Abstract
A 42-d experiment was conducted to evaluate the effect of Cu and Zn source and Cu level on pig performance, mineral status, bacterial modulation, and the presence of antimicrobial-resistant genes in isolates of Enterococcus spp. At weaning, 528 pigs (5.9 ± 0.50 kg) were allotted to 48 pens of a randomized complete block design in a 2 × 2 factorial arrangement with two Cu and Zn sources (SF: sulfate and HCl: hydroxychloride) and two Cu levels (15 and 160 mg/kg). As a challenge, the pigs were reared in dirty pens used by a previous commercial batch. Two-phase diets were offered: the pre-starter (PS) phase from day 1 to 14 and the starter phase (ST) from day 14 to 42. At days 14 and 42, pigs were individually weighed and blood samples from one pig per pen were taken. At the end of the experiment, one pig per pen was euthanized to collect the samples. Feeding high levels of Cu increased body weight (BW) from 16.6 to 17.7 kg (P < 0.001). Furthermore, average daily gain, gain to feed (G:F) ratio, average daily feed intake (ADFI), and mineral status were enhanced with Cu at 160 mg/kg (P < 0.05) compared with Cu at 15 mg/kg. There was no effect of the interaction between source × level on any of the growth performance responses except for ADFI (P = 0.004) and G:F (P = 0.029) at the end of the ST period and for G:F (P = 0.006) for entire nursery period (day 0 to 42). At the end of the ST period, pigs fed Cu at 160 mg/kg as HCl had not only higher ADFI but also lower G:F than those fed Cu as SF at 160 mg/kg. Meanwhile, for the entire nursery period, G:F did not differ between pigs fed Cu at 160 mg/kg as HCl or SF. In colonic digesta, the relative abundance of Streptococcus, Enterobacter, Escherichia, among others, decreased (P-adjust < 0.05), while Lachnospira and Roseburia tended (P-adjust < 0.10) to increase in pigs fed Cu at 160 mg/kg as HCl compared with those fed Cu SF at 160 mg/kg. An increase (P-adjust < 0.05) in Methanosphaera and Roseburia was observed in pigs fed Cu at 160 mg/kg. From colon digesta, Enterococcus spp. was isolated in 40 samples, being E. faecalis the most dominating (65%) regardless of the experimental diet. Genes of ermB (7.5%) and tetM (5%) were identified. No genes for Cu (tcrB) or vancomycin (vanA, vanB, vanC1, and vanC2) were detected. In conclusion, European Union permissible levels of Cu (160 mg/kg), of both sources, were able to increase performance, mineral status, and bacterial modulation compared with nutritional level. Different effects on growth performance, mineral tissue content, and microbial modulation were observed between Cu and Zn sources.
Keywords: antimicrobial resistance genes, copper, European levels, microbiota, weaned pigs, zinc
Introduction
Copper and zinc are essential trace minerals involved in many physiological processes (Olivares and Uauy, 1996). The National Research Council (NRC) established a minimum requirement of Cu (6 mg/kg) and Zn (100 mg/kg) for weanling pigs (NRC, 2012). However, stressing factors at weaning frequently result in low feed intake, gastrointestinal disorders, and, consequently, impaired gut integrity and growth (Lallès et al., 2007). In the European Union (EU) until 2003, and today in other regions of the world (including the United States), commercial practice generally used high doses of Cu (200 to 250 mg/kg) and Zn (2,000 to 3,000 mg/kg) as therapeutic additives in post-weaning diets. The main positive effects attributed to these therapeutic doses are growth promotion (Cromwell et al., 1998) and antimicrobial activity (Højberg et al., 2005; Namkung et al., 2006). However, at high dietary levels, Cu and Zn are barely absorbed in the intestine, affecting the availability of other nutrients (Pang and Applegate, 2006, 2007) and generating a major environmental concern (European Food Safety Authority Panel on Additives and Products or Substances used in Animal Feed; EFSA FEEDAP, 2016) as well as a public health risk due to microbial tolerance and resistance to other antimicrobial agents (Hasman and Aarestrup, 2002; Van Noten et al., 2016). Based on these considerations, the EU approved new maximum levels of Cu for pigs, being 150 mg/kg up to 4 wk after weaning, followed by a reduction to 100 mg/kg until 8 wk after weaning (European Commission, 2018). The previous regulation allowed the inclusion of Cu at 170 mg/kg in diets up to 12 wk of age, when this experiment was performed. The current total feed content of Zn for pigs until 11 kg body weight (BW) is 150 mg/kg (European Commission, 2016); however, a further reduction to 110 mg/kg is not excluded (EFSA FEEDAP, 2014).
Sulfate (SF) is the most used mineral source in swine diets. It is characterized by a labile molecular bond that allows high solubility in water and acid solutions and is commonly used as a reference to compare the bioavailability of different mineral sources (Park and Kim, 2016). Alternatively, hydroxychloride (HCl) mineral sources have a crystalline structure formed by covalent bonds, with slow solubility in the gastrointestinal tract (GIT) and a high amount of biologically active ions (Cohen and Steward, 2014). Thus, in the present study, we hypothesize that due to differences in chemical properties of trace mineral sources, growth performance of early weaned pigs fed diets supplemented with HCl mineral sources will be higher or similar than those fed SF, hence offering an alternative to the use of high levels of SF and antimicrobials as growth promoters. The low solubility of HCl trace minerals, which are different from SFs, makes them less prone to antagonistic nutrient interactions at the proximal section of GIT, hence increasing mineral and nutrients availability as well as probably promoting a greater impact on intestinal microbiota. Thus, the objective of this study was to compare the effect of two sources of Cu and Zn (SF and HCl) as well as the effect of two Cu dietary levels (15 mg/kg as nutritional or 160 mg/kg as high level) on growth performance, mineral status, microbial modulation, and the possible presence of antimicrobial-resistant genes in newly weaned pigs. Pigs were allocated to dirty pens used by a previous nursery batch in order to provide a more challenging scenario due to early contact with a dirty and non-disinfected environment.
Materials and Methods
All animal experimentation procedures were approved by the Ethics Committee of the Universitat Autònoma de Barcelona in compliance with the European Union guidelines for the care and use of animals in research (European Parliament, 2010).
Animals and housing
The experiment was performed on a commercial farm in Catalonia, Spain. At weaning (21 d), 528 pigs ([Large White × Landrace] × Pietrain) obtained from the same commercial farm and with an initial average BW of 5.9 ± 0.50 kg were used in a 42-d study in a commercial nursery unit. Pigs were ear tag identified, blocked according to the initial BW, and distributed into four experimental diets in 48 pens (12 pens per treatment, 11 pigs per pen). Entire males and females were randomly assigned to the same pen. The pigs were housed in dirty pens used by a previous commercial batch in order to increase the environmental challenge. Each pen (3.12 m2) had a fully slatted floor and was equipped with a commercial non-lidded hopper (TR5, Rotecna, Spain) and a nipple drinker to provide ad libitum access to feed and water. The facility was environmentally controlled (temperature and ventilation rate) by the use of thermostatically controlled heaters and exhaust fans depending on the age of the pigs (28 to 22 °C). Pigs were allotted to two identical rooms. Each room had 28 pens divided by a central feeding corridor but only 24 pens were used in the experiment (the two at the far ends of the room close to the doors were discarded and used as refusal/hospital pens). In order for the weaned pigs to be kept in poor sanitary conditions, the pens were not cleaned or disinfected after use by a previous commercial batch. Since the pens had a fully slatted floor, an excessive amount of feces was not accumulated. Ventilation and temperature were adjusted prior to the housing of the newly weaned pigs. The commercial swine farm is stable but positive for the porcine reproductive and respiratory syndrome (PRRS) virus. The standard farm practices include the vaccination of pigs at 20 d of age against porcine circovirus type 2 and Mycoplasma hyopneumoniae (Suvaxyn Circo + MH RTU, Pfizer, Spain) and the vaccination of sows against PRRS (MSD, Spain) every 4 mo. Pigs are weaned at 21 d and with an average BW of 5.8 kg. Nursery period is 6 wk with a daily weight gain ranging between 280 and 290 g and 2% to 3% mortality. Zinc oxide is added to feed at pharmacological levels (2,500 mg/kg) for 1 wk. The usual inclusion of Cu to weaned pig diets is 9 mg/kg. Antibiotics are administered after veterinary prescription if required to treat specific diseases.
Experimental design and dietary treatments
Two-phase diets (Table 1) were formulated to meet or exceed nutrient requirements (NRC, 2012): the pre-starter (PS) phase from day 1 to 14 and the starter (ST) from day 14 to 42.
Table 1.
