On the contrary, KIRCs were found to potentially have a lower copper cell death in cancer tissue because their anti-cuproptosis gene ATP7B was upregulated with pro-copper metabolism-related cell death genes SLC31A1, FDX1, DLAT, and LIAS downregulated in cancer tissues. Here, SLC31A1 is linked to cancer.