Table 2.
Associations from linear regression models between gut microbiota and alterations of adaptive immune system parameters measured in the heart.
|
IL-17 β (95% CI) |
IFNg β (95% CI) |
IL-4 β (95% CI) |
IL-1α β (95% CI) |
IL-6 β (95% CI) |
Lymphocytes β (95% CI) |
CD45+ β (95% CI) |
CD4+ β (95% CI) |
CD8+ β (95% CI) |
|
|---|---|---|---|---|---|---|---|---|---|
| Actinobacteria | −1.6 | −1.8 | −3 | −1.5 | −6 | 65 | 55.1 | −30.9 | −7.1 |
| (−8.4, 5.2) | (−4.7, 1.1) | (−8.6, 2.5) | (−4.9, 1.9) | (−15.0, 3.0) | (−39.7, 169.7) | (−45.7, 156.0) | (−58.7, −3.1) | (−35.7, 21.5) | |
| p = 0.602 | p = 0.178 | p = 0.201 | p = 0.321 | p = 0.157 | p = 0.199 | p = 0.254 | p = 0.032 | p = 0.597 | |
| R2 = 0.041 | R2 = 0.243 | R2 = 0.368 | R2 = 0.140 | R2 = 0.264 | R2 = 0.145 | R2 = 0.116 | R2 = 0.353 | R2 = 0.026 | |
| Alphaproteobacteria | 0.1 | 0 | −0.1 | 0 | 0.2 | −1.1 | 3.4 | 0.4 | 1.1 |
| (−1.0, 1.2) | (−0.5, 0.6) | (−1.1, 0.9) | (−0.6, 0.5) | (−1.4, 1.9) | (−20.0, 17.7) | (−14.3, 21.1) | (−5.3, 6.2) | (−3.7, 5.9) | |
| p = 0.882 | p = 0.900 | p = 0.751 | p = 0.848 | p = 0.773 | p = 0.896 | p = 0.680 | p = 0.879 | p = 0.625 | |
| R2 = 0.003 | R2 = 0.002 | R2 = 0.028 | R2 = 0.006 | R2 = 0.013 | R2 = 0.002 | R2 = 0.016 | R2 = 0.002 | R2 = 0.022 | |
| Bacilli | −0.1 | −0.1 | −0.2 | −0.2 | −0.2 | 2.9 | 1.9 | −1.2 | −0.3 |
| (−1.1, 0.8) | (−0.6, 0.3) | (−1.0, 0.6) | (−0.7, 0.2) | (−1.7, 1.2) | (−13.2, 19.0) | (−13.5, 17.2) | (−6.1, 3.7) | (−4.4, 3.9) | |
| p = 0.740 | p = 0.570 | p = 0.485 | p = 0.283 | p = 0.709 | p = 0.697 | p = 0.795 | p = 0.597 | p = 0.894 | |
| R2 = 0.017 | R2 = 0.048 | R2 = 0.129 | R2 = 0.162 | R2 = 0.021 | R2 = 0.014 | R2 = 0.006 | R2 = 0.026 | R2 = 0.002 | |
| Bacteroidia | 0.1 | 0.1 | 0.2 | 0 | 0.2 | −1.6 | −0.6 | 0.6 | 0.3 |
| (−0.0, 0.2) | (0.0, 0.1) | (0.1, 0.3) | (−0.0, 0.1) | (0.0, 0.3) | (−3.1, −0.2) | (−2.3, 1.1) | (0.2, 1.0) | (−0.1, 0.7) | |
| p = 0.094 | p = 0.011 | p = 0.014 | p = 0.053 | p = 0.033 | p = 0.034 | p = 0.490 | p = 0.009 | p = 0.119 | |
| R2 = 0.349 | R2 = 0.628 | R2 = 0.814 | R2 = 0.437 | R2 = 0.501 | R2 = 0.349 | R2 = 0.044 | R2 = 0.480 | R2 = 0.207 | |
| Betaproteobacteria | 8.1 | 5.9 | 8.1 | 6.1 | 16.7 | −98.3 | −28.3 | 58.5 | 12.5 |