Composition of the basal diets for the two phases, as-fed basis1
| Ingredients, % | Pre-starter | Starter |
|---|---|---|
| Wheat | 26.32 | 40.60 |
| Maize | 6.75 | 20.00 |
| Barley | 12.20 | 15.38 |
| Soybean meal 47% CP | 0.90 | 12.98 |
| Fishmeal | 4.00 | 5.00 |
| Lard | 2.58 | 2.48 |
| Soybean meal heat treated | 3.60 | — |
| Extruded wheat | 13.05 | — |
| Porcine plasma | 3.00 | — |
| Dextrose | 4.00 | — |
| Acid milk whey | 4.50 | — |
| Sweet milk whey | 8.50 | — |
| Extruded soybeans | 7.15 | — |
| Di calcium phosphate | 1.36 | 1.40 |
| Calcium carbonate | 0.18 | 0.11 |
| l-Lysine 50 | 0.80 | 0.85 |
| l-Threonine | 0.22 | 0.24 |
| dl-Methionine | 0.25 | 0.16 |
| l-Tryptophan | 0.02 | 0.05 |
| Salt | 0.22 | 0.35 |
| Vitamin premix nucleous2 | 0.40 | 0.40 |
| Calculated composition | ||
| DM | 90.0 | 89.1 |
| NE, kcal/kg | 2,550 | 2,401 |
| CP | 19.5 | 17.9 |
| NDF | 10.8 | 10.3 |
| Ether extract | 6.5 | 4.8 |
| Ca | 0.70 | 0.60 |
| Total P | 0.68 | 0.68 |
| Dig P | 0.40 | 0.40 |
| Analyzed composition | ||
| DM | 91.5 | 90.2 |
| CP | 18.7 | 18.6 |
| Ether extract | 6.3 | 6.3 |
| NDF | 7.8 | 7.8 |
| Ash | 5.1 | 4.8 |
1Pre-starter phase diets were fed from day 0 to 14 and starter phase diets were fed from day 14 to 42.
2Provided per kg of feed: vitamin A (acetate): 12,000 IU; vitamin A (retinol): 2,000 IU; vitamin D3 (cholecalciferol): 1,204 IU; vitamin D (25-hydroxicholecalciferol): 600 IU; vitamin E: 104 IU; vitamin K3: 2 mg; vitamin B1: 3 mg; vitamin B2: 7 mg; vitamin B6: 3.5 mg; vitamin B12: 0,1 mg; d-pantothenic acid: 17 mg; niacin:45 mg; biotin: 0.2 mg; folacin: 1.5 mg; Fe (chelate of amino acid): 15 mg; Mn (oxide): 6.25 mg; Mn (chelate of glycine): 3.75 mg; I (calcium anhydrous): 1.75 mg; Se (organic): 25 mg; Se (sodium): 50 mg. Phytase: 1,500 FYT (Ronozyme NP (M), DSM, Basel, Switzerland).
Four experimental diets were prepared in a 2 × 2 factorial arrangement, with two Cu and Zn sources (SF and HCl) and two Cu inclusion levels (nutritional: 15 mg/kg and high: 160 mg/kg). Supplementation of Zn was fixed for all diets at 110 mg/kg. Cu SF pentahydrate (25%) and Zn SF monohydrate (35%) were obtained from Pintaluba, Reus, Spain. The HCl Cu (54%, IntelliBond C) and Zn (55%, IntelliBond Z) were obtained from Trouw Nutrition, the Netherlands. A vitamin–mineral premix without Cu and Zn was prepared. For each dietary treatment, Cu and Zn products were premixed with 25 kg of basal diet before being put directly in the mixer during the feed preparation process. In order to avoid cross contamination with elements from previous production, feed was prepared in an appropriate rank order starting with the lower concentrations to be included in the diet. The first and last 100 kg of the final pellet diet from each batch (experimental treatment) were discarded to reduce cross contamination. All diets were offered ad libitum in pellet form. Composite samples (1 kg) were collected during the bagging process in representation of each experimental treatment. Each sample was, therefore, proportionally split into four 250 g samples that were stored for further analysis. Zinc oxide was not added at pharmacological levels in the diets and no antibiotics or feed additives with antimicrobial properties were used.
Experimental procedures and sampling
The BW of each pig and feed left in the feeders were recorded on days 14 and 42. From these data, average daily gain (ADG), average daily feed intake (ADFI), and gain to feed (G:F) ratio were calculated. At the end of the PS phase, one pig per pen was selected based on the mean BW within the pen (median) to take samples of blood by jugular puncture. Samples from the same animal were taken at the end of the ST phase. For antioxidant enzyme determination, blood was collected into 4 mL vacutainer tubes containing lithium heparin (BD Vacutainer, LH, BD-Plymouth, UK) and centrifuged at 3,000 × g for 15 min. The acquired plasma was stored at −80 °C for further analysis. Meanwhile, blood samples for Cu and Zn determination were collected into 5 mL vacutainer tubes free of detectable Zn. Serum was obtained after centrifugation (3,000 × g for 15 min) and immediately frozen at −20 °C. At the end of the experimental period, the selected pig per pen (n = 12) was euthanized with an overdose of sodium pentobarbital (Dolethal, Vetoquinol, S.A., Madrid, Spain); organ samples (liver and left tibia) were collected to determine Cu and Zn concentrations. Finally, digesta from the proximal colon (1 m from the ileocecal junction) were collected for microbiota analyses and detection of antimicrobial-resistant genes. Samples were immediately stored at −20 °C until processing and analysis.
Chemical analysis
Analytical determinations of diets were performed according to the AOAC International (2005) methods for dry matter (method 934.01), crude protein with the Dumas Method (method 968.06), ether extract was determined using traditional Soxhlet extraction (method 920.39), and ash (method 942.05). Neutral detergent fiber was analyzed using the Ankom nylon bag technique (Ankom 200 fiber Analyzer, Ankom Technology, Macedon, NY).
The activities of superoxide dismutase (SOD) and glutathione peroxidase (GPX) in plasma were determined by spectrometry and following the instructions of Ransod and Ransel kits, respectively (Randox, County Antrim, UK). Liver was dried in a forced-air oven at 102 °C per 12 h and then milled at 0.5 mm. Tibia was autoclaved to remove all the adjacent muscle and tissue (121 °C for 30 min). Subsequently, tibia was oven-dried for 12 h at 102 °C and soaked in acetone under a chemical hood for 48 h to extract fat. After this period, tibia was again oven-dried for 12 h at 102 °C and then broken in the middle before being ashed overnight at 550 °C in a muffle furnace. Samples of feed were milled at 0.5 mm before mineral analysis. All samples were solubilized in nitric acid prior to mineral analysis by inductively coupled, plasma-optical emission spectroscopy (ICP-OES, model Optima 4300DV, PerkinElmer, Inc.; Waltham, MA, US).
Microbial molecular analysis
Bacterial DNA was extracted from 200 mg of colonic digesta by using the commercial MagMAX CORE Nucleic Acid Purification 500RXN Kit (Thermo Fisher, TX, US) and following the manufacturer’s instructions. For 16S rRNA gene sequence-based analysis, the V3–V4 regions of the bacteria 16S ribosomal RNA gene were amplified by polymerase chain reaction (PCR; 95 °C for 3 min, followed by 25 cycles at 95 °C for 30 s, 55 °C for 30 s, and 72 °C for 30 s and 72 °C for 5 min) using primers F5′-barcode- TCGTCGGCAGCGTCAGATGTGTATAAGAGACAGCCTACGGGNGGCWGCAG-3′ and R5′-GTCTCGTGGGCTCGGAGATGTGTATAAGAGACAGGACTACHVGGGTATCTAATCC-3′. A negative control of the DNA extraction was included as well as a positive Mock Community control to ensure quality control. After 25 cycles of amplifications, 550 pb amplicons were obtained. The Illumina Miseq sequencing 300 × 2 approach was used. Raw sequencing reads were quality clipped, assembled, and compared with available genomic sequences using a Microomics Systems S.L (Barcelona, Spain) software and were validated and subsequently completed with the Kraken Metagenomics (Wood and Salzberg, 2014) and QIIME (Caporaso et al., 2010) software. Taxonomic assignment of phylotypes was performed using a Bayesian classifier trained with Silva database version 132 (99% Operational taxonomic units full-length sequences) (Wang et al., 2007).
Enterococcus spp. isolation, detection of resistance genes, and phenotypical antimicrobial resistance tests
Colon digesta samples were plated and incubated on Slanetz-Bartley agar (Oxoid, UK) for 48 h at 37 °C. Colonies morphologically compatible with Enterococcus spp. were confirmed by PCR (Dutka-Malen et al., 1995). In parallel, using a boiling method (Queipo-Ortuño et al., 2008), bacterial DNA was extracted from Slanetz–Bartley agar plates to detect the following antimicrobial resistance genes: Cu (tcrB) (Hasman et al., 2006), vancomycin (VAN; vanA, vanB, vanC1, vanC2) (Dutka-Malen et al., 1995; Kariyama et al., 2000), tetracycline (TET; tetM), and erythromycin (ERY; ermB) (Jacob et al., 2008). In vitro susceptibility of Enterococcus spp. isolates was determined by the disk diffusion method using 13 antimicrobial agents: VAN (30 µg, BD, US), penicillin G (PG; 10 µg, Oxoid, UK), ampicillin (AMP; 25 µg, BD, US), imipenem (IMI, 10 µg, BD, US), ERY (15 µg, BD, US), TET (30 µg, BD, US), ciprofloxacin (CP; 5 µg, BD, US), enrofloxacin (ENR; 5 µg, BD, US), clindamycin (CLIN; 2 µg, BD, US), gentamicin (GEN; 10 µg, BD, US), kanamycin (KAN; 30 µg, BD, US), streptomycin (ST; 10 µg, BD, US), and chloramphenicol (CLOR; 30 µg, BD, US). The Clinical and Laboratory Standards Institute cutoff values were used. Additionally, a minimum inhibitory concentration (MIC) test was performed to assess the susceptibility of Enterococcus spp. to Cu SF pentahydrate using the broth microdilution method. Isolates were cultured for 24 h in wells plates with brain heart infusion broth supplemented with 0.5, 1, 2.5, 5, 10, 15, and 20 mM of Cu SF pentahydrate. The ATCC 29212 Enterococcus faecalis strain was used as a quality control.
