Recent studies have highlighted the complexities of targeted therapies and resistance mechanisms in non-small cell lung cancer (NSCLC). One significant finding is the role of the APOBEC3B enzyme in lung tumor evolution and resistance to epidermal growth factor receptor (EGFR) targeted therapies. Caswell et al. demonstrated that A3B is upregulated in NSCLC models treated with EGFR inhibitors, with nuclear factor kappa B (NF-κB) identified as a key inducer of A3B expression (ref: Caswell doi.org/10.1038/s41588-023-01592-8/). This suggests that A3B may contribute to therapy resistance, necessitating further investigation into its role in tumor progression. Additionally, the CANOPY-1 trial explored the efficacy of canakinumab, an anti-IL-1β antibody, in combination with pembrolizumab and chemotherapy, showing promising results in prolonging survival for advanced NSCLC patients (ref: Tan doi.org/10.1200/JCO.23.00980/). However, the study also emphasizes the need for novel treatment strategies to overcome the persistent poor prognosis in this patient population. Moreover, the investigation of TROP2 as a biomarker for primary resistance to immune checkpoint inhibitors revealed that its expression is associated with a lack of response to PD-1/PD-L1 therapies (ref: Bessede doi.org/10.1158/1078-0432.CCR-23-2566/). This finding underscores the importance of identifying predictive biomarkers to tailor treatment approaches effectively. The CURB trial further illustrated the potential benefits of combining standard systemic therapy with stereotactic body radiotherapy (SBRT), resulting in improved progression-free survival compared to standard care alone (ref: Tsai doi.org/10.1016/S0140-6736(23)01857-3/). Collectively, these studies highlight the multifaceted nature of resistance mechanisms in NSCLC and the ongoing efforts to enhance therapeutic efficacy through targeted approaches.