Abstract
This study is aimed to select optimum keratin degradation ability from Bacillus strains for feather meal-soybean meal fermentation, and favorably water content for the strain during fermentation of feather meal-soybean meal, and finally investigate the effects of the fermented feather meal-soybean meal product (FFSMP) on growth performance, carcass trait, clinical blood biochemistry, and intestinal morphology of broilers. Thirty-six bacteria strains from soil, sewage pool, and feather waste were screened and selected Bacillus subtilis var. natto N21 (N21), B. subtilis CU14 (CU14), and B. amyloliquefaciens CU33 (CU33) with better keratinase activity and feather-degrading rate. The result of trial 1 showed that the FFSMP produced by CU33 had the optimum physiochemical characterizations, amino acid composition and feeding performance for broilers. Hence the effects of water content (45, 50, 55, and 60%) on FFMSP fermentation of CU33 were investigated in trial 2. Result showed that pH value, counts of Bacillus-like bacteria, γ-PGA, viscosity, surfactin yield and odor all significantly increased according to the water content (P < 0.05). The protease activity reached significantly highest in the 55% and 60% water content groups (P < 0.01). The broilers performance of 55% and 60% water content group were significantly higher than control group (P < 0.05) in weight gain (WG), feed intake (b) at 0 to 21-d-old and the WG, feed conversion ratio (FCR), and production efficiency factor at 0 to 35-d-old, and could reach the similar growth performance as fish meal group (P > 0.05). The fermentation groups significantly decreased urea nitrogen (P < 0.05) and increased creatinine (P < 0.05) in the blood. The fermentation groups also significantly decreased the crypt depth in the duodenum (P < 0.05) and increased villus height to crypt depth ratio of the duodenum (P < 0.05). In conclusion, CU33 shows the best degradation rate for feather and keratinase activity, and the FFSMP with a water content of 50% to 60% during fermentation is suggested. Diets supplemented with 5% FFSMP can promote the growth of broilers by improving the morphology of the duodenum and achieve the feeding effect of high-quality fish meal.
Key words: Bacillus amyloliquefaciens CU33, broiler, feather meal-soybean meal product, growth performance
INTRODUCTION
Feather waste is a by-product of the poultry industry, which contains 5% to 10% of body weight in poultry. Feathers contain about 90% of CP with primarily (around 90%) keratin (Daroit and Brandelli, 2013; Verma et al., 2017; Callegaro et al., 2019). Feathers are highly resistant to various proteolytic microorganisms, enzymes, chemical and physical damage (Nnolim et al., 2020). Therefore, feathers are not easy to be digested and utilized by monogastric animals. Pressurized cooking is the primary processing method to produce feather meal, which can improve the degradation rate of the feather, but still has a negative impact on protein utilization for monogastric animals (Callegaro et al., 2019). High temperature in heat treatment also cause the loss or destruction of major amino acids such as methionine, lysine, and tryptophan, forming lanthionine and lysinoalanine, resulting in reduced bioavailability and potential toxicity (Fakhfakh et al., 2011; Kang et al., 2018; Hassan et al., 2020). Hence, the recommended usage of feather meals is limited to a maximum of 6% in broiler diets (Babatunde et al., 2021).
The transformation of feather meal by microorganisms can increase the digestibility of feather keratin, and produce limiting amino acids by microorganism during degradation, so it is superior to the general hydrolysis method (Saarela et al., 2017). There are many different keratin-degrading microorganisms, and the degrading rate of bacteria is better than that of fungi (Sivakumar and Raveendran, 2015; Callegaro et al., 2019), and Bacillus spp. has the best potential to degrade the keratin (Bose et al., 2014; Verma et al., 2017). Solid-state fermentation (SSF) can decompose macromolecular substances into small molecules by microorganisms. For example, Bacillus spp. can reduce the content of antinutritional factors in soybean through SSF, thereby improving the nutritive value of soybean (Teng et al., 2012; Chi and Cho, 2016). Our previous study has reported that the complete broiler feed ration under the first stage 2 d aerobic fermentation with Bacillus subtilis var. natto N21 (N21) and second stage 3 d anaerobic fermentation with Saccharomyces cerevisiae Y10 or B. coagulans L12 had significantly improved growth performance (Chen et al., 2009; Yeh et al., 2018). Among them, the use of N21 as a single strain to produce fermented complete feed can also improve the growth performance of broilers. N21 is not a strain for keratin degradation, therefore, screening more suitable strains for feather meal fermentation is necessary.
This study is aimed to select optimum keratin degradation ability from Bacillus strains for feather meal-soybean meal fermentation, and favorably water content for the strain during fermentation of feather meal-soybean meal, and finally investigate the effects of the fermented feather meal-soybean meal product (FFSMP) on growth performance, carcass trait, clinical blood biochemistry, and intestinal morphology of broilers.
MATERIALS AND METHODS
Screening for Feather-Degrading Bacteria
In the experiment, N21 was used as a control group, which was screened from the soil, sewage pool and feather waste. The colony was incubated in TSB medium (Tryptone Soya Broth, HIMEDIA, Mumbai, MH, India), and aerobic fermentation was conducted at 55°C for one day. There were 36 strains reached a Bacillus-like count of 1 × 109 cfu/mL of Bacillus-like counts. After incubation for 2 d, only 2 strains had a higher feather hydrolysis rate than N21 (>62.3%). After identification, they were CU14 and CU33. Subsequently, the strains were measured the degradation rate of feather and keratinolytic activity.
Feathers Degradability
The feathers degradability followed the description of Huang et al. (2021) with some modifications. Add 50 mL TSB medium (Tryptone Soya Broth, HIMEDIA) and 3% feathers into a 250 mL flat-bottomed Erlenmeyer flask. After sterilization (121°C, 20 min), inoculate 5% N21, CU14 or CU33 at 109 cfu/mL, and incubate at 37°C, 100 rpm, for 0, 24, 48, and 72 h. The hydrolysate was passed through a filter paper (No. 1 filter paper, ADVANTEC, Tokyo, Japan) to remove unhydrolyzed feathers.
The feather degradability was calculated using the following formula (1):
(1) |
Where A is the dry weight of the feathers before degradation, B is the dry weight of the feathers and filter after degradation, and C is the dry weight of the filter. The test was performed four replicates (n = 4).
Keratinolytic Activity Assay
The keratinolytic activity was assayed, followed by Huang et al. (2021). The reaction was incubated at 50°C for 60 min, terminated by adding 25 μL of 4M NaOH and centrifuged at 8,000 × g for 20 min; then, 100 μL of the supernatant was added to the wells of the ELISA plate sequentially, and the absorbance at 450 nm was measured. Using 200 μL of 1N NaOH solution as the blank, and the enzyme activity was calculated using the following formula (2):
(2) |
The test was performed 4 replicates (n = 4).
FFSMP Preparation
FFSMP Preparation followed the description of Huang et al. (2021) with some modifications. In trial 1, mixed feather meal and soybean meal at a ratio of 1:1 were supplied as fermentation substrate. The substrate was sterilized at 121°C, 1.21 kg/cm2 for 20 min and cooled down to 45°C. Each Bacillus strain at 106 cfu/g of the substrate was premixed and inoculated with 60% water content to ferment aerobically at 37°C for 2 d. The fermented product was dried in an oven at 55°C. The water content of the FFSMP was below 12%, and 3 batches were produced for the current study. In trial 2, after the fermentation, substrate was sterilized and cooled down and the water content was adjusted to 45%, 50%, 55%, and 60%, respectively. The fermentation substrate was inoculated with CU33 (106 cfu/g), and aerobic fermentation was conducted at 37°C for 2 d. Other conditions were the same as in trial 1.
