# Prospective Upfront Next-Generation Sequencing for Advanced Non-Small Cell Lung Cancer: Real-World Outcomes from the Ion Chiricuță Oncology Institute

**Authors:** Alexandra Cristina Preda, Nicolae Todor, Bogdan Cârlan, Adelina-Dadiana Kubelac-Varro, Dana Ioana Iancu, Cristina Mocan, Mariana Bandi Vasilica, Milan-Paul Kubelac, Cătălin Vlad, Tudor Eliade Ciuleanu

PMC · DOI: 10.3390/ijms26073403 · 2025-04-05

## TL;DR

This study shows that upfront NGS in advanced lung cancer provides quick, comprehensive genetic data to guide personalized treatment and clinical trials.

## Contribution

The study presents real-world outcomes of routine, prospective NGS use in advanced NSCLC in a single Romanian center.

## Key findings

- Upfront NGS detected actionable targets in 74.8% of patients, though only 35.3% received personalized therapy.
- Liquid rebiopsy at progression refined treatment decisions and showed fewer mutations compared to baseline.
- TP53 was the most frequent mutation, and EGFR was more common in never-smokers compared to smokers.

## Abstract

Upfront Next-Generation Sequencing (NGS) is increasingly recommended in advanced NSCLC to guide targeted therapy. This prospective single-center study in Romania evaluated routine, upfront NGS in advanced NSCLC at baseline (tissue and/or liquid) and progression (liquid). Baseline FoundationOne NGS (tissue/liquid) was performed in 119 consecutive stage IV NSCLC patients, along with PD-L1 immunohistochemistry (IHC, SP263). Liquid biopsy was repeated at progression. Turnaround time (TAT), the prevalence of actionable targets, and clinical utility were assessed. Patients were predominantly male (68.1%) with a median age of 62 years (range 30–86). Most had ECOG PS 0–1 (79%) and non-squamous histology (67.2%). Never-smokers accounted for 25.2%. The median TAT for the NGS results was 9 days (range 5–21). Overall, 671 genetic alterations were detected in 149 genes. The mean number of distinct mutations per patient dropped from 5.6 at baseline to 4.3 at progression. Tissue samples yielded more alterations (6 per patient) than baseline liquid biopsies (4.6). Squamous tumors had more alterations (7.1 vs. 4.8 in non-squamous), and the number of smokers exceeded that of never-smokers (6 vs. 4.5). TP53 was the most frequent (70.59%). Actionable variants were found in 74.8% of patients, though only 35.3% received personalized therapy, largely due to performance status deterioration, reimbursement, or trial availability barriers. Common targets in non-squamous tumors included EGFR (21%), KRAS G12C (11%), NF1 (11%), and ERBB2 (6%); in squamous tumors, common targets included NF1 (24%), PIK3CA (18%), and ERBB2 (8%). Among smokers, driver mutations were often NF1 (15%), PIK3CA (11%), KRAS G12C (9%), and ERBB2 (8%); never-smokers were dominated by EGFR (45%), NF1 (15%), and KRAS G12C (8%). TMB ≥ 10 mut/Mb was seen in 26.9%; no patients were MSI-H. PD-L1 TPS was <1% in 33% of patients, 1–49% in 20%, ≥50% in 18%, and unknown in 29%. Upfront NGS offers rapid, comprehensive genomic data, guiding tailored therapies and trials in advanced NSCLC. Liquid rebiopsy at progression further refines treatment decisions.

## Linked entities

- **Genes:** TP53 (tumor protein p53) [NCBI Gene 7157], EGFR (epidermal growth factor receptor) [NCBI Gene 1956], KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845], NF1 (neurofibromin 1) [NCBI Gene 4763], ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 2064], PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290]
- **Diseases:** non-small cell lung cancer (MONDO:0005233), NSCLC (MONDO:0005233)

## Full-text entities

- **Genes:** PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290] {aka CCM4, CLAPO, CLOVE, CWS5, HMH, MCAP}, EGFR (epidermal growth factor receptor) [NCBI Gene 1956] {aka ERBB, ERBB1, ERRP, HER1, NISBD2, NNCIS}, NF1 (neurofibromin 1) [NCBI Gene 4763] {aka NFNS, VRNF, WSS}, ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 2064] {aka CD340, HER-2, HER-2/neu, HER2, MLN 19, MLN-19}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}
- **Diseases:** MSI-H. (MESH:D000848), Squamous tumors (MESH:D018307), Non-Small Cell Lung Cancer (MESH:D002289)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** G12C
- **Cell lines:** SP263 — Homo sapiens (Human), Melanoma, Cancer cell line (CVCL_B6L0)

## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC11989902/full.md

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Source: https://tomesphere.com/paper/PMC11989902