TABLE 4.
| Genus | P01 | ||||||||||
|
| |||||||||||
| CO | 95% CI (UL–LL) | FO | 95% CI (UL–LL) | P-val | |||||||
|
|
|||||||||||
| Bacteroidales BS11 gut group | 0.02 | (0.014–0.041) | 1.51 | (0.875–2.592) | <0.0001 | ||||||
| Bacteroidales RF16 group | 0.00 | (0.002–0.004) | 0.86 | (0.584–1.277) | <0.0001 | ||||||
| Bacteroidales S24-7 group | 0.25 | (0.161–0.392) | 1.48 | (0.945–2.308) | <0.0001 | ||||||
| Prevotella 1 | 0.78 | (0.321–1.893) | 39.31 | (16.199–95.412) | <0.0001 | ||||||
| Prevotella 7 | 18.38 | (7.415–45.541) | 0.35 | (0.142–0.874) | <0.0001 | ||||||
| Prevotellaceae UCG-001 | 0.87 | (0.443–1.701) | 0.86 | (0.440–1.686) | 0.9852 | ||||||
| Prevotellaceae UCG-003 | 0.00 | (0.003–0.006) | 1.17 | (0.758–1.808) | <0.0001 | ||||||
| Rikenellaceae RC9 gut group | 0.23 | (0.162–0.319) | 1.66 | (1.185–2.331) | <0.0001 | ||||||
| Fibrobacter | 0.01 | (0.005–0.036) | 0.40 | (0.152–1.053) | <0.0001 | ||||||
| Christensenellaceae R-7 group | 0.09 | (0.056–0.142) | 2.94 | (1.836–4.697) | <0.0001 | ||||||
| Butyrivibrio 2 | 0.01 | (0.006–0.012) | 0.41 | (0.277–0.595) | <0.0001 | ||||||
| Lachnospiraceae NK3A20 group | 5.95 | (3.206–11.04) | 1.96 | (1.054–3.630) | 0.0150 | ||||||
| Pseudobutyrivibrio | 0.19 | (0.114–0.302) | 0.73 | (0.451–1.196) | 0.0004 | ||||||
| Roseburia | 6.59 | (3.899–11.127) | 0.67 | (0.398–1.136) | <0.0001 | ||||||
| [Eubacterium] coprostanoligenes group | 0.30 | (0.220–0.408) | 0.94 | (0.690–1.281) | <0.0001 | ||||||
| Ruminiclostridium 9 | 0.00 | (0.003–0.008) | 2.71 | (1.555–4.712) | <0.0001 | ||||||
| Ruminococcaceae NK4A214 group | 0.07 | (0.043–0.107) | 1.89 | (1.204–2.970) | <0.0001 | ||||||
| Ruminococcaceae UCG-014 | 1.27 | (0.813–1.981) | 0.97 | (0.624–1.520) | 0.3932 | ||||||
| Ruminococcus 1 | 0.55 | (0.308–0.985) | 2.10 | (1.176–3.767) | 0.0027 | ||||||
| Saccharofermentans | 0.00 | (0.002–0.006) | 0.74 | (0.410–1.321) | <0.0001 | ||||||
| Erysipelotrichaceae UCG-002 | 3.78 | (0.824–17.337) | 0.09 | (0.020–0.421) | 0.0017 | ||||||
| Kandleria | 0.00 | (0.001–0.008) | 1.82 | (0.785–4.195) | <0.0001 | ||||||
| Succiniclasticum | 2.21 | (1.634–2.981) | 0.95 | (0.705–1.286) | 0.0005 | ||||||
| Selenomonas 1 | 0.01 | (0.007–0.020) | 0.89 | (0.537–1.470) | <0.0001 | ||||||
| Mollicutes RF9 | 0.28 | (0.160–0.490) | 0.80 | (0.459–1.411) | 0.0114 | ||||||
|
| |||||||||||
|
P02
|
|||||||||||
| CO | 95% CI (UL–LL) | FO | 95% CI (UL–LL) | HQ | 95% CI (UL–LL) | LQ | 95% CI (UL–LL) | P-T1 | P-T2 | P-int | |
|
| |||||||||||
| Bacteroidales BS11 gut group | 2.59 | (1.858–3.613) | 3.28 | (2.351–4.572) | 1.72 | (1.232–2.395) | 4.9 | (3.546–6.896) | 0.309 | 0.000 | 0.692 |
