Table 2.
Taxa | Gut microbiota (exposure) | Trait (outcome) | Nsnp | Methods | Beta | SE | OR(95%CI) | P value | P FDR | Heterogeneity | Horizontal pleiotropy | ||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Cochran’s Q | P value | Egger intercept | SE | P value | |||||||||||
Class | Clostridia | T1D | 10 | MR-Egger | -0.38 | 0.41 | 0.68(0.30-1.54) | 0.385 | 0.972 | 7.819 | 0.552 | 0.013 | 0.027 | 0.650 | |
Weighted median | -0.23 | 0.13 | 0.79(0.61-1.03) | 0.081 | 0.856 | ||||||||||
Inverse variance weighted | -0.19 | 0.10 | 0.83(0.68-1.00) | 0.049 | 0.588 | ||||||||||
Weighted mode | -0.22 | 0.20 | 0.80(0.54-1.18) | 0.285 | 0.953 | ||||||||||
Family | Family XI | T1D | 8 | MR-Egger | 0.35 | 0.30 | 1.42(0.79-2.55) | 0.283 | 0.972 | 8.439 | 0.295 | -0.066 | 0.039 | 0.147 | |
Weighted median | -0.19 | 0.07 | 0.82(0.71-0.95) | 0.004 | 0.302 | ||||||||||
Inverse variance weighted | -0.14 | 0.05 | 0.87(0.79-0.96) | 0.007 | 0.378 | ||||||||||
Weighted mode | -0.25 | 0.14 | 0.78(0.60-1.02) | 0.111 | 0.953 | ||||||||||
Family | Peptococcaceae | T1D | 8 | MR-Egger | -0.14 | 0.29 | 0.87(0.50-1.52) | 0.634 | 0.988 | 9.908 | 0.194 | -0.005 | 0.025 | 0.835 | |
Weighted median | -0.19 | 0.11 | 0.83(0.66-1.04) | 0.102 | 0.856 | ||||||||||
Inverse variance weighted | -0.20 | 0.09 | 0.82(0.68-0.98) | 0.034 | 0.588 | ||||||||||
Weighted mode | -0.22 | 0.17 | 0.80(0.58-1.11) | 0.222 | 0.953 | ||||||||||
Family | Veillonellaceae | T1D | 19 | MR-Egger | -0.01 | 0.12 | 0.99(0.78-1.26) | 0.923 | 0.988 | 16.211 | 0.578 | 0.013 | 0.010 | 0.187 | |
Weighted median | 0.08 | 0.09 | 1.09(0.91-1.30) | 0.360 | 0.858 | ||||||||||
Inverse variance weighted | 0.13 | 0.06 | 1.14(1.02-1.29) | 0.027 | 0.588 | ||||||||||
Weighted mode | 0.00 | 0.13 | 1.00(0.79-1.28) | 0.980 | 0.998 | ||||||||||
Genus | Butyricicoccus | T1D | 8 | MR-Egger | 0.15 | 0.23 | 1.16(0.74-1.82) | 0.552 | 0.988 | 9.059 | 0.248 | 0.008 | 0.020 | 0.705 | |
Weighted median | 0.12 | 0.14 | 1.12(0.86-1.47) | 0.397 | 0.858 | ||||||||||
Inverse variance weighted | 0.22 | 0.11 | 1.25(1.01-1.55) | 0.041 | 0.588 | ||||||||||
Weighted mode | 0.11 | 0.15 | 1.11(0.83-1.48) | 0.492 | 0.953 | ||||||||||
Genus | Dorea | T1D | 10 | MR-Egger | -0.38 | 0.30 | 0.69(0.38-1.24) | 0.251 | 0.972 | 9.558 | 0.387 | 0.012 | 0.020 | 0.569 | |
Weighted median | -0.34 | 0.15 | 0.71(0.53-0.95) | 0.020 | 0.540 | ||||||||||
Inverse variance weighted | -0.21 | 0.10 | 0.81(0.66-1.00) | 0.048 | 0.588 | ||||||||||
Weighted mode | -0.44 | 0.25 | 0.64(0.39-1.05) | 0.110 | 0.953 | ||||||||||
