Table 3.
Odds ratios for functional principal component—logistic regression models
| Covariate | Mucositis model
|
Dysphagia model
|
||
|---|---|---|---|---|
| Odds ratio | 95% CI | Odds ratio | 95% CI | |
| Intercept | 12.89 | 1.035-1.734×109* | 1.616 | 0.142-77.46 |
| Male | 1.535 | 0.637-4.088 | 1.675 | 0.533-4.880 |
| Age | 0.991 | 0.951-1.029 | 0.988 | 0.943-1.027 |
| Definitive RT | 0.254 | 2.679×10−9-1.773 | 0.997 | 0.080-7.541 |
| Induction chemotherapy | 0.487 | 0.070-1.960 | 1.100 | 0.210-7.670 |
| Cisplatin | 2.251 | 0.745-9.540 | 4.255 | 1.077-19.86* |
| Carboplatin | 1.320 | 0.142-7.314×107 | 4.429 | 0.685-8.332×107 |
| Cis-carbo | 0.311 | 7.815×10−9-2.531×107 | 2.238 | 0.319-4.587×107 |
| Hypopharynx or larynx | 4.371 | 0.512-143.9 | 1.723 | 0.193-1.881×107 |
| Nasopharynx or nasal cavity | 2.370 | 0.308-1.096×108 | 0.263 | 0.026-1.223 |
| Unknown primary | 0.136 | 3.042×10−9-3.707 | 0.859 | 0.077-3.876×106 |
| Parotid | 1.387 | 0.103-40.37 | 1.135 | 0.068-18.72 |
| DVH FPC1 | 0.997 | 0.993-1.007 | 0.996 | 0.990-1.008 |
| DVH FPC2 | 1.003 | 0.992-1.009 | - | 0.992-1.003 |
| DVH FPC3 | - | 0.996-1.003 | - | 0.995-1.000 |
| DVH FPC4 | - | 0.987-1.010 | - | 0.991-1.006 |
| DVH FPC5 | - | 0.971-1.033 | - | 0.991-1.006 |
Abbreviations: Cis-carbo = 1 cycle of cisplatin followed by 1 cycle of carboplatin; DVH FPCx = functional principal component x of dose-volume histogram data; RT = radiation therapy; 95% CI = 95% confidence interval calculated by bootstrapping model fitting with 2000 replicates.
The sign of the functional principal component loadings is arbitrary, so the fact that the odds ratios are <1 does not indicate that there is an inverse correlation between RT dose and severe toxicity.
Statistically significant at α = .05 level.