| Literature DB >> 32792575 |
Alberto Torres-Pitarch1,2, Gillian E Gardiner3, Paul Cormican4, Mary Rea5,6, Fiona Crispie5,6, John V O'Doherty2, Pierre Cozannet7, Tomas Ryan1, James Cullen3, Peadar G Lawlor8.
Abstract
This study aimed to determine the impact of fermenting the cereal fraction of the diet (Cferm) and enzyme supplementation (ENZ) on the bacterial composition of the feed, nutrient digestibility, pig growth, feed efficiency (FE), intestinal volatile fatty acid (VFA) concentrations and intestinal microbiota composition. A total of 252 grow-finisher pigs (~ 40.4 kg; 7 pigs/pen) were randomly allocated to 4 diets in a 2 × 2 factorial arrangement for 55d. The diets were: (1) fresh liquid feed (Fresh); (2) Cferm liquid feed (Ferm); (3) Fresh + ENZ and (4) Ferm + ENZ. Cferm increased total tract nutrient digestibility, reduced caecal butyrate and propionate concentrations, and increased average daily gain (ADG). ENZ increased ileal and total tract nutrient digestibility, reduced caecal isobutyrate and propionate concentrations, and improved FE. Bacterial taxa positively correlated with pig growth (Lactobacillus kisonensis in the ileum and Roseburia faecis in the caecum) were more abundant in pigs fed ENZ diets, whereas most of the ileal bacterial taxa negatively correlated with growth (Megasphaera, Bifidobacterium and Streptococcus) had lower abundance in pigs fed Cferm diets. In conclusion, Cferm increased ADG and ENZ improved FE, with these improvements possibly mediated by increased nutrient digestibility, and beneficial modulation of the intestinal microbiota.Entities:
Mesh:
Substances:
Year: 2020 PMID: 32792575 PMCID: PMC7426827 DOI: 10.1038/s41598-020-70443-x
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Ingredient and nutrient composition of dietary components and experimental dietsa (on an air dry basis, g/kg unless otherwise stated).
| Dietary components | Experimental diets | ||||
|---|---|---|---|---|---|
| CER | CER + ENZ | BAL | Basal | Basal + ENZ | |
| Barley | 450.60 | 450.48 | 0.00 | 377.30 | 377.19 |
| Wheat | 418.00 | 418.00 | 0.00 | 350.00 | 349.99 |
| Soya bean meal | 0.00 | 0.00 | 829.60 | 135.00 | 134.97 |
| Wheat pollard | 131.40 | 131.40 | 0.00 | 110.00 | 110.02 |
| Limestone | 0.00 | 0.00 | 76.80 | 12.50 | 12.50 |
| Lysine | 0.00 | 0.00 | 26.90 | 4.40 | 4.37 |
| Mono dicalcium phosphate | 0.00 | 0.00 | 22.60 | 3.70 | 3.68 |
| Salt | 0.00 | 0.00 | 18.40 | 3.00 | 3.00 |
| L-threonine | 0.00 | 0.00 | 6.70 | 1.10 | 1.09 |
| Soya oil | 0.00 | 0.00 | 6.10 | 1.00 | 1.00 |
| Vitamin and mineral premixc | 0.00 | 0.00 | 6.10 | 1.00 | 1.00 |
| DL-methionine | 0.00 | 0.00 | 4.90 | 0.80 | 0.80 |
| Celite | 0.00 | 0.00 | 1.80 | 0.30 | 0.30 |
| Enzymed | 0.00 | 0.12 | 0.00 | 0.00 | 0.10 |
| Cereal fraction | 1,000.00 | 1,000.00 | 0.00 | 837.30 | 837.30 |
