Malignant tumors are high‐consumption and high‐metabolic diseases that lead to malnutrition, resulting in low serum albumin, total cholesterol levels, and a decrease in raw materials for erythropoiesis such as iron, vitamin B12, and folic acid, thus leading to anemia. The gene discussed is ALB; the disease is anemia (phenotype).