Table 3.
Taxonomy | Day 0 | Day 7 | Day 14 | Day 21 | Day 28 | SEM | P-value | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CTL1 | SDPP2 | CTL | SDPP | CTL | SDPP | CTL | SDPP | CTL | SDPP | trt3 | Day | trt×day | ||
Phylum | ||||||||||||||
Firmicutes | 59.49 | 65.73 | 79.57 | 72.84 | 82.30 | 80.81 | 90.32 | 92.05 | 93.02 | 90.98 | 4.23 | 0.860 | <0.001 | 0.65 |
Bacteroidetes | 27.93 | 23.56 | 5.03 | 12.08 | 5.34 | 11.41 | 5.20 | 2.53 | 1.63 | 4.74 | 3.50 | 0.410 | <0.001 | 0.37 |
Unclassified | 4.66 | 3.44 | 12.20 | 12.53 | 8.60 | 6.16 | 4.36 | 4.17 | 5.08 | 4.03 | 1.70 | 0.380 | <0.001 | 0.94 |
Proteobacteria | 7.42 | 6.54 | 0.03 | 0.00 | 0.03 | 0.06 | 0.00 | 0.23 | 0.00 | 0.00 | 1.00 | 0.880 | <0.001 | 0.99 |
Actinobacteria | 0.05 | 0.07 | 3.10 | 2.27 | 3.38 | 1.30 | 0.09 | 0.90 | 0.08 | 0.18 | 1.10 | 0.560 | 0.040 | 0.66 |
Tenericutes | 0.03 | 0.18 | 0.05 | 0.26 | 0.36 | 0.08 | 0.02 | 0.11 | 0.12 | 0.05 | 0.10 | 0.740 | 0.400 | 0.07 |
Synergistetes | 0.43 | 0.47 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.11 | 0.920 | <0.001 | 0.99 |
Family | ||||||||||||||
Streptococcaceae | 0.54 | 1.61 | 1.08 | 5.23 | 0.21 | 5.48 | 41.16 | 47.85 | 52.04 | 58.19 | 6.84 | 0.270 | <0.001 | 0.99 |
Lactobacillaceae | 1.50 | 13.10 | 20.43 | 20.42 | 39.05 | 29.74 | 17.15 | 21.54 | 4.87 | 10.85 | 7.12 | 0.560 | <0.001 | 0.58 |
Lachnospiraceae4 | 10.20 | 9.00 | 33.74 | 18.51 | 18.22 | 10.93 | 9.35 | 8.04 | 9.81 | 6.86 | 2.67 | 0.001 | <0.001 | 0.10 |
Ruminococcaceae | 4.75 | 10.99**a | 7.63 | 10.14a | 6.75 | 7.64a | 4.86 | 3.26b | 4.09 | 3.32b | 1.49 | 0.110 | 0.001 | 0.05 |
Clostridiaceae | 3.88 | 4.99a | 1.27 | 3.68a | 5.36 | 15.92***b | 4.48 | 1.63a | 10.74 | 5.40*a | 2.30 | 0.400 | 0.001 | 0.001 |
S24_7 | 6.20 | 4.41 | 3.64 | 7.76 | 2.73 | 10.34 | 2.60 | 0.92 | 0.46 | 4.01 | 2.74 | 0.160 | 0.210 | 0.28 |
Erysipelotrichaceae | 17.54 | 4.56 | 1.35 | 1.01 | 0.45 | 0.45 | 0.22 | 0.24 | 0.21 | 0.19 | 2.79 | 0.120 | <0.001 | 0.06 |
Bacteroidaceae | 16.01 | 4.46 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.71 | 0.170 | 0.040 | 0.10 |
Clostridiales spp. | 7.83 | 8.69 | 5.59 | 5.98 | 2.47 | 4.53 | 3.29 | 1.80 | 5.37 | 3.26 | 1.49 | 0.950 | <0.001 | 0.51 |
Prevotellaceae | 2.05 | 6.10 | 0.90 | 2.57 | 1.86 | 0.77 | 1.49 | 1.53 | 1.01 | 0.50 | 1.27 | 0.290 | 0.060 | 0.20 |
unclassified bacteria | 4.66 | 3.44 | 12.20 | 12.53 | 8.60 | 6.16 | 4.36 | 4.17 | 5.08 | 4.03 | 1.70 | 0.380 | <0.001 | 0.94 |
Erysipelotrichaceae | 17.54 | 4.56 | 1.35 | 1.01 | 0.45 | 0.45 | 0.22 | 0.24 | 0.21 | 0.19 | 2.79 | 0.120 | <0.001 | 0.06 |
Enterobacteriaceae | 6.96 | 5.97 | 0.03 | 0.00 | 0.02 | 0.06 | 0.00 | 0.23 | 0.00 | 0.00 | 1.41 | 0.860 | <0.001 | 0.99 |
Coprobacillaceae | 0.02 | 0.02 | 1.05 | 0.60 | 2.44 | 0.31 | 4.77 | 1.99 | 1.96 | 0.06 | 1.58 | 0.140 | 0.210 | 0.87 |