Statistical analysis
Data were analyzed as a randomized complete block design using the MIXED procedure of SAS (version 9.4, SAS Institute, Cary, NC, US). The model included the fixed effects of source, level source × level interaction, and the random effects of block. Pen was the experimental unit for performance response. Mineral concentration in organs, antioxidant measurements, and microbiota community were analyzed with an individual pig as the experimental unit. The normality and homogeneity of the data were examined using the Shapiro-Wilk test. The concentration of Cu in the liver exhibited heterogeneity; therefore, it was log-transformed before analysis. Serum mineral content was analyzed as repeated measures. Biostatistical analyses were performed in open source software R Studio v.3.5.1. Diversity was analyzed at the species level using a vegan package (Oksanen et al., 2017). Richness and alpha diversity were calculated with raw counts based on Shannon and Inverse Simpson estimators. Betadiversity was evaluated by multivariate ANOVA based on dissimilarities with the adonis function. To compare any differential effects from treatments, an ANOVA was performed for richness and diversity. Finally, differential abundance analysis was performed with taxa relative abundances under a zero-inflated log-normal mixture model; P-values were corrected by false-discovery rate (FDR) with the metagenomeSeq package (Paulson et al., 2019).
Due to factorial arrangement, the main effects are discussed for responses in which the interaction was not significant. Significantly different means were separated using Tukey adjust. Significance was declared at a probability P ≤ 0.05 and tendencies were considered when the P-value was between > 0.05 and < 0.10.
Results
Analyzed mineral concentrations in feed were according to those planned. In SF diets, Cu level was 9.5 and 107.7 mg/kg for nutritional and high Cu level diets, respectively, whereas, Zn content was 79.8 and 162.9 mg/kg for nutritional and high Cu SF diets, respectively. Likewise, in HCl diets, the Cu content for nutritional (9.9 mg/kg) and high (133.4 mg/kg) diets was according to that expected. The Zn content was 110.1 and 176.1 mg/kg for nutritional and high Cu HCl diets, respectively. The difference between low and high levels of Cu in the diets was achieved with both SF and HCl Cu sources.
Growth performance
Growth performance response for the interaction between two sources of Cu and Zn and two Cu levels is shown in Table 2. Feeding diets with the higher Cu level increased the ADFI, BW, and ADG during the PS and ST periods, being the final BW increased from 16.6 to 17.7 kg (P = 0.0002). Likewise, G:F increased as Cu inclusion in the diet increased (P = 0.038), but no effects of Cu and Zn source were observed on growth performance (P > 0.10). There was no effect of the interaction between source × level on any of the growth performance responses except for ADFI (P = 0.004) and G:F (P = 0.029) at the end of the ST period and for G:F (P = 0.006) for the entire nursery period (day 0 to 42). At the end of the ST period, pigs fed Cu at 160 mg/kg as HCl had not only a higher ADFI but also lower G:F than those fed Cu SF at 160 mg/kg. For the entire nursery period, G:F did not differ between pigs fed Cu at 160 mg/kg as HCl or SF. Mortality was 2.46% and was not related to any dietary treatment (P > 0.10).
Table 2.
Growth performance1 of pigs fed diets with two Cu and Zn sources (SF and HCl) at two Cu levels (15 and 160 mg/kg)2
| BW, kg | ADFI, g | ADG, g | G: F | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Cu and Zn source | Cu level, mg/kg | Day 0 | Day 14 | Day 42 | Day 0 to 14 | Day 14 to 42 | Day 0 to 42 | Day 0 to 14 | Day 14 to 42 | Day 0 to 42 | Day 0 to 14 | Day 14 to 42 | Day 0 to 42 |
| SF | 15 | 5.86 | 6.97 | 16.62 | 126.6 | 492.6ab | 370.6 | 86.9 | 352.4 | 256.2 | 0.695 | 0.718b | 0.696b |
| 160 | 5.86 | 7.37 | 17.99 | 150.5 | 491.4ab | 376.3 | 111.9 | 381.1 | 288.8 | 0.757 | 0.778a | 0.770a | |
| HCl | 15 | 5.86 | 7.11 | 16.51 | 134.1 | 456.3b | 348.7 | 89.1 | 335.9 | 253.6 | 0.673 | 0.740ab | 0.729ab |
| 160 | 5.86 | 7.36 | 17.45 | 138.5 | 529.0a | 381.0 | 107.0 | 375.6 | 271.2 | 0.780 | 0.714b | 0.718ab | |
| SEM | 0.496 | 0.486 | 0.883 | 10.48 | 38.20 | 21.75 | 4.69 | 17.28 | 11.36 | 0.048 | 0.044 | 0.041 | |
| P-value | |||||||||||||
| Source | 0.894 | 0.398 | 0.256 | 0.701 | 0.957 | 0.417 | 0.767 | 0.383 | 0.162 | 0.989 | 0.259 | 0.544 | |
| Level | 0.894 | <0.0001 | 0.0002 | 0.020 | 0.005 | 0.075 | <0.0001 | 0.009 | 0.001 | 0.003 | 0.374 | 0.038 | |
| Source × level | 0.689 | 0.311 | 0.439 | 0.106 | 0.004 | 0.208 | 0.428 | 0.660 | 0.293 | 0.403 | 0.029 | 0.006 |
1BW; ADFI; ADG; G:F.
2Data are means of 12 replicate pens for the two-way interaction, whereas for the main effects of source and level are means of 24 replicate pens (11 pigs per replicate pen).
a,bValues within the same column with different letters differ significantly (P < 0.05).
Antioxidant activity
The activity of GPX on pigs fed Cu at nutritional level was greater than that for those fed Cu at a high level (3,389 vs. 3,004 U/L; P = 0.013) at the end of the ST period. The GPX activity tended to be higher in animals fed Cu and Zn HCl than those fed Cu and Zn SF (3,437 vs. 3,144 U/L; P = 0.057) at the end of the PS period. No interactions between source × level on the activity of SOD or GPX in plasma was observed (P > 0.10; Table 3).
Table 3.
Antioxidant activity of pigs fed diets with two Cu and Zn sources (SF and HCl) at two Cu levels (15 and 160 mg/kg)1
| SOD, U/mL | GPX, U/L | ||||
|---|---|---|---|---|---|
| Cu and Zn Source | Cu level, mg/kg | Day 14 | Day 42 | Day 14 | Day 42 |
| SF | 173.8 | 138.4 | 3,144 | 3,109 | |
| HCl | 185.1 | 134.7 | 3,437 | 3,284 | |
| SEM | 6.00 | 9.72 | 106.9 | 101.3 | |
| 15 | 179.9 | 143.3 | 3,373 | 3,389 | |
| 160 | 179.0 | 129.8 | 3,208 | 3,004 | |
| SEM | 5.92 | 9.62 | 106.9 | 101.3 | |
| P-value | |||||
| Source | 0.181 | 0.789 | 0.057 | 0.226 | |
| Level | 0.921 | 0.328 | 0.277 | 0.013 | |
| Source × level | 0.465 | 0.792 | 0.621 | 0.637 |
1Data are means of 12 replicate pens for the two-way interaction, whereas for the main effects of source and level are means of 24 replicate pens (one pig per replicate pen was sampled).
Mineral content in organs and tissues
Feeding diets with higher levels of Cu increased the liver and serum content of Cu and Zn (P < 0.05; Table 4). Pigs fed Cu and Zn HCl had a greater Cu content in the liver (P = 0.036) and serum (P = 0.037) than those fed Cu and Zn SF. No effect of mineral source on liver and serum Zn concentrations was observed (P > 0.10). There was no effect of the interaction between source × level on Cu and Zn content on liver and serum except for Zn content on the tibia (P = 0.044). Pigs fed Cu HCl at high level had a greater accumulation of Zn (277.3 mg/kg) than those fed high Cu level as SF (256.1 mg/kg). All treatments had low levels (< 0.02 mg/g) of Cu storage in bone, below the ICP-OES detection limit.
Table 4.
Serum and tissue Cu and Zn content of pigs fed diets with two Cu and Zn sources (SF and HCl) at two Cu levels (15 and 160 mg/kg)1
| Serum, mg/L2 | Liver, mg/kg DM | Bone, mg/kg4 | ||||
|---|---|---|---|---|---|---|
| Cu and Zn Source | Cu level, mg/kg | Cu | Zn | Cu3 | Zn | Zn |
| SF | 1.69 | 0.71 | 1.68 | 213.6 | 257.2 | |
| (48.7) | ||||||
| HCl | 1.79 | 0.72 | 1.80 | 221.6 | 268.0 | |
| (71.0) | ||||||
| SEM | 0.031 | 0.017 | 0.042 | 9.58 | 3.56 | |
| 15 | 1.65 | 0.67 | 1.59 | 199.9 | 258.5 | |
| (39.5) | ||||||
| 160 | 1.83 | 0.76 | 1.89 | 235.4 | 266.7 | |
| (80.2) | ||||||
| SEM | 0.031 | 0.017 | 0.041 | 9.53 | 3.72 | |
| P-value | ||||||
| Source | 0.037 | 0.438 | 0.036 | 0.553 | 0.041 | |
| Level | <0.0001 | 0.0002 | <0.0001 | 0.011 | 0.115 | |
| Source × Level | 0.130 | 0.593 | 0.584 | 0.991 | 0.044 |
1Data are means of 12 replicate pens for the two-way interaction, whereas for the main effects of source and level are means of 24 replicate pens (one pig per replicate pen was sampled).
