Effect of Fermented Products Produced by Bacillus licheniformis on the Growth Performance and Cecal Microbial Community of Broilers under Coccidial Challenge
by
, ,
Yeong-Hsiang Cheng
1
,
Yi-Bing Horng
1,
Wei-Jung Chen
1,
Kuo-Feng Hua
1,
Andrzej Dybus
2 and
Yu-Hsiang Yu
1,* 1
Department of Biotechnology and Animal Science, National Ilan University, Yilan 26047, Taiwan
2
Department of Genetics, West Pomeranian University of Technology, 70-310 Szczecin, Poland
*
Author to whom correspondence should be addressed.
Animals 2021, 11(5), 1245; https://0-doi-org.brum.beds.ac.uk/10.3390/ani11051245
Submission received: 19 March 2021
/
Revised: 21 April 2021
/
Accepted: 23 April 2021
/
Published: 26 April 2021
(This article belongs to the Special Issue The Microbiome in Animal Health and Nutrition)
Abstract
:Simple Summary
Coccidiosis is a severe parasitic disease of poultry caused by parasites of the genus Eimeria. Eimeria species infection disrupts the intestinal microbiota of broilers, thereby reducing gut health and growth performance. Continuous use of anti-coccidial drugs leads to the selection of drug-resistant strains of Eimeria. Therefore, developing substitutes for anti-coccidial drugs is an urgent, unmet need. Fermented products produced by Bacillus licheniformis containing probiotics and antimicrobial peptides can modulate the gut microbiota of broilers. However, little is known about the effect of fermented products produced by B. licheniformis on the health, growth, and gut microbial community of broilers exposed to coccidial challenge. In this study, the anti-coccidial and gut microbiota modulatory effect of fermented products produced by B. licheniformis on broilers was evaluated. Results showed that Bacillus licheniformis-fermented product supplementation improved average daily gain at 21 to 35 days of age and regulated the cecal microbial community of broilers exposed to coccidial challenge compared with coccidial challenge alone group.
Abstract
This study investigated the effects of fermented products produced by Bacillus licheniformis (fermented products) on the growth performance and cecal microbial community in broilers exposed to coccidial challenge. A total of 108 one-day-old male broiler chicks (Ross 308) were randomly allotted to one of three treatments. Each treatment was distributed into six replicate cages with six birds each. The treatments consisted of a basal diet without treatment (NC), basal diet plus coccidial challenge (PC), and basal diet plus the coccidial challenge and 1 g/kg of fermented products (FP). The results indicated that FP increased the average daily gain of broilers at 21 to 35 days of age compared with the PC group (p < 0.05). The anti-coccidia index in the FP group was elevated compared with the PC group (p < 0.05). Principal coordinate analysis showed significant segregation in bacterial community composition in the cecal digesta among the groups. The genus Lactobacillus was more abundant in the cecal digesta of the FP group compared with the PC group (p < 0.05). There was a positive correlation between the abundance of the genus Lactobacillus in the cecal digesta and growth performance (body weight, average daily gain, and average feed intake). Furthermore, the abundance of the genus Lactobacillus in the cecal digesta was positively associated with the cecal short-chain fatty acid levels (formic acid, acetic acid, propionic acid, butyric acid, and isobutyric acid). These findings suggest that fermented products produced by B. licheniformis can ameliorate the average daily gain of broilers exposed to coccidial challenge. B. licheniformis-fermented product supplementation increases anti-coccidial activity and modulates gut microbiota composition by increasing beneficial microbes and decreasing harmful microbes in broilers under coccidial challenge.
1. Introduction
Coccidiosis is a severe enteric disease in poultry caused mainly by protozoa from the Eimeria genus. Coccidiosis costs the poultry industry about 3 billion US dollars annually worldwide due to high mortality, impaired growth, and high medical costs [1]. Anti-coccidial drugs have been widely used to control coccidiosis, but drug resistance of Eimeria species in chickens has become prevalent worldwide. Because of the disadvantages of current anti-coccidial drugs and vaccines [2], alternative strategies to prevent coccidiosis in broilers are an urgent and unmet need in the poultry industry. Several natural products, such as medicinal plants, herbal extracts, essential oils, organic acids, and probiotics, have been reported to have beneficial effects for the prevention of coccidiosis [3,4,5,6,7,8].
Bacillus licheniformis, a Gram-positive endospore-forming probiotic, has either been observed or isolated from the digestive tract of broilers [6]. Dietary supplementation with B. licheniformis ameliorates the growth performance and relieves necrotic enteritis caused by Clostridium perfringens in broilers [9,10,11]. However, the beneficial effects of B. licheniformis as probiotics in broilers infected with coccidian parasites are still limited. Only one study reported that B. licheniformis can improve body weight gain, intestinal lesion score, and fecal oocysts in broilers challenged with mixed coccidia infection [12]. The underlying mechanisms of how B. licheniformis prevents coccidiosis of broilers are still unclear.
The commercial feed additive of B. licheniformis is mainly produced by liquid-state fermentation and fermented products (B. licheniformis spores only, without functional metabolites) are then directly mixed into the diet. Compared with liquid-state fermentation, our previous study demonstrated that B. licheniformis can be produced by solid-state fermentation. Fermented products contain B. licheniformis spores and functional metabolites (antimicrobial cyclic lipopeptide) [13]. Furthermore, B. licheniformis-fermented products also display antimicrobial activity against C. perfringens and Brachyspira hyodysenteriae in vitro [13,14]. Dietary supplementation with fermented products produced by B. licheniformis can ameliorate growth performance, alleviate necrotic lesions, and improve intestinal morphology in broilers exposed to C. perfringens challenge [15,16].
In addition, fermented products also modulate intestinal bacterial composition in broilers [15]. It has been reported that Eimeria tenella infection induces perturbation of the cecal microbiota in different strains of broilers by elevating pathogenic bacteria abundance and reducing beneficial bacteria abundance [17,18]. Therefore, based on our previous studies, we hypothesize that fermented products might alleviate coccidiosis by normalizing the cecal microbiota composition of broilers.
The specific objectives of the present study were to investigate the effects of fermented products produced by B. licheniformis on growth performance and cecal microbial community in broilers exposed to coccidial challenge. The findings provide a basis for the use of B. licheniformis-fermented products as a possible method for preventing coccidia in poultry.
2. Materials and Methods
The Institutional Animal Care and Use Committee of National Ilan University reviewed and approved the animal protocol for the current study (IACUC, protocol number 107-12).
2.1. Experimental Design
The fermented products were produced in our previous study and the concentration of B. licheniformis and B. licheniformis-derived antimicrobial cyclic lipopeptide (surfactin) in fermented products were 5 × 1011 CFU/g and 10 mg/g, respectively [16]. A total of 108 one-day-old male broiler chicks (Ross 308) obtained from a local commercial hatchery with an average body weight of 43.96 ± 0.05 g were randomly allotted to one of three treatments in a completely randomized design. Each treatment was distributed into six replicate cages with six birds each. Broilers were reared in stainless-steel, temperature-controlled cages (190 cm × 50 cm × 35 cm).
The treatments consisted of (1) basal diet without treatment (NC), (2) basal diet plus coccidial challenge (PC), and (3) basal diet plus the coccidial challenge and 1 g/kg of fermented products (FP). The experimental diets were formulated to meet or exceed the requirements of birds according to National Research Council recommendations (Nutrient Requirements for Poultry, 1994, Table 1). In the FP group, the soybean meal in the basal diet was replaced with fermented products equally. No coccidiostats and antibiotics were included in the diets. The broilers were on the test diets from 1 to 35 days of age. The feeding program had two phases that spanned days 1–20 and days 21–35.
The birds were given drinking water and feed ad libitum. A 23 light: 1 dark photoperiod was applied for the first week and then a 20 light: 4 dark photoperiod was applied after the first week. Ambient temperature on days 1 to 3 was set at 33 °C and gradually reduced to 30 °C on days 4 to 7, 27 °C on days 8 to 14, and 24 °C on days 15 to 35.
Newcastle disease–infectious bronchitis vaccination programs were performed on days 4 and 14 by nose drop administration (multivalent vaccine containing live Newcastle disease virus, B1 type, B1 strain and live IB virus, Massachusetts and Connecticut serotypes, Zoetis, Parsippany, NJ, USA). The commercial coccidial vaccine (Coccidiosis Quadrivalent Vaccine for Chickens, Guangdong Wens Dahuanong Biotechnology, Guangdong, China) containing anti-coccidial-sensitive strains of E. tenella, E. maxima, E. necatrix, and E. acervulina is a live oocyst isolated from chickens. A dose of the vaccine (1×), as recommended by the manufacturer, contains approximately 1100 oocysts. To mimic the Eimeria species challenge, a 10× dose of the commercial coccidial vaccine (approximately 11,000 oocysts and dissolved in distilled water) was administered to broilers in challenged groups (PC and FP) by oral gavage on day 14, whereas birds in the unchallenged group (NC) were orally gavaged with distilled water. Body weight and feed intake on a pen basis were evaluated every week and every day, respectively. The growth performance (average body weight, average daily gain, average daily feed intake, and feed conversion ratio) was calculated from two feeding phases (days 1–20 and days 21–35). The mortality of broilers was monitored daily.
