Transition-specific covariate effect estimates in the multistate model according to CMML risk at diagnosis
Covariates . | Transition . | Lower-risk CMML . | Higher-risk CMML . | ||
---|---|---|---|---|---|
HR (95% CI) . | P . | HR (95% CI) . | P . | ||
AML vs diagnosis state | To death | 4.99 (3.23-7.72) | <.001 | 3.60 (2.51-5.16) | <.001 |
Allo-HCT from AML vs from diagnosis | To death | 1.49 (0.86-2.59) | .159 | 1.19 (0.68-2.07) | .547 |
AML vs diagnosis state | To allo- HCT | 8.34 (3.97-17.50) | <.001 | 5.48 (2.60-11.52) | <.001 |
Female vs male | Diagnosis to AML | 0.78 (0.46-1.33) | .367 | 0.72 (0.47-1.11) | .135 |
Age at diagnosis* | Diagnosis to AML | 1.07 (0.77-1.49) | .683 | 0.79 (0.66-0.94) | .008 |
Female vs male | Diagnosis to allo-HCT | 1.11 (0.55-2.24) | .766 | 1.40 (0.68-2.89) | .359 |
Age at diagnosis* | Diagnosis to allo-HCT | 0.47 (0.35-0.64) | <.001 | 0.60 (0.45-0.78) | <.001 |
Female vs male | Diagnosis to death | 0.69 (0.45-1.05) | .082 | 0.73 (0.51-1.06) | .099 |
Age at diagnosis* | Diagnosis to death | 1.14 (0.87-1.48) | .347 | 1.29 (1.01-1.64) | .045 |
Female vs male | AML to allo-HCT | 0.44 (0.10-1.97) | .280 | 0.90 (0.32-2.53) | .844 |
Age at diagnosis* | AML to allo-HCT | 0.64 (0.40-1.02) | .058 | 0.72 (0.51-1.01) | .056 |
Female vs male | AML to death | 0.74 (0.37-1.46) | .383 | 0.87 (0.52-1.44) | .583 |
Age at diagnosis* | AML to death | 1.15 (0.77-1.70) | .494 | 1.16 (0.88-1.52) | .289 |
Female vs male | Allo-HCT (prior to AML) to death | 0.55 (0.33-0.93) | .025 | 1.24 (0.85-1.87) | .317 |
Age at diagnosis* | Allo-HCT (prior to AML) to death | 1.17 (0.87-1.58) | .304 | 1.05 (0.87-1.26) | .625 |
Female vs male | Allo-HCT (post-AML) to death | 0.54 (0.17-1.64) | .274 | 0.83 (0.31-2.22) | .708 |
Age at diagnosis* | Allo-HCT (post-AML) to death | 1.83 (0.74-4.52) | .192 | 1.09 (0.67-1.79) | .729 |
Covariates . | Transition . | Lower-risk CMML . | Higher-risk CMML . | ||
---|---|---|---|---|---|
HR (95% CI) . | P . | HR (95% CI) . | P . | ||
AML vs diagnosis state | To death | 4.99 (3.23-7.72) | <.001 | 3.60 (2.51-5.16) | <.001 |
Allo-HCT from AML vs from diagnosis | To death | 1.49 (0.86-2.59) | .159 | 1.19 (0.68-2.07) | .547 |
AML vs diagnosis state | To allo- HCT | 8.34 (3.97-17.50) | <.001 | 5.48 (2.60-11.52) | <.001 |
Female vs male | Diagnosis to AML | 0.78 (0.46-1.33) | .367 | 0.72 (0.47-1.11) | .135 |
Age at diagnosis* | Diagnosis to AML | 1.07 (0.77-1.49) | .683 | 0.79 (0.66-0.94) | .008 |
Female vs male | Diagnosis to allo-HCT | 1.11 (0.55-2.24) | .766 | 1.40 (0.68-2.89) | .359 |
Age at diagnosis* | Diagnosis to allo-HCT | 0.47 (0.35-0.64) | <.001 | 0.60 (0.45-0.78) | <.001 |
Female vs male | Diagnosis to death | 0.69 (0.45-1.05) | .082 | 0.73 (0.51-1.06) | .099 |
Age at diagnosis* | Diagnosis to death | 1.14 (0.87-1.48) | .347 | 1.29 (1.01-1.64) | .045 |
Female vs male | AML to allo-HCT | 0.44 (0.10-1.97) | .280 | 0.90 (0.32-2.53) | .844 |
Age at diagnosis* | AML to allo-HCT | 0.64 (0.40-1.02) | .058 | 0.72 (0.51-1.01) | .056 |
Female vs male | AML to death | 0.74 (0.37-1.46) | .383 | 0.87 (0.52-1.44) | .583 |
Age at diagnosis* | AML to death | 1.15 (0.77-1.70) | .494 | 1.16 (0.88-1.52) | .289 |
Female vs male | Allo-HCT (prior to AML) to death | 0.55 (0.33-0.93) | .025 | 1.24 (0.85-1.87) | .317 |
Age at diagnosis* | Allo-HCT (prior to AML) to death | 1.17 (0.87-1.58) | .304 | 1.05 (0.87-1.26) | .625 |
Female vs male | Allo-HCT (post-AML) to death | 0.54 (0.17-1.64) | .274 | 0.83 (0.31-2.22) | .708 |
Age at diagnosis* | Allo-HCT (post-AML) to death | 1.83 (0.74-4.52) | .192 | 1.09 (0.67-1.79) | .729 |
Because some pairs of transitions were assumed to be proportional, they share the same baseline hazard function. The relative difference of the hazards, within a pair, is expressed in terms of hazard ratio. For example, the hazard of death (without/before transplantation) after transformation to AML for lower-risk patients is estimated to be 5 times as high as the hazard of death without transformation to AML. Similarly, an effect of transformation to AML was estimated on the hazard of transplantation and the hazard of death after transplantation. Additionally, transition-specific age and sex effects were modeled. The same multistate model was estimated separately in lower- and higher-risk CMML patients as CPSS risk violated the proportional hazards assumption.
Age by unit of 10 years.