| Balancer fraction | 0.00 | 0.00 | 1,000.00 | 162.70 | 162.70 |
| Dry matter | 866.00 | 867.00 | 899.00 | 871.00 | 872.00 |
| Crude protein | 103.00 | 106.00 | 423.00 | 155.00 | 157.00 |
| Ash | 21.00 | 22.00 | 174.00 | 45.900 | 46.70 |
| Oil | 27.00 | 27.00 | 28.00 | 27.20 | 27.20 |
| Crude fibre | 39.00 | 39.00 | 28.00 | 37.20 | 37.20 |
| Neutral detergent fibre | 139.00 | 134.00 | 67.00 | 127.30 | 123.10 |
| Acid detergent fibre | 53.00 | 51.00 | 43.00 | 51.60 | 49.70 |
| Net energy, MJ/kg | – | – | – | 9.40 | 9.40 |
| Total lysine | 3.60 | 3.60 | 40.20 | 9.55 | 9.55 |
| SIDf Lysine | – | – | – | 9.15 | 9.15 |
| Total Ca | – | – | – | 6.48 | 6.48 |
| Digestible P | – | – | – | 2.40 | 2.40 |
| Xylanase activityg, VU/kg | 0.00 | 5,712 | – | 0.00 | 4,783 |
| β-glucanase activityg, VU/kg | 0.00 | 5,542 | – | 0.00 | 4,640 |
CER cereal fraction of the diet, CER + ENZ cereal fraction of the diet supplemented with a carbohydrase enzyme (xylanase and β-glucanase, ENZ), BAL balancer fraction (non-cereal component) of the diet.
bCalculated values.
cVitamin and mineral premix provided per kilogram of complete diet (on an air dry basis): Cu from copper sulphate, 15 mg; Fe from ferrous sulphate monohydrate, 24 mg; Mn from manganese oxide, 31 mg; Zn from zinc oxide, 80 mg; I from potassium iodate, 0.3 mg; Se from sodium selenite, 0.2 mg; retinyl acetate 0.7 mg; cholecalciferol, 12.5 μg; DL-alpha-tocopheryl acetate, 40 mg; Vitamin K, 4 mg; vitamin B12, 15 μg; riboflavin, 2 mg; nicotinic acid, 12 mg; pantothenic acid, 10 mg; vitamin B1, 2 mg; vitamin B6, 3 mg; an0d celite, 300 mg.
dCarbohydrase complex based on xylanase and β-glucanase (Rovabio Excel AP, Adisseo France SAS, Antony, France) providing a minimum guaranteed content of 2,200 VU and 3,000 VU, respectively, per kg of finished diet (on an air dry basis).
eAnalysed values for dietary components (CER, CER + ENZ and BAL). For the experimental diets (basal and basal + ENZ) values given are calculated from the analysed dietary component values. Values with a “–” were not analysed and the calculated values given for the experimental diets are from the calculated values in the matrix formulation.
fSID = Standardized ileal digestibility.
gOne viscosity unit (VU) is defined as the amount of enzyme reducing the viscosity of the solution, to give a change in relative fluidity of 1 dimensionless unit per minute per g at pH 5.5 and 30 °C.
Analysed amino acid (AA) composition (n = 1, %), pH (n = 1), volatile fatty acid (VFA) concentrations (n = 1, mmol/kg) and microbial counts (n = 2, log10 CFU/g) of the cereal fraction (CER) and the cereal fraction supplemented with xylanase and β-glucanase (CER + ENZ) collected from the fermentation tanks during the initial fermentation (0–52 h) and during the feeding trial (d10, d51).
