The CRP/PNI ratio was associated with CRP (p<0.001), PNI (p<0.001), platelet count (p=0.049), hypoalbuminemia (p=0.032), lymphocyte count (p=0.046), and survival (p=0.010). This evidence concerns the gene CRP and Hypoalbuminemia.