Table 4.
Associations from linear regression models between gut microbiota and alterations of adaptive immune system parameters measured in the liver.
|
Myeloid cells β (95% CI) |
Lymphocytes β (95% CI) |
CD4+ β (95% CI) |
CD8+ β (95% CI) |
CD45+ β (95% CI) |
CD11b+ β (95% CI) |
CD11c+ β (95% CI) |
F480+ β (95% CI) |
Ly6G+ β (95% CI) |
|
|---|---|---|---|---|---|---|---|---|---|
| Actinobacteria | −14.9 | −6.3 | 0.5 | 0.6 | 0.4 | −25.6 | 10.4 | −36.5 | −70.7 |
| (−67.9, 38.1) | (−128.4, 115.7) | (−18.9, 19.9) | (−10.9, 12.1) | (−70.6, 71.4) | (−55.4, 4.1) | (−32.8, 53.7) | (−77.9, 4.9) | (−167.3, 26.0) | |
| p = 0.549 | p = 0.911 | p = 0.952 | p = 0.912 | p = 0.991 | p = 0.085 | p = 0.606 | p = 0.079 | p = 0.136 | |
| R2 = 0.034 | R2 = 0.001 | R2 = 0.000 | R2 = 0.001 | R2 = 0.000 | R2 = 0.246 | R2 = 0.025 | R2 = 0.255 | R2 = 0.191 | |
| Alphaproteobacteria | 5.7 | 8.8 | 0.9 | 0.7 | 4.1 | 1.4 | 1.8 | −1.8 | −12.7 |
| (−2.4, 13.9) | (−10.7, 28.3) | (−2.3, 4.1) | (−1.2, 2.6) | (−7.4, 15.6) | (−4.3, 7.0) | (−5.4, 9.0) | (−9.7, 6.1) | (−28.5, 3.0) | |
| p = 0.148 | p = 0.341 | p = 0.539 | p = 0.421 | p = 0.444 | p = 0.601 | p = 0.587 | p = 0.627 | p = 0.103 | |
| R2 = 0.180 | R2 = 0.083 | R2 = 0.035 | R2 = 0.060 | R2 = 0.054 | R2 = 0.026 | R2 = 0.028 | R2 = 0.022 | R2 = 0.223 | |
| Bacilli | 2.3 | −0.8 | −0.2 | −0.1 | −1.4 | 0.5 | 0.4 | −1.5 | −6.3 |
| (−5.3, 9.9) | (−18.3, 16.7) | (−3.0, 2.6) | (−1.7, 1.6) | (−11.5, 8.7) | (−4.4, 5.4) | (−5.8, 6.7) | (−8.3, 5.3) | (−21.1, 8.5) | |
| p = 0.516 | p = 0.922 | p = 0.863 | p = 0.901 | p = 0.765 | p = 0.814 | p = 0.884 | p = 0.644 | p = 0.367 | |
| R2 = 0.039 | R2 = 0.001 | R2 = 0.003 | R2 = 0.002 | R2 = 0.009 | R2 = 0.005 | R2 = 0.002 | R2 = 0.020 | R2 = 0.074 | |
| Bacteroidia | 1.2 | 1.6 | 0.2 | 0.1 | 0.8 | 0.6 | 0.2 | 0.5 | −0.7 |
| (0.7, 1.6) | (−0.0, 3.3) | (−0.1, 0.5) | (−0.1, 0.3) | (−0.2, 1.8) | (0.2, 1.0) | (−0.5, 0.9) | (−0.3, 1.2) | (−2.4, 0.9) | |
| P< 0.001 | p = 0.054 | p = 0.172 | p = 0.264 | p = 0.115 | p = 0.004 | p = 0.490 | p = 0.183 | p = 0.359 | |
| R2 = 0.773 | R2 = 0.297 | R2 = 0.163 | R2 = 0.112 | R2 = 0.210 | R2 = 0.551 | R2 = 0.044 | R2 = 0.155 | R2 = 0.077 | |
| Betaproteobacteria | 51.6 | 115.5 | 14.1 | 5.6 | 55.2 | 38.3 | 40.9 | 11.6 | −33.2 |
| (−21.3, 124.5) | (−50.0, 281.0) | (−13.3, 41.6) | (−11.2, 22.5) | (−44.4, 154.7) | (−6.2, 82.7) | (−18.6, 100.4) | (−59.6, 82.8) | (−192.2, 125.7) | |
