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1.
Cancer ; 130(10): 1758-1765, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38422026

ABSTRACT

BACKGROUND: In early-stage non-small cell lung cancer (NSCLC), recurrence is frequently observed. Circulating tumor DNA (ctDNA) has emerged as a noninvasive tool to risk stratify patients for recurrence after curative intent therapy. This study aimed to risk stratify patients with early-stage NSCLC via a personalized, tumor-informed multiplex polymerase chain reaction (mPCR) next-generation sequencing assay. METHODS: This retrospective cohort study included patients with stage I-III NSCLC. Recruited patients received standard-of-care management (surgical resection with or without adjuvant chemotherapy, followed by surveillance). Whole-exome sequencing of NSCLC resected tissue and matched germline DNA was used to design patient-specific mPCR assays (Signatera, Natera, Inc) to track up to 16 single-nucleotide variants in plasma samples. RESULTS: The overall cohort with analyzed plasma samples consisted of 57 patients. Stage distribution was 68% for stage I and 16% each for stages II and III. Presurgery (i.e., at baseline), ctDNA was detected in 15 of 57 patients (26%). ctDNA detection presurgery was significantly associated with shorter recurrence-free survival (RFS; hazard ratio [HR], 3.54; 95% confidence interval [CI], 1.00-12.62; p = .009). In the postsurgery setting, ctDNA was detected in seven patients, of whom 100% experienced radiological recurrence. ctDNA positivity preceded radiological findings by a median lead time of 2.8 months (range, 0-12.9 months). Longitudinally, ctDNA detection at any time point was associated with shorter RFS (HR, 16.1; 95% CI, 1.63-158.9; p < .0001). CONCLUSIONS: ctDNA detection before surgical resection was strongly associated with a high risk of relapse in early-stage NSCLC in a large unique Asian cohort. Prospective studies are needed to assess the clinical utility of ctDNA status in this setting.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Circulating Tumor DNA , High-Throughput Nucleotide Sequencing , Lung Neoplasms , Neoplasm Recurrence, Local , Neoplasm Staging , Neoplasm, Residual , Humans , Lung Neoplasms/genetics , Lung Neoplasms/blood , Lung Neoplasms/pathology , Male , Circulating Tumor DNA/blood , Circulating Tumor DNA/genetics , Female , Middle Aged , Aged , Retrospective Studies , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/diagnosis , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/pathology , High-Throughput Nucleotide Sequencing/methods , Neoplasm, Residual/genetics , Neoplasm, Residual/diagnosis , Early Detection of Cancer/methods , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , Adult , Aged, 80 and over , Multiplex Polymerase Chain Reaction/methods
2.
Lung Cancer ; 139: 207-215, 2020 01.
Article in English | MEDLINE | ID: mdl-31835042

ABSTRACT

OBJECTIVES: There is an expanding list of therapeutically relevant biomarkers for non-small cell lung cancer (NSCLC), and molecular profiling at diagnosis is paramount. Tissue attrition in scaling traditional single biomarker assays from small biopsies is an increasingly encountered problem. We sought to compare the performance of targeted next-generation sequencing (NGS) panels with traditional assays and correlate the mutational landscape with PD-L1 status in Singaporean patients. MATERIALS AND METHODS: We identified consecutive patients diagnosed between Jan 2016 to Sep 2017 with residual tissue after standard molecular testing. Tissue samples were tested using a targeted NGS panel for DNA alterations (29 selected genes including BRAF, EGFR, ERBB2 and TP53) and an RNA fusion panel (ALK, ROS1 and RET). PD-L1 immunohistochemistry was also performed. A cost-effectiveness analysis of NGS compared to standard molecular testing was conducted. RESULTS: A total of 174 samples were evaluated: PD-L1 (n = 169), NGS DNA panel (n = 173) and RNA fusion (n = 119) testing. Median age was 68 years, 53 % were male, 58 % were never smokers, 85 % were Chinese, 66 % had stage IV disease and 95 % had adenocarcinoma histology. In patients profiled with NGS on DNA, EGFR (56 %), KRAS (14 %), BRAF (2 %) and ERBB2 (1 %) mutations were found. RNA fusion testing revealed fusions in ALK (6 %), RET (3 %) and ROS1 (1 %). Cost-effectiveness analysis demonstrated that compared to sequential testing in EGFR negative patients, upfront NGS testing would result in an additional 1 % of patients with actionable alterations for targeted therapy being identified without significant increases in testing cost or turnaround time. CONCLUSIONS: This study demonstrates that even in an EGFR mutant predominant population, upfront NGS represents a feasible, cost-effective method of diagnostic molecular profiling compared with sequential testing strategies. Our results support the implementation of diagnostic NGS in non-squamous NSCLC in Asia to allow patients access to the most appropriate personalized therapy.


