute immune responses after challenge with Escherichia coli lipopolysaccharide. Poult. Sci. 2012;91:2454–2463. doi: 10.3382/ps.2012-02381. [DOI] [PubMed] [Google Scholar]
- Neijat M., Habtewold J., Shirley R.B., Welsher A., Barton J., Thiery P., Kiarie E. Bacillus subtilis strain DSM 29784 modulates the cecal microbiome, concentration of short-chain fatty acids, and apparent retention of dietary components in shaver white chickens during grower, developer, and laying phases. Appl. Environ. Microb. 2019;85:e00402–e00419. doi: 10.1128/AEM.00402-19. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nelson J.R., Sobotik E.B., Athrey G., Archer G.S. Effects of supplementing yeast fermentate in the feed or drinking water on stress susceptibility, plasma chemistry, cytokine levels, antioxidant status, and stress- and immune-related gene expression of broiler chickens. Poult. Sci. 2020;99:3312–3318. doi: 10.1016/j.psj.2020.03.037. [DOI] [PMC free article] [PubMed] [Google Scholar]
- O’Fallon J., Busboom J., Nelson M., Gaskins C. A direct method for fatty acid methyl ester synthesis: Application to wet meat tissues, oils, and feedstuffs. J. Anim. Sci. 2007;85:1511–1521. doi: 10.2527/jas.2006-491. [DOI] [PubMed] [Google Scholar]
- Olsen R.H., Frantzen C., Christensen H., Bisgaard M. An investigation on first-week mortality in layers. Avian Dis. 2012;56:51–57. doi: 10.1637/9777-051011-Reg.1. [DOI] [PubMed] [Google Scholar]
- Patterson R., Rogiewicz A., Kiarie E.G., Slominski B.A. Yeast derivatives as a source of bioactive components in animal nutrition: a brief review. Front. Vet. Sci. 2023;9 doi: 10.3389/fvets.2022.1067383. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pomposelli J.J., Mascioli E.A., Bistrian B.R., Lopes S.M., Blackburn G.L. Attenuation of the febrile response in guinea pigs by fish oil enriched diets. J. Parenter. Enteral Nutr. 1989;13:136–140. doi: 10.1177/0148607189013002136. [DOI] [PubMed] [Google Scholar]
- Pope CR. Pathology of lymphoid organs with emphasis on immunosuppression. Vet Immunol. Immunopathol. 1991;30:31–44. doi: 10.1016/0165-2427(91)90006-x. [DOI] [PubMed] [Google Scholar]
- Pottgüter R. Feeding laying hens to 100 weeks of age. Lohmann. Inf. 2016;50:18–21. [Google Scholar]
- Price K., Totty H., Lee H., Utt M., Fitzner G., Yoon I., Ponder M., Escobar J. Use of Saccharomyces cerevisiae fermentation product on growth performance and microbiota of weaned pigs during Salmonella infection. J. Anim. Sci. 2010;88:3896–3908. doi: 10.2527/jas.2009-2728. [DOI] [PubMed] [Google Scholar]
- Puertollano M.A., Puertollano E., Ruiz-Bravo A., Jimenez-Valera M., de Pablo M.A., de Cienfuegos G.A. Changes in the immune functions and susceptibility to Listeria monocytogenes infection in mice fed dietary lipids. Immunol. Cell. Biol. 2004;82:370–376. doi: 10.1111/j.0818-9641.2004.01262.x. [DOI] [PubMed] [Google Scholar]
- Rathgeber B.M., Budgell K.L., Macisaac J.L., Mirza M.A., Doncaster K.L., Mirza J.L., Doncaster M.A. Growth performance and spleen and bursa weight of broilers fed yeast beta-glucan. Can. J. Anim. Sci. 2008;88:469–473. [Google Scholar]
- Remick D.G, Newcomb D.E, Bolgos G.L, Call D.R. Comparison of the mortality and inflammatory response of two models of sepsis: lipopolysaccharide vs. cecal ligation and puncture. Shock. 2000;13:110–116. doi: 10.1097/00024382-200013020-00004. [DOI] [PubMed] [Google Scholar]
- Rivetz B., Bogin E., Weisman Y., Avidar J., Hadani A. Changes in the biochemical composition of blood in chickens infected with Borrelia anserina. Avian Pathol. 1977;6:343–351. doi: 10.1080/03079457708418244. [DOI] [PubMed] [Google Scholar]
