Table 3.
Estimates and standard errors for select parameters from analyses of the CIBMTR HCT data (n= 9,651) including: the proposed finite interval illness-death model with frailty, assuming Weibull () and B-spline () baseline hazard functions described in Section 3.4; the cure fraction illness-death model of Conlon et al.31 with an additional frailty (Conlonγ); the illness-death model with frailty (IDγ); the cure fraction model for acute GVHD; and a multi-state illness-death model (MSM), which aligns with the results of a univariate Cox model for acute GVHD on the transition from HCT to acute GVHD.
|
|
Conlonγ |
IDγ |
Cure |
MSM |
|||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Est | SE | Est | SE | Est | SE | Est | SE | Est | SE | Est | SE | |
Non-susceptible fraction | ||||||||||||
Intercept | 1.94 | 0.06 | 1.90 | 0.07 | 2.07 | 0.06 | 1.99 | 0.06 | ||||
Intermediate stage | −0.14 | 0.07 | −0.18 | 0.07 | −0.15 | 0.07 | −0.08 | 0.07 | ||||
Advanced stage | −0.33 | 0.08 | −0.54 | 0.08 | −0.35 | 0.08 | −0.25 | 0.07 | ||||
HLA: 7/8 | −0.75 | 0.08 | −0.76 | 0.08 | −0.77 | 0.09 | −0.69 | 0.08 | ||||
HLA: 8/8 | −0.42 | 0.07 | −0.43 | 0.06 | −0.47 | 0.07 | −0.40 | 0.06 | ||||
Disease type: ALL | −0.17 | 0.08 | −0.19 | 0.07 | −0.20 | 0.08 | −0.06 | 0.07 | ||||
Disease type: CML | −0.44 | 0.08 | −0.39 | 0.08 | −0.49 | 0.08 | −0.38 | 0.08 | ||||
Disease type: MDS | −0.25 | 0.10 | −0.15 | 0.09 | −0.29 | 0.10 | −0.21 | 0.09 | ||||
Non-susceptible: HCT → Death | ||||||||||||
Intermediate stage | 0.30 | 0.06 | 0.25 | 0.06 | 0.27 | 0.06 | ||||||
Advanced stage | 1.13 | 0.06 | 0.94 | 0.05 | 1.05 | 0.06 | ||||||
HLA: 7/8 | 0.32 | 0.07 | 0.26 | 0.06 | 0.31 | 0.07 | ||||||
HLA: 8/8 | 0.14 | 0.05 | 0.10 | 0.05 | 0.11 | 0.05 | ||||||
Disease type: ALL | −0.08 | 0.06 | −0.11 | 0.06 | −0.09 | 0.06 | ||||||
Disease type: CML | −0.53 | 0.09 | −0.51 | 0.08 | −0.52 | 0.08 | ||||||
Disease type: MDS | −0.52 | 0.08 | −0.44 | 0.07 | −0.50 | 0.08 | ||||||
Susceptible: HCT → Death | ||||||||||||
Intermediate stage | −0.04 | 0.20 | 0.35 | 0.17 | 0.68 | 0.36 | 0.43 | 0.13 | 0.30 | 0.05 | ||
Advanced stage | 0.20 | 0.22 | 0.89 | 0.16 | 1.24 | 0.37 | 1.63 | 0.13 | 1.00 | 0.05 | ||
HLA: 7/8 | 0.68 | 0.21 | 0.46 | 0.17 | 1.29 | 0.50 | 1.55 | 0.15 | 0.34 | 0.05 | ||
HLA: 8/8 | 0.37 | 0.19 | 0.37 | 0.15 | 1.20 | 0.47 | 1.02 | 0.12 | 0.15 | 0.04 | ||
Disease type: ALL | 0.64 | 0.20 | 0.54 | 0.14 | 1.37 | 0.43 | 0.49 | 0.14 | 0.00 | 0.05 | ||
Disease type: CML | 0.07 | 0.23 | 0.02 | 0.19 | 1.09 | 0.48 | 0.08 | 0.16 | −0.37 | 0.07 | ||
Disease type: MDS | 0.11 | 0.27 | −0.09 | 0.18 | 0.75 | 0.47 | −0.04 | 0.17 | −0.40 | 0.06 | ||
Susceptible: HCT → Acute GVHD | ||||||||||||
Intermediate stage | −0.30 | 0.09 | −0.27 | 0.07 | −0.30 | 0.08 | 0.01 | 0.11 | −0.21 | 0.07 | 0.05 | 0.06 |
Advanced stage | −0.24 | 0.10 | −0.31 | 0.08 | −0.22 | 0.08 | 0.51 | 0.11 | −0.10 | 0.06 | 0.21 | 0.06 |
HLA: 7/8 | 0.44 | 0.11 | 0.32 | 0.08 | 0.42 | 0.10 | 1.24 | 0.13 | 0.47 | 0.07 | 0.66 | 0.07 |
HLA: 8/8 | 0.44 | 0.09 | 0.27 | 0.06 | 0.37 | 0.08 | 0.87 | 0.10 | 0.37 | 0.06 | 0.40 | 0.06 |
Disease type: ALL | 0.12 | 0.10 | 0.06 | 0.07 | 0.09 | 0.09 | 0.33 | 0.12 | 0.19 | 0.07 | 0.07 | 0.07 |
Disease type: CML | 0.12 | 0.10 | 0.10 | 0.07 | 0.09 | 0.09 | 0.63 | 0.13 | 0.14 | 0.07 | 0.35 | 0.07 |
Disease type: MDS | 0.04 | 0.12 | 0.08 | 0.09 | 0.02 | 0.10 | 0.33 | 0.14 | 0.12 | 0.08 | 0.19 | 0.08 |
Susceptible: Acute GVHD → Death | ||||||||||||
Intermediate stage | 0.15 | 0.09 | 0.13 | 0.08 | 0.15 | 0.09 | 0.33 | 0.13 | 0.13 | 0.08 | ||
Advanced stage | 0.59 | 0.09 | 0.51 | 0.07 | 0.58 | 0.08 | 1.22 | 0.13 | 0.51 | 0.07 | ||
HLA: 7/8 | 0.29 | 0.10 | 0.26 | 0.09 | 0.29 | 0.09 | 0.85 | 0.14 | 0.25 | 0.09 | ||
HLA: 8/8 | 0.08 | 0.08 | 0.09 | 0.07 | 0.09 | 0.08 | 0.37 | 0.12 | 0.08 | 0.07 | ||
Disease type: ALL | 0.01 | 0.10 | 0.01 | 0.08 | 0.01 | 0.09 | 0.12 | 0.14 | 0.01 | 0.08 | ||
Disease type: CML | 0.15 | 0.10 | 0.12 | 0.09 | 0.15 | 0.10 | 0.42 | 0.14 | 0.13 | 0.09 | ||
Disease type: MDS | 0.11 | 0.11 | 0.07 | 0.10 | 0.09 | 0.10 | 0.30 | 0.16 | 0.07 | 0.10 | ||
Log-frailty variance | ||||||||||||
log(θ) | −0.89 | 0.08 | −4.76 | 1.88 | −1.47 | 0.15 | 2.31 | 0.04 |