TABLE 4.
Permutational analysis of variance to determine influence of extraction method on microbial communities (both taxonomy and predicted function) stratified by sample type.
| Outcome | Metric | Covariate | All samples |
Stool only |
Sputum only |
Dust only |
||||
| R2 | p-value | R2 | p-value | R2 | p-value | R2 | p-value | |||
| Taxonomy | Bray-Curtis | Extraction method | 0.017 | < 0.001 | 0.030 | < 0.001 | 0.123 | < 0.001 | 0.121 | 0.018 |
| Taxonomy | Bray-Curtis | Sample type | 0.477 | < 0.001 | ||||||
| Taxonomy | Bray-Curtis | Extraction × Sample | 0.023 | < 0.001 | ||||||
| Taxonomy | Bray-Curtis | Subject | 0.407 | < 0.001 | 0.923 | < 0.001 | 0.726 | < 0.001 | 0.551 | < 0.001 |
| Taxonomy | Bray-Curtis | Residuals | 0.076 | 0.047 | 0.151 | 0.328 | ||||
| Taxonomy | Aitchison | Extraction method | 0.021 | 0.002 | 0.039 | 0.003 | 0.092 | 0.026 | 0.156 | 0.002 |
| Taxonomy | Aitchison | Sample type | 0.47 | < 0.001 | ||||||
| Taxonomy | Aitchison | Extraction × Sample | 0.028 | 0.024 | ||||||
| Taxonomy | Aitchison | Subject | 0.352 | < 0.001 | 0.886 | < 0.001 | 0.688 | < 0.001 | 0.415 | < 0.001 |
| Taxonomy | Aitchison | Residuals | 0.128 | 0.075 | 0.219 | 0.429 | ||||
| Function | Bray-Curtis | Extraction method | 0.011 | 0.003 | 0.066 | 0.002 | 0.108 | 0.031 | 0.226 | < 0.001 |
| Function | Bray-Curtis | Sample type | 0.755 | < 0.001 | ||||||
| Function | Bray-Curtis | Extraction × Sample | 0.018 | < 0.001 | ||||||
| Function | Bray-Curtis | Subject | 0.179 | < 0.001 | 0.864 | < 0.001 | 0.715 | < 0.001 | 0.557 | < 0.001 |
| Function | Bray-Curtis | Residuals | 0.037 | 0.070 | 0.177 | 0.217 | ||||
| Function | Aitchison | Extraction method | 0.021 | 0.021 | 0.054 | 0.017 | 0.133 | 0.048 | 0.152 | 0.022 |
| Function | Aitchison | Sample type | 0.531 | < 0.001 | ||||||
| Function | Aitchison | Extraction × Sample | 0.032 | 0.055 | ||||||
| Function | Aitchison | Subject | 0.268 | < 0.001 | 0.844 | < 0.001 | 0.454 | < 0.001 | 0.398 | < 0.001 |
| Function | Aitchison | Residuals | 0.148 | 0.102 | 0.412 | 0.449 | ||||
Bray-Curtis dissimilarity index and the Aitchison distance results are presented.