Bifidobacteriaceae | 0.01 | 0.00 | 3.10 | 2.27 | 3.36 | 1.30 | 0.09 | 0.90 | 0.08 | 0.18 | 1.10 | 0.560 | 0.040 | 0.66 |
Veillonellaceae | 1.52 | 0.30a | 0.45 | 1.14ab | 2.06 | 0.51*a | 1.65 | 3.15b | 0.12 | 0.19a | 0.62 | 0.780 | <0.001 | 0.05 |
Unclassified Firmicutes | 2.36 | 1.90 | 0.91 | 1.89 | 0.83 | 0.81 | 0.79 | 0.25 | 0.62 | 0.50 | 0.39 | 0.900 | <0.001 | 0.43 |
Unclassified Bacteroidales | 2.25 | 4.69 | 0.15 | 1.43 | 0.57 | 0.19 | 0.70 | 0.02 | 0.04 | 0.09 | 0.47 | 0.250 | <0.001 | 0.17 |
Genus | ||||||||||||||
Streptococcus | 0.54 | 1.59 | 1.07 | 5.21 | 0.21 | 5.47 | 41.11 | 47.79 | 51.98 | 58.11 | 6.84 | 0.270 | <0.001 | 0.993 |
Lactobacillus | 1.50 | 13.08 | 20.43 | 20.41 | 39.04 | 29.72 | 17.14 | 21.54 | 4.86 | 10.85 | 7.12 | 0.564 | <0.001 | 0.580 |
Unclassified Lachnospiraceae5 | 10.12 | 8.96 | 31.56 | 17.64 | 16.59 | 9.61 | 8.34 | 7.28 | 8.72 | 5.96 | 2.54 | 0.002 | <0.001 | 0.113 |
unclassified Clostridiaceae | 1.72 | 3.24a | 0.89 | 3.41a | 5.18 | 15.37***b | 3.98 | 1.47a | 10.10 | 5.02*ab | 2.14 | 0.314 | 0.001 | 0.002 |
Unclassified Clostridiales | 7.83 | 8.69 | 5.59 | 5.98 | 2.47 | 4.53 | 3.29 | 1.80 | 5.37 | 3.26 | 1.49 | 0.950 | 0.001 | 0.512 |
Unclassified Clostridia | 6.17 | 6.32 | 4.63 | 3.14 | 2.97 | 2.73 | 1.76 | 1.44 | 2.01 | 1.23 | 0.95 | 0.357 | <0.001 | 0.939 |
Oscillospira | 2.56 | 7.32***a | 3.05 | 2.31b | 1.70 | 2.47b | 1.21 | 0.90b | 1.05 | 1.17b | 1.01 | 0.140 | 0.001 | 0.046 |
p_75_a5 | 17.42 | 4.31** | 0.84 | 0.23 | 0.05 | 0.03 | 0.00 | 0.00 | 0.03 | 0.03 | 2.76 | 0.110 | 0.001 | 0.050 |
Faecalibacterium | 0.01 | 0.02 | 1.91 | 2.78 | 2.27 | 0.60 | 1.81 | 1.48 | 0.59 | 0.40 | 0.05 | 0.390 | <0.001 | 0.170 |
Unclassified Ruminococcaceae | 1.28 | 2.98** | 1.26 | 1.22 | 0.75 | 1.28 | 0.69 | 0.27 | 1.09 | 0.67 | 0.45 | 0.330 | 0.004 | 0.074 |
Sharpea | 0.02 | 0.02 | 0.10 | 0.60 | 1.78 | 0.07 | 4.68 | 1.69 | 1.93 | 0.05 | 1.54 | 0.200 | 0.210 | 0.780 |
Unclassified Firmicutes | 2.36 | 1.90 | 0.91 | 1.89 | 0.83 | 0.81 | 0.79 | 0.25 | 0.62 | 0.50 | 0.39 | 0.900 | <0.001 | 0.430 |
Unclassified S24-7 | 6.20 | 4.41 | 3.64 | 7.76 | 2.73 | 10.34 | 2.60 | 0.92 | 0.46 | 4.01 | 2.74 | 0.163 | 0.218 | 0.279 |
Bacteroides | 15.65 | 4.29*** | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 3.79 | 0.171 | <0.001 | 0.100 |
Unclassified Bacteroidales | 2.25 | 4.69 | 0.15 | 1.43 | 0.57 | 0.19 | 0.70 | 0.02 | 0.04 | 0.09 | 0.76 | 0.250 | <0.001 | 0.171 |
Escherichia | 6.76 | 5.77 | 0.03 | 0.00 | 0.02 | 0.05 | 0.00 | 0.23 | 0.00 | 0.00 | 1.37 | 0.860 | <0.001 | 0.990 |
Bifidobacterium | 0.01 | 0.00 | 3.10 | 2.27 | 3.36 | 1.30 | 0.09 | 0.90 | 0.08 | 0.18 | 1.10 | 0.560 | 0.038 | 0.663 |
Unclassified bacteria | 4.66 | 3.44 | 12.20 | 12.53 | 8.60 | 6.16 | 4.36 | 4.17 | 5.08 | 4.03 | 1.70 | 0.38 | <0.001 | 0.940 |
Species (OTUs) | ||||||||||||||
