Table 3. Ordinal regression analyses with tumour pAkt-IR and nCB1IR as the independent variables and the Gleason score, %ca or Ki67-index as the dependent variable.
Main effects model | Interaction term included | |||
Estimate | Z-value | Estimate | Z-value | |
Gleason score | ||||
pAkt-IR | 1.17±0.23 | 5.01 | −0.40±0.83 | −0.48 |
nCB1IR | 0.49±0.21 | 2.36 | −1.30±0.93 | −1.41 |
pAkt-IR×nCB1IR | 0.66±0.34 | 1.97 | ||
%ca | ||||
pAkt-IR | 0.44±0.21 | 2.09 | −2.37±0.86 | −2.74 |
nCB1IR | 0.86±0.21 | 4.02 | −2.18±0.94 | −2.33 |
pAkt-IR×nCB1IR | 1.16±0.35 | 3.28 | ||
Ki67-index | ||||
pAkt-IR | 0.94±0.23 | 4.05 | −0.16±0.87 | −0.19 |
nCB1IR | 0.51±0.21 | 2.43 | −0.69±0.94 | −0.73 |
pAkt-IR×nCB1IR | 0.45±0.35 | 1.31 |
The coefficients (± standard error) were determined from ordinal regressions (cumulative logit model) undertaken in the R statistical package (function vglm in the VGAM bundle). Gleason scores were divided as 4–5, 6, 7 and 8–10. The %ca and Ki67-index scores were divided into quartiles. In every case, the assumption of proportional odds was upheld. Significance levels for the Z-values are: ±1.96 for P = 0.05, ±2.58 for P = 0.01 and ±3.29 for P = 0.001. Note that in the analyses, the values returned for a variable in the main effects model represent its total effect when the other variable is included. In the interaction term model, the value for the individual variable is for a constant value of the other variable. The model returns three intercept coefficients for each level of the response, the reference level being the lowest level. These were as follows: Gleason score main effects model, −3.06, −4.51 and −5.52; model with interaction, 1.16, −0.30, −1.32; %ca main effects model, −1.66, −2.95, −4.01; model with interaction, 5.69, 4.36, 3.26; Ki67-index main effects model, −2.47, −3.70, −4.92; model with interaction, 0.41, −0.82, −2.04.