| (−5.3, 21.5) | (0.8, 10.9) | (−2.0, 18.1) | (0.4, 11.9) | (−0.7, 34.2) | (−254.5, 57.8) | (−187.4, 130.9) | (24.4, 92.5) | (−30.0, 55.0) | |
| p = 0.196 | p = 0.029 | p = 0.090 | p = 0.041 | p = 0.058 | p = 0.193 | p = 0.703 | p = 0.003 | p = 0.531 | |
| R2 = 0.226 | R2 = 0.518 | R2 = 0.553 | R2 = 0.473 | R2 = 0.423 | R2 = 0.149 | R2 = 0.014 | R2 = 0.564 | R2 = 0.037 | |
| Clostridia | −0.1 | −0.1 | −0.1 | 0 | −0.2 | 1.7 | 0.5 | −0.6 | −0.4 |
| (−0.2, 0.0) | (−0.1, −0.0) | (−0.3, 0.0) | (−0.1, 0.0) | (−0.3, −0.0) | (0.1, 3.4) | (−1.4, 2.4) | (−1.1, −0.1) | (−0.8, 0.1) | |
| p = 0.095 | p = 0.023 | p = 0.086 | p = 0.083 | p = 0.045 | p = 0.042 | p = 0.544 | p = 0.017 | p = 0.113 | |
| R2 = 0.347 | R2 = 0.547 | R2 = 0.563 | R2 = 0.369 | R2 = 0.458 | R2 = 0.324 | R2 = 0.034 | R2 = 0.417 | R2 = 0.212 | |
| Deferribacteres | −0.7 | −1.1 | 4.5 | −1.2 | −3 | 34.3 | −23.7 | −15.9 | −9.8 |
| (−6.4, 5.1) | (−3.7, 1.4) | (−9.2, 18.2) | (−4.1, 1.6) | (−11.3, 5.3) | (−57.5, 126.1) | (−111.9, 64.5) | (−42.8, 10.9) | (−33.1, 13.5) | |
| p = 0.789 | p = 0.323 | p = 0.411 | p = 0.334 | p = 0.424 | p = 0.428 | p = 0.566 | p = 0.218 | p = 0.375 | |
| R2 = 0.011 | R2 = 0.139 | R2 = 0.174 | R2 = 0.133 | R2 = 0.093 | R2 = 0.058 | R2 = 0.031 | R2 = 0.134 | R2 = 0.072 | |
| Deltaproteobacteria | 0.7 | 0.2 | 0.7 | 0.2 | 0.5 | −2.2 | −6.5 | −0.5 | 0.3 |
| (−0.1, 1.6) | (−0.3, 0.6) | (−0.2, 1.5) | (−0.4, 0.7) | (−1.1, 2.0) | (−18.4, 13.9) | (−21.2, 8.3) | (−5.4, 4.4) | (−3.8, 4.5) | |
| p = 0.074 | p = 0.485 | p = 0.086 | p = 0.516 | p = 0.490 | p = 0.767 | p = 0.356 | p = 0.829 | p = 0.870 | |
| R2 = 0.387 | R2 = 0.072 | R2 = 0.562 | R2 = 0.063 | R2 = 0.070 | R2 = 0.008 | R2 = 0.078 | R2 = 0.004 | R2 = 0.003 | |
| Erysipelotrichia | −0.8 | −0.8 | −66.6 | −0.7 | −2 | 26.4 | 3.5 | −8.8 | −5.9 |
| (−4.8, 3.2) | (−2.6, 1.1) | (−257.8, 124.7) | (−2.7, 1.3) | (−7.9, 3.8) | (−41.5, 94.2) | (−62.8, 69.8) | (−29.4, 11.7) | (−23.4, 11.7) | |
| p = 0.636 | p = 0.359 | p = 0.389 | p = 0.434 | p = 0.436 | p = 0.411 | p = 0.910 | p = 0.365 | p = 0.477 | |
| R2 = 0.034 | R2 = 0.121 | R2 = 0.189 | R2 = 0.090 | R2 = 0.089 | R2 = 0.062 | R2 = 0.001 | R2 = 0.075 | R2 = 0.047 | |
| Gammaproteobacteria | −5 | −0.4 | −5.3 | −2.5 | −11.9 | 4.1 | 35.4 | −35.8 | 10.9 |