Genus | Eubacterium eligens group | T1D | 6 | MR-Egger | -0.63 | 0.51 | 0.53(0.20-1.44) | 0.282 | 0.972 | 5.572 | 0.350 | 0.015 | 0.040 | 0.728 | |
Weighted median | -0.44 | 0.16 | 0.64(0.47-0.88) | 0.006 | 0.302 | ||||||||||
Inverse variance weighted | -0.45 | 0.12 | 0.64(0.50-0.81) | 0.000 | 0.031 | ||||||||||
Weighted mode | -0.56 | 0.27 | 0.57(0.34-0.97) | 0.093 | 0.953 | ||||||||||
Genus | Holdemania | T1D | 14 | MR-Egger | 0.40 | 0.18 | 1.50(1.05-2.12) | 0.044 | 0.972 | 16.392 | 0.229 | -0.038 | 0.017 | 0.047 | |
Weighted median | -0.03 | 0.09 | 0.97(0.82-1.15) | 0.763 | 0.896 | ||||||||||
Inverse variance weighted | 0.03 | 0.07 | 1.03(0.90-1.18) | 0.671 | 0.978 | ||||||||||
Weighted mode | -0.18 | 0.19 | 0.84(0.56-1.26) | 0.383 | 0.953 | ||||||||||
Genus | Lachnospiraceae UCG008 | T1D | 11 | MR-Egger | -0.29 | 0.36 | 0.75(0.37-1.51) | 0.437 | 0.972 | 13.119 | 0.217 | 0.014 | 0.037 | 0.708 | |
Weighted median | -0.12 | 0.08 | 0.89(0.76-1.05) | 0.165 | 0.858 | ||||||||||
Inverse variance weighted | -0.15 | 0.07 | 0.86(0.75-0.97) | 0.019 | 0.588 | ||||||||||
Weighted mode | -0.11 | 0.13 | 0.89(0.68-1.17) | 0.410 | 0.953 | ||||||||||
Genus | Ruminococcaceae UCG010 | T1D | 6 | MR-Egger | -0.27 | 0.28 | 0.76(0.44-1.31) | 0.382 | 0.972 | 1.083 | 0.956 | 0.005 | 0.020 | 0.821 | |
Weighted median | -0.21 | 0.13 | 0.81(0.63-1.04) | 0.097 | 0.856 | ||||||||||
Inverse variance weighted | -0.21 | 0.10 | 0.81(0.66-0.99) | 0.038 | 0.588 | ||||||||||
Weighted mode | -0.22 | 0.16 | 0.80(0.58-1.11) | 0.236 | 0.953 | ||||||||||
Genus | Ruminococcus2 | T1D | 15 | MR-Egger | 0.22 | 0.25 | 1.24(0.76-2.04) | 0.407 | 0.972 | 33.898 | 0.002 | -0.016 | 0.020 | 0.432 | |
Weighted median | 0.19 | 0.11 | 1.22(0.98-1.51) | 0.064 | 0.856 | ||||||||||
Inverse variance weighted | 0.03 | 0.10 | 1.03(0.84-1.26) | 0.769 | 0.986 | ||||||||||
Weighted mode | 0.25 | 0.11 | 1.29(1.02-1.63) | 0.038 | 0.953 | ||||||||||
Genus | Veillonella | T1D | 5 | MR-Egger | -2.14 | 0.81 | 0.12(0.02-0.57) | 0.077 | 0.972 | 9.763 | 0.045 | 0.180 | 0.062 | 0.063 | |
Weighted median | 0.38 | 0.15 | 1.46(1.08(1.98) | 0.010 | 0.360 | ||||||||||
Inverse variance weighted | 0.16 | 0.16 | 1.18(0.86-1.62) | 0.313 | 0.835 | ||||||||||
Weighted mode | 0.39 | 0.18 | 1.47(1.01-2.15) | 0.100 | 0.953 |
Nsnp, the number of snps.
Significant estimate is defined as P FDR <0.1; nominal significant estimate is defined as P value <0.05.
Cochran’s Q-derived P value and MR-Egger intercept-derived P value < 0.05 is significant.