2.2. Evaluation of Anti-Coccidial Index
The anti-coccidial index (ACI) was calculated based on the following formula, ACI = [relative body weight gain (RBWG, %) + survival rate (SR, %)] − [lesion score index (LSI) + oocyst count index (OI)]. The RBWG and SR of all broilers were recorded from days 14 to 35. For LSI analysis, two broilers per replicate were selected at the end of the experiment (day 35) based on their cage’s average body weight and then euthanized using carbon dioxide inhalation. Both ceca from each broiler were freshly collected for macroscopic LS evaluation using the method established by a previous study [19]. Two broilers per replicate were chosen based on their cage’s average weight for OI analysis. Feces from each broiler were freshly collected daily from days 14 to 35 in an independent cage. After daily fecal sample collection, fresh feces from two broilers were weighed, pooled, suspended in water, and counted on McMaster egg-counting chambers (Vetlab Supplies, West Sussex, United Kingdom). Oocysts per gram of feces (OPG) were calculated from the average of 3 counts of each fecal sample. OI was calculated as follows: 100 × 0.4 × (oocyst counts per group)/oocyst counts for the coccidial challenge alone group.
2.3. 16S Ribosomal RNA Gene Sequencing and Data Processing
For microbiota analysis, two broilers per replicate were chosen at the end of the experiment (day 35) based on their cage’s average weight and then euthanized using carbon dioxide inhalation (birds chosen for microbiota analysis were identical to those for LSI analysis). Fresh digesta from the cecum of two broilers were sampled and pooled from each replicate. Three replicates (n = 3) were used for 16S ribosomal RNA gene sequencing. The total genomic DNA from cecal digesta was extracted and purified using a ZymoBIOMICS DNA Miniprep kit (Zymo Research, Irvine, CA, USA). Total DNA quantitative and qualitative analyses were measured by a Quantus Fluorometer (Promega, Madison, WI, USA) and agarose gel electrophoresis, respectively. The V3–V4 hypervariable region of the 16S rRNA gene from individual samples was amplified using 341F-805R primer (5′-CCTACGGGNGGCWGCAG-3′ and 5′-GACTACHVGGGTATCTAATCC-3′). The PCR amplicons were purified using a QIAquick Gel Extraction kit (QIAGEN, Germantown, MD, USA). Sequencing libraries were produced and sequenced at a read length of 300 nucleotides on a MiSeq platform (Illumina, San Diego, CA, USA). The sequence data were processed using the QIIME 2 software package (version 2017.4, GitHub, San Francisco, CA). High-quality reads were selected and all of the effective reads from all samples were clustered into operational taxonomic units (OTUs) based on 97% sequence similarity using UCHIME (version 4.2, GitHub) and mothur software (version 1.39.5, GitHub). Alpha diversity (richness and evenness) and phylogenetic assignment were accessed using QIIME 2 software (version 2017.4, GitHub) and naïve Bayesian classification method, respectively. The principal component analysis (PCA) and principal coordinate analysis (PCoA) based on the unweighted and weighted UniFrac distance matrices were used to visualize the difference of microbiota among groups using the R packages (version 3.5.0 and version 1.7.13, GitHub). The functions of all the OTUs were predicted by Kyoto Encyclopedia of Genes and Genomes (KEGG) databases using PICRUSt software (version 1.1.4, GitHub). Correlation analysis was performed using the Correlogram (version 0.84, GitHub).
2.4. Cecal Short-Chain Fatty Acid Measurement
For cecal short-chain fatty acid extraction, two broilers per replicate were chosen at the end of the experiment (day 35) based on their cage’s average weight and then euthanized using carbon dioxide inhalation (birds chosen for short-chain fatty acid analysis were identical to those for LSI and microbiota analysis). Fresh digesta from the cecum of two broilers were sampled and pooled from each replicate. Three replicates (n = 3) were used for the quantification of short-chain fatty acid. The short-chain fatty acids were analyzed by gas chromatography-mass spectrometry (Bruker GC-MS System, Burker Corp., Billerica, MA, USA). Briefly, cecal digesta was extracted with 10% isobutanol and homogenized. After centrifugation, the supernatant was isolated and mixed with NaOH and chloroform. The aqueous phase of the mixture was mixed with isobutanol, pyridine, and isobutyl chloroformate and sonicated. The mixture was then extracted with hexane. After centrifugation, the short-chain fatty acid contents in the supernatant were analyzed by gas chromatography-mass spectrometry. The separations were performed on low-bleed GC/MS columns (VF-5ms, 30 m × 0.25 mm; Agilent, Santa Clara, CA, USA) at a flow rate of 1.0 mL/min helium as a carrier gas. The electron energy was 70 eV. The oven temperature was held at 40 °C for 5 min, then ramped to 310 °C at a rate of 10 °C min−1. Injection volumes for all samples and standards were 2.0 L with a 10:1 split ratio. The cecal short-chain fatty acids measured were formic, acetic, propionic, butyric, and isobutyric acid.
2.5. Statistical Analysis
Replicates were considered to be the experimental units. Individual cages were defined as replicates for each determined parameter. The Student’s t-test (two-tailed) was used for intergroup comparison in SAS software (version 9.4, 2012; SAS Institute, Cary, NC, USA). p ≤ 0.05 was considered statistically significant. The PCoA analysis based on UniFrac distances coupled with standard multivariate statistics was assessed. The relationship between the dominant 10 genera, growth performance, and short-chain fatty acid levels was assessed using Pearson’s correlation coefficient (r).
3. Results
3.1. Effect of Fermented Products Produced by B. licheniformis on the Growth Performance, Anti-Coccidial Index, and Cecal Short-Chain Fatty Acid Levels of Broilers Exposed to Coccidial Challenge
No dead birds were observed over the experimental period. The effect of fermented products produced by B. licheniformis on the growth performance of broilers under coccidial challenge is described in Table 2. The PC group had a reduced body weight at 35 days of age compared with the NC group (p = 0.031). The PC group had a reduced average daily weight gain between day 21 and day 35 of age (p = 0.037) and this was also significant during the whole experimental period (day 1 to 35 of age) compared with the NC group (p = 0.031). Fermented product supplementation increased the average daily gain between day 21 and day 35 of age compared with the PC group (p = 0.05). The average daily feed intake was increased between day 21 and day 35 of age (p = 0.012 and p = 0.003) and the whole experiment period (p ≤ 0.001 and p = 0.006) in the PC and FP group compared with the NC group. PC and FP group had a worsened feed conversion ratio at 21 to 35 days of age (p = 0.014 and p = 0.023) and the whole experiment period (p = 0.011 and p = 0.02) compared with the NC group. PC group had a lower anti-coccidial index compared with the NC group (p ≤ 0.001). The anti-coccidial index was increased in the FP group compared with the PC group (p ≤ 0.001). The effect of fermented products on the cecal short-chain fatty acids of broilers at 35 days of age in response to coccidial challenge is described in Table 3. There were no significant differences between the NC and PC group in all short-chain fatty acid levels in cecal digesta. Fermented product supplementation could increase the propionic acid levels in the cecal digesta of broilers compared with the NC and PC group (p = 0.02 and p ≤ 0.001).
3.2. Effect of Fermented Products Produced by B. licheniformis on the Cecal Bacterial Community Composition of Broilers in Response to the Coccidial Challenge
At 35 days of age, the averages of high-quality reads and OTUs from the cecal digesta of broilers fed only a basal diet, basal diet plus coccidial challenge, or basal diet plus coccidial challenge and fermented products were 71,381 and 5235, 72,941 and 6543, 73,972 and 6328, respectively. The PC group had an increased species richness (Chao1, p = 0.016 and Fisher alpha, p = 0.031) and species evenness (Shannon, p = 0.004 and Enspie, p = 0.002) levels in the cecal digesta of broilers compared with the NC group (Table 4). The species richness (Chao1, p = 0.033 and Fisher alpha, p = 0.045) and species evenness (Shannon, P = 0.016) was increased in the FP group in the cecal digesta of broilers compared with the NC group. There were no significant differences between the PC and FP groups in the species richness and species evenness in the cecal digesta of broilers (Table 4). The PCA result revealed that OTU composition among groups was not well-separated (Figure 1a). In contrast, unweighted PCoA (qualitative traits) and weighted PCoA (quantitative traits) exhibited significant segregation in bacterial community composition in the cecal digesta among the groups (Figure 1b,c).