The Physiochemical Characterizations and Nutrient Composition of FFSMP
The pH of FFSMP was measured by a portable pH meter (digital pH meter, Goodly, Taiwan). The viscosity and odor of FFSMP were evaluated on a 5-point scale where 1 is the best score (viscosity: 1 = not sticky; odor: 1 = most acceptable) and 5 is the worst score (viscosity: 5 = very sticky; odor: 5 = most unacceptable). The FFSMP was serially diluted in 0.85% NaCl and incubated on tryptic soy agar (TSA, HIMEDIA, Mumbai, MH, India) at 37°C for 24 h or on potato dextrose agar (PDA, HIMEDIA) at 28°C for 48 h, respectively. In colony counting for Bacillus-like colonies, and total yeast colonies expressed as colony-forming units per gram (cfu/g). The γ-PGA of FFSMP was measured by the method of Goto and Kunioka (1992). The proximate analysis and amino acid analyses of FFSMP were followed the description of Yeh et al. (2018) to analyze the water content, crude protein, gross energy, calcium, phosphorus, and amino acids of FFSMP. The protease activity of FFSMP refers to the methods of Secades and Guijarro (1999) and Oguntoyinbo et al. (2007). The surfactin yield of FFSMP was measured by the method of Sun et al. (2019). For analysis of physiochemical characterizations and proximate analysis of FFSMP, the test was performed with four replicates (n = 4). For analysis of amino acid of FFSMP, the test was performed with three replicates (n = 3).
Animal Management and Experimental Design
Four hundred 1-d-old Arbor Acres broiler chicks were used as experimental animals. In trial 1, one hundred sixty 1-d-old Arbor Acres broiler chicks, equal numbers of both sexes, were randomly assigned to dietary supplementation of 5% unfermented feather meal-soybean meal product (as control), 5% FFSMP produced by N21, CU14, or CU33. Each treatment had four replicates. The experimental period was 21 d. In trial 2, two hundred forty 1-d-old Arbor Acres broiler chicks, equal numbers of both sexes, were randomly assigned to dietary supplementation of 5% fish meal, 0% (as control), and 5% FFSMP produced by CU33 with 45%, 50%, or 60% water content during fermentation. Each treatment had four replicates. The experimental period was 35 d. Feed (Table 4) and water were provided ad libitum throughout the experimental period. The management of broilers mainly refer to the Manual of Arbor Acres (Aviagen, 2018). All the procedures used in this experiment were approved by the Institutional Animal Care and Use Committee of National Chiayi University (IACUC, protocol number 101031).
Table 4.
Ingredient, % | 0 to 21 d |
21 to 35 d |
||||
---|---|---|---|---|---|---|
Fish meal | Control | FFSMP | Fish meal | Control | FFSMP | |
Corn meal | 48.47 | 48.08 | 48.08 | 58.20 | 57.68 | 57.68 |
Soybean meal, 44% | 21.00 | 20.00 | 20.00 | 9.80 | 9.00 | 9.00 |
Full fat soybean meal, 35% | 20.00 | 20.00 | 20.00 | 23.00 | 23.00 | 23.00 |
Fish meal (Peru), 65% | 5.00 | - | - | 5.00 | - | - |
UFSMP1, 63.8% | - | 5.00 | - | - | 5.00 | - |
FFSMP2, 63.8% | - | - | 5.00 | - | - | 5.00 |
Ground limestone | 1.20 | 1.60 | 1.60 | 0.80 | 1.40 | 1.40 |
Dicalcium phosphate | 1.10 | 1.60 | 1.60 | 1.00 | 1.30 | 1.30 |
Soybean oil | 2.50 | 2.50 | 2.50 | 1.50 | 1.50 | 1.50 |
Salt | 0.40 | 0.40 | 0.40 | 0.40 | 0.40 | 0.40 |
Choline chloride 50% | - | 0.02 | 0.02 | - | 0.02 | 0.02 |
L-Lys·HCl (78%) | - | 0.40 | 0.40 | - | 0.30 | 0.30 |
DL-Met | 0.13 | 0.20 | 0.20 | 0.10 | 0.20 | 0.20 |
Vitamin premix3 | 0.10 | 0.10 | 0.10 | 0.10 | 0.10 | 0.10 |
Mineral premix4 | 0.10 | 0.10 | 0.10 | 0.10 | 0.10 | 0.10 |
Total | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
Calculated nutrient composition | ||||||
ME, kcal/kg | 3,130 | 3,233 | ||||
CP, % | 23.15 | 20.18 | ||||
Ca, % | 0.97 | 0.83 | ||||
AP, % | 0.49 | 0.42 | ||||
Met, % | 0.56 | 0.50 | ||||
Lys, % | 1.46 | 1.24 | ||||
Analyzed values | ||||||
DM, % | 92.3 | 92.4 | 92.3 | 91.9 | 91.8 | 91.7 |
GE, kcal/kg | 4,403 | 4,400 | 4,396 | 4,531 | 4,535 | 4,531 |
CP, % | 23.4 | 23.5 | 23.5 | 20.4 | 20.6 | 20.5 |
Ca, % | 1.00 | 1.02 | 1.00 | 0.86 | 0.87 | 0.85 |
TP, % | 0.67 | 0.68 | 0.67 | 0.63 | 0.65 | 0.63 |
USFMP: Unfermented feather meal-soybean meal product.
FFSMP: Fermented feather meal-soybean meal product is made with 45, 50, 55, and 60% water content, respectively.
Vitamin premix supplied per kilogram of diet: Vitamin A, 9,000 IU; Vitamin D3, 3,000 ICU; Vitamin E, 30 IU; Vitamin K3, 2.2 mg; Vitamin B1, 2.2 mg; Vitamin B2, 8.0 mg; Vitamin B6, 4.4 mg; Ca-pantothenate, 12.0 mg; Niacin, 66 mg, Biotin, 0.2 mg; Folic acid, 1.0 mg; Vitamin B12, 0.02 mg.
Mineral premix supplied per kilogram of diet: Cu (CuSO4·5H2O, 25.45% Cu), 8 mg; Fe (FeSO4·7H2O, 20.09% Fe), 100 mg; Mn (MnSO4H2O, 32.49% Mn), 100 mg; Zn (ZnO, 80.35%, Zn), 75 mg; Se (NaSeO3, 45.56%Se), 0.30 mg.
Feed Composition Analysis
Proximate feed analysis were followed the description of AOAC (1990) to analyze the moisture (method 930.15), crude protein (method 990.03), calcium (method 927.02), and phosphorus (935.59). The gross energy was measured with an adiabatic bomb calorimeter (model 356, Parr Instrument Company, Moline, IL). The test was performed four replicates (n = 4).
Growth Performance
In trial 1, BW and feed intake (FI) were recorded at week 0 and 3, In trial 2, BW, FI were recorded at week 0, 3, and 5. Feed conversion ratio (FCR) and production efficiency factor ((PEF) = (Survival rate (%) × BW (kg))/(age (d) × FCR) × 100) were calculated throughout the experiment. The test was performed 4 replicates (n = 4), using 10 broilers for each replicate.
Carcass Traits
In trial 2, 8 chicks of each group were euthanized at 35 d of age to measure the weights of the liver, proventriculus + gizzard, intestine (from the duodenum to rectum), abdominal fat (from the gizzard to celiac fat), breast (with bone and skin), and thigh (the fragment from femur to tibia, with bone and skin). The test was performed four replicates (n = 4), using 2 broilers for each replicate.
Cinical Blood Biochemistry
Blood samples were taken from the brachial-vein of chickens withdrawn from feed and water for 12 h at 35 d of age. After centrifuging (1,620 × g, 15 min), serum was stored at −40°C for further analysis. The blood biochemistry of serum, including the activities of aspartate aminotransferase, alanine aminotransferase, creatine kinase, lactate dehydrogenase, and the concentrations of glucose, total bilirubin (T-Bili), direct bilirubin (D-Bili), total protein, blood urea nitrogen (BUN), creatinine, uric acid (UA), cholesterol, triglycerid, were analyzed using an automatic blood chemical analyzer with Roche testing kits (Roche COBAS MIRA PLUS, Switzerland). The activities and concentrations of tested items were determined spectrophotometrically according to Akiba et al. (1982). The test was performed four replicates (n = 4), using 2 broilers for each replicate.