| Bacteroidales RF16 group | 0.88 | (0.526–1.488) | 0.90 | (0.538–1.522) | 0.63 | (0.376–1.064) | 1.3 | (0.752–2.129) | 0.950 | 0.063 | 0.981 |
| Bacteroidales S24-7 group | 1.07 | (0.716–1.597) | 1.33 | (0.892–1.989) | 0.87 | (0.582–1.298) | 1.6 | (1.098–2.447) | 0.429 | 0.030 | 0.651 |
| Prevotella 1 | 35.27 | (30.002–41.453) | 35.13 | (29.884–41.291) | 37.82 | (32.174–44.455) | 32.8 | (27.867–38.504) | 0.972 | 0.205 | 0.620 |
| Prevotella 7 | 0.06 | (0.034–0.093) | 0.06 | (0.039–0.106) | 0.11 | (0.069–0.189) | 0.0 | (0.019–0.053) | 0.706 | 0.001 | 0.990 |
| Prevotellaceae UCG-001 | 2.85 | (1.997–4.065) | 2.16 | (1.512–3.078) | 2.92 | (2.045–4.162) | 2.1 | (1.477–3.007) | 0.262 | 0.192 | 0.224 |
| Prevotellaceae UCG-003 | 1.82 | (1.312–2.511) | 2.60 | (1.883–3.602) | 1.46 | (1.053–2.014) | 3.2 | (2.347–4.491) | 0.116 | 0.002 | 0.305 |
| Rikenellaceae RC9 gut group | 4.27 | (3.432–5.324) | 4.62 | (3.707–5.751) | 3.62 | (2.904–4.505) | 5.5 | (4.381–6.796) | 0.610 | 0.012 | 0.254 |
| Fibrobacter | 0.57 | (0.377–0.851) | 0.53 | (0.351–0.792) | 0.22 | (0.144–0.324) | 1.4 | (0.921–2.080) | 0.798 | <0.0001 | 0.512 |
| Christensenellaceae R-7 group | 6.55 | (5.607–7.656) | 7.67 | (6.562–8.961) | 5.74 | (4.913–6.709) | 8.8 | (7.489–10.225) | 0.152 | 0.001 | 0.090 |
| Butyrivibrio 2 | 0.92 | (0.624–1.357) | 0.93 | (0.634–1.377) | 1.41 | (0.955–2.077) | 0.6 | (0.414–0.900) | 0.955 | 0.005 | 0.636 |
| Lachnospiraceae NK3A20 group | 1.86 | (1.449–2.382) | 2.17 | (1.696–2.789) | 2.26 | (1.763–2.897) | 1.8 | (1.395–2.293) | 0.361 | 0.180 | 0.341 |
| Pseudobutyrivibrio | 1.13 | (0.835–1.530) | 1.05 | (0.778–1.425) | 1.61 | (1.187–2.173) | 0.7 | (0.548–1.003) | 0.734 | 0.001 | 0.454 |
| Roseburia | 0.34 | (0.225–0.502) | 0.27 | (0.180–0.403) | 0.72 | (0.479–1.069) | 0.1 | (0.085–0.189) | 0.431 | <0.0001 | 0.561 |
| [Eubacterium] coprostanoligenes group | 1.07 | (0.897–1.284) | 1.16 | (0.973–1.393) | 1.00 | (0.839–1.201) | 1.2 | (1.040–1.490) | 0.511 | 0.093 | 0.036 |
| Ruminiclostridium 9 | 0.59 | (0.336–1.022) | 0.62 | (0.356–1.083) | 1.34 | (0.767–2.333) | 0.3 | (0.156–0.474) | 0.881 | 0.000 | 0.672 |
| Ruminococcaceae NK4A214 group | 1.93 | (1.559–2.382) | 2.09 | (1.691–2.585) | 2.41 | (1.949–2.979) | 1.7 | (1.352–2.067) | 0.577 | 0.019 | 0.946 |
| Ruminococcaceae UCG-014 | 1.35 | (1.048–1.727) | 1.15 | (0.896–1.476) | 1.21 | (0.939–1.547) | 1.3 | (1.000–1.647) | 0.364 | 0.715 | 0.925 |
| Ruminococcus 1 | 1.14 | (0.943–1.371) | 0.99 | (0.822–1.194) | 0.90 | (0.750–1.090) | 1.2 | (1.033–1.502) | 0.290 | 0.020 | 0.448 |