3.3. Effects of Fermented Products Produced by B. licheniformis on the Cecal Bacterial Taxonomic Distribution in Broilers Exposed to Coccidial Challenge
The results of bacterial taxonomic assignment and ranking in the cecal digesta of broilers are shown in Table 5. At the phylum level, the abundance of the phyla Firmicutes (p = 0.015) and Actinobacteria (p = 0.01) was increased and the abundance of the phylum Proteobacteria (p = 0.009) was reduced in the PC group compared with the NC group. Fermented product supplementation could increase the abundance of the phylum Proteobacteria (p = 0.049) and decrease the abundance of the phylum Actinobacteria (p = 0.03) compared with the PC group. The abundance of the phylum Firmicutes (p = 0.025) was increased and the abundance of the phylum Proteobacteria (p = 0.021) was decreased in the FP group compared with the NC group. At the genus level, the abundance of the genera Ruminococcus_torques_group (p = 0.022), Ruminiclostridium_9 (p = 0.001), Butyricicoccus (p ≤ 0.001), Blautia (p ≤ 0.001), Eubacterium_hallii_group (p = 0.016), and Ruminiclostridium_5 (p = 0.004) were increased and the abundance of the genera Lachnospiraceae_unclassified (p ≤ 0.001), Lactobacillus (p = 0.026), and Sellimonas (p = 0.001) were decreased in the PC group compared with the NC group. Fermented product supplementation could increase the abundance of the genera Lactobacillus (p = 0.031) and Blautia (p = 0.009) and decrease the abundance of the genera Ruminococcus_torques_group (p = 0.003) and Romboutsia (p = 0.003) compared with the PC group. The abundance of the genera Lactobacillus (p = 0.045), Ruminiclostridium_9 (p ≤ 0.001), Butyricicoccus (p ≤ 0.001), Blautia (p ≤ 0.001), Eubacterium_hallii_group (p = 0.001), and Ruminiclostridium_5 (p = 0.005) were increased and the abundance of the genera Lachnospiraceae_unclassified (p = 0.032), Ruminococcus_torques_group (p = 0.019), Sellimonas (p = 0.015), and Romboutsia (p = 0.001) and were decreased in the FP group compared with the NC group.
Furthermore, similar microbial community clusters (coccidial oocysts-responsive bacterial clusters), such as genera Ruminococcaceae_UCG_014, Blautia, CHKCI001, Caproiciproducens, Subdoligranulum, Ruminococcaceae_UCG_013, Butyricicoccus, and Ruminiclostridium_5 were found in the PC and FP group (Figure 2). Partial microbial community clusters were overlapped between the NC and PC groups, such as genera Romboutsia, Ruminococcus_torques_group, and Oscillibacter (Figure 2). The overlaps in microbial community clusters were found between the NC and FP groups, such as genera Eisenbergiella, Lactobacillus, and Clostridiales_vadinBB60_group_ unclassified.
A comparative microbial function within the cecal digesta of broilers is presented in Table 6. The results demonstrate that cellular community–prokaryotes function was promoted in the PC group compared with the NC group (p = 0.006). Fermented product supplementation decreased cellular community–prokaryotes function compared with the PC group (p = 0.05).
3.4. Correlation between the Abundance of the Genera, Growth Performance, and Cecal Short-Chain Fatty Acid Levels
There was a positive correlation between the abundance of the genus Lachnospiraceae_unclassified and Lactobacillus in the cecal digesta and average daily gain (ADG) and body weight (BW), the genera Romboutsia, Ruminococcus_torques_group, Ruminiclostridium_9, Butyricicoccus, and Ruminiclostridium_5 were negatively associated with the BW and ADG (Figure 3a). The abundance of the genera Lachnospiraceae_unclassified, Sellimonas, Romboutsia, and Ruminococcus_torques_group was negatively associated with the average daily feed intake (ADFI), the genera Lactobacillus, Ruminiclostridium_9, Butyricicoccus, Blautia, and Eubacterium_hallii_group and were positively associated with the ADFI (Figure 3a). A negative correlation between the abundance of the genera Lachnospiraceae_unclassified, Sellimonas, and Romboutsia and feed conversion ratio (FCR) was observed, the genera Ruminiclostridium_9, Butyricicoccus, Ruminiclostridium_5, and Blautia were positively correlated with FCR (Figure 3a). There was a negative correlation between the propionic acid and butyric acid levels and the abundance of the genera Lachnospiraceae_unclassified, Sellimonas, Romboutsia, and Ruminococcus_torques_group, the abundance of the genera Lactobacillus, Blautia, and Eubacterium_hallii_group were positively correlated with propionic acid and butyric acid levels (Figure 3b). A negative correlation between the isobutyric acid levels and the abundance of the genera Lachnospiraceae_unclassified, Sellimonas, and Romboutsia, the abundance of the genera Butyricicoccus, Ruminiclostridium_5, Lactobacillus, Blautia, and Eubacterium_hallii_group was positively correlated with isobutyric acid levels (Figure 3b). There was a negative correlation between the acetic acid levels and the abundance of the genera Sellimonas, Romboutsia, and Ruminococcus_torques_group, the abundance of the genera Lactobacillus and Blautia was positively correlated with isobutyric acid levels (Figure 3b). A negative correlation between the formic acid levels and the abundance of the genera Romboutsia, Ruminococcus_torques_group, Ruminiclostridium_9, Butyricicoccus, and Ruminiclostridium_5, the abundance of the genera Lachnospiraceae_unclassified and Lactobacillus was positively correlated with isobutyric acid levels (Figure 3b). The abundance of the genus Lactobacillus was strongly negatively associated with the abundance of the genera Romboutsia and Ruminococcus_torques_group (Figure 3c). There was a strong negative correlation between the abundance of the genus Lachnospiraceae_unclassified and the abundance of the genera Blautia, Eubacterium_hallii_group, Ruminiclostridium_9, Butyricicoccus, and Ruminiclostridium_5 (Figure 3c). In contrast, the abundance of the genera Blautia, Eubacterium_hallii_group, Ruminiclostridium_9, Butyricicoccus, and Ruminiclostridium_5 was positively correlated with each other (Figure 3c).
4. Discussion
The overuse of drugs for coccidiosis in poultry leads to anti-coccidial drug resistance in parasites. Hence, probiotics have been considered as alternative candidates for anti-coccidial drugs. It has been demonstrated that B. licheniformis can ameliorate body weight gain, intestinal lesion score, and fecal oocysts in broilers challenged with mixed coccidia infection [12]. Our previous study demonstrated that fermented products produced by B. licheniformis containing antimicrobial lipopeptides had similar benefits as antibiotics in the growth performance of broilers [15]. We further confirmed that fermented products produced by B. licheniformis exhibited anti-coccidial activity in broilers in the present study. In addition, fermented products could modify the cecal microbial community by increasing the genus Lactobacillus abundance and decreasing the genus Ruminococcus_torques_group abundance. Similar to a previous study [15], the abundance of the genres Lactobacillus and Ruminococcus_torques_group were also positively and negatively correlated with the growth performance of broilers, respectively. The main findings of this study suggest that fermented products produced by B. licheniformis can normalize Eimeria species-induced adverse impacts on average weight gain and cecal microbiota of broilers.
Gut microbial balance plays a critical role in maintaining the health and growth of poultry by modulation of the nutrient digestion, intestinal function, and immune system [20]. The intestinal microbiome can be affected by host and diet and overgrowth of pathogenic bacteria in the gut leads to systemic infection [20]. It has been reported that E. tenella infection can cause an intestinal microbial imbalance in broilers by increasing the pathogenic bacteria abundance and decreasing the beneficial bacteria abundance, thereby promoting gut damage [17,18]. The Ruminococcus torques group genus is associated with gastrointestinal diseases by the degradation of mucin in the gastrointestinal tract, resulting in facilitating gut dysfunction [21,22].
