The scRNA-seq analysis showed that pRCC cells and CAFs exhibited high expression of PYCR1. A recent study reported that PYCR1, a key enzyme in proline biosynthesis, promotes the production of a collagen-rich extracellular matrix, thereby enhancing tumor growth and metastasis in breast cancer [31]. Here, PYCR1 is linked to breast cancer.