Intestinal Morphology
Two-centimeter fragments of the duodenum (posterior to gizzard), jejunum (anterior to Meckel's diverticulum), and ileum (anterior to ileo-cecal junction) of birds were collected at 35 d of age in trial 2. The intestinal fragments were prepared and examined using an optical microscope (Labophot-2, Nikon, Tokyo, Japan) according to Chiou et al. (1999). The villus height, villus perimeter, and crypt depth of the small intestine were measured using the method of Uni et al. (1995) with 10 points for each measurement. Villus height was based on the top of the crypt using the lamina propria of the villus. The villus perimeter was based on circumference and the distance between neighboring villi. Crypt depth was the shortest vertical distance from the villus contact point to the mucous membrane. The villus area was measured according to the formula of Sakamoto et al. (2000). The test was performed 4 replicates (n = 4), using 2 broilers for each replicate.
Statistical Analysis
The continuous variables in feather degradation rate and keratinase activity, physiochemical characterizations and nutrient composition of FFSMP, amino acid composition analysis of FFSMP, growth performance, carcass traits, clinical blood biochemistry, and gut morphology were analyzed according to the following statistical model: Yij = μ + τi + eij, where Yij represents the measured value on the ith treatment in the jth experimental unit; μ is the overall mean; τi is the effect of ith treatment, and eij is the random error associated with Yij. The data were analyzed using the GLM procedure (SAS Institute, 2004), and the groups were compared using a one-way ANOVA with a Tukey post hoc test, where P < 0.05 indicated a statistically significant difference.
The scores in the physiological characterizations of FFSMP and the survival rate of growth performance were analyzed using the NPAR1WAY procedure (SAS Institute, 2004). The groups were compared using SAS macro implementation of a multiple comparison test according to Elliott and Hynan (2011), where P < 0.05 indicated a statistically significant difference.
RESULTS AND DISCUSSION
Feather Degradation and Keratinase Activity by the Feather-Degrading Bacteria
Table 1 showed the effects of Bacillus strains on feather hydrolysis rate and keratinase activity. The feather degradation ability of N21, CU14, and CU33 were significantly higher (P < 0.05) after inoculation and culture for 1, 2, and 3 d (P < 0.05) and reached the highest rate after 3 d of culture (P < 0.05). The feather degradation rate was in the order of CU33 > CU14 > N21 (P < 0.05). The keratinase activities reached peak at the 24 h of culture (P < 0.05) and in the order of CU33 > CU14 > N21 > the control group (P < 0.05) during 1 to 3 d.
Table 1.
Day | Control2 | Bacterial inoculation3 |
SEM | ||
---|---|---|---|---|---|
N21 | CU14 | CU33 | |||
Feather degradation rate, % | |||||
1 | 2.48d | 36.8b | 33.9c | 62.3a | 0.3 |
2 | 3.13c | 62.3b | 62.7b | 74.4a | 0.4 |
3 | 4.36d | 63.7c | 71.5b | 76.3a | 0.6 |
Keratinase activity, U/mL | |||||
1 | 20d | 478c | 521b | 544a | 4 |
2 | 20d | 430c | 470b | 494a | 5 |
3 | 21d | 420c | 438b | 460a | 4 |
Means in the same row with different superscripts are significantly different (P < 0.05).
Data are means of 4 batches of feather meal medium, each batch was tested in triplicate.
Control: the feather medium is not inoculated with microorganisms.
N21: feather medium inoculated with Bacillus subtilis var. natto N21; CU14: feather medium inoculated with Bacillus subtilis CU14; CU33: feather medium inoculated with Bacillus amyloliquefaciens CU33.
Many species of Bacillus spp. can secrete keratinase (Bose et al., 2014; Saarela et al., 2017). This experiment showed that these 3 strains, CU33, CU14, and N21, could secrete keratinase. The higher the keratinase activities have the higher feather degradation. The CU33 was significantly higher than the other groups (P < 0.05) with feather degradation rate of 62.3% in 24 h and reached a degradation rate of 76.3% after 3 d of culture. The result is similar to Huang et al. (2021) who used co-cultivate of 5 Bacillus species to decompose feathers. In this study, using a single species will be more competitive in production efficiency.
Trial 1
The Physiochemical Characterizations and Nutrient Composition of FFSMP
Table 2 showed the physicochemical characterizations of FFMSP of different strains. The pH value and the counts of Bacillus-like bacteria in the CU33 group were significantly higher than those in the other groups (P < 0.05) after 2 d of fermentation. The pH value, Bacillus-like bacterial counts, protease activity, and surfactin yield were also higher in CU33 than in the other 2 groups (P < 0.05) after drying. The γ-PGA content and viscosity were in the order of CU14 > N21 > CU33 (P < 0.05), whereas surfactin content was CU33 > N21 > CU14 (P < 0.05). Table 3 showed the amino acid composition of the fermented feather meal-soybean meal product of the Bacillus strains. The contents of total amino acids in CU33 and N21 were significantly higher than those in the control group (P < 0.05), the total essential amino acids in CU33 were significantly higher than those in each group (P < 0.05), and the contents of histidine and lysine in the CU33 group was significantly highest (P < 0.05). However, the proline content of CU33 group was lower than each group (P < 0.05).
Table 2.
Control2 | FFSMP3 |
SEM | |||
---|---|---|---|---|---|
N21 | CU14 | CU33 | |||
pH value | |||||
Initial | - | 6.32 | 6.28 | 6.34 | 0.01 |
Fermentation | - | 8.15b | 8.17b | 8.36a | 0.01 |
Dry | - | 6.42b | 6.23c | 6.63a | 0.01 |
Bacillus like, log cfu/g | |||||
Initial | - | 6.72 | 6.72 | 6.72 | |
Fermentation | - | 8.29b | 8.33b | 8.65a | 0.01 |
Dry | - | 7.52b | 7.39b | 8.04a | 0.05 |
Nutrient composition of dry product | |||||
Water content, % | 10.6 | 10.7 | 10.5 | 10.6 | 0.04 |
Crude protein, % | 63.2 | 63.8 | 63.7 | 63.9 | 0.24 |
Gross energy, kcal/kg | 3072 | 3069 | 3038 | 3066 | 18 |
Ca, % | 0.23 | 0.23 | 0.25 | 0.24 | 0.01 |
TP, % | 0.53 | 0.54 | 0.55 | 0.57 | 0.01 |
Physiological characteristics of dry product | |||||
γ-PGA, % | - | 2.71b | 3.51a | 1.98c | 0.02 |
Viscosity, score | - | 3.52ab | 4.02a | 2.12b | - |
Odor, score | - | 3.31 | 3.53 | 3.44 | - |
Protease activity, u/g | - | 350b | 337b | 480a | 5.93 |
Surfactin, mg/g | - | 1.01b | 0.15c | 1.53a | 0.07 |
Means in the same row with different superscripts are significantly different (P < 0.05).
Data are means of 4 batches of FFSMP, each batch was tested in triplicate.
Control: Unfermented feather meal-soybean meal product.
N21: Fermented feather meal-soybean meal product (FFSMP) inoculated with Bacillus subtilis var. natto N21; CU14: FFSMP inoculated with Bacillus subtilis CU14; CU33: FFSMP inoculated with Bacillus amyloliquefaciens CU33.
Table 3.