In broilers, the genus Ruminococcus torques group abundance is inversely correlated with the growth performance [15,23]. Thus, the genus Ruminococcus torques group can be considered as pathogenic bacteria. In the present study, fermented products produced by B. licheniformis can normalize the genus Ruminococcus torques group abundance in the cecum of broilers under coccidial challenge. The genus Ruminococcus torques group abundance is negatively associated with the growth performance in broilers under coccidial challenge, which is in agreement with previous studies [15,23]. In beneficial bacteria, it has been demonstrated that Lactobacillus species are able to inhibit E. tenella sporozoite invasion in vitro [24]. Lactobacillus-based probiotics also exhibit anti-coccidial properties in broilers [2,25]. In the present study, fermented products can increase the genus Lactobacillus abundance in the cecum of broilers exposed to coccidial challenge. Furthermore, the genus Lactobacillus abundance is positively associated with the growth performance in broilers under coccidial challenge, which is also in agreement with previous studies [15,23]. These results imply that fermented products produced by B. licheniformis may inhibit Eimeria oocyst development in the cecum of broilers by increasing the genus Lactobacillus abundance and decreasing the genus Ruminococcus torques group abundance. In our study, some bacteria are specifically sensitive to fermented products or coccidial challenge treatment in the cecum of broilers, such as genus Romboutsia. It has been reported that the administration of Lactobacillus species can decrease the genus Romboutsia abundance in the feces of laying hens and also improve the laying rate [26]. In the present study, the genus Romboutsia abundance is negatively correlated with the genus Lactobacillus abundance in broilers, which is in agreement with a previous study [26].
We also observed that fermented products improve the average daily gain and also decrease the abundance of the genus Romboutsia in the cecum. Thus, these findings imply that fermented products specifically attenuate the genus Romboutsia abundance and the genus Romboutsia may play a significant factor in the growth traits of poultry. In addition to the genus Romboutsia, the genera Lachnospiraceae_unclassified and Sellimonas was specifically decreased in broilers exposed to coccidial challenge (PC and FP group). The genus Lachnospiraceae_unclassified may have a beneficial effect on gut development and health by the production of short-chain fatty acids [27]. A recent study has demonstrated that the genus Sellimonas is reduced in abundance in the hens challenged with Salmonella Typhimurium [28]. However, the abundance of the genera Lachnospiraceae_unclassified and Sellimonas in the cecum of broilers were not affected by fermented products in our study. Therefore, the role of genera Lachnospiraceae_unclassified and Sellimonas in the cecum of broilers still need to be confirmed. Taken together, these results suggest that fermented products increase certain beneficial bacteria populations and reduce the pathogenic bacteria populations in the gut of broilers. The modification of gut microbiota by fermented products can help to prevent coccidiosis in broilers.
In the cecum, the short-chain fatty acid and microbial community exert an important role in maintaining gut health and promoting growth in broilers by regulating the intestinal morphology and immune response [29]. Short-chain fatty acids and microbial communities interact with each other via a complicated mechanism in order to create a beneficial environment for the growth of broilers [30]. In this study, some bacteria (Sellimonas, Romboutsia, and Ruminococcus torques group) in the cecal digesta were inversely correlated with short-chain fatty acid levels, indicating that these short-chain fatty acids in the cecum might inhibit these bacteria growth. These bacteria were also negatively associated with the growth performance (BW, ADG, and ADFI), implying that these bacteria might be unfavorable to gut health. The genus Lactobacillus abundance was positively associated with the short-chain fatty acid levels in the cecum and growth performance (BW and ADG), indicating Lactobacillus could prevent coccidiosis and improve growth by production of short-chain fatty acids. A strongly negative correlation between the genre Lactobacillus and Ruminococcus torques group was also observed in the present study. The administration of Lactobacillus in the diet can improve intestinal health and reduce the mortality of broilers suffering from necrotic enteritis [31]. To sum up, Lactobacillus may inhibit the growth of harmful microbes in the cecum by the production of short-chain fatty acids, thereby improving the gut health and growth in broilers under coccidial challenge.
The antimicrobial mechanisms of antimicrobial lipopeptide have been widely proposed [32]. Previous studies have reported that B. licheniformis can synthesize antimicrobial lipopeptides [33,34]. Surfactin, one of B. licheniformis-derived antimicrobial lipopeptides, exhibits antibacterial activity against a wide range of Gram-positive bacteria, such as Listeria monocytogenes and Methicillin-resistant S. aureus, but does not cause hemolysis [35,36]. Our previous findings have demonstrated that surfactin isolated from fermented products inhibits the growth of C. perfringens and B. hyodysenteriae [13,14]. In addition to bacteria, surfactin also exhibits anti-parasitic activity against Nosema ceranae and Plasmodium falciparum [37,38]. Surfactin can reduce parasitosis development of N. ceranae by direct exposure to spores of N. ceranae, resulting in a reduction in infectivity [38] Surfactin is also an inhibitor of intraerythrocytic growth of P. falciparum through inhibition of NAD+ and acetylated peptide [37].
Our preliminary results (data not shown) have demonstrated that surfactin purified from B. licheniformis-fermented products inhibits sporulation of the Eimeria oocyst and promotes the death of merozoite in vitro, implying that surfactin may attack Eimeria species directly. In addition to antimicrobial activity, surfactin also exhibits an inhibitory effect on lipopolysaccharides-induced inflammation in vitro [39]. Moreover, B. licheniformis also normalizes the gut microbiota, thereby creating a healthy gut environment by competitive exclusion of pathogens for the prevention of Eimeria species infection. Thus, the potential anti-coccidial mechanisms we proposed are (1) surfactin inhibits Eimeria oocyst growth in the gut, (2) surfactin promotes immunomodulation in the gut mucosal immune system, and (3) B. licheniformis regulates microbial community by competitive exclusion of pathogens or production of antimicrobial lipopeptides. However, the precise mechanism of how fermented products exert anti-coccidial activity in the prevention of coccidiosis remains to be investigated.
Although the diets were formulated to meet or exceed the requirements of Ross 308 broiler, broilers were kept in the cage in the present study and body weight was less than expected at 35 days of age (–7.6%) compared with the Ross 308 broiler management guide 2019 [40]. Aviagen management handbook is mainly designed to optimize the growth of Ross 308 broiler for commercial purposes using a floor litter rearing system with advanced environmental control. Previous studies have reported that the body weight of broilers from the floor litter group is heavier (+9.6 to 12.0%) than those from the cage group [41,42,43]. Therefore, the difference between rearing systems is a possible reason why the lower body weight of broilers was observed in the present study. It has been demonstrated that coccidial challenge without vaccination has lower body weight and higher feed conversion ratio in broilers [44]. In our study, the body weight (35 days of age), average daily gain (day 21 to 35 and day 1 to 35 of age), and feed conversion ratio (day 21 to 35 and day 1 to 35 of age) are worsened in the PC group, which is in agreement with a previous study [44]. Fermented product supplementation could normalize the body weight (35 days of age) and average daily gain (day 21 to 35 and day 1 to 35 of age) in broilers exposed to coccidial challenge. However, the feed conversion ratio of the FP group was not improved at 21 to 35 days and 1 to 35 days of age since the average daily feed intake was increased. The increased feed intake was also observed in the PC group. There is no clear explanation for the increased feed intake in the PC and FP group, but we can speculate that the nutrient digestion and absorption in the PC group is severely impaired due to coccidial challenge compared with the FP group. It has been reported that the blood glucose levels of broilers under coccidial challenge are decreased, and blood glucose levels are negatively associated with appetite [45,46]. Thus, the blood level in the PC group is supposedly lower due to the low efficiency of nutrient absorption, thereby stimulating appetite in the hypothalamus. fermented products may promote nutrient utilization by the production of digestive enzymes, resulting in an increased weight gain. In addition, it has been reported that probiotics (such as Lactobacillus) can stimulate appetite by activation of ghrelin receptor (hunger signal) in the hypothalamus [47]. Therefore, the increased feed intake in the PC and FP groups may be regulated by a different mechanism.
The cellular community–prokaryotes of KEGG function includes quorum sensing and biofilm formation [48]. Bacteria can regulate the virulence factor production by quorum sensing and virulence factors increase pathogen colonization, immunoevasion, and immunosuppression [48]. The bacterial biofilm formation promotes pathogen adhesion to the surface of the gut and it also associates with antimicrobial resistance [49]. In our study, the cellular community–prokaryotes function was up-regulated in the PC group, indicating that Eimeria species may stimulate pathogen colonization in the gut and suppress host immune response. However, the effect of cellular community–prokaryotes function in the cecum of broilers was decreased by fermented products in broilers exposed to coccidial challenge. The results also support the potential mechanism that fermented product supplementation may create a healthy gut environment by competitive exclusion of pathogens. Furthermore, the anti-coccidial index evaluated by relative body weight gain, survival rate, lesion score index, and oocyst count index was worsened in the PC group, whereas fermented products produced by B. licheniformis could increase the anti-coccidial index of broilers under coccidial challenge. This finding is in agreement with the results of Chaudhari et al. [12], who observed that B. licheniformis can improve body weight gain, intestinal lesion score, and fecal oocysts in broilers challenged with mixed coccidia infection. Taken together, fermented products produced by B. licheniformis can regulate microbial community by competitive exclusion of pathogens for the prevention of Eimeria species infection in broilers.
