Table 5.
Associations from linear regression models between gut microbiota and alterations of adaptive immune system parameters measured in the spleen.
IL-17 β (95% CI) |
IFNg β (95% CI) |
Myeloid cells β (95% CI) |
CD45+ β (95% CI) |
CD11b+ β (95% CI) |
CD11c+ β (95% CI) |
F480+ β (95% CI) |
Ly6G β (95% CI) |
|
---|---|---|---|---|---|---|---|---|
Actinobacteria | −0.4 | −2.5 | −7.3 | −6.4 | −5.2 | −1.1 | −1.8 | −3.9 |
(−14.5, 13.7) | (−18.6, 13.6) | (−21.0, 6.4) | (−17.1, 4.4) | (−13.9, 3.6) | (−2.6, 0.5) | (−4.9, 1.4) | (−9.7, 2.0) | |
p = 0.947 | p = 0.726 | p = 0.267 | p = 0.220 | p = 0.220 | p = 0.155 | p = 0.240 | p = 0.171 | |
R2 = 0.001 | R2 = 0.019 | R2 = 0.111 | R2 = 0.134 | R2 = 0.133 | R2 = 0.175 | R2 = 0.123 | R2 = 0.163 | |
Alphaproteobacteria | −0.9 | −0.8 | 0.3 | 0.3 | 0.2 | 0.1 | 0 | 0.1 |
(−3.0, 1.2) | (−3.3, 1.6) | (−2.1, 2.7) | (−1.7, 2.2) | (−1.4, 1.7) | (−0.2, 0.3) | (−0.5, 0.6) | (−0.9, 1.2) | |
p = 0.349 | p = 0.454 | p = 0.769 | p = 0.771 | p = 0.826 | p = 0.671 | p = 0.877 | p = 0.807 | |
R2 = 0.126 | R2 = 0.082 | R2 = 0.008 | R2 = 0.008 | R2 = 0.005 | R2 = 0.017 | R2 = 0.002 | R2 = 0.006 | |
Bacilli | 0.1 | −0.6 | −0.5 | −0.4 | −0.3 | 0 | −0.1 | −0.2 |
(−1.8, 2.0) | (−2.7, 1.6) | (−2.5, 1.6) | (−2.0, 1.2) | (−1.7, 1.0) | (−0.3, 0.2) | (−0.6, 0.3) | (−1.1, 0.7) | |
p = 0.912 | p = 0.547 | p = 0.615 | p = 0.602 | p = 0.598 | p = 0.688 | p = 0.570 | p = 0.588 | |
R2 = 0.002 | R2 = 0.054 | R2 = 0.024 | R2 = 0.026 | R2 = 0.026 | R2 = 0.015 | R2 = 0.030 | R2 = 0.028 | |
Bacteroidia | −0.1 | −0.2 | 0.2 | 0.2 | 0.1 | 0 | 0.1 | 0.1 |
(−0.3, 0.1) | (−0.4, 0.1) | (0.0, 0.4) | (0.0, 0.3) | (0.0, 0.3) | (0.0, 0.0) | (0.0, 0.1) | (0.0, 0.2) | |
p = 0.362 | p = 0.217 | p = 0.020 | p = 0.015 | p = 0.015 | p = 0.005 | p = 0.021 | p = 0.011 | |
R2 = 0.120 | R2 = 0.208 | R2 = 0.402 | R2 = 0.432 | R2 = 0.429 | R2 = 0.519 | R2 = 0.399 | R2 = 0.459 | |
Betaproteobacteria | −16.2 | −18.6 | 14 | 11.8 | 9.5 | 1.9 | 3.1 | 6.2 |
(−43.6, 11.2) | (−50.1, 12.9) | (−5.7, 33.6) | (−3.5, 27.2) | (−3.1, 22.0) | (−0.3, 4.1) | (−1.4, 7.7) | (−2.4, 14.8) | |
p = 0.204 | p = 0.206 | p = 0.146 | p = 0.118 | p = 0.125 | p = 0.082 | p = 0.159 | p = 0.140 | |
R2 = 0.219 | R2 = 0.217 | R2 = 0.182 | R2 = 0.207 | R2 = 0.200 | R2 = 0.249 | R2 = 0.172 | R2 = 0.187 | |
Clostridia | 0.2 | 0.1 | −0.2 | −0.2 | −0.2 | 0 | −0.1 | −0.1 |
(−0.1, 0.4) | (−0.2, 0.4) | (−0.4, −0.0) | (−0.4, −0.0) | (−0.3, −0.0) | (−0.1, −0.0) | (−0.1, −0.0) | (−0.2, −0.0) | |
p = 0.157 | p = 0.410 | p = 0.025 | p = 0.019 | p = 0.021 | p = 0.007 | p = 0.029 | p = 0.015 | |
R2 = 0.264 | R2 = 0.099 | R2 = 0.379 | R2 = 0.405 | R2 = 0.396 | R2 = 0.493 | R2 = 0.363 | R2 = 0.429 | |
Deferribacteres | 1.3 | 4.9 | −6.6 | −5.2 | −4.5 | −0.8 | −1.6 | −3 |
(−10.4, 13.0) | (−7.9, 17.7) | (−17.9, 4.8) | (−14.2, 3.7) | (−11.7, 2.8) | (−2.1, 0.5) | (−4.2, 1.0) | (−7.9, 2.0) | |
p = 0.802 | p = 0.396 | p = 0.228 | p = 0.226 | p = 0.204 | p = 0.199 | p = 0.204 | p = 0.213 | |
