After adjusting for age, BMI, tumor stage, medication cycles, coronary heart disease, and other irAEs, the association between NER with OS was attenuated, while SII, AAR, LAR, cTnI, and NT-proBNP remained significantly associated with OS (Table 3). This evidence concerns the gene NPPB and neoplasm.