Background/Aim: Immune checkpoint inhibitors (ICI) are a novel medication for non-small cell lung cancer (NSCLC). Recent reports indicated that baseline tumor size (BTS) relates to the efficacy of ICI therapy for melanoma, but no study exists for NSCLC. This study aimed to evaluate the utility of BTS for ICI therapy. Patients and Methods: Data from 58 patients diagnosed with NSCLC who underwent ICI monotherapy, were retrospectively analyzed. Patients were divided into two groups according to BTS (below 101 mm, above 101 mm). The primary endpoint was progression-free survival (PFS) and the secondary endpoint was overall survival (OS). Results: PFS of patients with a large BTS was significantly shorter than that of those with a small BTS (median; 2.07 [95% confidence interval [CI]=0.99-6.77] months versus 6.39 [95%CI=4.17-11.50] months) (p=0.044). OS of patients with large BTS was also significantly shorter (p<0.01). Conclusion: BTS is a predictive and prognostic negative factor of ICI therapy for NSCLC. Lung cancer is one of the leading causes of cancer-related death worldwide (1). Advanced non-small cell lung cancer (NSCLC) is treated using systemic therapies, including chemotherapy, epidermal growth factor receptor-tyrosine kinase inhibitor (TKI), anaplastic lymphoma kinase-TKI, c-ros oncogene 1 inhibitor, a combination of BRAF/MET inhibitor, and an immune checkpoint inhibitor (ICI) (2). The immune system protects the host against cancer cells via seven steps termed the cancer-immunity cycle (3). The seven steps include 'priming and activation' and 'recognition of cancer by T cells' (3). These processes are regulated and activated by various molecules and cytokines, including programmed death-ligand 1 (PD-L1) and programmed death-1 (PD-1), which suppress the cancer-immune cycle (3, 4). Cancer cells can express PD-L1 on their surfaces, facilitating recognition by PD-1, which is expressed on the surface of T-cells and acts as a PD-L1 receptor. Binding of PD-L1 to T cells has a profound inhibitory effect on immune functions such as cytokine secretion, growth, and cytotoxicity. Hence, PD-1 and PD-L1 are thought to be important target molecules for the control of cancer. ICI is a novel and promising medication for NSCLC. Nivolumab, a fully human IgG4 anti-PD-1 receptor-blocking monoclonal antibody (5), was the first ICI available for treatment of NSCLC in Japan. The Checkmate 017 and Checkmate 057 studies indicated the superiority of nivolumab over docetaxel for patient progression-free survival (PFS) and overall survival (OS) (6, 7). In addition to nivolumab, various other ICIs are now available, including pembrolizumab (an anti-PD-1 blocking antibody), atezolizumab and durvalumab (anti-PD-L1 blocking antibodies). Use of these ICIs has also been shown to lead to superior PFS and OS (8-10). Previous studies (Checkmate 017, 057, and Keynote-010) showed that the effects of ICI differed according to PD-L1 expression. As ICI is more effective against NSCLC expressing a higher tumor proportion score (TPS) of PD-L1 (6, 7),...