C. saccharoperbutylacetonicum/beijerinckii (3) | 1.53 | 3.05ac | 0.46 | 3.01ac | 4.96 | 15.07***b | 3.82 | 1.36ac | 9.82 | 4.83c | 2.13 | 0.304 | <0.001 | 0.003 |
C. difficile (13) | 1.05 | 2.09c | 0.01 | 0.39ab | 0.26 | 1.83*c | 1.00 | 0.47a | 3.06 | 1.68*bc | 0.50 | 0.482 | <0.001 | 0.01 |
Ruminiclostridium thermocellum (30) | 0.39 | 0.26a | 0.63 | 2.31**b | 0.28 | 1.81***b | 0.25 | 0.06a | 0.36 | 0.25a | 0.29 | 0.002 | <0.001 | 0.001 |
E. rhusiopathiae (10) | 16.08 | 3.93***a | 0.78 | 0.22a | 0.05 | 0.03a | 0.00 | 0.00a | 0.03 | 0.02a | 2.57 | 0.110 | <0.001 | 0.051 |
L. reuteri (14) | 0.11 | 1.14ab | 0.47 | 4.01*b | 5.76 | 3.28*b | 1.03 | 0.14a | 0.01 | 0.00a | 0.95 | 0.681 | <0.001 | 0.045 |
M. elsdenii (25) | 0.80 | 0.03ab | 0.27 | 0.76ac | 0.41 | 0.08a | 0.49 | 1.70**c | 0.03 | 0.11ab | 0.34 | 0.514 | 0.015 | 0.024 |
O. valericigenes (29) | 0.83 | 2.88***a | 0.24 | 0.18b | 0.13 | 0.13b | 0.19 | 0.11b | 0.05 | 0.11b | 0.44 | 0.147 | <0.001 | 0.052 |
Ruminococcaceae spp. (47) | 0.20 | 0.02a | 0.15 | 0.46*b | 0.69 | 0.42*b | 0.22 | 0.19a | 0.33 | 0.16a | 0.09 | 0.244 | <0.001 | 0.047 |
B. helcogenes (115) | 0.00 | 0.00 | 0.03 | 0.08 | 0.05 | 0.01 | 0.32 | 0.02** | 0.07 | 0.10 | 0.07 | 0.230 | 0.108 | 0.054 |
Mitsuokella jalaludinii (122) | 0.04 | 0.01a | 0.01 | 0.00a | 0.30 | 0.01***a | 0.06 | 0.13b | 0.00 | 0.00a | 0.05 | 0.103 | 0.008 | 0.003 |
L. delbrueckii subsp. bulgaricus (130) | 0.04 | 0.00a | 0.10 | 0.47***b | 0.10 | 0.03a | 0.04 | 0.02a | 0.05 | 0.05a | 0.04 | 0.024 | <0.001 | <0.001 |
P. denticola (137 | 0.02 | 0.00a | 0.00 | 1.55***b | 0.01 | 0.03a | 0.01 | 0.01a | 0.00 | 0.00 | 0.16 | 0.003 | 0.000 | <0.001 |
E. harbinense (162) | 0.02 | 0.01a | 0.06 | 0.23***c | 0.06 | 0.08b | 0.02 | 0.02a | 0.02 | 0.02a | 0.01 | <0.001 | <0.001 | <0.001 |
S. suis (160) | 0.00 | 0.00a | 0.02 | 0.18***c | 0.04 | 0.02a | 0.05 | 0.03ab | 0.06 | 0.03b | 0.02 | 0.035 | <0.001 | <0.001 |
R. albus (179) | 0.00 | 0.00a | 0.02 | 0.14***b | 0.03 | 0.02a | 0.04 | 0.02a | 0.06 | 0.04a | 0.02 | 0.254 | 0.006 | 0.01 |
N. timonensis (84) | 0.03 | 0.02a | 0.03 | 0.37***b | 0.34 | 0.39b | 0.08 | 0.04a | 0.11 | 0.03a | 0.04 | 0.017 | <0.001 | <0.001 |
a-cPair-wise comparisons were made for SDPP treatment over time. Means without similar superscripts are different (P < 0.05).
1CTL: control. Control diet had no SDPP throughout the study.
2Pigs fed diet containing SDPP at 5% (d 0 to 14) and 2.5% (d 14 to 28).
3Treatment (trt) included CTL or SDPP.
4Treatment effect (P = 0.001; CTL = 16.3%; SDPP = 10.7%) when averaged across all timepoints.
5Treatment effect (P = 0.002; CTL = 15.1%; SDPP = 9.9%) when averaged across all timepoints.
*P < 0.05: SDPP compared with control at the corresponding timepoint.
**P < 0.01: SDPP compared with control at the corresponding timepoint.
***P < 0.001: SDPP compared with control at the corresponding timepoint.