- Roberts T., Wilson J., Guthrie A., Cookson K., Vancraeynest D., Schaeffer J., Moody R., Clark S. New issues and science in broiler chicken intestinal health: emerging technology and alternative interventions. J. Appl. Poult. Res. 2015;24:257–266. [Google Scholar]
- Romanovsky A.A., Shido O., Sakurada S., Sugimoto N., Nagasaka T. Endotoxin shock: thermoregulatory mechanisms. Am. J. Physiol. 1996;270:R693–R703. doi: 10.1152/ajpregu.1996.270.4.R693. [DOI] [PubMed] [Google Scholar]
- Rubio L.A. Possibilities of early life programming in broiler chickens via intestinal microbiota modulation. Poult. Sci. 2019;98:695–706. doi: 10.3382/ps/pey416. [DOI] [PubMed] [Google Scholar]
- Sanderson P., Yaqoob P., Calder P.C. Effects of dietary lipid manipulation upon rat spleen lymphocyte functions and the expression of lymphocyte surface molecules. J. Nutr. Envrion. Med. 1995;5:119–132. [Google Scholar]
- Sedghi M., Mohammadi I., Sarrami Z., Ghasemi R., Azarfar A. Effects of a yeast cell wall product on the performance of broiler chickens and PGC-1α, TLR4, IL-10 and PPARγ genes expression. Ital. J. Anim. Sci. 2022;21:263–278. [Google Scholar]
- Shini S., Shini A., Bryden W.L. Unravelling fatty liver haemorrhagic syndrome: 2. Inflammation and pathophysiology. Avian Pathol. 2020;49:131–143. doi: 10.1080/03079457.2019.1682119. [DOI] [PubMed] [Google Scholar]
- Silva E.P., Malheiros E.B., Sakomura N.K., Venturini K.S., Houschild L., Dorigam J.C.P., Fernandes J.B.K. Lysine requirements of laying hens. Livest. Sci. 2015;173:69–77. [Google Scholar]
- Sujatha T., Rajini R.A., Prabakaran R. Efficacy of pre-lay diet. J. Appl. Anim. Res. 2014;42:57–64. [Google Scholar]
- Thanabalan A., Kiarie E.G. Body weight, organs development and jejunal histomorphology in broiler breeder pullets fed n -3 fatty acids enriched diets from hatch through to 22 weeks of age. Poult. Sci. 2021;101 doi: 10.1016/j.psj.2021.101514. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Van Staaveren N., Decina C., Baes C.F., Widowski T.M., Berke O., Harlander-Matauschek A. Housing and management practices on 33 pullet farms in Canada. J. Anim. 2019;9:49. doi: 10.3390/ani9020049. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang Y.W., Field C.J., Sim J.S. Dietary polyunsaturated fatty acids alter lymphocyte subset proportion and proliferation, serum immunoglobulin G concentration, and immune tissue development in chicks. Poult. Sci. 2000;79:1741–1748. doi: 10.1093/ps/79.12.1741. [DOI] [PubMed] [Google Scholar]
- Widowski T., Torrey S. In: Advances in Poultry Welfare. Mench J.A., editor. Woodhead Publishing; Duxforn, UK: 2018. Rearing young birds for adaptability; pp. 49–76. [Google Scholar]
- Xie H., Rath N.C., Huff G.R., Huff W.E., Balog J.M. Effects of Salmonella typhimurium lipopolysaccharide on broiler chickens. Poult. Sci. 2000;79:33–40. doi: 10.1093/ps/79.1.33. [DOI] [PubMed] [Google Scholar]
- Yang X., Guo Y., He X., Yuan J., Yang Y., Wang Z. Growth performance and immune responses in chickens after challenge with lipopolysaccharide and modulation by dietary different oils. J. Anim. 2008;2:216–223. doi: 10.1017/S1751731107001188. [DOI] [PubMed] [Google Scholar]
- Yaqoob P., Newsholme E.A., Calder P.C. The effect of dietary lipid manipulation on rat lymphocyte subsets and proliferation. J. Immunol. 1994;82:603. [PMC free article] [PubMed] [Google Scholar]
- Zhang B., Guo Y., Wang Z. Modulating effect of β-1, 3/1, 6-glucan supplementation in the diet on performance and immunological responses of broiler chickens. Asian Australas. J. Anim. Sci. 2008;21:237–244. [Google Scholar]
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