5. Conclusions
In conclusion, fermented products potentially improved average daily gain at 21 to 35 days of age and exhibited anti-coccidial activity in broilers. A distinct separation of cecal microbial communities was found between the FP and PC groups. Therefore, fermented products produced by B. licheniformis have the potential for development as an anti-coccidial feed additive for broilers.
Author Contributions
Conceptualization, Y.-H.C. and Y.-H.Y.; methodology, Y.-H.C. and Y.-H.Y.; validation, Y.-B.H. and Y.-H.Y.; formal analysis, Y.-H.C., Y.-B.H. and Y.-H.Y.; investigation, Y.-H.C. and Y.-H.Y.; resources, Y.-H.C.; data curation, Y.-H.C., W.-J.C., K.-F.H., A.D. and Y.-H.Y.; writing—review and editing, Y.-H.C., A.D. and Y.-H.Y.; writing—original draft preparation, Y.-H.Y.; project administration, Y.-H.C. and Y.-H.Y.; funding acquisition, Y.-H.C. and Y.-H.Y.; supervision, Y.-H.C. and Y.-H.Y. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by Ministry of Science and Technology, grant number MOST 109-2321-B-197-006, MOST 108-2321-B-197-001, and MOST 107-2321-B-197-002.
Institutional Review Board Statement
The study was conducted according to the guidelines of the national ethical guidelines and approved by the Institutional Animal Care and Use Committee of National Ilan University (protocol code 107-12).
Data Availability Statement
The data presented in this study are available on request from the corresponding author.
Conflicts of Interest
The authors declare no conflict of interest.
References
- Lillehoj, H.S.; Lillehoj, E.P. Avian coccidiosis. A review of acquired intestinal immunity and vaccination strategies. Avian Dis. 2006, 44, 408–425. [Google Scholar] [CrossRef]
- Dalloul, R.A.; Lillehoj, H.S.; Shellem, T.A.; Doerr, J.A. Enhanced mucosal immunity against Eimeria acervulina in broilers fed a Lactobacillus-based probiotic. Poult. Sci. 2003, 82, 62–66. [Google Scholar] [CrossRef]
- Quiroz-Castañeda, R.E.; Dantán-González, E. Control of avian coccidiosis: Future and present natural alternatives. Biomed. Res. Int. 2015, 2015, 430610. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Abudabos, A.; Alyemni, A.H.; Hussein, E.O.S.; Al-Ghadi, M.Q. Anticoccidial effect of some natural products in experimentally induced Eimeria spp. infection on carcass quality, intestinal lesion and ileal histology in broilers. J. Anim. Plant Sci. 2018, 28, 73–79. [Google Scholar]
- Alhotan, R.A.; Abudabos, A. Anticoccidial and antioxidant effects of plants derived polyphenol in broilers exposed to induced coccidiosis. Environ. Sci. Pollut. Res. Int. 2019, 26, 14194–14199. [Google Scholar] [CrossRef] [PubMed]
- Barbosa, T.M.; Serra, C.R.; La Ragione, R.M.; Woodward, M.J.; Henriques, A.O. Screening for Bacillus isolates in the broiler gastrointestinal tract. Appl. Environ. Microbiol. 2005, 71, 968–978. [Google Scholar] [CrossRef] [Green Version]
- Hafeez, A.; Ullah, Z.; Khan, R.U.; Ullah, Q.; Naz, S. Effect of diet supplemented with coconut essential oil on performance and villus histomorphology in broiler exposed to avian coccidiosis. Trop. Anim. Health Prod. 2020, 52, 2499–2504. [Google Scholar] [CrossRef] [PubMed]
- Ahmad, Z.; Hafeez, A.; Ullah, Q.; Naz, S.; Khan, R.U. Protective effect of Aloe vera on growth performance, leucocyte count and intestinal injury in broiler chicken infected with coccidiosis. J. Appl. Anim. Res. 2020, 48, 252–256. [Google Scholar] [CrossRef]
- Knap, I.; Lund, B.; Kehlet, A.B.; Hofacre, C.; Mathis, G. Bacillus licheniformis prevents necrotic enteritis in broiler chickens. Avian Dis. 2010, 54, 931–935. [Google Scholar] [CrossRef] [PubMed]
- Gong, L.; Wang, B.; Mei, X.; Xu, H.; Qin, Y.; Li, W.; Zhou, Y. Effects of three probiotic Bacillus on growth performance, digestive enzyme activities, antioxidative capacity, serum immunity, and biochemical parameters in broilers. Anim. Sci. J. 2018, 89, 1561–1571. [Google Scholar] [CrossRef]
- Musa, B.B.; Duan, Y.; Khawar, H.; Sun, Q.; Ren, Z.; Mohamed, M.A.E.; Abbasi, I.H.R.; Yang, X. Bacillus subtilis B21 and Bacillus licheniformis B26 improve intestinal health and performance of broiler chickens with Clostridium perfringens-induced necrotic enteritis. J. Anim. Physiol. Anim. Nutr. 2019, 103, 1039–1049. [Google Scholar] [CrossRef]
- Chaudhari, A.A.; Lee, Y.; Lillehoj, H.S. Beneficial effects of dietary supplementation of Bacillus strains on growth performance and gut health in chickens with mixed coccidiosis infection. Vet. Parasitol. 2019, 277, 109009. [Google Scholar] [CrossRef]
- Lin, E.R.; Cheng, Y.H.; Hsiao, F.S.H.; Proskura, W.S.; Dybus, A.; Yu, Y.H. Optimization of solid-state fermentation conditions of Bacillus licheniformis and its effects on Clostridium perfringens-induced necrotic enteritis in broilers. R. Bras. Zootec. 2019, 48, e20170298. [Google Scholar] [CrossRef] [Green Version]
- Horng, Y.B.; Yu, Y.H.; Dybus, A.; Hsiao, F.S.; Cheng, Y.H. Antibacterial activity of Bacillus species-derived surfactin on Brachyspira hyodysenteriae and Clostridium perfringens. AMB Express 2019, 9, 188. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Chen, Y.C.; Yu, Y.H. Bacillus licheniformis-fermented products improve growth performance and the fecal microbiota community in broilers. Poult. Sci. 2020, 99, 1432–1443. [Google Scholar] [CrossRef]
- Cheng, Y.H.; Horng, Y.B.; Dybus, A.; Yu, Y.H. Bacillus licheniformis-fermented products improve growth performance and intestinal gut morphology in broilers under Clostridium perfringens challenge. J. Poult. Sci. 2021, 58, 30–39. [Google Scholar] [CrossRef]
- Huang, G.; Tang, X.; Bi, F.; Hao, Z.; Han, Z.; Suo, J.; Zhang, S.; Wang, S.; Duan, C.; Yu, Z.; et al. Eimeria tenella infection perturbs the chicken gut microbiota from the onset of oocyst shedding. Vet. Parasitol. 2018, 258, 30–37. [Google Scholar] [CrossRef]
- Chen, H.L.; Zhao, X.Y.; Zhao, G.X.; Huang, H.B.; Li, H.R.; Shi, C.W.; Yang, W.T.; Jiang, Y.L.; Wang, J.Z.; Ye, L.P.; et al. Dissection of the cecal microbial community in chickens after Eimeria tenella infection. Parasit. Vectors 2020, 13, 56. [Google Scholar] [CrossRef] [PubMed]
- Johnson, J.; Reid, W.M. Anticoccidial drugs: Lesion scoring techniques in battery and floor-pen experiments with chickens. Exp. Parasitol. 1970, 28, 30–36. [Google Scholar] [CrossRef]
- Pan, D.; Yu, Z. Intestinal microbiome of poultry and its interaction with host and diet. Gut Microbes. 2014, 5, 108–119. [Google Scholar] [CrossRef]
- Malinen, E.; Krogius-Kurikka, L.; Lyra, A.; Nikkilä, J.; Jääskeläinen, A.; Rinttilä, T.; Vilpponen-Salmela, T.; von Wright, A.J.; Palva, A. Association of symptoms with gastrointestinal microbiota in irritable bowel syndrome. World J. Gastroenterol. 2010, 16, 4532–4540. [Google Scholar] [CrossRef]
