Tyrosine Kinase Inhibitors, Antibody-Drug Conjugates, and Bispecific Antibodies in Oncogene-Driven Non-Small-Cell Lung Cancer: Evolving Roles in Treatment Sequencing and Resistance Management.

The treatment landscape of oncogene-driven non-small-cell lung cancer (NSCLC) has evolved substantially with the development of targeted therapies directed against actionable molecular alterations. Tyrosine kinase inhibitors (TKIs) remain the cornerstone of treatment for many driver-defined subsets; however, acquired resistance, central nervous system progression, and tumor heterogeneity continue to limit long-term disease control. This review examines the mechanistic foundations, clinical evidence, resistance patterns, and emerging therapeutic roles of TKIs, antibody-drug conjugates (ADCs), and bispecific antibodies (bsAbs) in oncogene-driven NSCLC. Relevant preclinical studies, clinical trials, and recent therapeutic advances across major actionable driver alterations were reviewed and compared. TKIs provide potent and selective inhibition of oncogenic signaling and remain the preferred frontline therapy in most molecular subgroups, whereas ADCs offer targeted payload delivery that may overcome diverse resistance mechanisms, and bsAbs provide dual-target blockade and immune-mediated antitumor activity. Emerging evidence supports the expanding role of ADCs and bsAbs in post-TKI settings and selected biomarker-defined populations. Resistance mechanisms differ across therapeutic classes and include secondary target alterations, bypass pathway activation, antigen loss, payload resistance, and receptor adaptation. Collectively, these modalities are increasingly being integrated into biomarker-guided treatment strategies, with future management likely to rely on rational sequencing and combination approaches tailored to resistance mechanisms, target expression, central nervous system involvement, and tumor heterogeneity.