2 P-value of day of sampling at days 14 and 42 (P < 0.0001). P-value of interaction between source × level × day for Cu (P = 0.299) and for Zn (P = 0.010).
3Log10-transformed liver Cu concentration. Values in parentheses show the non-transformed values.
4Cu detected values are lower than 0.02 mg/g by ICP-OES.
Microbial molecular analysis
A two-way interaction between source and level was observed for alpha estimators (Table 5). The Shannon and Inverse Simpson indexes were lower in pigs fed a high Cu level as HCl compared with those fed Cu SF (P < 0.05). Beta diversity analysis revealed distances between clustered samples of nutritional and high Cu level group (PADONIS = 0.001) and a tendency for the two-way interaction between source and level (PADONIS = 0.054; Figure 1a and b).
Table 5.
Evenness and diversity of colon microbiota of pigs fed diets with two Cu and Zn sources (SF and HCl) at two Cu levels (15 and 160 mg/kg)1
| Cu and Zn source | Cu level, mg/kg | Shannon | Inverse Simpson |
|---|---|---|---|
| SF | 15 | 2.38ab | 4.31b |
| 160 | 2.31b | 4.07bc | |
| HCl | 15 | 2.54a | 5.18a |
| 160 | 2.12c | 3.36c | |
| SEM | 0.047 | 0.220 | |
| P-value | |||
| Source | 0.761 | 0.715 | |
| Level | <0.0001 | <0.0001 | |
| Source × Level | 0.0006 | 0.0009 |
1Data are means of 12 replicate pens for the two-way interaction, whereas for the main effects of source and level are means of 24 replicate pens (one pig per replicate pen was sampled).
a–cValues within the same column with different letters differ significantly (P < 0.05).
Figure 1.
Nonmetric dimensional scaling (NMDS) plot of dissimilarity matrix based on Bray–Curtis distance clustered by Cu dietary level (PADONIS = 0.001) (A); and by experimental diets SF-N, sulfate at nutritional level; SF-H, sulfate at high level; HCl-N, hydroxychloride at nutritional level, HCl-H, hydroxychloride at high level (PADONIS = 0.054) (B). Data are means of 12 replicate pens for the two-way interaction, whereas for the main effect of level are means of 24 replicate pens (one pig per replicate pen was sampled).
At the family level, 224 different families were identified. From those, the families most frequently reported to change are presented in Figures 2 and 3. Diets with high Cu levels increased the relative abundance of Chrysiogenaceae, Halomonadaceae, and Ruminococcaceae and decreased the abundance of the Acetobacteraceae and Brucellae families (P-adjust < 0.05; Figure 2). Regarding Cu and Zn source effect, Vibrionaceae family decreased (P-adjust = 0.027) and Methylobacteriaceae tended to increase more in pigs fed HCl minerals than in those fed SF minerals (P-adjust < 0.10; Figure 3).
Figure 2.
Differentially abundant taxa (ln change and FDR-adjusted P < 0.20) between diets supplemented at high and nutritional Cu levels, regardless of the mineral source. Positive values (green color) and negative values (red color) indicate greater and lower abundance, respectively. Taxa are sorted by level of significance (from higher to lower). Only significant taxa are presented. Data are means of 24 replicate pens for the main effect of level (one pig per replicate pen was sampled).
Figure 3.
Differentially abundant taxa (ln change and FDR-adjusted P < 0.20) between Zn and Cu HCl and SF diets, regardless of the Cu level. Positive values (green color) and negative values (red color) indicate greater and lower abundance, respectively. Taxa are sorted by level of significance (from higher to lower). Only significant taxa are presented. Data are means of 24 replicate pens for the main effect of source (one pig per replicate pen was sampled).
At the genus level, 554 different genera were detected. From those, the genera most frequently reported to change are presented in Figures 2 and 3. Pigs fed Cu at 160 mg/kg had a higher relative abundance of Methanosphaera and Roseburia genera compared with those fed nutritional levels (P-adjust < 0.05; Figure 2). The effect of Cu and Zn source was observed in the relative abundance of Vibrio, Enterobacter, Propionibacterium, and Halomonas, being lower for HCl than SF diets (P-adjust < 0.05; Figure 3). Meanwhile, the supplementation of Cu and Zn as HCl increased the Methanobacterium, Acidaminococcus, Gallibacterium, Anaerovibrio, and Actinobacillus abundance compared with Cu and Zn SF (P-adjust < 0.05).
Additionally, the increase in Cu as HCl decreased the abundance of Blautia, Streptococcus, Enterobacter, Fusobacterium, Escherichia, and Vibrio, whereas SF did not (P-adjust < 0.05; Figure 4). Lachnospira and Roseburia tended to increase in pigs fed Cu at 160 mg/kg as HCl (P-adjust < 0.10; Figure 4). At nutritional level, Cu as HCl decreased the abundance of Enterobacter, Pasteurella, Leptospira, Erysipelothrix, Vibrio, Actinopolyspora, and Clostridium, while increasing Lactobacillus abundance compared with SF at the same Cu level (P-adjust < 0.05; Figure 5).
Figure 4.
Differentially abundant taxa at the genus level (ln change and FDR-adjusted P < 0.20) at high Cu supplementation between HCl and SF source. Positive values (green color) and negative values (red color) indicate greater and lower abundance, respectively. Taxa are sorted by level of significance (from higher to lower). Only significant taxa are presented. Data are means of 12 replicate pens for the two-way interaction (one pig per replicate pen was sampled).
Figure 5.
Differentially abundant taxa at the genus level (ln change and FDR-adjusted P < 0.20) at nutritional Cu supplementation between HCl and SF source. Positive values (green color) and negative values (red color) indicate greater and lower abundance, respectively. Taxa are sorted by level of significance (from higher to lower). Only significant taxa are presented. Data are means of 12 replicate pens for the two-way interaction (one pig per replicate pen was sampled).
Enterococcus spp. isolation, detection of antimicrobial resistance genes, and phenotypical antimicrobial resistance tests
Enterococcus species were isolated in a total of 40 samples with E. faecalis being the most dominating (26 samples; 65%). E. faecium was isolated from one sample and the remaining samples were identified as Enterococcus spp. (32.5%). A similar proportion of the different Enterococcus species were isolated in both HCl and SF diets (Table 6). In general, the presence of antimicrobial resistance genes in Enterococcus isolates was low. Only, ermB and tetM genes were detected in three and two samples, respectively (Table 6). No resistance genes were identified for Cu (tcrB) and VAN (VanA, VanB, VanC1, and VanC2). Meanwhile, using a disk diffusion test, all isolates were resistant to ERY, TET, CLIN, KAN, and ST and sensitive to VAN (Figure 6). The highest percentages of resistant isolates were observed for GEN (98%), CP (95%), CLOR (85%), and ENR (83%), whereas the lower resistances were observed for IMI (8%), PG (22%), and AMP (35%). The rates of antimicrobial resistance did not differ between treatments (Figure 6). Regarding MIC test results, 65% of the isolates showed MIC values between 5 and 10 mM. The mean MIC value of Cu for all isolates was 6.74 mM. No differences were observed among treatments (Table 6).
Table 6.
Characteristics of Enterococcus spp. isolates1 and prevalence of antimicrobial resistance genes2 of pigs fed diets with two Cu and Zn sources (SF and HCl) at two Cu levels (15 and 160 mg/kg)
| AMR genes3 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Cu and Zn source | Cu level, mg/kg | Enterococcus spp. isolated, n | E. faecalis, n | E. faecium, n | Enterococcus spp., n | Mean MIC Cu, mM | tcrB, n | ermB, n | tetM, n | vanA, vanB, vanC1, and vanC2, n |
| SF | 15 | 11 | 8 | 1 | 2 | 5.41 | 0 | 0 | 0 | 0 |
| 160 | 11 | 6 | 0 | 5 | 6.68 | 0 | 0 | 1 (2.5) | 0 | |
| HCl | 15 | 8 | 6 | 0 | 2 | 7.85 | 0 | 1 (2.5) | 1 (2.5) | 0 |
| 160 | 10 | 7 | 0 | 3 | 7.05 | 0 | 2 (5) | 0 | 0 |
1Data are means of 12 replicate pens for the two-way interaction, whereas for the main effects of source and level are means of 24 replicate pens (one pig per replicate pen was sampled).
2Antimicrobial resistance genes for: Cu (tcrB), erythromycin (ermB), tetracycline (tetM), and vancomycin (vanA, vanB, vanC1, and vanC2).
3Values in parenthesis show the prevalence percentage expressed for the total Enterococcus spp. isolates.
Figure 6.
Percentage of Enterococcus spp. isolates resistant to different antimicrobials agents from pigs fed diets with two Cu and Zn sources (SF and HCl) at two Cu levels (15 and 160 mg/kg).
Figure 7.