Subject(s)
Adenocarcinoma of Lung/pathology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Non-Small-Cell Lung/pathology , Cost-Benefit Analysis , High-Throughput Nucleotide Sequencing/methods , Lung Neoplasms/pathology , Molecular Targeted Therapy , Adenocarcinoma of Lung/drug therapy , Adenocarcinoma of Lung/economics , Adenocarcinoma of Lung/genetics , Adult , Aged , Aged, 80 and over , Asia , Biomarkers, Tumor/genetics , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/economics , Carcinoma, Non-Small-Cell Lung/genetics , ErbB Receptors/genetics , Female , Follow-Up Studies , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/economics , Lung Neoplasms/genetics , Male , Middle Aged , Mutation , Prognosis , Retrospective Studies
3.
J Clin Oncol ; 37(11): 876-884, 2019 04 10.
Article in English | MEDLINE | ID: mdl-30676858

ABSTRACT

PURPOSE: Mesenchymal epithelial transition factor ( MET) activation has been implicated as an oncogenic driver in epidermal growth factor receptor ( EGFR)-mutant non-small-cell lung cancer (NSCLC) and can mediate primary and secondary resistance to EGFR tyrosine kinase inhibitors (TKI). High copy number thresholds have been suggested to enrich for response to MET inhibitors. We examined the clinical relevance of MET copy number gain (CNG) in the setting of treatment-naive metastatic EGFR-mutant-positive NSCLC. PATIENTS AND METHODS: MET fluorescence in situ hybridization was performed in 200 consecutive patients identified as metastatic treatment-naïve EGFR-mutant-positive. We defined MET-high as CNG greater than or equal to 5, with an additional criterion of MET/centromeric portion of chromosome 7 ratiο greater than or equal to 2 for amplification. Time-to-treatment failure (TTF) to EGFR TKI in patients identified as MET-high and -low was estimated by Kaplan-Meier method and compared using log-rank test. Multiregion single-nucleotide polymorphism array analysis was performed on 13 early-stage resected EGFR-mutant-positive NSCLC across 59 sectors to investigate intratumoral heterogeneity of MET CNG. RESULTS: Fifty-two (26%) of 200 patients in the metastatic cohort were MET-high at diagnosis; 46 (23%) had polysomy and six (3%) had amplification. Median TTF was 12.2 months (95% CI, 5.7 to 22.6 months) versus 13.1 months (95% CI, 10.6 to 15.0 months) for MET-high and -low, respectively ( P = .566), with no significant difference in response rate regardless of copy number thresholds. Loss of MET was observed in three of six patients identified as MET-high who underwent postprogression biopsies, which is consistent with marked intratumoral heterogeneity in MET CNG observed in early-stage tumors. Suboptimal response (TTF, 1.0 to 6.4 months) to EGFR TKI was observed in patients with coexisting MET amplification (five [3.2%] of 154). CONCLUSION: Although up to 26% of TKI-naïve EGFR-mutant-positive NSCLC harbor high MET CNG by fluorescence in situ hybridization, this did not significantly affect response to TKI, except in patients identified as MET-amplified. Our data underscore the limitations of adopting arbitrary copy number thresholds and the need for cross-assay validation to define therapeutically tractable MET pathway dysregulation in EGFR-mutant-positive NSCLC.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma, Non-Small-Cell Lung/genetics , Drug Resistance, Neoplasm/genetics , Gene Amplification , Gene Dosage , Lung Neoplasms/genetics , Mutation , Proto-Oncogene Proteins c-met/genetics , Antineoplastic Agents/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/enzymology , Carcinoma, Non-Small-Cell Lung/secondary , Cell Line, Tumor , Databases, Factual , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/genetics , ErbB Receptors/metabolism , Genetic Heterogeneity , Humans , In Situ Hybridization, Fluorescence , Lung Neoplasms/drug therapy , Lung Neoplasms/enzymology , Lung Neoplasms/pathology , Predictive Value of Tests , Protein Kinase Inhibitors/therapeutic use , Reproducibility of Results , Retrospective Studies
4.
Nat Commun ; 9(1): 216, 2018 01 15.
Article in English | MEDLINE | ID: mdl-29335443

ABSTRACT

EGFR-mutant lung adenocarcinomas (LUAD) display diverse clinical trajectories and are characterized by rapid but short-lived responses to EGFR tyrosine kinase inhibitors (TKIs). Through sequencing of 79 spatially distinct regions from 16 early stage tumors, we show that despite low mutation burdens, EGFR-mutant Asian LUADs unexpectedly exhibit a complex genomic landscape with frequent and early whole-genome doubling, aneuploidy, and high clonal diversity. Multiple truncal alterations, including TP53 mutations and loss of CDKN2A and RB1, converge on cell cycle dysregulation, with late sector-specific high-amplitude amplifications and deletions that potentially beget drug resistant clones. We highlight the association between genomic architecture and clinical phenotypes, such as co-occurring truncal drivers and primary TKI resistance. Through comparative analysis with published smoking-related LUAD, we postulate that the high intra-tumor heterogeneity observed in Asian EGFR-mutant LUAD may be contributed by an early dominant driver, genomic instability, and low background mutation rates.


Subject(s)
Adenocarcinoma/genetics , ErbB Receptors/genetics , Exome Sequencing/methods , Genomics/methods , Lung Neoplasms/genetics , Mutation , Adenocarcinoma/ethnology , Adenocarcinoma/pathology , Asian People/genetics , Cell Line, Tumor , Drug Resistance, Neoplasm/drug effects , Drug Resistance, Neoplasm/genetics , Genetic Predisposition to Disease/ethnology , Genetic Predisposition to Disease/genetics , Humans , Lung Neoplasms/ethnology , Lung Neoplasms/pathology , Protein Kinase Inhibitors/pharmacology
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