Combining the two parameters (low TIMP-1 levels and absence of cachexia) in the survival analysis yielded an improved prognostic value (Fig. 4d curve #1) as compared to use of TIMP-1 levels alone (Fig. 1b). The gene discussed is TIMP1; the disease is Cachexia.