Differentially abundant taxa at the genus level (ln change and FDR-adjusted P < 0.20) between SF diets supplemented at high and nutritional Cu levels. Positive values (green color) and negative values (red color) indicate greater and lower abundance, respectively. Taxa are sorted by level of significance (from higher to lower). Only significant taxa are presented. Data are means of 12 replicate pens for the two-way interaction (one pig per replicate pen was sampled).
Figure 8.
Differentially abundant taxa at the genus level (ln change and FDR-adjusted P < 0.20) between HCl diets supplemented at high and nutritional Cu levels. Positive values (green color) and negative values (red color) indicate greater and lower abundance, respectively. Taxa are sorted by level of significance (from higher to lower). Only significant taxa are presented. Data are means of 12 replicate pens for the two-way interaction (one pig per replicate pen was sampled).
Discussion
Effect of Cu level supplementation
Higher dietary Cu level increased growth performance, resulting in a difference of 1 kg BW at the end of the nursery period under challenging conditions. Suggested mechanisms for high dietary Cu level effects on performance include their effects on microbiota (Pang et al., 2009), on lipase and phospholipase activity and fat digestibility (Luo and Dove, 1996; Gonzales-Eguia et al., 2009), and on hormone production in the intermediary metabolism (Li et al., 2008) and ghrelin synthesis in the stomach (Yang et al., 2012). In fact, previous studies reported that high dietary Cu levels (160 mg/kg) in pigs’ diets increased feed intake and growth performance (Bikker et al., 2015). It must be noted that in our study, weaned pigs were allotted to previously used pens that were not disinfected or cleaned in order to provide poor sanitary conditions through contact with a wide range of fecal microorganisms from older pigs. In this sense, ADG (280 g) of pigs fed the high dietary levels of Cu diets were lower than the common ADG recorded in the farm (290 g) not only in standard commercial conditions when pens were properly clean but also with the inclusion of therapeutic doses of Zn in the feed.
Different dietary levels of Cu were also associated with changes in mineral tissue concentration. High Cu levels in the diet increased the Cu and Zn content in the liver and serum. The liver is the primary storage organ and is responsible for regulating the amount of Cu and Zn in the body through bile excretion to the intestinal tract or distributing it through the blood to other organs. Therefore, the complementary evaluation of trace minerals in serum or plasma could indicate the amount of trace minerals that are circulating in the body (López-Alonso, 2012). Usually, the main antagonistic interaction between Cu and Zn has been observed when high levels of Zn in the diet (>2,000 mg/kg) are supplemented, resulting in a Cu deficiency (Gaudré, 2016). Meanwhile, dietary Cu has little or no effect on Zn metabolism (Keen et al., 1985).
One of the primary functions of Cu is to be part of a large number of cuproenzymes in the catalysis of superoxide radicals (Suttle, 2010). Nevertheless, in excess or free unbound in the bloodstream, Cu is potentially toxic resulting in oxidation and catalyzing the formation of hydroxyl radicals (Bremner, 1998; Gaetke et al., 2014). In the present study, feeding pigs high Cu levels resulted in lower GPX activity compared with pigs fed nutritional Cu levels, suggesting that more Cu ions lead to more oxidation in plasma.
High dietary levels of Cu were also able to modify the main variable of microbiome composition. In fact, one of the growth-promoting actions of Cu has been attributed to its antimicrobial effect. Diets supplemented with Cu at 160 mg/kg decreased Brucellaceae, Streptococcus, and Pseudomonas, which may contain opportunistic pathogens, and increased Ruminococcaceae, Actinobacillus, and Roseburia compared with Cu at 15 mg/kg. The bacterial modulation, toward the reduction of opportunistic pathogens together with the development of saprophytic bacteria, could lead to a significant improvement in intestinal nutrient absorption and, therefore, pig feed efficiency. Furthermore, it is known that many members of the family and genera, which increased as a result of high Cu supplementation, produce (directly or indirectly) short-chain fatty acids (SCFA; i.e., butyrate, propionate, and acetate) (Tungland, 2018). For instance, Roseburia is known to be a butyrate producer from the fermentation of dietary nondigestible carbohydrates, but in vitro studies have also shown that genera such as Roseburia and Eubacterium can use the lactate and/or acetate produced by Bifidobacterium to produce other SCFA as propionate (Duncan et al., 2002; Tungland, 2018). SCFA are essential forms of energy, which are rapidly absorbed by colonic epithelial cells to exert beneficial effects on the host, such as protection against colonic diseases, improvement of intestinal barrier function, and reduction of inflammation in the gut (Ríos-Covián et al., 2016). Although SCFA were not directly measured in the present study, these bacterial findings could support improved growth performance of pigs when diets are supplemented with Cu at 160 mg/kg in contrast to diets with Cu at 15 mg/kg. The association between intestinal microbiota composition of pigs and their growth performance and health has been explored in previous studies (Højberg et al., 2005; Mei et al., 2009; Yu et al., 2017).
The effect of high Cu concentration on microbial cells has been related to the induced production of intracellular reactive oxygen radicals inactivating cell components, such as nucleic acids, lipids, and proteins resulting in bacterial death (Djoko et al., 2015). However, to protect themselves from this toxic effect, bacteria evolved a range of mechanisms such as extracellular sequestration of Cu ions, relative impermeability of the outer and inner bacterial membranes to Cu ions, metallothionein Cu-scavenging proteins in the cytoplasm and periplasm, and active extrusion of Cu from the cell. The latter appears to be the chief mechanism of Cu tolerance in bacteria and has been extensively studied in Gram-positive and Gram-negative bacteria (Grass et al., 2011). Most of the Cu-scavenging proteins (CPx-type ATPases) are encoded by genes located on the chromosome. Meanwhile, Cu resistance genes are often located on plasmids, being in most cases transferable (Hasman and Aarestrup, 2002). The transferable and plasmid-located Cu resistance gene designated as tcrB has been identified in several Enterococcus species, including E. faecium and E. faecalis (Hasman and Aarestrup, 2002; Hasman et al., 2006). Interestingly, the same plasmid was also found to carry genes ermB and vanA, which encode resistance to macrolides and glycopeptides, respectively (Hasman and Aarestrup, 2002; Hasman et al., 2006). Therefore, in the present study, we focused on the detection of Cu, VAN, TET, and ERY resistance genes in Enterococcus spp. isolates. A total of 40 samples were identified as Enterococcus spp., being E. faecalis the most dominating (65%). From these, all isolates were negative for the tcrB gene. Previous studies conducted in Denmark and the United States (U.S.) reported the prevalence of the tcrB gene in enterococcal isolates at 76% (Hasman and Aarestrup, 2002), 11.9% (Amachawadi et al., 2011) and 4.9% (Amachawadi et al., 2010) on pigs, 34% on broiler chickens (Hasman and Aarestrup, 2002), 16% on calves (Hasman and Aarestrup, 2002), and 6.9% on heifers (Amachawadi et al., 2013). It must be noted that the highest prevalence (76%) of the tcrB gene was described in pigs before slaughter in Denmark. The authors (Hasman and Aarestrup, 2002) point out that in Denmark, on the date when the study was performed (1998), high (165 mg/kg) concentrations of Cu SF were supplemented in weaned pigs (< 35 kg) decreasing afterward (25 mg/kg), whereas lower prevalence (Amachawadi et al., 2010, 2011) were obtained in U.S. studies feeding lower levels of Cu (16.5 and 125 mg/kg) for 35 to 42 d, similar to our study. Differences in prevalence of the tcrB gene reported in previous studies question whether the prevalence of the Cu resistance gene can be determined by the age of the animal, by a long-term effect of the animal’s exposure (e.g., from suckling until slaughter) or by prolonged exposure of the farm to high levels of Cu. In a longitudinal study, Amachawadi et al. (2011) did not find a linear increase (days 0, 14, 28, and 42) in the prevalence of tcrB-positive fecal enterococci in weaned pigs fed diets with a continued supplementation of low (16 mg/kg) or high (125 mg/kg) level of Cu for 42 d. Further longitudinal field studies are required to elucidate the effect of high levels of Cu in the diet in the presence of the tcrB gene in animals in a farm environment. The absence of the tcrB gene in our isolates agrees with the low MIC Cu results (<10 mM). From the literature, it can be drawn that tcrB-positive Enterococcus are associated with MIC > 20 mM/Cu, while those tcrB-negative isolates had values <8 mM/Cu (Hasman and Aarestrup, 2002; Amachawadi et al., 2010, 2011, 2013). No resistance genes for vanA, vanB, vanC1, and vanC2 were detected, and all isolates were phenotypically susceptible to VAN. Surprisingly, the prevalence of ermB (7.5%) and tetM (5%) genes was low as opposed to the phenotypically resistant results to ERY and TET. In Enterococcus spp., the most common genes conferring resistance to antibiotics are for ERY, TET, and VAN (Oravcova et al., 2019; Tian et al., 2019). Nevertheless, it is possible that this phenotypical resistance is conferred by other mechanisms or untested genes. The high rates in phenotypical resistance of enterococcal isolates could be explained by the fact that the north-east of Spain has one of the densest pig populations in Europe and different antimicrobial agents are still widely used in livestock. Moreover, a long-term effect on the microbial population after antibiotic administration should be considered. In pigs, the effects of a single intramuscular administration of amoxicillin may persist at least after 5 wk (Janczyk et al., 2007). Although the potential selective pressure that Cu supplementation could exert on antimicrobial resistance was not evidenced in the present study, it certainly requires more attention.
