Background. Current methods to predict survival in patients with advan
ced, metastatic melanoma are limited. To determine clinical prognostic
factors that accurately predict survival in patients with metastatic
melanoma, a retrospective analysis was performed. Methods. Clinical, h
ematologic, and biochemical pretreatment parameters from 284 patients
entered on 18 Phase I and II clinical trials were analyzed to determin
e their prognostic effect on survival. A multivariate parametric regre
ssion based on the Weibull distribution was derived to estimate surviv
al. Results. Multivariate Weibull survival regression analysis showed
that a simple model using the logarithm of the pretreatment values of
lactate dehydrogenase and serum albumin, dichotomized as high and low,
significantly and adequately predicted survival. A more complex multi
variate model was also derived that involved the pretreatment platelet
count, visceral organ involvement, and gender as additional factors.
However, a larger study is needed to statistically validate such a mod
el. Conclusions. The pretreatment values of serum lactate dehydrogenas
e and albumin are independent prognostic factors for survival in patie
nts with metastatic melanoma. These two factors can be used to estimat
e survival of patients with advanced, metastatic melanoma and should b
e considered when designing melanoma trials in which survival is an en
dpoint.