Recent studies have highlighted the critical role of immunotherapy in the treatment of extensive-stage small cell lung cancer (ES-SCLC). Xie et al. conducted a phase II trial evaluating sintilimab, an anti-PD-1 antibody, combined with chemotherapy, revealing that durable responses are limited to a small subset of patients. This study emphasized the need for comprehensive immune profiling to identify potential biomarkers for predicting treatment response (ref: Xie doi.org/10.1038/s41392-025-02252-5/). Similarly, Cheng et al. reported on the ASTRUM-005 trial, which demonstrated that serplulimab plus chemotherapy significantly improved overall survival compared to chemotherapy alone, identifying a 15-protein signature associated with better outcomes (ref: Cheng doi.org/10.1002/cac2.70032/). These findings underscore the importance of local tumor microenvironment and immune-genomic signatures in tailoring immunotherapy strategies for ES-SCLC patients. In the context of non-small cell lung cancer (NSCLC), Ricciuti et al. explored the efficacy of neoadjuvant PD-1 and PD-L1 blockade combined with chemotherapy for patients with borderline resectable and unresectable stage III NSCLC, showing promising pathological and survival outcomes (ref: Ricciuti doi.org/10.1001/jamaoncol.2025.1115/). Furthermore, Heyward's analysis of immune checkpoint inhibitors (ICIs) revealed significant variability in the harm-benefit ratio across different patient subgroups, emphasizing the need for personalized treatment approaches (ref: Heyward doi.org/10.1001/jamaoncol.2025.0985/). Collectively, these studies illustrate the evolving landscape of immunotherapy in lung cancer, highlighting the necessity for biomarker-driven strategies to optimize patient outcomes.