| CER | CER + ENZ | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 h | 12 h | 24 h | 52 h | d10 | d51 | 0 h | 12 h | 24 h | 52 h | d10 | d51 | SDa | |
| Lysine | 0.49 | 0.41 | 0.39 | 0.37 | 0.37 | 0.39 | 0.40 | 0.39 | 0.36 | 0.38 | 0.48 | 0.35 | – |
| Threonine | 0.34 | 0.37 | 0.36 | 0.38 | 0.36 | 0.37 | 0.38 | 0.39 | 0.36 | 0.38 | 0.43 | 0.35 | – |
| Methionine | 0.15 | 0.19 | 0.18 | 0.19 | 0.19 | 0.19 | 0.18 | 0.19 | 0.18 | 0.18 | 0.22 | 0.17 | – |
| Valine | 0.46 | 0.55 | 0.53 | 0.55 | 0.53 | 0.52 | 0.51 | 0.51 | 0.50 | 0.51 | 0.60 | 0.49 | – |
| Leucine | 0.65 | 0.78 | 0.75 | 0.75 | 0.73 | 0.76 | 0.76 | 0.76 | 0.75 | 0.76 | 0.86 | 0.70 | – |
| Isoleucine | 0.38 | 0.41 | 0.39 | 0.41 | 0.40 | 0.40 | 0.39 | 0.38 | 0.39 | 0.39 | 0.47 | 0.36 | – |
| pH | 6.34 | 6.09 | 4.47 | 3.70 | 3.87 | 3.78 | 6.31 | 6.30 | 5.43 | 3.76 | 3.92 | 3.73 | – |
| Acetate | 29.55 | 16.81 | 20.23 | 27.30 | 28.09 | 50.93 | 20.96 | 16.62 | 23.88 | 23.37 | 85.14 | 84.66 | – |
| Propionate | 0.64 | 0.45 | 0.30 | 0.35 | 0.30 | 0.81 | 0.54 | 0.34 | 0.36 | 0.20 | 0.42 | 1.53 | – |
| Isobutyrate | 1.43 | 1.36 | 1.17 | 1.01 | 0.75 | 1.16 | 1.41 | 1.61 | 1.56 | 1.05 | 1.02 | 1.34 | – |
| Butyrate | 0.51 | 0.40 | 0.23 | 0.25 | 0.15 | 0.30 | 0.47 | 0.31 | 0.25 | 0.16 | 0.31 | 0.28 | – |
| Isovalerate | 0.13 | 0.12 | 0.07 | 0.08 | 0.03 | 0.08 | 0.14 | 0.13 | 0.14 | 0.07 | 0.14 | 0.08 | – |
| Valerate | 0.30 | 0.19 | 0.08 | 0.10 | 0.05 | 0.14 | 0.25 | 0.17 | 0.15 | 0.06 | 0.14 | 0.17 | – |
| Total VFA | 32.55 | 19.03 | 22.08 | 29.09 | 29.37 | 53.40 | 23.77 | 19.18 | 26.35 | 24.90 | 87.18 | 88.05 | – |
| Acetate:Propionate | 45.88 | 37.50 | 67.32 | 78.41 | 94.19 | 63.28 | 38.59 | 48.44 | 66.63 | 115.63 | 202.20 | 55.50 | – |
| Protein-derived VFAb | 1.85 | 1.66 | 1.32 | 1.19 | 0.82 | 1.37 | 1.80 | 1.91 | 1.86 | 1.17 | 1.30 | 1.58 | – |
| Lactic acid bacteria | 5.1 | 8.5 | 9.1 | 9.2 | 9.1 | 9.2 | 5.7 | 6.2 | 8.7 | 8.8 | 9.0 | 9.0 | 0.18 |
| Enterobacteriaceae | 5.2 | 7.0 | 4.9 | < DL | < DL | < DL | 5.3 | 6.0 | 7.7 | < DL | < DL | < DL | 0.13 |
| Yeasts | 4.9 | 5.0 | 5.2 | 6.8 | 6.1 | 6.3 | 3.8 | 4.2 | 5.0 | 4.8 | 6.8 | 6.7 | 0.20 |
| Moulds | < DL | < DL | < DL | < DL | < DL | < DL | < DL | < DL | < DL | < DL | < DL | < DL | – |
aSD standard deviation.
bProtein-derived VFA calculated as the sum of isobutyrate, isovalerate and valerate.
cDL = Detection limit (2 log10 CFU/g for Enterobacteriaceae and 3 log10 CFU/g for yeasts and moulds).
