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Updated: Jul 18, 2026

A Combined 3D Tissue Engineered In Vitro/In Silico Lung Tumor Model for Predicting Drug Effectiveness in Specific Mutational Backgrounds
Published on: April 6, 2016
Erlotinib in lung cancer - molecular and clinical predictors of outcome
Ming-Sound Tsao1, Akira Sakurada, Jean-Claude Cutz
1University Health Network, Princess Margaret Hospital Site, and the Ontario Cancer Institute, University of Toronto, Canada.
Erlotinib improved survival in non-small-cell lung cancer patients. While epidermal growth factor receptor (EGFR) expression and gene amplification correlated with better outcomes, EGFR mutations did not predict a survival benefit.
Area of Science:
- Oncology
- Molecular Biology
Background:
- A clinical trial indicated erlotinib offers a survival advantage in non-small-cell lung cancer (NSCLC) compared to placebo.
- Investigated the association between tumor biomarkers (EGFR expression, gene amplification, and mutations) and erlotinib response and survival.
Purpose of the Study:
- To determine if epidermal growth factor receptor (EGFR) expression, amplification, or mutations in NSCLC tumors correlate with patient response to erlotinib.
- To assess the impact of these EGFR biomarkers on survival outcomes in patients treated with erlotinib.
Main Methods:
- EGFR expression was assessed using immunohistochemistry in 325 NSCLC specimens.
- EGFR mutations were analyzed in 197 samples, and EGFR gene copy number was analyzed in 221 samples from the clinical trial.
- Univariate and multivariate analyses were performed to evaluate biomarker associations with response and survival.
Main Results:
- Univariate analysis showed longer survival with erlotinib in patients with EGFR expression (HR, 0.68; P=0.02) or high EGFR gene copy number (HR, 0.44; P=0.008).
- Multivariate analysis linked adenocarcinoma, never smoking, and EGFR expression to objective response.
- However, multivariate analysis revealed that EGFR expression, gene copy number, or mutations did not significantly influence survival after erlotinib treatment.
Conclusions:
- EGFR mutations may enhance responsiveness to erlotinib in NSCLC patients.
- The presence of an EGFR mutation is not a reliable indicator of a survival benefit when treated with erlotinib.
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