Effect of Cu and Zn source supplementation
In the present study, differences between mineral sources were observed in growth performance (ADFI and G:F), mineral tissue content, and microbial community. Results of studies with broiler chickens indicate that the effect of Cu and Zn on growth performance could depend on chemical differences between trace mineral sources. Olukosi et al. (2018) reported that broiler chickens receiving Zn and Cu HCl had greater G:F than those fed Zn and Cu SF. Likewise, Lu et al. (2010) described that broiler chickens fed 200 mg/kg Cu as Tribasic copper chloride (TBCC) had greater ADG than those fed Cu SF. Similarly, supplementation of diets for broiler chickens with Cu SF at 300 mg/kg had reduced ADG and reduced G:F ratio than birds fed Cu2O at the same level (Hamdi et al., 2018). Results of pig studies have demonstrated that other forms of both Cu and Zn, such as lysine complex (Coffey et al., 1994; Apgar et al., 1995; Cheng et al., 1998) and HCl (Cromwell et al., 1998; Fry et al., 2012; Carpenter et al., 2016), are as effective in improving growth as SF minerals. Although different studies on pigs have shown no differences between Cu and Zn sources at high or low levels, the evaluation of intermediate levels might reveal differences that are mainly driven by the higher or lower bioavailability of trace mineral sources. In this sense, Veum et al. (2004) reported that feeding pigs with intermediate Cu levels (25, 50, and 100 mg/kg) as Cu proteinate had higher ADG and ADFI than those fed a high level of Cu SF (250 mg/kg). The possibility of reducing the amounts of Cu and Zn by using higher bioavailable sources could represent an alternative to the inclusion of pharmaceutical doses of trace minerals in diets. Therefore, the negative interactions between nutrients and the environmental impact attributed to high doses could be reduced without affecting pig performance. In the context of stricter regulations, further studies exploring the bioavailability through increasing doses of different mineral sources should be explored, particularly to suckling and weaned pigs.
Pigs fed with HCl minerals had higher Cu concentrations in liver and serum compared with SF. An important factor for intestinal absorption of Cu and Zn is their availability as free ions in the intestinal lumen (Martin et al., 2013). Results from our laboratory confirmed that SFs are highly soluble in a wide range of pH from 2.5 to 6.5, whereas HCl minerals are less soluble at pH 6.5 but highly soluble at pH 2.5, as previously reported (Pang and Applegate, 2006). Consequently, less chelated interactions with other components of the diet may have occurred with HCl minerals, making them more available to be absorbed compared with SF. The fact that pigs fed a high level of Cu as SF had lower Zn content in the tibia could suggest a likely antagonistic interaction between high Cu level and Zn, and possibly with other minerals, for metal-binding sites that HCl minerals did not show. Results from earlier studies reported differences and interactions between Cu and Zn sources in absorption and mineral tissue accumulation. For instance, in broiler chickens, Olukosi et al. (2018) reported that Cu liver was influenced by the Cu and Zn source being greater for HCl than for SF minerals. Huang et al. (2015) reported greater Zn and Cu storage in the liver of pigs fed Cu as TBCC compared with those fed Cu as SF. Further studies involving complementary analysis of both protein and mRNA levels of Cu and Zn transporters could help to clarify differences in mineral storage as well as lead to a more comprehensive understanding of metal absorption pathways.
After 14 d of weaning, a tendency for higher serum GPX activity in pigs fed Cu and Zn HCl was observed. Highly soluble trace mineral sources may result in greater oxidation rates (Miles et al., 1998). Earlier studies in broiler chickens reported that TBCC was less active than SF in promoting oxidation of vitamin E in feed and in reducing vitamin E content in plasma and liver (Luo et al., 2005; Lu et al., 2010). Results of studies with pigs demonstrated that Cu SF diet at 225 mg Cu/kg may cause greater oxidative stress in the duodenum than Cu as TBCC (Fry et al., 2012; Huang et al., 2015). The covalent bonding of HCl trace minerals could allow Cu and Zn to gradually become soluble in the small intestine, thus resulting in less oxidative stress than the SF counterparts, as suggested by Fry et al. (2012).
Since mineral sources have different solubility, they may affect the intestinal microbiota differently. In our study, an increase in the relative abundance of some beneficial bacteria was observed in pigs fed HCl minerals, particularly at high Cu level. From the literature, it is known that gut microbiota plays essential roles in amino acid catabolism and energy harvest from the diet. Indeed, genera such as Lachnospira, Roseburia, and Coprococcus produce various metabolites such as SCFA and biogenic amines (Tungland, 2018). Based on these results, HCl diets appear to improve the intestinal microbiota profile and some mineral content in tissues. High levels of Cu as HCl increased BW performance; however, the beneficial effects of HCl were not completely reflected in pig feed efficiency compared with high Cu SF. Additional markers such as fecal consistency score and intestinal integrity indicators, which were not measured in the present study, are needed to draw consistent conclusions.
No differences in the presence of antimicrobial resistance genes or phenotypical antimicrobial resistance profile between Cu and Zn sources were observed. Nevertheless, this relationship should be discussed in field studies in greater depth and with a greater number of Enterococcus spp. isolated.
In conclusion, the EU permissible levels of Cu (160 mg/kg) increased growth performance and modulated bacterial communities compared with nutritional levels (15 mg/kg) in weaned pigs reared under challenging conditions. Different effects on mineral tissue content and microbial modulation were observed between Cu and Zn sources. The reduction of Cu and Zn contents in pig diets by using higher bioavailable sources should be explored in order to reduce the environmental impact. Longitudinal field studies are necessary to confirm the influence of high levels of Cu supplement on antimicrobial cross-resistance genes.
Acknowledgments
We gratefully acknowledge the support of the Secretaria de Educación Superior, Ciencia, Tecnología e Innovación de Ecuador (SENESCYT) for the provision of a pre-doctoral scholarship (CZ03-000367-2018). We are also grateful to the Servei d´Anàlisi Química at the Universitat Autònoma de Barcelona for the chemical service.
Glossary
Abbreviations
- ADFI
average daily feed intake
- ADG
average daily gain
- AMP
ampicillin
- BW
body weight
- CLIN
clindamycin
- CLOR
chloramphenicol
- CP
ciprofloxacin
- DNA
deoxyribonucleic acid
- ENR
enrofloxacin
- ERY
erythromycin
- EU
European Union
- FDR
false discovery rate
- G: F
gain to feed
- GEN
gentamicin
- GIT
gastrointestinal tract
- GPX
glutathione peroxidase
- HCl
hydroxychloride
- ICP-OES
inductively coupled, plasma-optical emission spectroscopy
- IMI
imipenem
- KAN
kanamycin
- MIC
minimum inhibitory concentration
- NDF
Neutral detergent fiber
- NMDS
nonmetric dimensional scaling
- PCR
polymerase chain reaction
- PG
penicillin G
- PRRS
porcine reproductive and respiratory syndrome virus
- PS
pre-starter period
- RNA
ribonucleic acid
- rRNA
ribosomal ribonucleic acid
- SCFA
short-chain fatty acids
- SEM
standard error of the mean
- SF
sulfate
- SOD
superoxide dismutase
- ST
starter period
- ST
streptomycin
- TBCC
tribasic copper chloride
- TET
tetracycline
- VAN
vancomycin
Conflict of interest statement
The authors declare no real or perceived conflicts of interest.
