Statistical associations were observed, suggesting a lower risk of neutropenia (p = 0.013) and hand-foot syndrome (HFS; p = 0.027) for the carriers of T variation for rs1128503 in capecitabine-treated patients, carriers of T variation for rs1045642 treated with capecitabine had a lower risk of HFS (p = 0.033), while those treated with 5-FU had a higher risk of diarrhea (p = 0.035), and carriers of T variation for rs2032592 treated with capecitabine were at less risk of developing HFS (p = 0.033).