Analysed chemical composition and biogenic amine concentrations of dietary treatments collected from the pen troughs at d10 (on an 88% DM basis, g/kg unless otherwise stated).
| Cereal fermentation (Cferm)a | Fresh | Fresh | Ferm | Ferm | n | SDc |
|---|---|---|---|---|---|---|
| Enzyme (ENZ)b | + | |||||
| Gross energy, MJ/kg | 16.1 | 16.2 | 15.9 | 16.1 | 4 | 0.76 |
| Total oil | 29.7 | 28.4 | 28.4 | 27.0 | 4 | 12.37 |
| Crude fibre | 34.5 | 30.9 | 36.0 | 32.4 | 4 | 4.59 |
| Neutral detergent fibre | 117.2 | 109.0 | 118.2 | 104.5 | 4 | 9.38 |
| Acid detergent fibre | 44.5 | 38.5 | 41.7 | 38.0 | 4 | 8.04 |
| Ash | 46.7 | 39.5 | 48.2 | 42.9 | 4 | 7.37 |
| Crude protein | 160.3 | 157.1 | 160.6 | 165.4 | 4 | 10.52 |
| Lysine | 8.4 | 8.3 | 8.7 | 9.0 | 4 | 0.11 |
| Methionine | 2.6 | 2.6 | 2.6 | 2.7 | 4 | 0.02 |
| Cysteine | 2.8 | 2.7 | 2.6 | 2.8 | 4 | 0.02 |
| Threonine | 5.5 | 5.4 | 5.5 | 6.0 | 4 | 0.04 |
| Tryptophan | 2.0 | 2.1 | 1.9 | 2.3 | 4 | 0.02 |
| Valine | 7.0 | 6.8 | 7.0 | 7.3 | 4 | 0.06 |
| Cadaverine | 18.5 | 19.3 | 186.6 | 6.5 | 2 | 101.64 |
| Tyramine | < 5 | < 5 | < 5 | < 5 | 2 | – |
| Putrescine | 27.8 | 62.1 | 156.0 | 20.7 | 2 | 50.01 |
| Spermine | < 5 | 7.3 | < 5 | < 5 | 2 | 2.04 |
| Spermidine | 34.9 | 31.2 | 31.6 | 36.0 | 2 | 5.57 |
| Histamine | < 5 | 36.0 | 89.9 | 86.1 | 2 | 18.00 |
| pHd | 4.5 | 4.7 | 4.5 | 4.4 | 2 | 0.37 |
| Lactic acid bacteria | 8.5 | 8.8 | 9.1 | 8.7 | 2 | 0.20 |
| Enterobacteriaceae | 5.5 | 5.6 | 5 .1 | 4.6 | 2 | 1.63 |
| Yeasts | 6.6 | 7.5 | 7.2 | 7.6 | 2 | 0.61 |
| Moulds | < DL | < DL | < DL | < DL | 2 | – |
| Acetate | 34.60 | 39.30 | 34.60 | 65.40 | 2 | 5.511 |
| Propionate | 0.42 | 0.55 | 0.56 | 0.65 | 2 | 0.242 |
| Isobutyrate | 0.92 | 1.00 | 0.77 | 0.94 | 2 | 0.099 |
| Butyrate | 0.32 | 0.40 | 0.28 | 0.32 | 2 | 0.109 |
| Isovalerate | 0.05 | 0.12 | 0.15 | 0.07 | 2 | 0.035 |
| Valerate | 0.22 | 0.20 | 0.16 | 0.30 | 2 | 0.057 |
| Total VFA | 36.52 | 41.57 | 36.51 | 67.69 | 2 | 5.448 |
| Acetate:Propionate | 88.24 | 96.68 | 69.30 | 167.82 | 2 | 51.023 |
| Protein-derived VFAf | 1.18 | 1.32 | 1.08 | 1.32 | 2 | 0.132 |
aFermenting the cereal fraction of the diet prior to feeding (fresh = not fermented, ferm = fermented).
bEnzyme supplementation with a Xylanase and β-glucanase complex [unsupplemented (−), supplemented ( +)].