| Saccharofermentans | 0.78 | (0.635–0.962) | 0.68 | (0.548–0.831) | 0.59 | (0.478–0.723) | 0.9 | (0.730–1.105) | 0.309 | 0.007 | 0.136 |
| Erysipelotrichaceae UCG-002 | 0.01 | (0.005–0.018) | 0.01 | (0.007–0.024) | 0.02 | (0.012–0.040) | 0.0 | (0.003–0.011) | 0.565 | 0.006 | 0.377 |
| Kandleria | 0.09 | (0.039–0.196) | 0.04 | (0.017–0.082) | 0.42 | (0.189–0.943) | 0.0 | (0.003–0.017) | 0.127 | <0.0001 | 0.079 |
| Succiniclasticum | 1.27 | (0.959–1.682) | 1.54 | (1.159–2.034) | 1.09 | (0.824–1.445) | 1.8 | (1.350–2.367) | 0.331 | 0.017 | 0.165 |
| Selenomonas 1 | 0.00 | (0.003–0.006) | 0.01 | (0.004–0.008) | 0.01 | (0.007–0.012) | 0.0 | (0.002–0.004) | 0.269 | <0.0001 | 0.228 |
| Mollicutes RF9 | 0.01 | (0.012–0.019) | 0.01 | (0.010–0.015) | 0.01 | (0.010–0.016) | 0.0 | (0.011–0.018) | 0.213 | 0.607 | 0.782 |
|
| |||||||||||
|
P03
|
|||||||||||
| CO | 95% CI (UL–LL) | FO | 95% CI (UL–LL) | HQ | 95% CI (UL–LL) | LQ | 95% CI (UL–LL) | P-T1 | P-T2 | P-int | |
|
| |||||||||||
| Bacteroidales BS11 gut group | 3.66 | (3.085–4.331) | 3.77 | (3.180–4.465) | 3.71 | (3.130–4.395) | 3.71 | (3.133–4.400) | 0.795 | 0.993 | 0.198 |
| Bacteroidales RF16 group | 0.89 | (0.644–1.218) | 0.73 | (0.532–1.006) | 0.82 | (0.594–1.123) | 0.79 | (0.577–1.091) | 0.385 | 0.894 | 0.026 |
| Bacteroidales S24-7 group | 3.70 | (3.034–4.510) | 3.40 | (2.789–4.146) | 3.58 | (2.937–4.366) | 3.51 | (2.881–4.282) | 0.538 | 0.888 | 0.173 |
| Prevotella 1 | 33.59 | (29.770–37.902) | 32.74 | (29.019–36.945) | 32.68 | (28.966–36.879) | 33.65 | (29.824–37.971) | 0.758 | 0.725 | 0.839 |
| Prevotella 7 | 0.06 | (0.040–0.093) | 0.08 | (0.052–0.120) | 0.08 | (0.050–0.116) | 0.06 | (0.042–0.097) | 0.383 | 0.526 | 0.823 |
| Prevotellaceae UCG-001 | 2.60 | (2.148–3.141) | 2.56 | (2.116–3.093) | 2.45 | (2.028–2.965 | 2.71 | (2.241–3.276) | 0.907 | 0.447 | 0.154 |
| Prevotellaceae UCG-003 | 2.64 | (2.146–3.252) | 2.42 | (1.965–2.978) | 2.63 | (2.132–3.232) | 2.43 | (1.978–2.997) | 0.539 | 0.599 | 0.598 |
| Rikenellaceae RC9 gut group | 3.71 | (3.260–4.225) | 3.69 | (3.240–4.195) | 3.64 | (3.197–4.140) | 3.76 | (3.306–4.281) | 0.937 | 0.706 | 0.754 |
| Fibrobacter | 1.01 | (0.732–1.398) | 1.10 | (0.795–1.518) | 1.04 | (0.749–1.431) | 1.07 | (0.776–1.483) | 0.712 | 0.873 | 0.686 |
| Christensenellaceae R-7 group | 7.26 | (6.358–8.301) | 9.17 | (8.025–10.479) | 8.74 | (7.647–9.985) | 7.62 | (6.672–8.712) | 0.018 | 0.147 | 0.404 |
| Butyrivibrio 2 | 0.61 | (0.466–0.796) | 0.62 | (0.471–0.804) | 0.67 | (0.509–0.869) | 0.56 | (0.431–0.736) | 0.645 | 0.370 | 0.645 |