- De Cesare, A.; Sirri, F.; Manfreda, G.; Moniaci, P.; Giardini, A.; Zampiga, M.; Meluzzi, A. Effect of dietary supplementation with Lactobacillus acidophilus D2/CSL (CECT 4529) on caecum microbioma and productive performance in broiler chickens. PLoS ONE 2017, 12, e0176309. [Google Scholar] [CrossRef] [Green Version]
- Chen, H.W.; Yu, Y.H. Effect of Ganoderma lucidum extract on growth performance, fecal microbiota, and bursal transcriptome in broilers. Anim. Feed Sci. Technol. 2020, 267, 114551. [Google Scholar] [CrossRef]
- Tierney, J.; Gowing, H.; Van Sinderen, D.; Flynn, S.; Stanley, L.; McHardy, N.; Hallahan, S.; Mulcahy, G. In vitro inhibition of Eimeria tenella invasion by indigenous chicken Lactobacillus species. Vet. Parasitol. 2004, 122, 171–182. [Google Scholar] [CrossRef] [PubMed]
- Dalloul, R.A.; Lillehoj, H.S.; Tamim, N.M.; Shellem, T.A.; Doerr, J.A. Induction of local protective immunity to Eimeria acervulina by a Lactobacillus-based probiotic. Comp. Immunol. Microbiol. Infect. Dis. 2005, 28, 351–361. [Google Scholar] [CrossRef] [PubMed]
- Qiao, H.; Shi, H.; Zhang, L.; Song, Y.; Zhang, X.; Bian, C. Effect of Lactobacillus plantarum supplementation on production performance and fecal microbial composition in laying hens. Open Life Sci. 2019, 14, 69–79. [Google Scholar] [CrossRef] [PubMed]
- Biddle, A.; Stewart, L.; Blanchard, J.; Leschine, S. Untangling the genetic basis of fibrolytic specialization by Lachnospiraceae and Ruminococcaceae in diverse gut communities. Diversity 2013, 5, 627–640. [Google Scholar] [CrossRef]
- Khan, S.; Chousalkar, K.K. Salmonella Typhimurium infection disrupts but continuous feeding of Bacillus based probiotic restores gut microbiota in infected hens. J. Animal Sci. Biotechnol. 2020, 11, 29. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Besten, D.G.; Eunen, K.V.; Groen, A.K.; Venema, K.; Reijngoud, D.J.; Bakker, B.M. The role of short-chain fatty acids in the interplay between diet, gut microbiota, and host energy metabolism. J. Lipid Res. 2013, 54, 2325–2340. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ahsan, U.; Cengiz, Ö.; Raza, I.; Kuter, E.; Chacher, M.F.A.; Iqbal, Z.; Umar, S.; Çakir, S. Sodium butyrate in chicken nutrition: The dynamics of performance, gut microbiota, gut morphology, and immunity. Worlds Poult. Sci. J. 2016, 72, 265–275. [Google Scholar] [CrossRef] [Green Version]
- Li, Z.; Wang, W.; Liu, D.; Guo, Y. Effects of Lactobacillus acidophilus on the growth performance and intestinal health of broilers challenged with Clostridium perfringens. J. Anim. Sci. Biotechnol. 2018, 9, 25. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Seydlová, G.; Svobodová, J. Review of surfactin chemical properties and the potential biomedical applications. Cent. Eur. J. Med. 2008, 3, 123–133. [Google Scholar] [CrossRef]
- Pecci, Y.; Rivardo, F.; Martinotti, M.G.; Allegrone, G. LC/ESI-MS/MS characterisation of lipopeptide biosurfactants produced by the Bacillus licheniformis V9T14 strain. J. Mass Spectrom. 2010, 45, 772–778. [Google Scholar] [CrossRef]
- Sumi, C.D.; Yang, B.W.; Yeo, I.C.; Hahm, Y.T. Antimicrobial peptides of the genus Bacillus: A new era for antibiotics. Can. J. Microbiol. 2015, 61, 93–103. [Google Scholar] [CrossRef] [PubMed]
- Dischinger, J.; Josten, M.; Szekat, C.; Sahl, H.G.; Bierbaum, G. Production of the novel two-peptide lantibiotic lichenicidin by Bacillus licheniformis DSM 13. PLoS ONE 2009, 4, e6788. [Google Scholar] [CrossRef]
- Abdel-Mohsein, H.; Sasaki, T.; Tada, C.; Nakai, Y. Characterization and partial purification of a bacteriocin-like substance produced by thermophilic Bacillus licheniformis H1 isolated from cow manure compost. Anim. Sci. J. 2011, 82, 340–351. [Google Scholar] [CrossRef]
- Chakrabarty, S.P.; Saikumari, Y.K.; Bopanna, M.P.; Balaram, H. Biochemical characterization of Plasmodium falciparum Sir2, a NAD+-dependent deacetylase. Mol. Biochem. Parasitol. 2008, 158, 139–151. [Google Scholar] [CrossRef]
- Porrini, M.P.; Audisio, M.C.; Sabaté, D.C.; Ibarguren, C.; Medici, S.K.; Sarlo, E.G.; Garrido, P.M.; Eguaras, M.J. Effect of bacterial metabolites on microsporidian Nosema ceranae and on its host Apis mellifera. Parasitol. Res. 2010, 107, 381–388. [Google Scholar] [CrossRef] [PubMed]
- Zhang, Y.; Liu, C.; Dong, B.; Ma, X.; Hou, L.; Cao, X.; Wang, C. Anti-inflammatory activity and mechanism of surfactin in lipopolysaccharide-activated macrophages. Inflammation 2015, 38, 756–764. [Google Scholar] [CrossRef] [PubMed]
- Aviagen. ROSS 308 ROSS 308FF Performance Objectives; Aviagen Inc: Huntsville, AL, USA, 2019. [Google Scholar]
- Santos, F.B.O.; Santos, A.A.; Oviedo-Rondon, E.O.; Ferket, P.R. Influence of housing system on growth performance and intestinal health of Salmonella-challenged broiler chickens. Curr. Res. Poult. Sci. 2012, 2, 1–10. [Google Scholar] [CrossRef] [Green Version]
- Li, Y.; Luo, C.; Wang, J.; Guo, F. Effects of different raising systems on growth performance, carcass, and meat quality of medium-growing chickens. J. Appl. Anim. Res. 2017, 45, 326–330. [Google Scholar] [CrossRef]
- Li, J.; Miao, Z.; Tian, W.; Yang, Y.; Wang, J.; Yang, Y. Effects of different rearing systems on growth, small intestinal morphology and selected indices of fermentation status in broilers. Anim. Sci. J. 2017, 88, 900–908. [Google Scholar] [CrossRef] [PubMed]
- Cowieson, A.J.; Livingston, M.L.; Nogal, B.; Hoang, V.; Wang, Y.T.; Crespo, R.; Livingston, K.A. Effect of coccidial challenge and vaccination on the performance, veterinary postmortem scores, and blood biochemistry of broiler chickens. Poult. Sci. 2020, 99, 3831–3840. [Google Scholar] [CrossRef] [PubMed]
- Bafundo, K.W.; da Costa, M.J.; Pesti, G.M. Blood glucose concentrations in nicarbazin-fed broiler chickens. Avian Dis. 2018, 62, 114–116. [Google Scholar] [CrossRef] [PubMed]
- Flint, A.; Gregersen, N.T.; Gluud, L.L.; Møller, B.K.; Raben, A.; Tetens, I.; Verdich, C.; Astrup, A. Associations between postprandial insulin and blood glucose responses, appetite sensations and energy intake in normal weight and overweight individuals: A meta-analysis of test meal studies. Br. J. Nutr. 2007, 98, 17–25. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Fuentes, C.T.; Schellekens, H.; Hoevenaars, N.; Ross, P.; Bernard, R.; Stanton, C.; Dinan, T.G.; Cryan, J.F. Identification of novel probiotics to modify appetite and satiety directly targeting the ghrelin receptor. FASEB J. 2016. [Google Scholar] [CrossRef]
- Rutherford, S.T.; Bassler, B.L. Bacterial quorum sensing: Its role in virulence and possibilities for its control. Cold Spring Harb. Perspect. Med. 2012, 2, a012427. [Google Scholar] [CrossRef]
- Jamal, M.; Ahmad, W.; Andleeb, S.; Jalil, F.; Imran, M.; Nawaz, M.A.; Hussain, T.; Ali, M.; Rafiq, M.; Kamil, M.A. Bacterial biofilm and associated infections. J. Chin. Med. Assoc. 2018, 81, 7–11. [Google Scholar] [CrossRef]
Figure 1.
