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1.
Cancer Invest ; 38(2): 85-93, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31939681

ABSTRACT

The identification and quantification of actionable mutations are critical for guiding targeted therapy and monitoring drug response in colorectal cancer. Liquid biopsy (LB) based on plasma cell-free DNA analysis has emerged as a noninvasive approach with many clinical advantages over conventional tissue sampling. Here, we developed a LB protocol using ultra-deep massive parallel sequencing and validated its clinical performance for detection and quantification of actionable mutations in three major driver genes (KRAS, NRAS and BRAF). The assay showed a 92% concordance for mutation detection between plasma and paired tissues and great reliability in quantification of variant allele frequency.


Subject(s)
Circulating Tumor DNA/genetics , Colorectal Neoplasms/genetics , High-Throughput Nucleotide Sequencing/methods , Liquid Biopsy/methods , Colorectal Neoplasms/blood , GTP Phosphohydrolases/genetics , Humans , Membrane Proteins/genetics , Mutation , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Reproducibility of Results
2.
Sci Rep ; 11(1): 16436, 2021 08 12.
Article in English | MEDLINE | ID: mdl-34385540

ABSTRACT

Targeted therapy with tyrosine kinase inhibitors (TKI) provides survival benefits to a majority of patients with non-small cell lung cancer (NSCLC). However, resistance to TKI almost always develops after treatment. Although genetic and epigenetic alterations have each been shown to drive resistance to TKI in cell line models, clinical evidence for their contribution in the acquisition of resistance remains limited. Here, we employed liquid biopsy for simultaneous analysis of genetic and epigenetic changes in 122 Vietnamese NSCLC patients undergoing TKI therapy and displaying acquired resistance. We detected multiple profiles of resistance mutations in 51 patients (41.8%). Of those, genetic alterations in EGFR, particularly EGFR amplification (n = 6), showed pronounced genome instability and genome-wide hypomethylation. Interestingly, the level of hypomethylation was associated with the duration of response to TKI treatment. We also detected hypermethylation in regulatory regions of Homeobox genes which are known to be involved in tumor differentiation. In contrast, such changes were not observed in cases with MET (n = 4) and HER2 (n = 4) amplification. Thus, our study showed that liquid biopsy could provide important insights into the heterogeneity of TKI resistance mechanisms in NSCLC patients, providing essential information for prediction of resistance and selection of subsequent treatment.


Subject(s)
Antineoplastic Agents/therapeutic use , Carcinoma, Non-Small-Cell Lung/pathology , DNA Copy Number Variations , DNA Methylation , Drug Resistance, Neoplasm/genetics , Liquid Biopsy/methods , Lung Neoplasms/pathology , Mutation , Protein Kinase Inhibitors/therapeutic use , Adult , Aged , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Cohort Studies , ErbB Receptors/genetics , Female , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Male , Middle Aged
3.
Sci Rep ; 10(1): 2707, 2020 02 17.
Article in English | MEDLINE | ID: mdl-32066856

ABSTRACT

Comprehensive profiling of actionable mutations in non-small cell lung cancer (NSCLC) is vital to guide targeted therapy, thereby improving the survival rate of patients. Despite the high incidence and mortality rate of NSCLC in Vietnam, the actionable mutation profiles of Vietnamese patients have not been thoroughly examined. Here, we employed massively parallel sequencing to identify alterations in major driver genes (EGFR, KRAS, NRAS, BRAF, ALK and ROS1) in 350 Vietnamese NSCLC patients. We showed that the Vietnamese NSCLC patients exhibited mutations most frequently in EGFR (35.4%) and KRAS (22.6%), followed by ALK (6.6%), ROS1 (3.1%), BRAF (2.3%) and NRAS (0.6%). Interestingly, the cohort of Vietnamese patients with advanced adenocarcinoma had higher prevalence of EGFR mutations than the Caucasian MSK-IMPACT cohort. Compared to the East Asian cohort, it had lower EGFR but higher KRAS mutation prevalence. We found that KRAS mutations were more commonly detected in male patients while EGFR mutations was more frequently found in female. Moreover, younger patients (<61 years) had higher genetic rearrangements in ALK or ROS1. In conclusions, our study revealed mutation profiles of 6 driver genes in the largest cohort of NSCLC patients in Vietnam to date, highlighting significant differences in mutation prevalence to other cohorts.


