Identification of prognostic subgroups among patients with metastatic 'IGCCCG poor-prognosis' germ-cell cancer: An explorative analysis using cart modeling
C. Kollmannsberger et al., Identification of prognostic subgroups among patients with metastatic 'IGCCCG poor-prognosis' germ-cell cancer: An explorative analysis using cart modeling, ANN ONCOL, 11(9), 2000, pp. 1115-1120
Objectives: The IGCCCG classification has identified three prognostic group
s of patients with metastatic germ-cell tumors. 'Poor prognosis' is based o
n primary tumor localization, the presence of visceral metastases, and/or h
igh tumor-marker levels. The overall survival rate of these patients is abo
ut 45%-55%. The present analysis attempts to identify subsets of patients w
ith a more or less favorable outcome among the `poor-prognosis' group.
Patients and methods: We retrospectively explored prognostic subgroups in 3
32 patients with 'IGCCCG' poor-risk GCT using the classification-and-regres
sion-tree model (CART). The following variables were included: primary tumo
r localization, presence of visceral or lung metastases, presence of an abd
ominal tumor, number of metastatic sites, serum levels of beta-HCG, AFP and
LDH. All patients had been treated with cisplatin-etoposide-based chemothe
rapy within controlled clinical trials between 1984 and 1997.
Results: Patient characteristics: gonadal/retroperitoneal (G/R) primary tum
or 260 patients (78%), mediastinal primary tumor 72 patients (22%), viscera
l metastases 205 patients (62%) including 33 patients with CNS metastases,
lung metastases 247 patients (74%), abdominal tumor 241 patients (72%), ele
vated AFP, beta-HCG or LDH levels 235 (71%), 253 (76%) and 275 (83%) of pat
ients, respectively. Patients with primary mediastinal disease plus lung me
tastases exhibited the worst two-year PFS (28%), whereas patients with a pr
imary G/R tumor and without visceral metastases showed the highest chance o
f two-year PFS (75%). The latter group of patients without visceral metasta
ses and with a primary G/R tumor also had the most favourable two-year OS (
84%). In contrast, patients with a primary mediastinal tumor and visceral m
etastases displayed the worst two-year OS (49%).
Conclusions: Different prognostic subsets of patients can be identified amo
ng the group of `poor-prognosis' GCT patients. The CART analysis model resu
lts in a hierarchy of prognostic factors which may allow to more precisely
estimate the individual patient's prognosis. Identifying subgroups of 'very
poor-prognosis' among 'poor-prognosis' patients may allow to test for new
treatment strategies in selected subgroups.