SD standard deviation.
dOn a fresh matter basis.
eDL detection limit (3 Log10 CFU/g).
gProtein-derived VFA calculated as the sum of isobutyrate, isovalerate and valerate.
Figure 1Non-metric multidimensional scaling plots showing the Bray–Curtis β-Diversity distance between sample type (A), ileal digesta samples (B) and caecal digesta samples (C).
Figure 2Relative abundance (%) of bacterial phyla (A) and the 20 most abundant bacterial genera (B) present in the dry dietary components (balancer, cereal and cereal + ENZ), the fermented dietary components (fermented cereals and fermented cereals + ENZ) at different time points (0 h, 12 h, 24 h and 52 h into the initial fermentation and 10d and 51d into the feeding trial), feed at the mixing tanks at different time points (d10 and d51) and feed collected at the pen troughs at different time points (d10 and d51).
Effect of dietary fermentation of cereals with or without carbohydrase supplementation on apparent ileal digestibility (AiD), apparent total tract digestibility (ATTD), pH and volatile fatty acid (VFA) concentrations in the ileal and caecal digesta of grow-finisher pigs (n = 6)1.
| Cereal fermentation (Cferm)2: | Fresh | Fresh | Ferm | Ferm | P-value | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Enzyme (ENZ)3: | SEM4 | ENZ | Cferm | ENZ*Cferm | ||||||
| Dry matter | 65.22 | 69.19 | 63.17 | 67.01 | 1.632 | 0.03 | 0.21 | 0.97 | ||
| Organic matter | 64.24 | 68.33 | 61.81 | 68.33 | 2.060 | 0.02 | 0.19 | 0.93 | ||
| Crude protein | 41.19 | 37.31 | 51.10 | 44.69 | 4.015 | 0.02 | 0.16 | 0.72 | ||
| Gross energy | 63.02 | 68.82 | 61.95 | 63.82 | 1.740 | 0.02 | 0.07 | 0.20 | ||
| Dry matter | 83.23 | 85.41 | 84.79 | 85.98 | 0.286 | < 0.001 | < 0.01 | 0.08 | ||
| Organic matter | 84.28 | 86.49 | 85.73 | 86.92 | 0.327 | < 0.001 | < 0.05 | 0.10 | ||
| Crude protein | 80.68 | 84.25 | 84.44 | 85.94 | 0.635 | < 0.001 | < 0.01 | 0.13 | ||
| Gross energy | 82.24 | 84.77 | 83.84 | 85.55 | 0.388 | < 0.001 | < 0.01 | 0.23 | ||
| Digestible energy, MJ/kg | 14.91 | 15.43 | 15.25 | 15.61 | 0.071 | < 0.001 | < 0.001 | 0.18 | ||
| pH | 5.61 | 5.69 | 5.93 | 6.18 | 0.184 | 0.36 | < 0.05 | 0.61 | ||
| Total VFA5 | 71.24 | 73.12 | 72.50 | 58.86 | 7.302 | 0.37 | 0.42 | 0.29 | ||
| pH | 5.27b | 5.27b | 5.24b | 5.66a | 0.063 | < 0.01 | < 0.01 | < 0.01 | ||
| Acetate | 129.54 | 133.70 | 137.34 | 119.25 | 6.504 | 0.26 | 0.62 | 0.10 | ||
| Propionate | 42.31 | 36.19 | 36.01 | 31.09 | 2.303 | < 0.05 | < 0.05 | 0.75 | ||
| Isobutyrate | 0.87 | 1.01 | 0.80 | 1.08 | 0.102 | < 0.05 | 0.98 | 0.47 | ||
| Butyrate | 21.12 | 21.29 | 18.92 | 15.20 | 1.315 | 0.09 | < 0.01 | 0.06 | ||
| Isovalerate | 1.36 | 1.51 | 1.30 | 1.52 | 0.133 | 0.17 | 0.82 | 0.77 | ||
| Valerate | 2.95 | 2.20 | 1.79 | 1.90 | 0.365 | 0.36 | 0.05 | 0.24 | ||
| Total VFA | 196.81 | 194.20 | 195.40 | 168.69 | 7.120 | < 0.05 | 0.07 | 0.10 | ||
| Acetate:Propionate | 3.25 | 3.76 | 3.93 | 3.91 | 0.251 | 0.28 | 0.07 | 0.23 | ||
| Protein-derived VFA6 | 5.18 | 4.71 | 3.91 | 4.48 | 0.503 | 0.91 | 0.12 | 0.28 | ||
1Values within a row that do not share a common superscript are statistically different (P < 0.05).
