This study aimed to evaluate and compare the diagnostic value of C-reactive protein (CRP), procalcitonin (PCT), neutrophil count (NC), and neutrophil-to-lymphocyte ratio (NLR) in peripheral blood for detecting bacterial infections in patients with non-small cell lung cancer (NSCLC) following chemotherapy. Here, CALCA is linked to bacterial infectious disease.