| Lachnospiraceae NK3A20 group | 0.69 | (0.572–0.836) | 0.86 | (0.710–1.037) | 0.73 | (0.608–0.888) | 0.81 | (0.668–0.976) | 0.109 | 0.472 | 0.607 |
| Pseudobutyrivibrio | 1.02 | (0.826–1.271) | 0.92 | (0.738–1.136) | 1.06 | (0.852–1.311) | 0.89 | (0.715–1.101) | 0.450 | 0.247 | 0.034 |
| Roseburia | 0.34 | (0.283–0.418) | 0.27 | (0.222–0.327) | 0.29 | (0.237–0.349) | 0.32 | (0.266–0.392) | 0.078 | 0.385 | 0.059 |
| [Eubacterium] coprostanoligenes group | 1.23 | (1.009–1.494) | 1.23 | (1.013–1.501) | 1.15 | (0.943–1.397) | 1.32 | (1.084–1.605) | 0.972 | 0.310 | 0.386 |
| Ruminiclostridium 9 | 0.12 | (0.066–0.204) | 0.13 | (0.071–0.220) | 0.13 | (0.075–0.234) | 0.11 | (0.062–0.192) | 0.840 | 0.608 | 0.133 |
| Ruminococcaceae NK4A214 group | 2.87 | (2.502–3.298) | 2.98 | (2.594–3.418) | 3.07 | (2.671–3.520) | 2.79 | (2.430–3.203) | 0.705 | 0.325 | 0.810 |
| Ruminococcaceae UCG-014 | 0.67 | (0.531–0.843) | 0.61 | (0.481–0.763) | 0.62 | (0.492–0.781) | 0.65 | (0.519–0.824) | 0.530 | 0.738 | 0.901 |
| Ruminococcus 1 | 1.97 | (1.519–2.552) | 1.75 | (1.352–2.271) | 1.64 | (1.263–2.121) | 2.11 | (1.626–2.731) | 0.515 | 0.166 | 0.053 |
| Saccharofermentans | 1.02 | (0.887–1.167) | 1.00 | (0.871–1.147) | 0.97 | (0.846–1.113) | 1.05 | (0.914–1.202) | 0.851 | 0.419 | 0.117 |
| Erysipelotrichaceae UCG-002 | 0.00 | (0.002–0.007) | 0.00 | (0.001–0.003) | 0.01 | (0.002–0.005) | 0.00 | (0.001–0.005) | 0.061 | 0.794 | 0.336 |
| Kandleria | 0.12 | (0.044–0.345) | 0.10 | (0.035–0.277) | 0.11 | (0.040–0.311) | 0.11 | (0.039–0.307) | 0.757 | 0.986 | 0.122 |
| Succiniclasticum | 2.66 | (2.152–3.297) | 2.18 | (1.761–2.698) | 2.20 | (1.776–2.721) | 2.64 | (2.133–3.269) | 0.181 | 0.219 | 0.053 |
| Selenomonas 1 | 0.85 | (0.545–1.335) | 0.71 | (0.451–1.106) | 0.71 | (0.456–1.118) | 0.84 | (0.539–1.321) | 0.543 | 0.590 | 0.133 |
| Mollicutes RF9 | 1.46 | (1.182–1.793) | 1.33 | (1.077–1.633) | 1.36 | (1.106–1.677) | 1.42 | (1.152–1.746) | 0.517 | 0.776 | 0.870 |
aDietary treatments corresponded to phase 1 (P01) concentrate (CO) vs. pasture (FO) diets and phase 2 (P02) high-quality (HQ) vs. low-quality (LQ) pastures, with measurements in P01 (9 weeks), P02 (19 weeks), and phase 3 (P03; 41 weeks) when all calves were offered a common pasture diet.
bMeasured effect corresponded to the 35 bacterial genera with a relative abundance > 0.50% across rumen samples.
cDietary treatments in each phase were evaluated as follows: a one-way ANOVA in P01 to analyze FO vs. CO diets and a 2 × 2 factorial ANOVA in P02 and P03 to evaluate FO vs. CO and HQ vs. LQ dietary treatment effects and their interactions.