2Fermenting the cereal fraction of the diet prior to feeding (fresh = not fermented, ferm = fermented).
3Enzyme supplementation with a Xylanase and β-glucanase complex [unsupplemented (−), supplemented ( +)].
4SEM standard error of the mean.
5Individual concentrations of ileal VFA were not significantly different and therefore only the total VFA concentration is shown.
6Protein-derived VFA calculated as the sum of isobutyrate, isovalerate and valerate.
Effect of dietary cereal fermentation with or without carbohydrase supplementation on growth, feed intake, feed efficiency and carcass quality of grow-finisher pigs (n = 9)1.
| Cereal fermentation (Cferm)2: | Fresh | Fresh | Ferm | Ferm | P-value | |||
|---|---|---|---|---|---|---|---|---|
| Enzyme (ENZ) | + | SEM4 | ENZ | Cferm | ENZ*Cferm | |||
| Day 0 | 40.7 | 40.6 | 40.6 | 40.7 | 0.50 | 0.99 | 0.92 | 0.99 |
| Day 14 | 49.1 | 50.1 | 49.8 | 50.1 | 0.50 | 0.21 | 0.45 | 0.47 |
| Day 28 | 66.1c | 66.8b,c | 68.2a | 67.7a,b | 0.50 | 0.92 | < 0.01 | < 0.05 |
| Day 55 | 95.1c | 96.8a,b | 98.1a | 97.5a,b | 0.50 | 0.23 | < 0.01 | < 0.001 |
| ADG5, g/d | 963 | 993 | 1,024 | 1,012 | 13.2 | 0.48 | < 0.01 | 0.08 |
| ADFI6, g/d | 2,608 | 2,583 | 2,659 | 2,594 | 35.5 | 0.20 | 0.37 | 0.56 |
| FCR7, g/g | 2.81 | 2.67 | 2.71 | 2.65 | 0.047 | < 0.05 | 0.17 | 0.45 |
| Carcass weight, kg | 71.8 | 72.8 | 74.5 | 74.1 | 0.61 | 0.62 | < 0.01 | 0.22 |
| Kill out, % | 76.1 | 75.7 | 76.1 | 76.4 | 0.23 | 0.77 | 0.09 | 0.11 |
| Muscle depth, mm | 47.5 | 49.0 | 47.5 | 47.2 | 0.46 | 0.18 | 0.06 | 0.06 |
| Fat depth, mm | 11.2 | 11.9 | 11.9 | 12.1 | 0.27 | 0.12 | 0.11 | 0.40 |
| Lean meat % | 57.8 | 57.5 | 57.2 | 57.0 | 0.24 | 0.25 | < 0.05 | 0.79 |
1Values that do not share a common superscript are statistically different (P < 0.05).
2Fermenting the cereal fraction of the diet prior to feeding (fresh = not fermented, ferm = fermented).
3Enzyme supplementation with a xylanase and β-glucanase complex [unsupplemented (−), supplemented ( +)].
