We collected patients’ demographics and clinicopathological data, including baseline antibiotic use (within 1 month), metastasis, number of treatment regimens received, PD-L1 expression, tumor mutation burden, lymphocyte number, and Lactate dehydrogenase (LDH). Here, CD274 is linked to neoplasm.