Ren, Z., Zhu, Y., Qi, X., Zhao, J., Tang, S., Wang, Q., Ji, H., He, J., Tian, W., Tang, X., Yang, P., Wu, H., Zheng, T., Zhao, J., Yuan, H., Li, J. (2025). Machine learning-driven classification and prognostic prediction of kidney renal clear cell carcinoma using APOBEC family expression signatures. Scientific Reports. https://doi.org/10.1038/s41598-025-21989-1