Literature Cited
- Amachawadi R. G., Scott H. M., Alvarado C. A., Mainini T. R., Vinasco J., Drouillard J. S., and Nagaraja T. G.. . 2013. Occurrence of the transferable copper resistance gene tcrB among fecal enterococci of U.S. feedlot cattle fed copper-supplemented diets. Appl. Environ. Microbiol. 79:4369–4375. doi: 10.1128/AEM.00503-13 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Amachawadi R. G., Shelton N. W., Jacob M. E., Shi X., Narayanan S. K., Zurek L., Dritz S. S., Nelssen J. L., Tokach M. D., and Nagaraja T. G.. . 2010. Occurrence of tcrB, a transferable copper resistance gene, in fecal enterococci of swine. Foodborne Pathog. Dis. 7:1089–1097. doi: 10.1089/fpd.2010.0540 [DOI] [PubMed] [Google Scholar]
- Amachawadi R. G., Shelton N. W., Shi X., Vinasco J., Dritz S. S., Tokach M. D., Nelssen J. L., Scott H. M., and Nagaraja T. G.. . 2011. Selection of fecal enterococci exhibiting tcrB-mediated copper resistance in pigs fed diets supplemented with copper. Appl. Environ. Microbiol. 77:5597–5603. doi: 10.1128/AEM.00364-11 [DOI] [PMC free article] [PubMed] [Google Scholar]
- AOAC Int. 2005. Official methods of analysis of AOAC International. 18th ed., rev.1. AOAC Int., Gaithersburg, MD. [Google Scholar]
- Apgar G. A., Kornegay E. T., Lindemann M. D., and Notter D. R.. . 1995. Evaluation of copper sulfate and a copper lysine complex as growth promoters for weanling swine. J. Anim. Sci. 73:2640–2646. doi: 10.2527/1995.7392640x [DOI] [PubMed] [Google Scholar]
- Bikker P., van Baal J., Binnendijk G. P., van Diepen J. T., Troquet L. M., and Jongbloed A. W.. . Copper in diets for weaned pigs: influence of level and duration of copper supplementation. Wageningen: Wageningen UR (Univesity & Research centre) Livestock Research; 2015. Livestock Research Report No. 830. [Google Scholar]
- Bikker P., van Baal J., Binnendijk G. P., van Diepen J. T., Troquet L. M., and Jongbloed A. W.. Copper in diets for weaned pigs: influence of level and duration of copper supplementation. Wageningen: Wageningen UR (Univesity & Research centre) Livestock Research; 2015. Livestock Research Report No. 830. Available from: http://edepot.wur.nl/336471 [Google Scholar]
- Bremner I. 1998. Manifestations of copper excess. Am. J. Clin. Nutr. 67(5 Suppl):1069S–1073S. doi: 10.1093/ajcn/67.5.1069S [DOI] [PubMed] [Google Scholar]
- Caporaso J. G., Kuczynski J., Stombaugh J., Bittinger K., Bushman F. D., Costello E. K., Fierer N., Peña A. G., Goodrich J. K., Gordon J. I., . et al. 2010. QIIME allows analysis of high-throughput community sequencing data. Nat. Methods 7:335–336. doi: 10.1038/nmeth.f.303 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Carpenter C., Coble K., Woodworth J. C., DeRouchey J. M., Tokach M. D., Goodband R. D., Dritz S. S., and Usry J.. . 2016. Effects of increasing Zn from zinc sulfate or zinc hydroxychloride on finishing pig growth performance, carcass characteristics, and economic return. Kansas Agric. Exp. Stn. Res. Reports. 2(8):1–13. doi: 10.4148/2378-5977.1316 [DOI] [Google Scholar]
- Cheng J., Kornegay E. T., and Schell T.. . 1998. Influence of dietary lysine on the utilization of zinc from zinc sulfate and a zinc-lysine complex by young pigs. J. Anim. Sci. 76:1064–1074. doi: 10.2527/1998.7641064x [DOI] [PubMed] [Google Scholar]
- Coffey R. D., Cromwell G. L., and Monegue H. J.. . 1994. Efficacy of a copper-lysine complex as a growth promotant for weanling pigs. J. Anim. Sci. 72:2880–2886. doi: 10.2527/1994.72112880x [DOI] [PubMed] [Google Scholar]
- Cohen J., and Steward F. A.. . 2014. Hydroxy minerals – the newest development in mineral nutrition. AFMA Matrix. 23:45–49. [Google Scholar]
- Cromwell G. L., Lindemann M. D., Monegue H. J., Hall D. D., and Orr D. E. Jr. 1998. Tribasic copper chloride and copper sulfate as copper sources for weanling pigs. J. Anim. Sci. 76:118–123. doi: 10.2527/1998.761118x [DOI] [PubMed] [Google Scholar]
- Djoko K. Y., Ong C. L., Walker M. J., and McEwan A. G.. . 2015. The role of copper and zinc toxicity in innate immune defense against bacterial pathogens. J. Biol. Chem. 290:18954–18961. doi: 10.1074/jbc.R115.647099 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Duncan S. H., Hold G. L., Barcenilla A., Stewart C. S., and Flint H. J.. . 2002. Roseburia intestinalis sp. nov., a novel saccharolytic, butyrate-producing bacterium from human faeces. Int. J. Syst. Evol. Microbiol. 52:1615–1620. doi: 10.1099/00207713-52-5-1615 [DOI] [PubMed] [Google Scholar]
- Dutka-Malen S., Evers S., and Courvalin P.. . 1995. Detection of glycopeptide resistance genotypes and identification to the species level of clinically relevant enterococci by PCR. J. Clin. Microbiol. 33:24–27. [DOI] [PMC free article] [PubMed] [Google Scholar]
- EFSA FEEDAP 2014. Scientific Opinion on the potential reduction of the currently authorised maximum zinc content in complete feed. EFSA J. 12:1–77. doi: 10.2903/j.efsa.2014.3668 [DOI] [Google Scholar]
- EFSA FEEDAP 2016. Revision of the currently authorised maximum copper content in complete feed. EFSA J. 14:1–100. doi: 10.2903/j.efsa.2016.4563 [DOI] [Google Scholar]
- European Commission 2018. Commission implementing regulation (EU) 2018/1039 of 23 July 2018. EFSA J. 2018. [Google Scholar]
- European Parliament 2010. Directive 2010/63/EU of the European Parliament and of the Council of 22 of September 2010 on the protection of animals used for scientific purposes Official J. L276:33–79. Available from: http://data.europa.eu/eli/dir/2010/63/oj [Accessed June 30, 2019]. [Google Scholar]
- Fry R. S., Ashwell M. S., Lloyd K. E., O’Nan A. T., Flowers W. L., Stewart K. R., and Spears J. W.. . 2012. Amount and source of dietary copper affects small intestine morphology, duodenal lipid peroxidation, hepatic oxidative stress, and mRNA expression of hepatic copper regulatory proteins in weanling pigs. J. Anim. Sci. 90:3112–3119. doi: 10.2527/jas.2011-4403 [DOI] [PubMed] [Google Scholar]
- Gaetke L. M., Chow-Johnson H. S., and Chow C. K.. . 2014. Copper: toxicological relevance and mechanisms. Arch. Toxicol. 88:1929–1938. doi: 10.1007/s00204-014-1355-y [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gaudré D. 2016. Nutritional zinc requirements in growing–finishing pigs. Le Cah. l’IFIP. 3:9–18. [Google Scholar]
- Gonzales-Eguia A., Fu C. M., Lu F. Y., and Lien T. F.. . 2009. Effects of nanocopper on copper availability and nutrients digestibility, growth performance and serum traits of piglets. Livest. Sci. 126:122–129. doi: 10.1016/j.livsci.2009.06.009 [DOI] [Google Scholar]
- Grass G., Rensing C., and Solioz M.. . 2011. Metallic copper as an antimicrobial surface. Appl. Environ. Microbiol. 77:1541–1547. doi: 10.1128/AEM.02766-10 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hamdi M., Solà D., Franco R., Durosoy S., Roméo A., and Pérez J. F.. . 2018. Including copper sulphate or dicopper oxide in the diet of broiler chickens affects performance and copper content in the liver. Anim. Feed Sci. Technol. 237:89–97. doi: 10.1016/j.anifeedsci.2018.01.014 [DOI] [Google Scholar]
- Hasman H., and Aarestrup F. M.. . 2002. tcrB, a gene conferring transferable copper resistance in Enterococcus faecium: occurrence, transferability, and linkage to macrolide and glycopeptide resistance. Antimicrob. Agents Chemother. 46:1410–1416. doi: 10.1128/aac.46.5.1410-1416.2002 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hasman H., Kempf I., Chidaine B., Cariolet R., Ersbøll A. K., Houe H., Bruun Hansen H. C., and Aarestrup F. M.. . 2006. Copper resistance in Enterococcus faecium, mediated by the tcrB gene, is selected by supplementation of pig feed with copper sulfate. Appl. Environ. Microbiol. 72:5784–5789. doi: 10.1128/AEM.02979-05 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Højberg O., Canibe N., Poulsen H. D., Hedemann M. S., and Jensen B. B.. . 2005. Influence of dietary zinc oxide and copper sulfate on the gastrointestinal ecosystem in newly weaned piglets. Appl. Environ. Microbiol. 71:2267–2277. doi: 10.1128/AEM.71.5.2267-2277.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huang Y. L., Ashwell M. S., Fry R. S., Lloyd K. E., Flowers W. L., and Spears J. W.. . 2015. Effect of dietary copper amount and source on copper metabolism and oxidative stress of weanling pigs in short-term feeding. J. Anim. Sci. 93:2948–2955. doi: 10.2527/jas.2014-8082 [DOI] [PubMed] [Google Scholar]
- Jacob M. E., Fox J. T., Narayanan S. K., Drouillard J. S., Renter D. G., and Nagaraja T. G.. . 2008. Effects of feeding wet corn distillers grains with solubles with or without monensin and tylosin on the prevalence and antimicrobial susceptibilities of fecal foodborne pathogenic and commensal bacteria in feedlot cattle. J. Anim. Sci. 86:1182–1190. doi: 10.2527/jas.2007-0091 [DOI] [PubMed] [Google Scholar]
- Janczyk P., Pieper R., Souffrant W. B., Bimczok D., Rothkötter H. J., and Smidt H.. . 2007. Parenteral long-acting amoxicillin reduces intestinal bacterial community diversity in piglets even 5 weeks after the administration. ISME J. 1:180–183. doi: 10.1038/ismej.2007.29 [DOI] [PubMed] [Google Scholar]
