In summary, we found five cachexia variables—the Fearon consensus criteria for cachexia, WLGS, NLR, albumin and PNI—to be routinely collected at the time of ICI initiation in regular clinical practice and predictive of worse disability‐free, hospitalization‐free and overall survival in our cohort of all patients receiving ICI therapy. This evidence concerns the gene ALB and Cachexia.