A bioinformatic study explored the ferroptosis-related lncRNA GSEC/miRNA-101-3p/CISD1 axis in LUAD, identifying upregulated genes like CISD1, PGD, and ATP5MC3 associated with advanced tumor stages and poor prognosis. Here, CISD1 is linked to neoplasm.