Control2 | FFSMP3 |
SEM | |||
---|---|---|---|---|---|
N21 | CU14 | CU33 | |||
Total amino acid, % | 63.8b | 64.9a | 64.0ab | 64.4a | 0.2 |
Total essential amino acid, % | 27.1b | 27.1b | 26.9b | 27.5a | 0.1 |
Arginine | 4.35 | 4.26 | 4.27 | 4.32 | 0.02 |
Histidine | 0.82b | 0.82b | 0.84ab | 0.86a | 0.01 |
Isoleucine | 3.09 | 3.10 | 2.97 | 3.15 | 0.05 |
Leucine | 5.75 | 5.73 | 5.73 | 5.81 | 0.04 |
Lysine | 2.18b | 2.18b | 2.14b | 2.36a | 0.01 |
Methionine | 0.62 | 0.66 | 0.67 | 0.68 | 0.02 |
Phenylalanine | 3.13 | 3.18 | 3.11 | 3.18 | 0.03 |
Threonine | 2.84 | 2.84 | 2.84 | 2.75 | 0.03 |
Valine | 4.32 | 4.35 | 4.37 | 4.44 | 0.04 |
Total nonessential amino acid, % | 36.7b | 37.8a | 37.1b | 36.8b | 0.1 |
Cysteine | 1.86 | 1.94 | 1.92 | 1.90 | 0.03 |
Aspartic acid | 5.41 | 5.48 | 5.44 | 5.51 | 0.04 |
Serine | 6.17 | 6.15 | 6.13 | 6.21 | 0.03 |
Glutamic acid | 8.91 | 9.01 | 9.07 | 8.96 | 0.06 |
Proline | 4.92b | 5.58a | 4.95b | 4.77c | 0.01 |
Alanine | 4.50 | 4.59 | 4.57 | 4.62 | 0.04 |
Glycine | 3.07b | 3.11a | 3.07b | 2.89b | 0.04 |
Tyrosine | 1.91 | 1.91 | 1.93 | 1.98 | 0.04 |
Means in the same row with different superscripts are significantly different (P< 0.05).
Data are means of 3 batches of FFSMP, each batch was tested in triplicate.
Control: Unfermented feather meal-soybean meal product.
N21: Fermented feather meal-soybean meal product (FFSMP) inoculated with Bacillus subtilis var. natto N21; CU14: FFSMP inoculated with Bacillus subtilis CU14; CU33: FFSMP inoculated with Bacillus amyloliquefaciens CU33.
The pH value will increase after solid-state fermentation due to the production of NH3. The pH value in CU33 group was higher than the other groups, reflected a higher ability to decompose protein in CU33 through protease and feather decomposition ability. Since Bacillus spp. can form heat-resistant spores (Elshaghabee et al., 2017), which showing the ability of heat resistance when dried at 55°C and still maintain 7.52 to 8.04 log cfu/g in this study. Using 9 strains of Bacillus amyloliquefaciens, Berendsen et al. (2016) conducted a heat resistance study and showed that B. amyloliquefaciens still had growth performance at 57.7°C, which was similar to the result of maintaining a high viable count of CU33 after dried in this study.
γ-PGA is a polymer formed by the dehydration condensation of α-amino and α-carboxyl groups of 2 glutamic acid molecules of Bacillus strains, promoting calcium absorption, cellular immunity, and production of cytokines (Hyatt et al., 2010; Jelacic et al., 2020). B. subtilis natto, B. subtilis sp., and B. amyloliquefaciens can all produce γ-PGA (Chettri et al., 2016; Luo et al., 2016), and the higher γ-PGA content, the higher viscosity of the fermented product (Cai et al., 2017; Li et al., 2021). In this experiment, both N21 and CU14 are B. subtilis, which contain a significantly higher γ-PGA than that of the CU33. High viscosity of the fermented feed required extensive drying time and greatly reduce the uniformity of the water content after drying especially in the lower bulkiness. Although the significantly lower γ-PGA content in CU33, but lower viscosity was beneficial to product drying and subsequent processing and utilization of the feed. The odor of fermentation product is due to the protein content of fermented substrates which were degraded by microorganisms and generate ammonia, H2S, and other amines. The amines such as lysine and tryptophan of fermented substrate were also converted to the putrescine and indole by microorganisms fermentation (Bastos et al., 2020). The contents of lipids and carbohydrates also cause odor in fermentation (Alam et al., 2021).
Bacillus subtilis of the genus Bacillus has excellent alkaline protease production capacity (Sharma et al., 2017). In this experiment, FFSMP inoculated by different strains under solid-state fermentation showed the significantly highest protease activity in CU33 means that CU33 can decompose and utilize both feather meal and soybean meal. With lower protease activity, CU14 and N21 decomposed and utilized feather meal not as efficient as CU33 (Table 1). Surfactin is a secondary metabolite produced by Bacillus strains which increase depending on a cell density and can lead to membrane rupture and cell lysis, as well as destroy the surface properties that affect microbial adhesion (Banat et al., 2014). Therefore, surfactin has antibacterial and antibiofilm properties (Zanotto et al., 2019). In this study, CU33 had higher bacterial counts (P < 0.05) in the fermentation process than the other strains, thus CU33 had better surfactin production (P < 0.05).
During fermentation, microorganisms can convert compounds into smaller molecules, such as nitrogen-containing compounds, amino acids, peptides, or fatty acids (Sharma et al., 2020). Saarela et al. (2017) pointed out that the amino acids of these feather-decomposing hydrolysates tend to becoming part of bacterial protein especially lysine content that increased after fermentation. In this experiment, the total amino acid content of N21 and CU33 after fermentation was significantly higher than that of the control group (P < 0.05), and CU14 was between the 2, indicating that fermentation would change the composition of amino acids. These high total amino acids, lysine, and histidine of CU33 fermentation products may have potential used as raw materials or additives for the essential amino acids supplementation in livestock industries.
Growth Performance
Table 5 showed the effects of different strains of FFMSP on the growth performance of broilers. Broilers in fermentation groups all showed significantly higher in the body weight gain and PEF than those of the control group (P < 0.05), However, the CU33 group was significantly better than the CU14 group (P < 0.05), but only the CU33 group in FCR was better than the UFSMP group (P < 0.05).
Table 5.
Item | Control2 | FFSMP3 |
SEM | ||
---|---|---|---|---|---|
N21 | CU14 | CU33 | |||
Weight gain, g/bird | 736c | 805a | 779b | 815a | 8 |
Feed intake, g/bird | 1038 | 1076 | 1059 | 1069 | 21 |
Feed conversion ratio, feed intake/weight gain | 1.41a | 1.34ab | 1.36ab | 1.31b | 0.03 |
Survival rate, % | 100 | 100 | 100 | 100 | - |
PEF4 | 264c | 303ab | 288b | 312a | 7 |
Means in the same row with different superscripts are significantly different (P < 0.05).
Data are means of 4 pens of broilers with 10 broilers per pen.
Control: Unfermented feather meal-soybean meal product.
N21: fermented feather meal-soybean meal product (FFSMP) inoculated with Bacillus subtilis var. natto N21; CU14: FFSMP inoculated with Bacillus subtilis CU14; CU33: FFSMP inoculated with Bacillus amyloliquefaciens CU33.
Production efficiency factor, PEF = (Survival rate (%) × BW (kg))/(age (d) × feed conversion ratio) × 100.
Fermented products produced with Bacillus can promote growth performance in broilers (Li et al., 2014; Wu et al., 2020). Our previous studies found that either wet or dry products of N21 aerobic fermentation of complete feed can improve the growth performance of broilers (Chen et al., 2009; Yeh et al., 2018). The N21 fermented product promoting growth is again confirmed in this experiment whereas CU14 and CU33 also had the same effect. This proves that Bacillus spp. used for fermentation can improve the growth performance of chickens, and CU33 had the best feather keratinase activity, degradation rate (Table 1), Bacillus-like bacterial counts, protease activity, surfactin yield of the fermented product (Table 2), and the largest amount of total essential amino acid, lysine, and histidine content (Table 3). We concluded that CU33 was the best for overall growth performance. Therefore, CU33 was choosen as the strain for subsequent experiments.
Trial 2
The Physiochemical Characterizations and Nutrient Composition of FFSMP
Table 6 showed the physicochemical characterizations of FFMSP fermented with different water content. During fermentation and after drying, the pH and Bacillus-like bacterial counts, γ-PGA, viscosity, and surfactin yield increased with the increase of fermentation water content (P < 0.05), while odor decreased with the decrease of water content (P < 0.05). The protease activity was significantly higher in the water content of 55% and 60% than that of 50% and 45% and 45% was the lowest (P < 0.01).
Table 6.
