Applying next-generation sequencing to predict short progression-free survival in patients with advanced EGFR-mutant lung adenocarcinoma receiving epidermal growth factor receptor tyrosine kinase inhibitors

Po-Hsin LeeYi-Chun HsiaoYen-Hsiang HuangKuo-Hsuan HsuJeng-Sen TsengHo LinGee-Chen ChangTsung-Ying Yang2026-03-102026-03-102025-08-0810.1097/CAD.0000000000001762https://scholars.csmu.edu.tw/handle/123456789/5436For patients with advanced EGFR-mutant lung adenocarcinoma, progression-free survival (PFS) is significantly improved by epidermal growth factor receptor tyrosine kinase inhibitor (EGFR-TKI) medications. However, a subset of patients still experiences early disease progression. In this study, we aimed to identify potential risk factors associated with shorter PFS through next-generation sequencing (NGS) analysis. This retrospective study included patients with advanced EGFR-mutant lung adenocarcinoma who received first-line EGFR-TKI treatment with upfront NGS. The genetic alterations included two types, mutations and copy number variations. Alterations involving EGFR downstream signaling pathways were classified as ‘PIK3CA-AKT/RAS-RAF alterations’. Clinical and histopathological data were also collected and analyzed. We studied a total of 82 advanced lung cancer patients with sensitive EGFR mutations. Multivariable analyses showed associations with a shorter PFS for the following factors: PIK3CA-AKT/RAS-RAF alterations [hazard ratio (HR) 3.197, P = 0.006], age ≤50 (HR 3.034, P = 0.010), and PD-L1 ≥50% (HR 2.256, P = 0.035). Based on the above risk factors, patients were classified into no-risk and ≥1 risk groups. In the no-risk group, third-generation EGFR-TKIs showed a numerically longer PFS compared to first/second-generation EGFR-TKIs (not reached vs. 20.0 months, P = 0.084). However, in patients with ≥1 risk factor, third-generation EGFR-TKIs showed no PFS advantages (6.6 vs. 6.2 months, P = 0.831). In conclusion, besides clinicopathological factors, NGS provides additional insights to predict shorter PFS after EGFR-TKI treatment. We identified three risk factors: (1) PIK3CA-AKT/RAS-RAF alterations, (2) age ≤50, and (3) PD-L1 ≥50%. Patients with these factors had poor PFS regardless of EGFR-TKI generation.[SDGs]SDG3Applying next-generation sequencing to predict short progression-free survival in patients with advanced EGFR-mutant lung adenocarcinoma receiving epidermal growth factor receptor tyrosine kinase inhibitorsjournal-article