A limitation of this study was the absence of serum albumin in the candidate variables, although it has been shown to be an important prognostic marker in older age in community-living subjects [30, 31], in hospitalized older patients [32] and in other cachexia-inducing diseases [33, 34]. The gene discussed is ALB; the disease is Cachexia.