4SEM standard error of the mean.
5ADG average daily gain.
ADFI Average daily feed intake.
7FCR feed conversion ratio.
Figure 3Relative abundance (%) of bacterial phyla (A) and the 20 most abundant bacterial genera (B) present in the ileum and caecum digesta of pigs fed the experimental dietary treatments. Each bar represents the bacterial profile of the corresponding sample for each individual pig (n = 6/treatment). 1Others = All bacterial genera not included in the 20 most abundant.
Relative abundance (%) of microbial taxa differentially abundant according to dietary treatment in the ileal and caecal digesta of pigs1.
| Cereal fermentation (Cferm)2: | Fresh | Fresh | Ferm | Ferm | P-value5 | |||
|---|---|---|---|---|---|---|---|---|
| Enzyme (ENZ)3: | − | + | − | + | SEM4 | ENZ | Cferm | ENZ*Cferm |
| P_Bacteroidetes | 0.22a | 0.23a | 0.03b | 0.06a,b | 0.104 | 0.76 | < 0.01 | < 0.05 |
| P_Tenericutes | 0.01b | 0.00b | 0.19a | 0.04a,b | 0.098 | 0.33 | < 0.01 | < 0.05 |
| P_Chlamydiae | 0.10a | 0.01a,b | 0.05a | 0.00b | 0.064 | 0.08 | 0.42 | < 0.05 |
| P_Actinobacteria | 0.43a | 0.28a | 0.05b | 0.02b | 0.185 | 0.58 | < 0.001 | < 0.01 |
| G_Romboutsia | 1.08b | 1.30b | 1.95a,b | 2.56a | 0.573 | 0.73 | < 0.05 | 0.11 |
| G_Stenotrophomonas | 0.08a | 0.10a | 0.03a,b | 0.01b | 0.059 | 0.82 | < 0.05 | 0.11 |
| G_Enterococcus | 1.83a | 0.94a | 0.05a,b | 0.01b | 2.531 | 0.95 | < 0.05 | 0.10 |
| G_Brucella | 0.02a | 0.02a | 0.01a,b | 0.01b | 0.006 | 0.75 | < 0.05 | 0.10 |
| G_Phascolarctobacterium | 0.06a | 0.01a,b | 0.01a,b | 0.00b | 0.029 | 0.17 | < 0.05 | 0.09 |
| G_Alloprevotella | 0.04a | 0.02a,b | 0.00c | 0.01c,b | 0.019 | 0.76 | < 0.05 | 0.07 |
| G_Mitsuokella | 0.07b | 0.65a | 0.03b | 0.01b | 0.436 | 0.43 | < 0.05 | < 0.05 |
| G_Chlamydia | 0.10a | 0.01a,b | 0.05a | 0.00b | 0.064 | 0.10 | 0.49 | < 0.05 |
| G_Actinobacillus | 0.78a | 1.00a | 0.09a,b | 0.02b | 0.616 | 0.98 | < 0.01 | < 0.05 |
| G_Aerococcus | 0.01a | 0.01b | 0.00d | 0.00c | 0.000 | 0.95 | 0.11 | < 0.05 |
| G_Howardella | 0.02b | 0.04a | 0.02b | 0.01b | 0.008 | 0.72 | < 0.05 | < 0.05 |
| G_Campylobacter | 0.02c | 0.03c,b | 0.07a,b | 0.20a | 0.086 | 0.61 | < 0.01 | < 0.05 |
| G_Mycoplasma | 0.01b | 0.00b | 0.19a | 0.05a | 0.085 | 0.73 | < 0.01 | < 0.05 |
| G_Veillonella | 1.65a | 0.69a | 0.59a | 0.07b | 0.796 | 0.43 | < 0.05 | < 0.01 |
| G_Megasphaera | 0.86a | 0.11b | 0.06b,c | 0.01c | 0.424 | 0.09 | < 0.01 | < 0.01 |
| G_Bifidobacterium | 0.11a | 0.31a | 0.01b | 0.01b | 0.147 | 0.54 | < 0.001 | < 0.01 |
| G_Lactococcus | 6.28a | 0.07b | 0.02b | 0.06b | 4.257 | < 0.05 | < 0.01 | < 0.01 |