| p = 0.148 | p = 0.153 | p = 0.281 | p = 0.478 | p = 0.248 | p = 0.085 | p = 0.159 | p = 0.727 | p = 0.654 | |
| R2 = 0.180 | R2 = 0.177 | R2 = 0.105 | R2 = 0.047 | R2 = 0.119 | R2 = 0.246 | R2 = 0.172 | R2 = 0.012 | R2 = 0.019 | |
| Clostridia | −1.3 | −1.9 | −0.2 | −0.1 | −0.9 | −0.6 | −0.3 | −0.3 | 1 |
| (−1.8, −0.8) | (−3.7, −0.1) | (−0.5, 0.1) | (−0.3, 0.1) | (−2.0, 0.2) | (−1.1, −0.1) | (−1.1, 0.4) | (−1.2, 0.5) | (−0.8, 2.8) | |
| p< 0.001 | p = 0.044 | p = 0.169 | p = 0.234 | p = 0.099 | p = 0.019 | p = 0.369 | p = 0.379 | p = 0.234 | |
| R2 = 0.755 | R2 = 0.319 | R2 = 0.164 | R2 = 0.126 | R2 = 0.228 | R2 = 0.406 | R2 = 0.074 | R2 = 0.071 | R2 = 0.126 | |
| Deferribacteres | −50.6 | −66.7 | −10.1 | −6.6 | −37.3 | −29.3 | −5.6 | −20 | 44 |
| (−80.6, −20.6) | (−158.6, 25.1) | (−24.9, 4.6) | (−15.2, 2.0) | (−91.2, 16.6) | (−50.3, −8.4) | (−42.0, 30.8) | (−57.8, 17.8) | (−40.9, 128.8) | |
| p = 0.003 | p = 0.138 | p = 0.159 | p = 0.120 | p = 0.156 | p = 0.011 | p = 0.741 | p = 0.269 | p = 0.278 | |
| R2 = 0.555 | R2 = 0.189 | R2 = 0.172 | R2 = 0.205 | R2 = 0.174 | R2 = 0.463 | R2 = 0.010 | R2 = 0.110 | R2 = 0.106 | |
| Deltaproteobacteria | 0.9 | 10.6 | 1.7 | 0.9 | 6.3 | −2.8 | 1.2 | −3.8 | −10.1 |
| (−6.9, 8.6) | (−5.4, 26.6) | (−0.8, 4.3) | (−0.6, 2.5) | (−3.0, 15.6) | (−7.4, 1.7) | (−5.0, 7.5) | (−10.2, 2.6) | (−24.0, 3.8) | |
| p = 0.812 | p = 0.173 | p = 0.165 | p = 0.201 | p = 0.165 | p = 0.201 | p = 0.672 | p = 0.219 | p = 0.137 | |
| R2 = 0.005 | R2 = 0.162 | R2 = 0.168 | R2 = 0.144 | R2 = 0.167 | R2 = 0.144 | R2 = 0.017 | R2 = 0.134 | R2 = 0.190 | |
| Erysipelotrichia | −23.4 | −48.7 | −7.2 | −3.6 | −26.3 | −11.8 | −0.1 | −11.1 | 28.4 |
| (−52.9, 6.1) | (−117.0, 19.6) | (−18.2, 3.9) | (−10.3, 3.2) | (−66.6, 14.0) | (−31.5, 7.9) | (−27.2, 27.0) | (−39.9, 17.6) | (−35.3, 92.1) | |
| p = 0.109 | p = 0.145 | p = 0.181 | p = 0.267 | p = 0.179 | p = 0.215 | p = 0.996 | p = 0.412 | p = 0.348 | |
| R2 = 0.216 | R2 = 0.183 | R2 = 0.157 | R2 = 0.111 | R2 = 0.158 | R2 = 0.136 | R2 = 0.000 | R2 = 0.062 | R2 = 0.080 | |
| Gammaproteobacteria | 13.6 | 123.7 | 30.8 | 16.7 | 86.8 | −11.7 | −0.3 | −27.4 | −100.9 |
| (−85.3, 112.6) | (−85.7, 333.0) | (1.5, 60.1) | (−1.5, 34.8) | (−30.6, 204.2) | (−74.4, 50.9) | (−81.0, 80.3) | (−113.8, 59.1) | (−287.0, 85.3) | |
