Recent studies have highlighted the efficacy of immunotherapy in lung adenocarcinoma, particularly through the use of immune checkpoint inhibitors. In a phase 2 trial, patients with resectable stage IIIA or IIIB non-small-cell lung cancer (NSCLC) who received neoadjuvant nivolumab combined with platinum-based chemotherapy demonstrated a significant improvement in surgical outcomes, with 93% undergoing surgery compared to 69% in the control group. The overall survival rates at 24 months were notably higher in the experimental group (85.0%) versus the control (63.6%), indicating a hazard ratio for death of 0.43 (ref: Provencio doi.org/10.1056/NEJMoa2215530/). Another study evaluated perioperative pembrolizumab, revealing a 24-month overall survival of 80.9% in the treatment group, although this did not reach statistical significance compared to the placebo group (ref: Wakelee doi.org/10.1056/NEJMoa2302983/). These findings suggest that while immunotherapy can enhance survival, the benefits may vary based on specific patient characteristics and treatment regimens. Additionally, the pharmacokinetics and safety of atezolizumab were assessed in a phase III trial comparing subcutaneous versus intravenous administration. The study aimed to improve treatment convenience without compromising efficacy, which is crucial for patient adherence (ref: Burotto doi.org/10.1016/j.annonc.2023.05.009/). Furthermore, the GEMSTONE-302 trial demonstrated that sugemalimab combined with chemotherapy significantly improved progression-free survival and overall survival in treatment-naive patients with metastatic NSCLC (ref: Zhou doi.org/10.1038/s43018-023-00578-z/). These studies collectively emphasize the potential of immunotherapy in enhancing treatment outcomes for lung adenocarcinoma, although further research is needed to optimize strategies and identify patient populations that benefit most.