During tumor progression, elevated cytokines (e.g., interleukin-6) and oxidative stress impair erythropoiesis, increase erythrocyte fragility, induce functional iron deficiency, and disrupt energy metabolism, thereby promoting the development of anemia (30). This evidence concerns the gene IL6 and Iron deficiency anemia.