Table 3.
Results of fitting frailty models to the OPTIMA Veterans Cohort
Strategy 1 | Shared frailty model | Joint frailty model | Proposed joint model | |||
---|---|---|---|---|---|---|
HR (95% CI) | p-value | HR (95% CI) | p-value | HR (95% CI) | p-value | |
Recurrent ADE | 1.11 (0.79, 1.56) | 0.554 | 1.08 (0.64, 1.81) | 0.771 | 1.05 (0.64, 1.72) | 0.850 |
Death | NA | NA | 1.04 (0.55, 1.95) | 0.903 | 1.06 (0.62, 1.80) | 0.830 |
Veteran-level Cluster | Estimate (SE) | p-value | Estimate (SE) | p-value | Estimate (SE) | p-value |
Heterogeneity | 0.46 (0.20) | 0.024 | 1.49 (0.16) | <0.001 | 1.48 (0.16) | <0.001 |
Association with death | NA | NA | 1.17 (0.20) | <0.001 | 0.97 (0.15) | <0.001 |
VAMC-level Cluster | Estimate (SE) | p-value | Estimate (SE) | p-value | Estimate (SE) | p-value |
Heterogeneity | NA | NA | NA | NA | 0.08 (0.23) | 0.737 |
Association with death | NA | NA | NA | NA | 0.67 (0.44) | 0.878 |
Strategy 2 | Shared frailty model | Joint frailty model | Proposed joint model | |||
HR (95% CI) | p-value | HR (95% CI) | p-value | HR (95% CI) | p-value | |
Recurrent ADE | 1.01 (0.72, 1.42) | 0.936 | 0.95 (0.57, 1.59) | 0.845 | 0.92 (0.56, 1.51) | 0.748 |
Death | NA | NA | 1.20 (0.63, 2.27) | 0.586 | 1.15 (0.68, 1.95) | 0.610 |
Veteran-level Cluster | Estimate (SE) | p-value | Estimate (SE) | p-value | Estimate (SE) | p-value |
Heterogeneity | 0.46 (0.21) | 0.026 | 1.48 (0.16) | <0.001 | 1.48 (0.16) | <0.001 |
Association with death | NA | NA | 1.19 (0.21) | <0.001 | 0.97 (0.15) | <0.001 |
VAMC-level Cluster | Estimate (SE) | p-value | Estimate (SE) | p-value | Estimate (SE) | p-value |
Heterogeneity | NA | NA | NA | NA | 0.08 (0.23) | 0.719 |
Association with death | NA | NA | NA | NA | 0.67 (0.43) | 0.877 |
NA: Not Applicable; ART = antiretroviral treatment, HR = hazard ratio, CI = confidence interval, ADE = AIDS defining event; Shared frailty model is analyzed without level-2 clustering; joint frailty model is analyzed without level-2 clustering; Strategy 1 = intensive antiretroviral treatment (ART) vs. standard ART; Strategy 2 = ART treatment interruption vs. no interruption