Water content2, % |
SEM | ||||
---|---|---|---|---|---|
45 | 50 | 55 | 60 | ||
pH value | |||||
Initial | 6.13b | 6.25a | 6.28a | 6.30a | 0.03 |
Fermentation | 8.02d | 8.15c | 8.32b | 8.56a | 0.01 |
Dry | 6.42c | 6.52b | 6.53b | 6.63a | 0.01 |
Bacillus like, log cfu/g | |||||
Initial | 6.72 | 6.72 | 6.72 | 6.72 | |
Fermentation | 7.84c | 8.29b | 8.39b | 8.82a | 0.05 |
Dry | 6.20d | 7.52c | 7.68b | 7.88a | 0.02 |
Nutrient composition of dry product | |||||
Water content, % | 10.6 | 10.6 | 10.5 | 10.6 | 0.1 |
Crude protein, % | 62.2 | 63.1 | 63.4 | 63.8 | 0.7 |
Gross energy, kcal/kg | 3069 | 3039 | 3071 | 3066 | 28 |
Ca, % | 0.21 | 0.23 | 0.25 | 0.23 | 0.02 |
TP, % | 0.54 | 0.55 | 0.52 | 0.53 | 0.02 |
Physiological characteristics of dry product | |||||
γ-PGA | 1.20d | 1.80c | 1.90b | 2.01a | 0.02 |
Viscosity, score | 1.13b | 1.65ab | 2.01ab | 2.23a | – |
Odor, score | 1.30b | 2.05ab | 3.02ab | 3.51a | – |
Protease activity, u/g | 270c | 421b | 481a | 460ab | 11 |
Surfactin, mg/g | 0.45d | 1.10c | 1.31b | 1.62a | 0.03 |
Means in the same row with different superscripts are significantly different (P < 0.05).
Data are means of 4 batches of FFSMP, each batch was tested in triplicate.
Fermented feather meal-soybean meal product (FFSMP) produced by CU33 with 45, 50, or 60% water content during fermentation.
If the water content is too high, the viscosity of the fermentation product will increase causing odor and drying problem. It will not be suitable for industrial production and environmental protection. The pH, bacterial count, general composition, γ-PGA, viscosity, protease activity and surfactin yield of the CU33 strain after 60% water content fermentation were similar to the results of trial 1, indicating that the fermentation process was consistent. The decreased water content will reduce the Bacillus-like bacterial counts, resulting in decreased pH, γ-PGA, viscosity, and surfactin yield.
Low-water content media leads to insufficient water activity, insufficient nutrient utilization, and high swelling and water tension (Jin et al., 2019). The 45% water group had insufficient bacterial count due to insufficient fermentation water, so pH, γ-PGA, surfactin, viscosity, and odor were the lowest (P < 0.05). Therefore, a certain amount of water is still required to make the fermentation quality reach a certain level. When fermented in the 55% water group, its protease activity was the same as that in the 60% group (P > 0.05), indicating that it has a particular decomposition ability.
Growth Performance
Table 7 showed the effects of different water content FFMSP on the growth performance of broilers. Broilers fed diets supplemented with fermentation under 50% to 60% water content had significantly higher body weight gain and feed intake than those in the control group (P < 0.05) and reached the comparable level of the fish meal group (P > 0.05) during 0 to 21 d of age. In the 45% water content fermented group, only the body weight gain was higher than that in the control group (P < 0.05). During 0 to 35 d of age, the body weight gain, FCR, and PEF of diets supplemented with 50% to 60% water content fermented group were significantly higher than those in the control group (P < 0.05) and reached the comparable level as the fish meal group (P > 0.05).
Table 7.
Fish meal | Control2 | Water content3, % |
SEM | ||||
---|---|---|---|---|---|---|---|
45 | 50 | 55 | 60 | ||||
0 to 21 d | |||||||
Weight gain, g/bird | 769ab | 704c | 741b | 790a | 783a | 795a | 12 |
Feed intake, g/bird | 1,038ab | 979c | 993bc | 1,067a | 1,060a | 1,058a | 18 |
Feed conversion ratio, feed intake/weight gain | 1.34 | 1.39 | 1.34 | 1.35 | 1.35 | 1.33 | 0.02 |
21 to 35 d | |||||||
Weight gain, g/bird | 1,156 | 1,130 | 1,134 | 1,142 | 1,185 | 1,180 | 19 |
Feed intake, g/bird | 2,106 | 2,125 | 2,102 | 2,008 | 2,069 | 2,116 | 37 |
Feed conversion ratio, feed intake/weight gain | 1.82 | 1.88 | 1.85 | 1.76 | 1.75 | 1.80 | 0.04 |
0 to 35 d | |||||||
Weight gain, g/bird | 1,926ab | 1,835c | 1,876bc | 1,933a | 1,969a | 1,975a | 17 |
Feed intake, g/bird | 3,144 | 3,104 | 3,095 | 3,076 | 3,129 | 3,174 | 37 |
Feed conversion ratio, feed intake/weight gain | 1.63ab | 1.69a | 1.65ab | 1.59b | 1.59b | 1.61b | 0.02 |
Survival rate, % | 100 | 97.5 | 100 | 100 | 97.5 | 100 | – |
PEF4 | 355ab | 319c | 343b | 366ab | 363ab | 371a | 8 |
Means in the same row with different superscripts are significantly different (P < 0.05).
Data are means of 4 pens of broilers, each pen was used 10 broilers.
Control: Unfermented feather meal-soybean meal product.
Fermented feather meal-soybean meal product (FFSMP) produced by CU33 with 45, 50, or 60% water content during fermentation.
Production efficiency factor, PEF = (Survival rate (%) × BW (kg))/(age (d) × feed conversion ratio) × 100.
The 60% water content group was significantly better than the control group in WG and FI during 0 to 21-d-old. That was the same as the result of trial 1. It was again proved that the fermented feather meal-soybean meal product of CU33 can promote the growth of broilers and achieve the comparable level of a high-quality fishmeal (P > 0.05). In this experiment, when the medium water content was reduced to 45%, the WG of broilers during 0 to 21-d-old was still significantly better than that of the control group (P < 0.05). It means that CU33 is positive on the growth performance of broilers. When its water content reached 50% or more, its effect on performance was better than the 45% group (P < 0.05). At the whole feeding period, there was no significant difference in growth performance between broilers fed the fermented on 50% to 60% water content group and the fish meal group (P > 0.05). The study proved that FFSMP fermented under fit water content could have feeding value like fish meal for broilers and have the potential to become a high-quality protein source for animal. In terms of effectively decomposing feather meal, increasing the fermentation water can obtain higher bacterial count, γ-PGA, surfactin yield, and protease activity. However, the higher the water content, the heavier the odor, and water content between 50% and 60% had no significant difference on growth performance, we suggested that 50% water content was more suitable water for the production of fermented products, environmental protection, and growth performance.
Carcass Traits
Table 8 showed the effects of FFMSP with different water content on the carcass traits of broilers. The relative gizzard, and intestinal weight of the broilers in control group were significantly higher than those of the fish meal group (P < 0.05), and the other groups were between them (P > 0.05). Since fermented product is more digestible in chickens (Alshelmani et al., 2016,2017), the live weight of the fish meal group and 55% or 60% fermented supplement groups heavier than that of the control group, although feed intake had no significant difference (P > 0.05), Due to the less digestible ingredient of 5% unfermented feather meal-soybean meal product in the control group caused more intensified enzyme secretion and contraction movement in digestive process, hence the relative weight of tract was higher than those of the fish meal group (P < 0.05), while those of the fermentation groups were between them.
Table 8.