| (−27.8, 17.9) | (−11.5, 10.7) | (−23.8, 13.2) | (−14.5, 9.5) | (−45.4, 21.7) | (−204.5, 212.7) | (−160.7, 231.6) | (−94.8, 23.3) | (−42.0, 63.8) | |
| p = 0.624 | p = 0.939 | p = 0.473 | p = 0.639 | p = 0.430 | p = 0.966 | p = 0.699 | p = 0.209 | p = 0.659 | |
| R2 = 0.036 | R2 = 0.001 | R2 = 0.136 | R2 = 0.033 | R2 = 0.091 | R2 = 0.000 | R2 = 0.014 | R2 = 0.139 | R2 = 0.018 | |
| Mollicutes | −0.3 | −0.2 | −0.3 | −0.2 | −0.5 | 3.9 | 1 | −1.5 | −1.1 |
| (−1.1, 0.4) | (−0.5, 0.2) | (−1.1, 0.5) | (−0.6, 0.2) | (−1.6, 0.7) | (−9.6, 17.4) | (−12.0, 14.0) | (−5.6, 2.6) | (−4.5, 2.4) | |
| p = 0.322 | p = 0.329 | p = 0.373 | p = 0.398 | p = 0.378 | p = 0.540 | p = 0.868 | p = 0.433 | p = 0.504 | |
| R2 = 0.140 | R2 = 0.136 | R2 = 0.201 | R2 = 0.104 | R2 = 0.113 | R2 = 0.035 | R2 = 0.003 | R2 = 0.057 | R2 = 0.042 | |
| Multi-affiliation | −1.3 | −1.1 | −4.9 | −1.1 | −3.2 | 6.7 | 5.6 | 0.4 | −2.2 |
| (−4.9, 2.4) | (−2.6, 0.5) | (−13.7, 3.9) | (−2.8, 0.7) | (−8.3, 1.8) | (−22.5, 35.8) | (−22.0, 33.3) | (−8.6, 9.4) | (−9.6, 5.2) | |
| p = 0.443 | p = 0.139 | p = 0.196 | p = 0.192 | p = 0.177 | p = 0.625 | p = 0.662 | p = 0.922 | p = 0.527 | |
| R2 = 0.086 | R2 = 0.285 | R2 = 0.375 | R2 = 0.230 | R2 = 0.244 | R2 = 0.022 | R2 = 0.018 | R2 = 0.001 | R2 = 0.037 | |
| Negativicutes | 1.3 | 0.8 | 0.1 | 1.3 | −1.8 | −68.7 | 35.8 | −19.6 | 32.3 |
| (−6.5, 9.0) | (−2.9, 4.5) | (−7.5, 7.8) | (−2.7, 5.2) | (−13.5, 10.0) | (−194.3, 57.0) | (−88.6, 160.1) | (−58.3, 19.0) | (5.7, 59.0) | |
| p = 0.706 | p = 0.629 | p = 0.964 | p = 0.470 | p = 0.732 | p = 0.254 | p = 0.540 | p = 0.287 | p = 0.022 | |
| R2 = 0.022 | R2 = 0.035 | R2 = 0.001 | R2 = 0.077 | R2 = 0.018 | R2 = 0.116 | R2 = 0.035 | R2 = 0.102 | R2 = 0.394 | |
| Verrucomicrobiae | 0.6 | 0.4 | 0.4 | 0.6 | 1.2 | −10.6 | 2.9 | 4.4 | 3.1 |
| (−0.4, 1.5) | (0.1, 0.8) | (−0.5, 1.2) | (0.4, 0.8) | (−0.1, 2.4) | (−25.9, 4.8) | (−13.0, 18.8) | (0.1, 8.6) | (−0.7, 6.9) | |
| p = 0.195 | p = 0.025 | p = 0.303 | p = 0.000 | p = 0.058 | p = 0.158 | p = 0.696 | p = 0.044 | p = 0.097 | |
| R2 = 0.227 | R2 = 0.534 | R2 = 0.258 | R2 = 0.850 | R2 = 0.423 | R2 = 0.173 | R2 = 0.014 | R2 = 0.319 | R2 = 0.231 |
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.