R2 = 0.010 | R2 = 0.105 | R2 = 0.129 | R2 = 0.130 | R2 = 0.142 | R2 = 0.145 | R2 = 0.142 | R2 = 0.137 | |
Deltaproteobacteria | −1.5 | 0.5 | 0.1 | 0 | −0.1 | 0 | 0 | 0 |
(−3.2, 0.2) | (−2.0, 3.0) | (−2.0, 2.1) | (−1.6, 1.7) | (−1.4, 1.3) | (−0.2, 0.3) | (−0.5, 0.4) | (−0.9, 0.9) | |
p = 0.083 | p = 0.641 | p = 0.945 | p = 0.950 | p = 0.933 | p = 0.918 | p = 0.879 | p = 0.962 | |
R2 = 0.369 | R2 = 0.033 | R2 = 0.001 | R2 = 0.000 | R2 = 0.001 | R2 = 0.001 | R2 = 0.002 | R2 = 0.000 | |
Erysipelotrichia | −1.8 | 9 | −3.9 | −3.2 | −2.6 | −0.5 | −1 | −1.8 |
(−9.9, 6.3) | (4.0, 14.0) | (−12.5, 4.7) | (−10.0, 3.6) | (−8.2, 2.9) | (−1.5, 0.5) | (−2.9, 1.0) | (−5.6, 2.0) | |
p = 0.612 | p = 0.004 | p = 0.336 | p = 0.320 | p = 0.321 | p = 0.321 | p = 0.301 | p = 0.323 | |
R2 = 0.039 | R2 = 0.723 | R2 = 0.084 | R2 = 0.090 | R2 = 0.089 | R2 = 0.089 | R2 = 0.097 | R2 = 0.089 | |
Gammaproteobacteria | −15.7 | −7.6 | −0.1 | −1.1 | −0.8 | −0.5 | −0.1 | −1.7 |
(−60.9, 29.6) | (−61.7, 46.4) | (−26.9, 26.6) | (−22.4, 20.1) | (−18.0, 16.5) | (−3.6, 2.6) | (−6.3, 6.1) | (−13.4, 10.0) | |
p = 0.440 | p = 0.749 | p = 0.991 | p = 0.909 | p = 0.926 | p = 0.745 | p = 0.975 | p = 0.755 | |
R2 = 0.087 | R2 = 0.016 | R2 = 0.000 | R2 = 0.001 | R2 = 0.001 | R2 = 0.010 | R2 = 0.000 | R2 = 0.009 | |
Mollicutes | 0.9 | −0.1 | −0.6 | −0.5 | −0.3 | −0.1 | −0.1 | −0.2 |
(−0.5, 2.3) | (−2.0, 1.8) | (−2.3, 1.1) | (−1.9, 0.9) | (−1.5, 0.8) | (−0.3, 0.1) | (−0.5, 0.3) | (−1.0, 0.5) | |
p = 0.168 | p = 0.908 | p = 0.440 | p = 0.442 | p = 0.509 | p = 0.349 | p = 0.573 | p = 0.505 | |
R2 = 0.252 | R2 = 0.002 | R2 = 0.055 | R2 = 0.055 | R2 = 0.041 | R2 = 0.080 | R2 = 0.030 | R2 = 0.042 | |
Multi−affiliation | 0.3 | 8 | −0.9 | −0.7 | −0.7 | −0.1 | −0.2 | −0.4 |
(−7.5, 8.1) | (2.5, 13.5) | (−4.7, 2.8) | (−3.7, 2.2) | (−3.1, 1.7) | (−0.6, 0.3) | (−1.1, 0.7) | (−2.0, 1.3) | |
p = 0.921 | p = 0.011 | p = 0.599 | p = 0.593 | p = 0.515 | p = 0.469 | p = 0.614 | p = 0.614 | |
R2 = 0.002 | R2 = 0.629 | R2 = 0.026 | R2 = 0.027 | R2 = 0.039 | R2 = 0.049 | R2 = 0.024 | R2 = 0.024 | |
Negativicutes | −5.5 | −5.8 | 14.5 | 10.8 | 9.1 | 1.3 | 3.3 | 5.5 |
(−20.7, 9.6) | (−23.4, 11.8) | (0.3, 28.7) | (−0.8, 22.4) | (−0.1, 18.4) | (−0.4, 3.1) | (0.0, 6.6) | (−1.1, 12.1) | |
p = 0.418 | p = 0.464 | p = 0.045 | p = 0.064 | p = 0.053 | p = 0.128 | p = 0.048 | p = 0.094 | |
R2 = 0.096 | R2 = 0.079 | R2 = 0.316 | R2 = 0.278 | R2 = 0.300 | R2 = 0.198 | R2 = 0.310 | R2 = 0.234 | |
Verrucomicrobiae | −1.6 | −1.1 | 2.1 | 1.7 | 1.4 | 0.3 | 0.5 | 0.9 |
(−3.2, −0.0) | (−3.4, 1.1) | (0.5, 3.8) | (0.5, 3.0) | (0.3, 2.4) | (0.1, 0.4) | (0.1, 0.9) | (0.2, 1.7) | |
p = 0.048 | p = 0.274 | p = 0.015 | p = 0.012 | p = 0.016 | p = 0.008 | p = 0.024 | p = 0.015 | |
R2 = 0.451 | R2 = 0.167 | R2 = 0.431 | R2 = 0.449 | R2 = 0.422 | R2 = 0.488 | R2 = 0.385 | R2 = 0.429 |
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.