Evidence map›Paper›PMID 40878433›Full record

Observational studyCancer research and treatment2026

Genomic Insights into Innate Resistance in Early-Stage EGFR-Mutant Non-Small Cell Lung Cancer: A Comprehensive Analysis of Next-Generation Sequencing Data.

Hayoung Seong, Soo Han Kim, Mi-Hyun Kim, Ahrong Kim, Ju Sun Song, Jung Seop Eom

Abstract readObservational Study
In one paragraph

Observational study in Cancer research and treatment, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Hayoung SeongDepartment of Internal Medicine, Pusan National University School of Medicine, Busan, Korea.
Soo Han KimDepartment of Internal Medicine, Pusan National University School of Medicine, Busan, Korea.
Mi-Hyun KimDepartment of Internal Medicine, Pusan National University School of Medicine, Busan, Korea.
Ahrong KimDepartment of Pathology, Pusan National University Hospital, Busan, Korea.
Ju Sun SongGC Genome Corporation, Yongin, Korea.
Jung Seop EomDepartment of Internal Medicine, Pusan National University School of Medicine, Busan, Korea. ejspulm@gmail.com.

Funding

Pusan National University Hospital
6 · The paper itself

Abstract

purposeComprehensive genomic profiling of early-stage non-small cell lung cancer (NSCLC) with epidermal growth factor receptor (EGFR) mutations remains limited. This study aimed to investigate genomic profiles of early- and advanced-stage EGFR-mutant NSCLC and identify potential innate resistance mechanisms to EGFR-tyrosine kinase inhibitors (TKIs) using targeted next-generation sequencing (NGS). MATERIALS AND

methodsThis retrospective observational study analyzed genomic profiles of patients with early-stage (IA-IIIA) and advanced-stage (IIIB-IV) EGFR-mutant NSCLC from the Lung Cancer NGS registry. Targeted NGS was performed to assess concurrent genetic alterations (GAs), tumor mutational burden (TMB), and variant allele frequency (VAF) of EGFR mutations.

resultsOverall, 160 patients (100 early-stage and 60 advanced-stage) were analyzed. The proportion of patients with concurrent GAs was not significantly different between stages (82.0% vs. 91.7%, p=0.092). Median TMB was 3.8 mutations/Mb in both stages, with no significant difference (p=0.206). However, the median VAF of EGFR mutations was significantly lower in early-stage compared to that in advanced-stage (19.3% vs. 29.6%, p=0.002). While TMB remained unchanged with disease progression (p=0.192), VAF of EGFR mutations increased significantly (p < 0.001). Moreover, the frequencies of concurrent single nucleotide variants and copy number variants were significantly lower in early-stage NSCLC.

conclusionGenomic heterogeneity in EGFR-mutant NSCLC arises early in tumorigenesis. The comparable TMB and lower VAF of EGFR mutations in early-stage disease suggest that innate resistance to EGFR-TKIs may be driven by concurrent GAs, supporting the consideration of combination therapies even in early-stage EGFR-mutant NSCLC.

Indexed as

Carcinoma, Non-Small-Cell LungDrug Resistance, NeoplasmLung NeoplasmsMutationAdultAgedAged, 80 and overBiomarkers, TumorErbB ReceptorsFemaleGenomicsHigh-Throughput Nucleotide SequencingHumansMaleMiddle AgedNeoplasm StagingBiomarkers, TumorEGFR protein, humanErbB ReceptorsProtein Kinase InhibitorsEGFR mutationGenetic profileHigh-throughput nucleotide sequencingLung neoplasmsTyrosine kinase inhibitors

Identifiers

PMID40878433
PMCPMC13382566

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.