Fish meal | Control2 | Water content3, % |
SEM | ||||
---|---|---|---|---|---|---|---|
45 | 50 | 55 | 60 | ||||
Live weight, g | 1,994a | 1,897b | 1,884b | 2,048a | 2,061a | 2,047a | 28 |
Relative weight, g/100 g of body weight | |||||||
Dressing | 83.2 | 82.1 | 82.3 | 82.4 | 83.0 | 83.0 | 0.5 |
Heart | 0.57 | 0.56 | 0.57 | 0.56 | 0.54 | 0.55 | 0.03 |
Liver | 2.28 | 2.47 | 2.32 | 2.42 | 2.44 | 2.35 | 0.07 |
Proventriculus + gizzard | 2.82b | 3.29a | 2.99b | 3.01b | 2.83b | 2.93b | 0.06 |
Intestinal | 5.54b | 6.62a | 6.00ab | 6.11ab | 6.04ab | 6.03ab | 0.18 |
Abdominal fat | 1.46 | 1.47 | 1.45 | 1.54 | 1.56 | 1.53 | 0.09 |
Breast | 18.7 | 18.6 | 18.2 | 18.5 | 18.5 | 19.2 | 0.32 |
Thigh | 21.5 | 20.2 | 21.0 | 21.1 | 20.9 | 20.3 | 0.42 |
Means in the same row with different superscripts are significantly different (P < 0.05).
Data are means of 4 pens of broilers, each pen was used 2 broilers.
Control: Unfermented feather meal-soybean meal product.
Fermented feather meal-soybean meal product (FFSMP) produced by CU33 with 45, 50, or 60% water content during fermentation.
Clinical Blood Biochemistry
Table 9 showed the effects of different water content FFMSP on clinical blood biochemistry of broilers. The T-Bili content in the fish meal group was significantly higher than that in the other groups (P < 0.05). BUN and creatinine in the fermentation group were significantly lower and higher than those in the control group, respectively (P < 0.05).
Table 9.
Fish meal | Control2 | Water content,3 % |
SEM | ||||
---|---|---|---|---|---|---|---|
45 | 50 | 55 | 60 | ||||
Aspartate aminotransferase, U/L | 269 | 254 | 246 | 256 | 245 | 229 | 18 |
Alanine aminotransferase, U/L | 2.78 | 2.30 | 2.56 | 2.75 | 2.38 | 2.63 | 0.17 |
Creatine kinase, U/L | 7,150 | 5,804 | 7,420 | 7,807 | 7,042 | 6,708 | 619 |
Lactate dehydrogenase, U/L | 859 | 730 | 688 | 763 | 899 | 706 | 62 |
Glucose, mg/dL | 184 | 173 | 170 | 193 | 183 | 200 | 8 |
Total bilirubin | 0.99a | 0.75b | 0.83b | 0.82b | 0.81b | 0.72b | 0.05 |
Direct bilirubin | 0.093 | 0.091 | 0.079 | 0.08 | 0.076 | 0.076 | 0.008 |
Total protein, g/dL | 2.77 | 2.86 | 2.84 | 2.95 | 2.80 | 2.93 | 0.01 |
Blood urea nitrogen, mg/dL | 1.64bc | 2.05a | 1.69b | 1.61bc | 1.67b | 1.34c | 0.10 |
Creatinine, mg/dL | 0.39a | 0.32b | 0.36a | 0.37a | 0.36a | 0.38a | 0.01 |
Uric Acid, mg/dL | 4.20 | 3.43 | 3.80 | 3.41 | 4.56 | 3.83 | 0.51 |
Cholesterol, mg/dL | 131 | 127 | 136 | 134 | 131 | 133 | 5 |
Triglycerid, mg/dL | 23.4 | 22.2 | 21.8 | 23.8 | 24.6 | 25.5 | 4.8 |
Means in the same row with different superscripts are significantly different (P < 0.05).
Data are means of 4 pens of broilers, each pen was used 2 broilers.
Control: Unfermented feather meal-soybean meal product.
Fermented feather meal-soybean meal product (FFSMP) produced by CU33 with 45, 50, or 60% water content during fermentation.
UA, BUN, and creatinine are important indicators for evaluating animal kidney function (Abdelhalim et al., 2020). BUN is the end product of protein metabolism in the body, while creatinine is a nonprotein nitrogen product after muscle formation (Adewole et al., 2021). Since the amino acid composition and essential amino acid content of the fish meal and fermented products were significantly better than those of the control group, lower BUN content and higher creatinine content reflected a better body weight gain. The overall clinical enzymes among the groups were no significant difference (P > 0.05). The T-Bili in the blood includes D-Bili and indirect bilirubin, and it is usually used as an indicator of liver damage (Ruiz et al., 2021). Although the fish meal group had higher T-Bili than the other groups (P < 0.05), the D-Bili after liver treatment was normal. It indicated that the ability of liver to metabolize bilirubin was normal. The reason for the higher T-Bili in the fish meal group remains to be explored in subsequent studies. The fermented products produced by CU33 with 45% to 60% water content had no adverse effects on animal tissues, organs, and physiology, indicating the safety in utilization.
Gut Morphology
Table 10 showed the effects of different water content FFMSP on the gut morphology of broilers. The duodenal villus height was significantly lower in the control group than that in the 55% water content group and the fish meal group (P < 0.05).
Table 10.
Fish meal | Control2 | Water content,3 % |
SEM | ||||
---|---|---|---|---|---|---|---|
45% | 50% | 55% | 60% | ||||
Duodenum | |||||||
Villus height, μm | 1,717a | 1,448b | 1,575ab | 1,557ab | 1,641a | 1,626ab | 43 |
Crypt depth, μm | 177b | 221a | 183b | 175b | 164b | 161b | 6 |
Villous height: crypt depth | 9.74a | 6.59b | 8.67a | 9.14a | 10.2a | 10.2a | 0.5 |
Surface area, mm2 | 0.33 | 0.28 | 0.28 | 0.29 | 0.29 | 0.29 | 0.02 |
Jejunum | |||||||
Villus height, μm | 1,423 | 1,391 | 1,467 | 1,472 | 1,514 | 1,499 | 53 |
Crypt depth, μm | 153 | 160.9 | 155 | 146 | 163 | 160 | 6 |
Villous height: crypt depth | 9.39 | 8.74 | 9.21 | 10.1 | 9.34 | 9.37 | 0.35 |
Surface area, mm2 | 0.26 | 0.23 | 0.23 | 0.22 | 0.23 | 0.23 | 0.02 |
Ileum | |||||||
Villus height, μm | 842 | 775 | 803 | 819 | 864 | 867 | 25 |
Crypt depth, μm | 134 | 146 | 149 | 142 | 136 | 138 | 9 |
Villous height: crypt depth | 6.44 | 5.4 | 5.56 | 6.03 | 6.51 | 6.37 | 0.36 |
Surface area, mm2 | 0.15 | 0.13 | 0.14 | 0.15 | 0.16 | 0.16 | 0.008 |
Means in the same row with different superscripts are significantly different (P < 0.05).
Data are means of 4 pens of broilers, each pen was used 2 broilers.
Control: Unfermented feather meal-soybean meal product.
Fermented feather meal-soybean meal product (FFSMP) produced by CU33 with 45, 50, or 60% water content during fermentation.
Deeper crypts indicate higher intestinal cell turnover (Ząbek et al., 2020) and faster tissue replacement (Berrocoso et al., 2017; Ząbek et al., 2020). Therefore, a deeper nest depth will increase nutrient require gut maintenance and reduce bird performance. In contrast, increased villus height and VH/CD ratio reflect an increase replacement and well-differentiated intestinal mucosal epithelial cells hence increase digestibility and absorptivity (Boontiam et al., 2017; Wu et al., 2020). In this experiment, the duodenal villus height, crypt depth and VH/CD ratio were the lowest in control group among all the groups reflecting the lowest 0 to 35-d-old weight gain and worst FCR performance (P < 0.05). It is confirmed that fermented feed can improve the duodenal tissue type, promote digestion and absorption, resulted in better chickens growth.
CONCLUSION
In conclusion, CU33 inoculated in feather meal-soybean meal fermentation shows the best degradation rate and keratinase activity for feather. After 2 d of aerobic fermentation, the protease activity, surfactin yield, total essential amino acids, lysine, and histidine of FFSMP produced by CU33 have the best performance. FFSMP with a water content of 50% to 60% during fermentation can promote the growth of broilers by improving the morphology of the duodenum.
Acknowledgments
FUNDING
This research was funded by the Council of Agriculture, grant number 101AS-2.1.4-AD-U1.
