Thus, with pharmacogenomic studies it would be possible to understand the action of different drugs in combination with the chemotherapeutic effect and the association with the gene analyzed, and using polymorphisms in the TYMS gene as population biomarkers of severity to different types of cancer, especially the BC. The gene discussed is TYMS; the disease is breast cancer.