Advanced analysis of the bacterial communities of cecal digesta. (a) Principal component analysis of the cecal digesta of basal diet without treatment (NC), basal diet plus coccidial challenge (PC), and basal diet plus the coccidial challenge and 1 g/kg of B. licheniformis-fermented products (FP) (n = 3). Principal coordinate analysis of quantitative traits (unweighted UniFrac distances) (b) and qualitative traits (weighted UniFrac distances) (c) of the cecal bacterial communities from NC, PC, and BLFP (n = 3).
Figure 1.
Advanced analysis of the bacterial communities of cecal digesta. (a) Principal component analysis of the cecal digesta of basal diet without treatment (NC), basal diet plus coccidial challenge (PC), and basal diet plus the coccidial challenge and 1 g/kg of B. licheniformis-fermented products (FP) (n = 3). Principal coordinate analysis of quantitative traits (unweighted UniFrac distances) (b) and qualitative traits (weighted UniFrac distances) (c) of the cecal bacterial communities from NC, PC, and BLFP (n = 3).
Figure 2.
Taxonomic composition analysis of cecal digesta. A heatmap showing the dominant 35 genera (y-axis) across different treatment groups (x-axis, basal diet without treatment (NC), basal diet plus coccidial challenge (PC), and basal diet plus the coccidial challenge and 1 g/kg of B. licheniformis-fermented products (FP), n = 3).
Figure 2.
Taxonomic composition analysis of cecal digesta. A heatmap showing the dominant 35 genera (y-axis) across different treatment groups (x-axis, basal diet without treatment (NC), basal diet plus coccidial challenge (PC), and basal diet plus the coccidial challenge and 1 g/kg of B. licheniformis-fermented products (FP), n = 3).
Figure 3.
Pearson’s correlation analysis. (a) The correlation coefficient between the dominant 10 genera and cecal short-chain fatty acid. (b) The correlation coefficient between the dominant 10 genera and growth performance of broilers. ADFI: average daily feed intake, FCR: feed conversion ratio, ADG: average daily gain, BW: body weight. (c) The correlation coefficient among the dominant 10 genera. The positive correlations are shown in blue, while the negative correlations are shown in red. The color intensity and the size of the circle are proportional to the correlation coefficients. The values from +1 to −1 indicate the strength of the association.
Figure 3.
Pearson’s correlation analysis. (a) The correlation coefficient between the dominant 10 genera and cecal short-chain fatty acid. (b) The correlation coefficient between the dominant 10 genera and growth performance of broilers. ADFI: average daily feed intake, FCR: feed conversion ratio, ADG: average daily gain, BW: body weight. (c) The correlation coefficient among the dominant 10 genera. The positive correlations are shown in blue, while the negative correlations are shown in red. The color intensity and the size of the circle are proportional to the correlation coefficients. The values from +1 to −1 indicate the strength of the association.
Table 1.
Ingredients and nutrition composition of basal diets.
| Item | 1–20 Day | 21–35 Day |
|---|---|---|
| Ingredient (%, as fed) | ||
| Corn, yellow | 55.42 | 60.73 |
| Soybean meal | 35.52 | 31.53 |
| Fish meal | 3.99 | 3.63 |
| Vegetable oil | 3.52 | 3.02 |
| Limestone | 1.52 | 1.27 |
| Salt | 0.30 | 0.30 |
| Monocalcium phosphate | 0.92 | 0.78 |
| Vitamin premix 1 | 0.20 | 0.20 |
| Mineral premix 2 | 0.20 | 0.20 |
| DL-methionine | 0.20 | 0.20 |
| L-lysine | 0.10 | 0.06 |
| Choline chloride | 0.05 | 0.05 |
| Nutritional content (%, as fed) | ||
| Dry matter | 8.89 | 8.87 |
| Crude protein | 22.16 | 20.63 |
| Analyzed calcium | 1.02 | 0.87 |
| Analyzed total phosphorus | 0.69 | 0.63 |
| Lysine | 1.12 | 0.95 |
| Methionine + Cystine | 0.85 | 0.76 |
| Metabolizable energy (kcal/kg) | 3081.1 | 3057.2 |
1 Premix supplied per kg of diet: 160 mg of choline chloride, 20 mg of D-biotin, 10 mg of nicotine amid, 8.3 mg of α-tocopheryl acetate, 8 mg of cyanocobalamin, 2.2 mg of menadione, 2 mg of pyridoxine HCl, 1.8 mg of all-trans-retinyl acetate, 0.3 mg of folic acid, and 0.02 mg of cholecalciferol; 2 Premix supplied per kg of diet: 32 mg of Mn (MnSO4·H2O), 24 mg of Zn (ZnO), 16 mg of Fe (FeSO4·7H2O), 2 mg of Cu (CuSO4·5H2O), 800 μg of I (KI), 200 μg of Co (CoSO4), and 60 μg of Se.
Table 2.
Effect of fermented products produced by B. licheniformis on the growth performance and anti-coccidial index of broilers under coccidial challenge.
Table 2.
Effect of fermented products produced by B. licheniformis on the growth performance and anti-coccidial index of broilers under coccidial challenge.
| Item | NC 1 | PC | FP | SEM | p Value | ||
|---|---|---|---|---|---|---|---|
| NC vs. PC | PC vs. FP | FP vs. NC | |||||
| Body weight (g/bird) | |||||||
| 1 day | 43.8 | 43.8 | 44.1 | 0.07 | 0.889 | 0.133 | 0.101 |
| 20 day | 823.1 | 795.3 | 792.3 | 14.37 | 0.380 | 0.952 | 0.068 |
| 35 day | 2065.8 | 1880.8 | 2006.7 | 32.78 | 0.031 | 0.144 | 0.310 |
| Average daily gain (g/d/bird) | |||||||
| 1–20 day | 39.0 | 37.6 | 35.8 | 0.68 | 0.380 | 0.319 | 0.067 |
| 21–35 day | 88.8 | 77.5 | 89.0 | 2.17 | 0.037 | 0.050 | 0.939 |
| 1–35 day | 57.8 | 52.5 | 56.1 | 0.94 | 0.031 | 0.145 | 0.307 |
| Average daily feed intake (g/d/bird) | |||||||
| 1–20 day | 66.0 | 67.0 | 69.6 | 0.99 | 0.490 | 0.386 | 0.208 |
| 21–35 day | 137.3 | 165.7 | 172.8 | 5.38 | 0.012 | 0.566 | 0.003 |
| 1–35 day | 95.5 | 106.5 | 110.9 | 2.49 | <0.001 | 0.464 | 0.006 |
| Feed conversion ratio | |||||||
| 1–20 day | 1.7 | 1.8 | 2.0 | 0.06 | 0.326 | 0.280 | 0.074 |
| 21–35 day | 1.6 | 2.2 | 2.0 | 0.10 | 0.014 | 0.384 | 0.023 |
| 1–35 day | 1.6 | 2.0 | 2.0 | 0.07 | 0.011 | 0.745 | 0.020 |
| Anti-coccidial index | 172.5 | 112.0 | 169.9 | 7.07 | <0.001 | <0.001 | 0.581 |
1 NC = Basal diet; PC = Basal diet in combination with the coccidial challenge; FP = Basal diet plus 1 g/kg of B. licheniformis-fermented products in combination with the coccidial challenge.
Table 3.
Effect of fermented products produced by B. licheniformis on the cecal short-chain fatty acid levels of broilers in response to the coccidial challenge.
Table 3.
Effect of fermented products produced by B. licheniformis on the cecal short-chain fatty acid levels of broilers in response to the coccidial challenge.
| Item | NC 1 | PC | FP | SEM | p Value | ||
|---|---|---|---|---|---|---|---|
| NC vs. PC | PC vs. FP | FP vs. NC | |||||
| Formic acid (μM) | 1.2 | 0.7 | 1.0 | 0.10 | 0.065 | 0.104 | 0.360 |
| Acetic acid (μM) | 60.3 | 59.6 | 69.1 | 4.76 | 0.961 | 0.459 | 0.537 |
| Propionic acid (μM) | 1.4 | 1.9 | 3.9 | 0.44 | 0.481 | <0.001 | 0.020 |
| Butyric acid (μM) | 7.8 | 8.6 | 12.7 | 1.02 | 0.621 | 0.153 | 0.064 |
| Isobutyric acid (μM) | 0.2 | 0.4 | 0.3 | 0.05 | 0.366 | 0.822 | 0.084 |
1 NC = Basal diet; PC = Basal diet in combination with the coccidial challenge; FP = Basal diet plus 1 g/kg of B. licheniformis-fermented products in combination with the coccidial challenge.
Table 4.
Effect of fermented products produced by B. licheniformis on the bacterial species richness and evenness in the cecal digesta of broilers.
