In sickle cell anemia, the genetic reason for the presence of valine is a point mutation in the beta-globin gene, which causes the substitution of glutamic acid (normally found at the sixth position) with valine, leading to the abnormal hemoglobin that causes red blood cells to sickle under low oxygen conditions.