| p = 0.767 | p = 0.220 | p = 0.041 | p = 0.068 | p = 0.132 | p = 0.688 | p = 0.993 | p = 0.501 | p = 0.258 | |
| R2 = 0.008 | R2 = 0.133 | R2 = 0.327 | R2 = 0.271 | R2 = 0.194 | R2 = 0.015 | R2 = 0.000 | R2 = 0.042 | R2 = 0.115 | |
| Mollicutes | −6 | −10.7 | −1.7 | −1.2 | −6.2 | −2.9 | −0.5 | −1.4 | 8 |
| (−11.2, −0.8) | (−23.7, 2.3) | (−3.8, 0.4) | (−2.3, −0.0) | (−13.8, 1.4) | (−6.6, 0.7) | (−5.8, 4.8) | (−7.1, 4.4) | (−3.9, 19.9) | |
| p = 0.028 | p = 0.098 | p = 0.098 | p = 0.049 | p = 0.099 | p = 0.107 | p = 0.838 | p = 0.610 | p = 0.169 | |
| R2 = 0.370 | R2 = 0.229 | R2 = 0.229 | R2 = 0.308 | R2 = 0.228 | R2 = 0.219 | R2 = 0.004 | R2 = 0.024 | R2 = 0.165 | |
| Multi−affiliation | −2.6 | 9.6 | 2.1 | 1.3 | 8.3 | 0.7 | −1.4 | −1.2 | −4 |
| (−16.5, 11.4) | (−21.6, 40.7) | (−2.7, 7.0) | (−1.6, 4.2) | (−9.3, 26.0) | (−8.2, 9.6) | (−12.8, 9.9) | (−13.7, 11.2) | (−31.8, 23.9) | |
| p = 0.693 | p = 0.513 | p = 0.355 | p = 0.333 | p = 0.321 | p = 0.869 | p = 0.788 | p = 0.831 | p = 0.758 | |
| R2 = 0.015 | R2 = 0.040 | R2 = 0.078 | R2 = 0.085 | R2 = 0.089 | R2 = 0.003 | R2 = 0.007 | R2 = 0.004 | R2 = 0.009 | |
| Negativicutes | 23.9 | 35.5 | 6.8 | −2.2 | 25.8 | 10.6 | −11.8 | 31.1 | 8.6 |
| (−37.8, 85.5) | (−106.6, 177.6) | (−15.7, 29.3) | (−15.8, 11.3) | (−56.2, 107.8) | (−29.2, 50.4) | (−62.9, 39.2) | (−21.6, 83.8) | (−118.0, 135.2) | |
| p = 0.412 | p = 0.593 | p = 0.519 | p = 0.723 | p = 0.503 | p = 0.568 | p = 0.621 | p = 0.221 | p = 0.884 | |
| R2 = 0.062 | R2 = 0.027 | R2 = 0.039 | R2 = 0.012 | R2 = 0.042 | R2 = 0.030 | R2 = 0.023 | R2 = 0.133 | R2 = 0.002 | |
| Verrucomicrobiae | 7.9 | 15 | 1.6 | 1 | 8.4 | 4.1 | 1.8 | 3.8 | −6.1 |
| (1.9, 14.0) | (−0.3, 30.2) | (−1.1, 4.3) | (−0.5, 2.6) | (−0.6, 17.4) | (−0.3, 8.4) | (−4.6, 8.2) | (−2.9, 10.5) | (−21.6, 9.3) | |
| p = 0.015 | p = 0.053 | p = 0.214 | p = 0.178 | p = 0.065 | p = 0.063 | p = 0.551 | p = 0.241 | p = 0.401 | |
| R2 = 0.429 | R2 = 0.299 | R2 = 0.137 | R2 = 0.159 | R2 = 0.276 | R2 = 0.281 | R2 = 0.033 | R2 = 0.123 | R2 = 0.065 |
In each of the models, the associations are reported as absolute difference (β), with 95% Confidence Intervals (CI), in immune system parameters levels by 1 unit increase in gut microbiota. In bold are reported the statistically significant results (p < 0.05). Per each of the models, the Coefficient of determination (R2) is also reported.