Table 4.
Effect of fermented products produced by B. licheniformis on the bacterial species richness and evenness in the cecal digesta of broilers.
| Item | NC 1 | PC | FP | SEM | p Value | ||
|---|---|---|---|---|---|---|---|
| NC vs. PC | PC vs. FP | FP vs. NC | |||||
| Chao1 | 63.0 | 73.7 | 74.3 | 2.19 | 0.016 | 0.871 | 0.033 |
| Fisher alpha | 7.1 | 8.4 | 8.5 | 0.29 | 0.031 | 0.879 | 0.045 |
| Shannon | 2.6 | 3.0 | 3.4 | 0.12 | 0.004 | 0.151 | 0.016 |
| Enspie | 3.0 | 4.0 | 4.8 | 0.33 | 0.002 | 0.324 | 0.061 |
1 NC = Basal diet; PC = Basal diet in combination with the coccidial challenge; FP = Basal diet plus 1 g/kg of B. licheniformis-fermented products in combination with the coccidial challenge.
Table 5.
Bacterial taxonomic assignment and ranking within the cecal digesta of broilers.
| Item | Relative Abundance (%) | SEM | p Value | ||||
|---|---|---|---|---|---|---|---|
| NC 1 | PC | FP | NC vs. PC | PC vs. FP | FP vs. NC | ||
| Phylum | |||||||
| Firmicutes | 98.5 | 99.4 | 99.3 | 0.15 | 0.015 | 0.132 | 0.025 |
| Proteobacteria | 1.3 | 0.4 | 0.6 | 0.16 | 0.009 | 0.049 | 0.021 |
| Actinobacteria | 0.1 | 0.2 | 0.1 | 0.02 | 0.010 | 0.030 | 0.408 |
| Genus | |||||||
| Lachnospiraceae_unclassified | 53.3 | 41.5 | 41.5 | 2.26 | <0.001 | 1.000 | 0.032 |
| Ruminococcus_torques_group | 21.5 | 27.0 | 17.2 | 1.51 | 0.022 | 0.003 | 0.019 |
| Lactobacillus | 2.2 | 1.4 | 8.6 | 1.30 | 0.026 | 0.031 | 0.045 |
| Ruminiclostridium_9 | 2.6 | 4.2 | 3.7 | 0.24 | 0.001 | 0.052 | <0.001 |
| Butyricicoccus | 2.0 | 3.9 | 3.8 | 0.32 | <0.001 | 0.780 | <0.001 |
| Blautia | 0.5 | 2.5 | 4.8 | 0.64 | <0.001 | 0.009 | <0.001 |
| Eubacterium_hallii_group | 0.3 | 1.1 | 1.6 | 0.20 | 0.016 | 0.095 | 0.001 |
| Ruminiclostridium_5 | 1.1 | 2.1 | 1.9 | 0.15 | 0.004 | 0.510 | 0.005 |
| Sellimonas | 2.7 | 1.4 | 1.3 | 0.25 | 0.001 | 0.680 | 0.015 |
| Romboutsia | 1.6 | 1.8 | 0.5 | 0.20 | 0.382 | 0.003 | 0.001 |
1 NC = Basal diet; PC = Basal diet in combination with the coccidial challenge; FP = Basal diet plus 1 g/kg of B. licheniformis-fermented products in combination with the coccidial challenge.
Table 6.
Differences in microbial functions within the cecal digesta of broilers based on Kyoto Encyclopedia of Genes and Genomes functional categories.
Table 6.
Differences in microbial functions within the cecal digesta of broilers based on Kyoto Encyclopedia of Genes and Genomes functional categories.
| Item | Relative Abundance (%) | SEM | p Value | ||||
|---|---|---|---|---|---|---|---|
| NC 1 | PC | FP | NC vs. PC | PC vs. FP | FP vs. NC | ||
| Membrane transport | 3.94 | 3.71 | 3.79 | 0.845 | 0.918 | 0.972 | 0.946 |
| Nucleotide metabolism | 3.27 | 3.31 | 3.34 | 0.093 | 0.880 | 0.879 | 0.788 |
| Cell motility | 1.66 | 1.65 | 1.59 | 0.023 | 0.948 | 0.369 | 0.256 |
| Signal transduction | 1.23 | 1.39 | 1.28 | 0.402 | 0.872 | 0.916 | 0.955 |
| Translation | 1.07 | 1.03 | 1.09 | 0.187 | 0.901 | 0.890 | 0.989 |
| Energy metabolism | 1.06 | 1.15 | 1.12 | 0.097 | 0.738 | 0.914 | 0.811 |
| Amino acid metabolism | 0.98 | 1.17 | 1.08 | 0.062 | 0.225 | 0.562 | 0.533 |
| Carbohydrate metabolism | 0.83 | 0.72 | 0.80 | 0.045 | 0.315 | 0.471 | 0.781 |
| Replication and repair | 0.78 | 0.75 | 0.74 | 0.073 | 0.864 | 0.978 | 0.842 |
| Metabolism of cofactors and vitamins | 0.53 | 0.48 | 0.51 | 0.036 | 0.575 | 0.718 | 0.822 |
| Folding, sorting and degradation | 0.47 | 0.43 | 0.46 | 0.053 | 0.751 | 0.793 | 0.949 |
| Cell growth and death | 0.46 | 0.47 | 0.46 | 0.124 | 0.970 | 0.970 | 1.000 |
| Glycan biosynthesis and metabolism | 0.26 | 0.21 | 0.23 | 0.058 | 0.738 | 0.857 | 0.873 |
| Metabolism of other amino acids | 0.25 | 0.25 | 0.25 | 0.023 | 0.995 | 0.951 | 0.947 |
| Environmental adaptation | 0.24 | 0.25 | 0.23 | 0.004 | 0.167 | 0.082 | 0.228 |
| Lipid metabolism | 0.18 | 0.15 | 0.16 | 0.020 | 0.661 | 0.887 | 0.766 |
| Cellular community—prokaryotes | 0.16 | 0.19 | 0.17 | 0.005 | 0.006 | 0.050 | 0.670 |
| Xenobiotics biodegradation and metabolism | 0.14 | 0.16 | 0.15 | 0.012 | 0.513 | 0.694 | 0.792 |
| Infectious diseases: Bacterial | 0.14 | 0.14 | 0.14 | 0.013 | 0.936 | 0.953 | 0.880 |
| Metabolism of terpenoids and polyketides | 0.12 | 0.11 | 0.11 | 0.018 | 0.828 | 0.912 | 0.912 |
| Transcription | 0.09 | 0.07 | 0.07 | 0.017 | 0.663 | 0.871 | 0.781 |
| Endocrine system | 0.05 | 0.04 | 0.04 | 0.072 | 0.571 | 0.889 | 0.665 |
| Transport and catabolism | 0.05 | 0.04 | 0.04 | 0.009 | 0.780 | 0.985 | 0.786 |
| Biosynthesis of other secondary metabolites | 0.04 | 0.03 | 0.04 | 0.004 | 0.609 | 0.720 | 0.889 |
| Endocrine and metabolic diseases | 0.03 | 0.03 | 0.03 | 0.002 | 0.858 | 0.573 | 0.626 |
1 NC = Basal diet; PC = Basal diet in combination with the coccidial challenge; FP = Basal diet plus 1 g/kg of B. licheniformis-fermented products in combination with the coccidial challenge.
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Cheng, Y.-H.; Horng, Y.-B.; Chen, W.-J.; Hua, K.-F.; Dybus, A.; Yu, Y.-H. Effect of Fermented Products Produced by Bacillus licheniformis on the Growth Performance and Cecal Microbial Community of Broilers under Coccidial Challenge. Animals 2021, 11, 1245. https://0-doi-org.brum.beds.ac.uk/10.3390/ani11051245
AMA Style
Cheng Y-H, Horng Y-B, Chen W-J, Hua K-F, Dybus A, Yu Y-H. Effect of Fermented Products Produced by Bacillus licheniformis on the Growth Performance and Cecal Microbial Community of Broilers under Coccidial Challenge. Animals. 2021; 11(5):1245. https://0-doi-org.brum.beds.ac.uk/10.3390/ani11051245
Chicago/Turabian StyleCheng, Yeong-Hsiang, Yi-Bing Horng, Wei-Jung Chen, Kuo-Feng Hua, Andrzej Dybus, and Yu-Hsiang Yu. 2021. "Effect of Fermented Products Produced by Bacillus licheniformis on the Growth Performance and Cecal Microbial Community of Broilers under Coccidial Challenge" Animals 11, no. 5: 1245. https://0-doi-org.brum.beds.ac.uk/10.3390/ani11051245
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