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1.
Clin Cancer Res ; 27(21): 5939-5950, 2021 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-34261696

RESUMO

PURPOSE: Despite the established role of EGFR tyrosine kinase inhibitors (TKIs) in EGFR-mutated NSCLC, drug resistance inevitably ensues, with a paucity of treatment options especially in EGFR T790M-negative resistance. EXPERIMENTAL DESIGN: We performed whole-exome and transcriptome analysis of 59 patients with first- and second-generation EGFR TKI-resistant metastatic EGFR-mutated NSCLC to characterize and compare molecular alterations mediating resistance in T790M-positive (T790M+) and -negative (T790M-) disease. RESULTS: Transcriptomic analysis revealed ubiquitous loss of adenocarcinoma lineage gene expression in T790M- tumors, orthogonally validated using multiplex IHC. There was enrichment of genomic features such as TP53 alterations, 3q chromosomal amplifications, whole-genome doubling and nonaging mutational signatures in T790M- tumors. Almost half of resistant tumors were further classified as immunehot, with clinical outcomes conditional on immune cell-infiltration state and T790M status. Finally, using a Bayesian statistical approach, we explored how T790M- and T790M+ disease might be predicted using comprehensive genomic and transcriptomic profiles of treatment-naïve patients. CONCLUSIONS: Our results illustrate the interplay between genetic alterations, cell lineage plasticity, and immune microenvironment in shaping divergent TKI resistance and outcome trajectories in EGFR-mutated NSCLC. Genomic and transcriptomic profiling may facilitate the design of bespoke therapeutic approaches tailored to a tumor's adaptive potential.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/genética , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Mutação , Receptores ErbB/genética , Humanos , Proteínas Tirosina Quinases/genética
2.
Lung Cancer ; 139: 207-215, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31835042

RESUMO

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.


Assuntos
Adenocarcinoma de Pulmão/patologia , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Carcinoma Pulmonar de Células não Pequenas/patologia , Análise Custo-Benefício , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Neoplasias Pulmonares/patologia , Terapia de Alvo Molecular , Adenocarcinoma de Pulmão/tratamento farmacológico , Adenocarcinoma de Pulmão/economia , Adenocarcinoma de Pulmão/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Ásia , Biomarcadores Tumorais/genética , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/economia , Carcinoma Pulmonar de Células não Pequenas/genética , Receptores ErbB/genética , Feminino , Seguimentos , Humanos , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/economia , Neoplasias Pulmonares/genética , Masculino , Pessoa de Meia-Idade , Mutação , Prognóstico , Estudos Retrospectivos
3.
Nat Genet ; 52(2): 177-186, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-32015526

RESUMO

Lung cancer is the world's leading cause of cancer death and shows strong ancestry disparities. By sequencing and assembling a large genomic and transcriptomic dataset of lung adenocarcinoma (LUAD) in individuals of East Asian ancestry (EAS; n = 305), we found that East Asian LUADs had more stable genomes characterized by fewer mutations and fewer copy number alterations than LUADs from individuals of European ancestry. This difference is much stronger in smokers as compared to nonsmokers. Transcriptomic clustering identified a new EAS-specific LUAD subgroup with a less complex genomic profile and upregulated immune-related genes, allowing the possibility of immunotherapy-based approaches. Integrative analysis across clinical and molecular features showed the importance of molecular phenotypes in patient prognostic stratification. EAS LUADs had better prediction accuracy than those of European ancestry, potentially due to their less complex genomic architecture. This study elucidated a comprehensive genomic landscape of EAS LUADs and highlighted important ancestry differences between the two cohorts.


Assuntos
Adenocarcinoma de Pulmão/genética , Neoplasias Pulmonares/genética , Mutação , Adenocarcinoma de Pulmão/etiologia , Adenocarcinoma de Pulmão/mortalidade , Adenocarcinoma de Pulmão/terapia , Idoso , Povo Asiático/genética , Estudos de Coortes , Variações do Número de Cópias de DNA , Receptores ErbB/genética , Exoma , Feminino , Perfilação da Expressão Gênica , Humanos , Neoplasias Pulmonares/etiologia , Neoplasias Pulmonares/mortalidade , Neoplasias Pulmonares/terapia , Masculino , Pessoa de Meia-Idade , Proteínas Proto-Oncogênicas p21(ras)/genética , Singapura , Proteína Supressora de Tumor p53/genética
4.
J Clin Oncol ; 37(11): 876-884, 2019 04 10.
Artigo em Inglês | MEDLINE | ID: mdl-30676858

RESUMO

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.


Assuntos
Biomarcadores Tumorais/genética , Carcinoma Pulmonar de Células não Pequenas/genética , Resistencia a Medicamentos Antineoplásicos/genética , Amplificação de Genes , Dosagem de Genes , Neoplasias Pulmonares/genética , Mutação , Proteínas Proto-Oncogênicas c-met/genética , Antineoplásicos/uso terapêutico , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/enzimologia , Carcinoma Pulmonar de Células não Pequenas/secundário , Linhagem Celular Tumoral , Bases de Dados Factuais , Receptores ErbB/antagonistas & inibidores , Receptores ErbB/genética , Receptores ErbB/metabolismo , Heterogeneidade Genética , Humanos , Hibridização in Situ Fluorescente , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/enzimologia , Neoplasias Pulmonares/patologia , Valor Preditivo dos Testes , Inibidores de Proteínas Quinases/uso terapêutico , Reprodutibilidade dos Testes , Estudos Retrospectivos
5.
Nat Commun ; 9(1): 216, 2018 01 15.
Artigo em Inglês | MEDLINE | ID: mdl-29335443

RESUMO

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.


Assuntos
Adenocarcinoma/genética , Receptores ErbB/genética , Sequenciamento do Exoma/métodos , Genômica/métodos , Neoplasias Pulmonares/genética , Mutação , Adenocarcinoma/etnologia , Adenocarcinoma/patologia , Povo Asiático/genética , Linhagem Celular Tumoral , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Resistencia a Medicamentos Antineoplásicos/genética , Predisposição Genética para Doença/etnologia , Predisposição Genética para Doença/genética , Humanos , Neoplasias Pulmonares/etnologia , Neoplasias Pulmonares/patologia , Inibidores de Proteínas Quinases/farmacologia
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