- Kariyama R., Mitsuhata R., Chow J. W., Clewell D. B., and Kumon H.. . 2000. Simple and reliable multiplex PCR assay for surveillance isolates of vancomycin-resistant enterococci. J. Clin. Microbiol. 38:3092–3095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Keen C. L., Reinstein N. H., Goudey-Lefevre J., Lefevre M., Lönnerdal B., Schneeman B. O., and Hurley L. S.. . 1985. Effect of dietary copper and zinc levels on tissue copper, zinc, and iron in male rats. Biol. Trace Elem. Res. 8:123–136. doi: 10.1007/BF02917466 [DOI] [PubMed] [Google Scholar]
- Lallès J. P., Bosi P., Smidt H., and Stokes C. R.. . 2007. Nutritional management of gut health in pigs around weaning. Proc. Nutr. Soc. 66:260–268. doi: 10.1017/S0029665107005484 [DOI] [PubMed] [Google Scholar]
- Li J., Yan L., Zheng X., Liu G., Zhang N., and Wang Z.. . 2008. Effect of high dietary copper on weight gain and neuropeptide Y level in the hypothalamus of pigs. J. Trace Elem. Med. Biol. 22:33–38. doi: 10.1016/j.jtemb.2007.10.003 [DOI] [PubMed] [Google Scholar]
- López-Alonso M. 2012. Trace minerals and livestock: not too much not too little. ISRN Vet. Sci. 2012:704825. doi: 10.5402/2012/704825 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lu L., Wang R. L., Zhang Z. J., Steward F. A., Luo X., and Liu B.. . 2010. Effect of dietary supplementation with copper sulfate or tribasic copper chloride on the growth performance, liver copper concentrations of broilers fed in floor pens, and stabilities of vitamin E and phytase in feeds. Biol. Trace Elem. Res. 138:181–189. doi: 10.1007/s12011-010-8623-3 [DOI] [PubMed] [Google Scholar]
- Luo X. G., and Dove C. R.. . 1996. Effect of dietary copper and fat on nutrient utilization, digestive enzyme activities, and tissue mineral levels in weanling pigs. J. Anim. Sci. 74:1888–1896. doi: 10.2527/1996.7481888x [DOI] [PubMed] [Google Scholar]
- Luo X. G., Ji F., Lin Y. X., Steward F. A., Lu L., Liu B., and Yu S. X.. . 2005. Effects of dietary supplementation with copper sulfate or tribasic copper chloride on broiler performance, relative copper bioavailability, and oxidation stability of vitamin E in feed. Poult. Sci. 84:888–893. doi: 10.1093/ps/84.6.888 [DOI] [PubMed] [Google Scholar]
- Martin L., Lodemann U., Bondzio A., Gefeller E. M., Vahjen W., Aschenbach J. R., Zentek J., and Pieper R.. . 2013. A high amount of dietary zinc changes the expression of zinc transporters and metallothionein in jejunal epithelial cells in vitro and in vivo but does not prevent zinc accumulation in jejunal tissue of piglets. J. Nutr. 143:1205–1210. doi: 10.3945/jn.113.177881 [DOI] [PubMed] [Google Scholar]
- Mei S. F., Yu B., Ju C. F., Zhu D., and Chen D. W.. . 2009. Effect of different levels of copper on growth performance and cecal ecosystem of newly weaned piglets. Ital. J. Anim. Sci. 9:378–381. doi: 10.4081/ijas.2010.e71 [DOI] [Google Scholar]
- Miles R. D., O’Keefe S. F., Henry P. R., Ammerman C. B., and Luo X. G.. . 1998. The effect of dietary supplementation with copper sulfate or tribasic copper chloride on broiler performance, relative copper bioavailability, and dietary prooxidant activity. Poult. Sci. 77:416–425. doi: 10.1093/ps/77.3.416 [DOI] [PubMed] [Google Scholar]
- Namkung H., Gong J., Yu H., and De Lange C. F. M.. . 2006. Effect of pharmacological intakes of zinc and copper on growth performance, circulating cytokines and gut microbiota of newly weaned piglets challenged with coliform lipopolysaccharides. Can. J. Anim. Sci. 86:511–522. doi: 10.4141/A05-075 [DOI] [Google Scholar]
- NRC 2012. Nutrient requirements of swine. 11th rev.ed. Washington (DC): The National Academies Press. [Google Scholar]
- Oksanen J., Blanchet F. G., Friendly M., Kindt R., Legendre P., Mcglinn D., Minchin P. R., Hara R. B. O., Simpson G. L., Solymos P., Package ‘ vegan.’ version 2.4-2. Available from: https://CRAN.R-project.org/package=vegan ; https://github.com/vegandevs/vegan. [Accessed October 5, 2019].’. 2017. [Google Scholar]
- Olivares M., and Uauy R.. . 1996. Copper as an essential nutrient. Am. J. Clin. Nutr. 63:791S–796S. doi: 10.4141/A05-075 [DOI] [PubMed] [Google Scholar]
- Olukosi O. A., van Kuijk S., and Han Y.. . 2018. Copper and zinc sources and levels of zinc inclusion influence growth performance, tissue trace mineral content, and carcass yield of broiler chickens. Poult. Sci. 97:3891–3898. doi: 10.3382/ps/pey247 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Oravcova V., Kolar M., and Literak I.. . 2019. Highly variable vancomycin-resistant enterococci in the north-eastern part of the Czech Republic. Lett. Appl. Microbiol. 69:16–22. doi: 10.1111/lam.13121 [DOI] [PubMed] [Google Scholar]
- Pang Y., and Applegate T. J.. . 2006. Effects of copper source and concentration on in vitro phytate phosphorus hydrolysis by phytase. J. Agric. Food Chem. 54:1792–1796. doi: 10.1021/jf052053b [DOI] [PubMed] [Google Scholar]
- Pang Y., and Applegate T. J.. . 2007. Effects of dietary copper supplementation and copper source on digesta pH, calcium, zinc, and copper complex size in the gastrointestinal tract of the broiler chicken. Poult. Sci. 86:531–537. doi: 10.1093/ps/86.3.531 [DOI] [PubMed] [Google Scholar]
- Pang Y., Patterson J. A., and Applegate T. J.. . 2009. The influence of copper concentration and source on ileal microbiota. Poult. Sci. 88:586–592. doi: 10.3382/ps.2008-00243 [DOI] [PubMed] [Google Scholar]
- Park C. S., and Kim B. G.. . 2016. In vitro solubility of copper(II) sulfate and dicopper chloride trihydroxide for pigs. Asian-Australas. J. Anim. Sci. 29:1608–1615. doi: 10.5713/ajas.16.0189 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Paulson N. J., Olson N. D., Braccia D. J., Wagner J., Talukder H., Pop M., and Bravo H. C.. . 2019. Package “metagenomeSeq.” R Package. version 1.28.2. Available from: http://cbcb.umd.edu/software/metagenomeSeq [Accessed October 5, 2019].
- Queipo-Ortuño M. I., De Dios Colmenero J., Macias M., Bravo M. J., and Morata P.. . 2008. Preparation of bacterial DNA template by boiling and effect of immunoglobulin G as an inhibitor in real-time PCR for serum samples from patients with brucellosis. Clin. Vaccine Immunol. 15:293–296. doi: 10.1128/CVI.00270-07 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ríos-Covián D., Ruas-Madiedo P., Margolles A., Gueimonde M., de los Reyes-Gavilán C. G., and Salazar N.. . 2016. Intestinal short chain fatty acids and their link with diet and human health. Front. Microbiol. 7:185. doi: 10.3389/fmicb.2016.00185 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Suttle N. F. 2010. Mineral nutrition of livestock. 4th ed. Oxon (UK):CABI Publishing. [Google Scholar]
- Tian Y., Yu H., and Wang Z.. . 2019. Distribution of acquired antibiotic resistance genes among Enterococcus spp. isolated from a hospital in Baotou, China. BMC Res. Notes. 12:27. doi: 10.1186/s13104-019-4064-z [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tungland B. 2018. Short-chain fatty acid production and functional aspects on host metabolism. In: Haley, M., S. Masucci, and F. Coulthurst, editors, Human Microbiota in Health and Disease: From Pathogenesis to Therapy. San Diego (CA): Academic Press. Elsevier Inc; p. 37–106. [Google Scholar]
- Van Noten N., Gorissen L., and De Smet S.. . 2016. Assistance in the update of the systematic literature review (SLR): “Influence of copper on antibiotic resistance of gut microbiota on pigs (including piglets).” EFSA Support. Publ. 2016:EN–10. [Google Scholar]
- Veum T. L., Carlson M. S., Wu C. W., Bollinger D. W., and Ellersieck M. R.. . 2004. Copper proteinate in weanling pig diets for enhancing growth performance and reducing fecal copper excretion compared with copper sulfate. J. Anim. Sci. 82:1062–1070. doi: 10.2527/2004.8241062x [DOI] [PubMed] [Google Scholar]
- Wang Q., Garrity G. M., Tiedje J. M., and Cole J. R.. . 2007. Naive Bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy. Appl. Environ. Microbiol. 73:5261–5267. doi: 10.1128/AEM.00062-07 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wood D. E., and Salzberg S. L.. . 2014. Kraken: ultrafast metagenomic sequence classification using exact alignments. Genome Biol. 15:R46. doi: 10.1186/gb-2014-15-3-r46 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang W., Wang J., Zhu X., Gao Y., Liu Z., Zhang L., Chen H., Shi X., Yang L., and Liu G.. . 2012. High lever dietary copper promote ghrelin gene expression in the fundic gland of growing pigs. Biol. Trace Elem. Res. 150:154–157. doi: 10.1007/s12011-012-9477-7 [DOI] [PubMed] [Google Scholar]
- Yu T., Zhu C., Chen S., Gao L., Lv H., Feng R., Zhu Q., Xu J., Chen Z., and Jiang Z.. . 2017. Dietary high zinc oxide modulates the microbiome of ileum and colon in weaned piglets. Front. Microbiol. 8:1–12. doi: 10.3389/fmicb.2017.00825 [DOI] [PMC free article] [PubMed] [Google Scholar]








