Table 2 Association with saliva microbiota alpha diversity of potential influential factors. Multivariate models are presented for each sample: full sample, dietary sub-sample, and periodontal disease subsample. All models are adjusted for multiple testing and resultant Q values are given. Full sample (n = 679): in a multivariate model adjusting for all other variables listed (not including diet or periodontal disease), factors associated with saliva microbiota alpha diversity were age (Q = 0.004, Shannon Index; Q = 0.003, Simpson Index) and frailty (Q = 0.004, Observed; Q = 0.002, Shannon Index; Q = 0.003, Simpson Index). In the dietary subsample (n = 582), the associations demonstrated in the full sample were robust to adjustment for diet; factors associated with alpha diversity were age (Q = 0.006, Shannon Index; Q = 0.003, Simpson Index) and frailty (Q = 0.003, Observed; Q = 0.002, Shannon Index; Q = 0.003, Simpson Index). In the periodontal disease subsample (n = 134), alpha diversity was associated with frailty (Q = 0.002, Observed; Q = 0.04, Shannon).
Full Sample | Dietary Subsample | Periodontal Disease Subsample | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Observed | Shannon | Simpson | Observed | Shannon | Simpson | Observed | Shannon | Simpson | ||||||||||
Est | Q | Est | Q | Est | Q | Est | Q | Est | Q | Est | Q | Est | Q | Est | Q | Est | Q | |
Age | −0.02 | 0.774 | 0.152 | 0.004** | 0.15 | 0.003** | −0.03 | 0.741 | 0.12 | 0.006** | 0.15 | 0.003** | 0.02 | 0.262 | 0.22 | 0.128 | 0.12 | 0.28 |
Sex (M) | −0.03 | 0.841 | −0.293 | 0.15 | −0.26 | 0.164 | −0.01 | 0.93 | −0.28 | 0.19 | −0.26 | 0.191 | – | – | – | – | – | – |
BMI | −0.02 | 0.774 | 0.06 | 0.215 | 0.08 | 0.083 | 0.02 | 0.763 | 0.06 | 0.279 | 0.08 | 0.097 | 0.18 | 0.055 | 0.14 | 0.237 | 0.12 | 0.507 |
Frailty | −0.15 | 0.004** | −0.166 | 0.002** | −0.16 | 0.003** | −0.16 | 0.003** | −0.16 | 0.002** | −0.16 | 0.003** | −0.35 | 0.002** | −0.29 | 0.04** | −0.18 | 0.283 |
Storage Time | 0.09 | 0.086 | 0.03 | 0.54 | 0.04 | 0.44 | 0.002 | 0.08 | 0.001 | 0.496 | 0.0001 | 0.525 | 0.01 | 0.33 | 0.01 | 0.256 | 0.005 | 0.51 |
Relatedness | NA | 0.61 | NA | 0.281 | NA | 0.326 | NA | 1 | NA | 0.971 | NA | 1 | NA | 1 | NA | 1 | NA | 1 |
Fasting Status | NA | 0.61 | NA | 0.281 | NA | 0.326 | NA | 1 | NA | 0.99 | NA | 1 | NA | 1 | NA | 1 | NA | 1 |
Diet | – | – | – | – | – | – | −0.006 | 0.168 | −0.036 | 0.456 | 0.003 | 0.946 | −0.08 | 0.367 | 0.005 | 0.98 | 0.05 | 0.51 |
PD | – | – | – | – | – | – | – | – | – | – | – | – | 0.37 | 0.055 | 0.004 | 0.981 | 0.002 | 0.991 |