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Updated: Jan 23, 2026

Detection of Targetable Alterations in Non-small Cell Lung Cancer using Next-generation Sequencing
Published on: October 10, 2025
Development, validation, and comparison of gene analysis methods for detecting EGFR mutation from non-small cell lung
Masaki Hanibuchi1,2, Akira Kanoh3, Takuya Kuramoto3
1Department of Respiratory Medicine and Rheumatology, Graduate School of Biomedical Sciences, Tokushima University, Tokushima, 770-8503, Japan.
Abstract:
The feasibility and required sensitivity of circulating free DNA (cfDNA)-based detection methods in second-line epidermal growth factor receptor-tyrosine kinase inhibitor (EGFR-TKI) treatment are not well elucidated. We examined T790M and other activating mutations of EGFR by cfDNA to assess the clinical usability. In 45 non-small cell lung cancer (NSCLC) patients harboring activating EGFR mutations, cfDNAs were prepared from the plasma samples. EGFR mutations in cfDNA were detected using highly sensitive methods and originally developed assays and these results were compared to tissue-based definitive diagnoses. The specificity of each cfDNA-based method ranged 96-100% whereas the sensitivity ranged 56-67%, indicating its low pseudo-positive rate. In EGFR-TKI failure cohort, 41-46% samples were positive for T790M by each cfDNA-based method, which was comparable to re-biopsy tissue-based T790M positive rates in literature. The concordance of the results for each EGFR mutation ranged from 83-95%. In eight patients, the results of the cfDNA-based assays and re-biopsy-derived tissue-based test were compared. The observed overall agreement ranged in 50-63% in T790M, and in 63-100% in activating EGFR mutations. In this study, we have newly developed three types of assay which have enough sensitivity to detect cfDNA. We also detected T790M in 44% of patients who failed prior EGFR-TKI treatment, indicating that cfDNA-based assay has clinical relevance for detecting acquired mutations of EGFR.
Insights
Circulating free DNA (cfDNA) assays show clinical relevance for detecting acquired epidermal growth factor receptor (EGFR) mutations in non-small cell lung cancer (NSCLC) patients. These highly sensitive cfDNA tests can identify T790M mutations after EGFR-tyrosine kinase inhibitor (TKI) treatment failure.
Area of Science:
- Molecular Oncology
- Genetics
- Cancer Research
Background:
- Second-line epidermal growth factor receptor-tyrosine kinase inhibitor (EGFR-TKI) treatment efficacy in non-small cell lung cancer (NSCLC) is often limited by acquired resistance mutations, such as T790M.
- Detecting these resistance mutations is crucial for guiding subsequent treatment strategies, but tissue biopsies can be invasive and may not always be feasible.
- Circulating free DNA (cfDNA) analysis offers a less invasive alternative for molecular profiling, yet its sensitivity and clinical utility in this context require further elucidation.
Purpose of the Study:
- To evaluate the feasibility and sensitivity of novel circulating free DNA (cfDNA)-based detection methods for epidermal growth factor receptor (EGFR) mutations, including T790M, in patients with non-small cell lung cancer (NSCLC) undergoing second-line EGFR-TKI treatment.
- To assess the clinical usability and concordance of cfDNA-based assays compared to traditional tissue biopsy diagnoses for identifying acquired EGFR mutations.
Main Methods:
- Developed and employed three highly sensitive, novel assays for detecting EGFR mutations, including T790M, in cfDNA extracted from plasma samples of 45 NSCLC patients with known activating EGFR mutations.
- Compared the results of cfDNA-based mutation detection with definitive tissue-based diagnoses, including re-biopsy data where available.
- Calculated specificity, sensitivity, and concordance rates for the cfDNA assays against tissue-based results.
Main Results:
- The cfDNA-based methods demonstrated high specificity (96-100%) with a low pseudo-positive rate, while sensitivity ranged from 56-67%.
- In patients who failed prior EGFR-TKI treatment, T790M mutations were detected in 41-46% of cfDNA samples, comparable to literature values for tissue-based re-biopsies.
- Concordance rates for specific EGFR mutations between cfDNA and tissue ranged from 83-95%, with overall agreement in T790M detection between 50-63% and activating mutations between 63-100% in a subset of eight patients.
Conclusions:
- Newly developed cfDNA assays possess sufficient sensitivity to detect circulating tumor DNA, demonstrating clinical relevance for identifying acquired EGFR mutations, particularly T790M, in NSCLC patients post-EGFR-TKI failure.
- cfDNA-based mutation detection presents a viable, less invasive approach for monitoring treatment response and guiding therapeutic decisions in NSCLC.
- The high specificity and comparable detection rates for T790M suggest that cfDNA analysis can complement or potentially replace re-biopsies in certain clinical scenarios.
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