In PTX-resistant breast cancer, proline, glutamic acid, leucine-rich protein 1 (PELP1) directly interacts with PFKFB3, leading to breast cancer cells exhibiting high glycolytic characteristics (Truong et al. 2021). The gene discussed is PFKFB3; the disease is breast carcinoma.