DISCLOSURES
The authors declare no conflicts of interest.
References
- Abdelhalim M.A.K., Qaid H.A., Al-Mohy Y.H., Ghannam M.M. The protective roles of vitamin E and alpha-lipoic acid against nephrotoxicity, lipid peroxidation, and inflammatory damage induced by gold nanoparticles. Int. J. Nanotechnol. Nanomed. 2020;15:729–734. doi: 10.2147/IJN.S192740. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Adewole D.I., Oladokun S., Santin E. Effect of organic acids-essential oils blend and oat fiber combination on broiler chicken growth performance, blood parameters, and intestinal health. Anim. Nutr. 2021;7:1039–1051. doi: 10.1016/j.aninu.2021.02.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Akiba Y., Jensen L.S., Bart C.R., Kraeling R.R. Plasma estradiol, thyroid hormones and liver lipids determination in birds. J. Nutr. 1982;112:299–308. doi: 10.1093/jn/112.2.299. [DOI] [PubMed] [Google Scholar]
- Alam M.J., Islam M., Jeon C.O., Lee K., Kim S.H., Yang C.J., Kabir M.E., Lee S.S. In vitro assessment of probiotic potential of selected bacteria isolated from pig faeces with potential application of odour reduction. Int. J. Vet. Sci. 2021;9:22–30. doi: 10.1080/23144599.2021.1936962. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Alshelmani M.I., Loh T.C., Foo H.L., Sazili A.Q., Lau W.H. Effect of feeding different levels of palm kernel cake fermented by Paenibacillus polymyxa ATCC 842 on nutrient digestibility, intestinal morphology and gut microflora in broiler chickens. Anim. Feed Sci. Technol. 2016;216:216–224. [Google Scholar]
- Alshelmani M.I., Loh T.C., Foo H.L., Sazili A.Q., Lau W.H. Effect of feeding different levels of palm kernel cake fermented by Paenibacillus polymyxa ATCC 842 on broiler growth performance, blood biochemistry, carcass characteristics and meat quality. Anim. Prod. Sci. 2017;57:839–848. [Google Scholar]
- AOAC International . AOAC Int.; Gaithersburg, MD: 1990. Official Methods of Analysis. [Google Scholar]
- Aviagen . Aviagen Inc.; Huntsville, AL: 2018. Arbor Acres Broiler Management Manual. [Google Scholar]
- Babatunde O.O., Park C.S., Adeola O. Nutritional potentials of atypical feed ingredients for broiler chickens and pigs. Animals. 2021;11:1196. doi: 10.3390/ani11051196. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Banat I.M., Rienzo M.A.D.D., Quinn G.A. Microbial biofilms: biosurfactants as antibiofilm agents. Appl. Microbiol. Biotechnol. 2014;98:9915–9929. doi: 10.1007/s00253-014-6169-6. [DOI] [PubMed] [Google Scholar]
- Bastos T.S., de Lima D.C., Souza C.M.M., Maiorka A., de Oliveira S.G., Bittencourt L.C., Félix A.P. Bacillus subtilis and Bacillus licheniformis reduce faecal protein catabolites concentration and odour in dogs. BMC Vet. Res. 2020;16:1–8. doi: 10.1186/s12917-020-02321-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Berendsen E.M., Koning R.A., Boekhorst J., de Jong A., Kuipers O.P., Wells-Bennik M.H.J. High-level heat resistance of spores of Bacillus amyloliquefaciens and Bacillus licheniformis results from the presence of a spoVA operon in a Tn1546 transposon. Front. Microbiol. 2016;7:1912. doi: 10.3389/fmicb.2016.01912. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Berrocoso J.D., Kida R., Singh A.K., Kim Y.S., Jha R. Effect of in ovo injection of raffinoseon growth performance and gut health parameters of broiler chicken. Poult. Sci. 2017;96:1573–1580. doi: 10.3382/ps/pew430. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Boontiam W., Jung B., Kim Y.Y. Effects of lysophospholipid supplementation to lower nutrient diets on growth performance, intestinal morphology, and blood metabolites in broiler chickens. Poult. Sci. 2017;96:593–601. doi: 10.3382/ps/pew269. [DOI] [PubMed] [Google Scholar]
- Bose A., Pathan S., Pathak K., Keharia H. Keratinolytic protease production by Bacillus amyloliquefaciens 6B using feather meal as substrate and application of feather hydrolysate as organic nitrogen input for agricultural soil. Waste Biomass Valorization. 2014;5:595–605. [Google Scholar]
- Cai D., He P., Lu X., Zhu C., Zhu J., Zhan Y., Wang Q., Wen Z., Chen S. A novel approach to improve poly-γ-glutamic acid production by NADPH regeneration in Bacillus licheniformis WX-02. Sci. Rep. 2017;7:1–9. doi: 10.1038/srep43404. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Callegaro K., Brandelli A., Daroit D.J. Beyond plucking: feathers bioprocessing into valuable protein hydrolysates. Waste Manag. 2019;95:399–415. doi: 10.1016/j.wasman.2019.06.040. [DOI] [PubMed] [Google Scholar]
- Chen K.L., Kho W.L., You S.H., Yeh R.H., Tang S.W., Hsieh C.W. Effects of Bacillus subtilis var. natto and Saccharomyces cerevisiae mixed fermented feed on the enhanced growth performance of broilers. Poult. Sci. 2009;88:309–315. doi: 10.3382/ps.2008-00224. [DOI] [PubMed] [Google Scholar]
- Chettri R., Bhutia M.O., Tamang J.P. Poly-γ-glutamic acid (PGA)-producing Bacillus species isolated from kinema, Indian fermented soybean food. Front. Microbiol. 2016;7:971. doi: 10.3389/fmicb.2016.00971. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chi C.H., Cho S.J. Improvement of bioactivity of soybean meal by solidstate fermentation with Bacillus amyloliquefaciens versus Lactobacillus spp. and Saccharomyces cerevisiae. Lebensm. Wiss. Technol. 2016;68:619–625. [Google Scholar]
- Chiou P.W.S., Chen C.L., Chen K.L., Wu C.P. Effect of high dietary copper on the morphology of gastro-intestinal tract in broiler chickens. Asian-Australas. J. Anim. Sci. 1999;12:548–553. [Google Scholar]
- Daroit D.J., Brandelli A. A current assessment on the production of bacterial keratinases. Crit. Rev. Biotechnol. 2013;34:372–384. doi: 10.3109/07388551.2013.794768. [DOI] [PubMed] [Google Scholar]
- Elliott A.C., Hynan L.S. A SAS® macro implementation of a multiple comparison post hoc test for a Kruskal–Wallis analysis. Comput. Methods Programs Biomed. 2011;102:75–80. doi: 10.1016/j.cmpb.2010.11.002. [DOI] [PubMed] [Google Scholar]
- Elshaghabee F.M., Rokana N., Gulhane R.D., Sharma C., Panwar H. Bacillus as potential probiotics: status, concerns, and future perspectives. Front. Microbiol. 2017;8:1490. doi: 10.3389/fmicb.2017.01490. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fakhfakh N., Ktari N., Haddar A., Mnif I.H., Dahmen I., Nasri M. Total solubilisation of the chicken feathers by fermentation with a keratinolytic bacterium, Bacillus pumilus A1, and the production of protein hydrolysate with high antioxidative activity. Process Biochem. 2011;46:1731–1737. [Google Scholar]
- Goto A., Kunioka M. Biosynthesis and hydrolysis of poly (c-glutamic acid) from Bacillus subtilis IFO 3335. Biosci. Biotechnol. Biochem. 1992;56:1031–1035. doi: 10.1271/bbb.56.1031. [DOI] [PubMed] [Google Scholar]
- Hassan M.A., Abol-Fotouh D., Omer A.M., Tamer T.M., Abbas E. Comprehensive insights into microbial keratinases and their implication in various biotechnological and industrial sectors: a review. Int. J. Biol. Macromol. 2020;154:567–583. doi: 10.1016/j.ijbiomac.2020.03.116. [DOI] [PubMed] [Google Scholar]