| G_Pediococcus | 1.28b | 2.79b | 17.27a | 1.12b | 6.533 | 0.09 | < 0.05 | < 0.01 |
| G_Streptococcus | 2.23a | 2.15a | 0.26b | 0.04c | 0.932 | 0.92 | < 0.01 | < 0.01 |
| G_Coprococcus_1 | 0.32a | 0.13b | 0.12b | 0.25a | 0.064 | 0.70 | 0.76 | < 0.05 |
| G_Candidatus_Soleaferrea | 0.06a | 0.01b | 0.01b | 0.01b | 0.016 | 0.32 | 0.20 | < 0.05 |
| G_Defluviitaleaceae_UCG-011 | 0.06a | 0.00c | 0.01b | 0.01b | 0.009 | 0.32 | 0.41 | < 0.05 |
| G_Lachnospiraceae_NK4B4_group | 0.02c | 0.07a,b | 0.03cb | 0.12a | 0.027 | 0.09 | 0.35 | < 0.05 |
| G_Ruminococcaceae_UCG-002 | 0.11a | 0.02b | 0.02b | 0.02b | 0.030 | 0.13 | 0.18 | < 0.05 |
| G_Selenomonas_3 | 0.13a | 0.11a | 0.12a | 0.01b | 0.050 | 0.53 | 0.61 | < 0.01 |
| G_Intestinibacter | 0.32a | 0.37a | 0.28a | 0.15b | 0.051 | 0.64 | 0.18 | < 0.01 |
| G_Mitsuokella | 0.55a | 0.52a | 0.36a | 0.09b | 0.154 | 0.57 | 0.18 | < 0.01 |
| G_Pediococcus | 0.17c,b | 0.51a,b | 1.63a | 0.10c | 0.656 | 0.32 | 0.35 | < 0.01 |
| G_Streptococcus | 0.79a | 1.03a | 0.11b | 0.01c | 0.512 | 0.93 | 0.02 | < 0.01 |
| G_Megasphaera | 3.22a | 1.18a | 1.01a | 0.01b | 1.599 | 0.45 | 0.30 | < 0.01 |
| G_Escherichia/Shigella | 0.34b | 1.73a | 0.08c | 0.11b,c | 0.679 | 0.24 | 0.01 | < 0.01 |
1Values within a row that do not share a common superscript are statistically different (P < 0.05).
2Fermenting the cereal fraction of the diet prior to feeding (fresh = un-fermented, ferm = fermented).
3Enzyme supplementation with a xylanase and β-glucanase complex [unsupplemented (−), supplemented ( +)].
4SEM standard error of the mean.
5P-value corrected for false discovery rate (FDR).
6P_ = Phylum, G_ = Genus.
Figure 4Heatmap showing Spearman correlations between the ileal and caecal bacterial taxa found to be differentially abundant between dietary treatments and selected physiological measures in pigs fed the different dietary treatments (n = 6/treatment). Taxa are reported at genus (G) and exact amplicon sequence variant (ASV) level. The median relative abundance of each taxon for each dietary treatment is reported in the adjacent table. Positive correlations are indicated in blue and negative correlations are indicated in red. Significant correlations are indicated with asterisks (P < 0.05 = *, P < 0.01 = **)1. 1Within a row, values that do not share a common superscript are statistically different (P < 0.05). 2Fermenting the cereal fraction of the diet prior to feeding (fresh = 0 h fermentation, Ferm = 52 h initial fermentation). 3Enzyme supplementation with a xylanase and β-glucanase complex [unsupplemented (−), supplemented ( +)]. 4P-value corrected for false discovery rate (FDR).