- Huang H.J., Weng B.C., Hsuuw Y.D., Lee Y.S., Chen K.L. Dietary supplementation of two-stage fermented feather-soybean meal product on growth performance and immunity in finishing pigs. Animals. 2021;11:1527. doi: 10.3390/ani11061527. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hyatt D., Chen G.L., LoCascio P.F., Land M.L., Larimer F.W., Hauser L.J. Prodigal: prokaryotic gene recognition and translation initiation site identification. BMC Bioinf. 2010;11:119. doi: 10.1186/1471-2105-11-119. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jelacic T.M., Ribot W.J., Chua J., Boyer A.E., Woolfitt A.R., Barr J.R., Friedlander A.M. Human innate immune cells respond differentially to poly-γ-glutamic acid polymers from Bacillus anthracis and nonpathogenic Bacillus species. J. Immunol. 2020;204:1263–1273. doi: 10.4049/jimmunol.1901066. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jin G., Zhu Y., Rinzema A., Wijffels R.H., Ge X., Xu Y. Water dynamics during solid-state fermentation by Aspergillus oryzae YH6. Bioresour. Technol. 2019;277:68–76. doi: 10.1016/j.biortech.2019.01.038. [DOI] [PubMed] [Google Scholar]
- Kang D., Herschend J., Al-Soud W.A., Mortensen M.S., Gonzalo M., Jacquiod S., Sørensen S.J. Enrichment and characterization of an environmental microbial consortium displaying efficient keratinolytic activity. Bioresour. Technol. 2018;270:303–310. doi: 10.1016/j.biortech.2018.09.006. [DOI] [PubMed] [Google Scholar]
- Li C.Y, Lu J.J., Wu C.P., Lien T.F. Effects of probiotics and bremelain fermented soybean meal replacing fish meal on growth performance, nutrient retention and carcass traits of broilers. Livest. Sci. 2014;163:94–101. [Google Scholar]
- Li L., Liu Y., Jiang L., Ding S., Chen G., Liang Z., Zeng W. Effects of cell physiological structure on the fermentation broth viscosity during poly-γ-glutamic acid production by Bacillus subtilis GXA-28. Appl. Biochem. Biotechnol. 2021;193:271–280. doi: 10.1007/s12010-020-03418-3. [DOI] [PubMed] [Google Scholar]
- Luo Z., Guo Y., Liu J., Qiu H., Zhao M., Zou W., Li S. Microbial synthesis of poly-γ-glutamic acid: current progress, challenges, and future perspectives. Biotechnol. Biofuels. 2016;9:134. doi: 10.1186/s13068-016-0537-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nnolim N.E., Udenigwe C.C., Okoh A.I., Nwodo U.U. Microbial keratinase: next generation green catalyst and prospective applications. Front. Microbiol. 2020;11 doi: 10.3389/fmicb.2020.580164. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Oguntoyinbo F.A., Sanni A.I., Franz C.M.A.P., Holzapfel W.H. In vitro fermentation studies for selection and evaluation of Bacillus strains as starter cultures for the production of okpehe, a traditional African fermented condiment. Int. J. Food Microbiol. 2007;113:208–218. doi: 10.1016/j.ijfoodmicro.2006.07.006. [DOI] [PubMed] [Google Scholar]
- Ruiz A.R.G., Crespo J., Martínez R.M.L., Iruzubieta P., Mercadal G.C., Garcés M.L., Lavin B., Ruiz M.M. Measurement and clinical usefulness of bilirubin in liver disease. Adv. Lab. Med. Avances En Medicina De Laboratorio. 2021;2:352–361. doi: 10.1515/almed-2021-0047. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Saarela M., Berlin M., Nygren H., Lahtinen P., Honkapää K., Lantto R., Maukonen J. Characterization of feather-degrading bacterial populations from birds’ nests - potential strains for biomass production for animal feed. Int. Biodeter. Biodegrad. 2017;123:262–268. [Google Scholar]
- Sakamoto K., Hirose H., Onizuka A., Hayashi M., Futamura N., Kawamura Y., Ezaki T. Quantitative study of changes in intestinal morphology and mucus gel on total parenteral nutrition in rats. J. Surg. Res. 2000;94:99–106. doi: 10.1006/jsre.2000.5937. [DOI] [PubMed] [Google Scholar]
- SAS Institute . 1st ed. SAS Institute Inc.; Cary, NC: 2004. SAS/STAT User's Guide: Statistics; pp. 1731–1747. [Google Scholar]
- Secades P., Guijarro J.A. Purification and characterization of an extracellular protease from the fish pathogen Yersinia ruckeri and effect of culture conditions on production. Appl. Environ. Microbiol. 1999;65:3969–3975. doi: 10.1128/aem.65.9.3969-3975.1999. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sharma K.M., Kumar R., Panwar S., Kumar A. Microbial alkaline proteases: optimization of production parameters and their properties. J. Genet. Eng. Biotechnol. 2017;15:115–126. doi: 10.1016/j.jgeb.2017.02.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sharma R., Garg P., Kumar P., Bhatia S.K., Kulshrestha S. Microbial fermentation and its role in quality improvement of fermented foods. Fermentation. 2020;6:106. [Google Scholar]
- Sivakumar N., Raveendran S. Keratin degradation by bacteria and fungi isolated from a poultry farm and plumage. Br. Poult. Sci. 2015;56:210–217. doi: 10.1080/00071668.2014.996119. [DOI] [PubMed] [Google Scholar]
- Sun D., Liao J., Sun L., Wang Y., Liu Y., Deng Q., Zhang N., Xu D., Fang Z., Wang W., Gooneratne R. Effect of media and fermentation conditions on surfactin and iturin homologues produced by Bacillus natto NT-6: LC-MS analysis. AMB Expr. 2019;9:120. doi: 10.1186/s13568-019-0845-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Teng D., Gao M., Yang Y., Liu B., Tian Z., Wang J. Bio-modification of soybean meal with Bacillus subtilis or Aspergillus oryzae. Biocatal. Agric. Biotechnol. 2012;1:32–38. [Google Scholar]
- Uni Z., Noy Y., Sklan D. Posthatch changes in morphology and function of the small intestines in heavy- and light-strain Chicks. Poult. Sci. 1995;74:1622–1629. doi: 10.3382/ps.0741622. [DOI] [PubMed] [Google Scholar]
- Verma A., Singh H., Anwar S., Chattopadhyay A., Tiwari K.K., Kaur S., Dhilon G.S. Microbial keratinases: industrial enzymes with waste management potential. Crit. Rev. Biotechnol. 2017;37:476–491. doi: 10.1080/07388551.2016.1185388. [DOI] [PubMed] [Google Scholar]
- Wu P., Golly M.K., Guo Y., Ma H., He R., Luo X., Luo S., Zhang C., Zhang L., Zhu J. Effect of partial replacement of soybean meal with high-temperature fermented soybean meal in antibiotic-growth-promoter-free diets on growth performance, organ weights, serum indexes, intestinal flora and histomorphology of broiler chickens. Anim. Feed Sci. Technol. 2020;269 [Google Scholar]
- Yeh R.H., Hsieh C.W., Chen K.L. Screening lactic acid bacteria to manufacture two-stage fermented feed and pelleting to investigate the feeding effect on broilers. Poult. Sci. 2018;97:236–246. doi: 10.3382/ps/pex300. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ząbek K., Szkopek D., Michalczuk M., Konieczka P. Dietary phytogenic combination with hops and a mixture of a free butyrate acidifier and gluconic acid maintaining the health status of the gut and performance in chickens. Animals. 2020;10:1335. doi: 10.3390/ani10081335. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zanotto A.W., Valério A., de Andrade C.J., Pastore G.M. New sustainable alternatives to reduce the production costs for surfactin 50 years after the discovery. Appl. Microbiol. Biotechnol. 2019;103:8647–8656. doi: 10.1007/s00253-019-10123-7. [DOI] [PubMed] [Google Scholar]