Subject(s)
Adenocarcinoma/genetics , Carcinoma, Non-Small-Cell Lung/genetics , Gene Expression Regulation, Neoplastic , Lung Neoplasms/genetics , Mutation , Proto-Oncogene Proteins p21(ras)/genetics , Adenocarcinoma/diagnosis , Adenocarcinoma/ethnology , Adenocarcinoma/mortality , Adult , Aged , Aged, 80 and over , Anaplastic Lymphoma Kinase/genetics , Asian People , Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Non-Small-Cell Lung/ethnology , Carcinoma, Non-Small-Cell Lung/mortality , DNA Mutational Analysis , ErbB Receptors/genetics , Female , GTP Phosphohydrolases/genetics , High-Throughput Nucleotide Sequencing , Humans , Incidence , Lung Neoplasms/diagnosis , Lung Neoplasms/ethnology , Lung Neoplasms/mortality , Male , Membrane Proteins/genetics , Middle Aged , Protein-Tyrosine Kinases/genetics , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins B-raf/genetics , Sex Factors , Survival Analysis , Vietnam/epidemiology
4.
Front Oncol ; 10: 1351, 2020.
Article in English | MEDLINE | ID: mdl-32850431

ABSTRACT

Population-specific profiling of mutations in cancer genes is of critical importance for the understanding of cancer biology in general as well as the establishment of optimal diagnostics and treatment guidelines for that particular population. Although genetic analysis of tumor tissue is often used to detect mutations in cancer genes, the invasiveness and limited accessibility hinders its application in large-scale population studies. Here, we used ultra-deep massive parallel sequencing of plasma cell free DNA (cfDNA) to identify the mutation profiles of 265 Vietnamese patients with advanced non-small cell lung cancer (NSCLC). Compared to a cohort of advanced NSCLC patients characterized by sequencing of tissue samples, cfDNA genomic testing, despite lower mutation detection rates, was able to detect major mutations in tested driver genes that reflected similar mutation composition and distribution pattern, as well as major associations between mutation prevalence and clinical features. In conclusion, ultra-deep sequencing of plasma cfDNA represents an alternative approach for population-wide genetic profiling of cancer genes where recruitment of patients is limited to the accessibility of tumor tissue site.

5.
PLoS One ; 14(12): e0226193, 2019.
Article in English | MEDLINE | ID: mdl-31841547

ABSTRACT

The identification and quantification of actionable mutations are of critical importance for effective genotype-directed therapies, prognosis and drug response monitoring in patients with non-small-cell lung cancer (NSCLC). Although tumor tissue biopsy remains the gold standard for diagnosis of NSCLC, the analysis of circulating tumor DNA (ctDNA) in plasma, known as liquid biopsy, has recently emerged as an alternative and noninvasive approach for exploring tumor genetic constitution. In this study, we developed a protocol for liquid biopsy using ultra-deep massively parallel sequencing (MPS) with unique molecular identifier tagging and evaluated its performance for the identification and quantification of tumor-derived mutations from plasma of patients with advanced NSCLC. Paired plasma and tumor tissue samples were used to evaluate mutation profiles detected by ultra-deep MPS, which showed 87.5% concordance. Cross-platform comparison with droplet digital PCR demonstrated comparable detection performance (91.4% concordance, Cohen's kappa coefficient of 0.85 with 95% CI = 0.72-0.97) and great reliability in quantification of mutation allele frequency (Intraclass correlation coefficient of 0.96 with 95% CI = 0.90-0.98). Our results highlight the potential application of liquid biopsy using ultra-deep MPS as a routine assay in clinical practice for both detection and quantification of actionable mutation landscape in NSCLC patients.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Circulating Tumor DNA/analysis , High-Throughput Nucleotide Sequencing/methods , Lung Neoplasms/genetics , Polymerase Chain Reaction/methods , Sequence Tagged Sites , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Non-Small-Cell Lung/pathology , Circulating Tumor DNA/genetics , DNA Barcoding, Taxonomic/methods , DNA Mutational Analysis/methods , DNA, Neoplasm/analysis , DNA, Neoplasm/genetics , DNA, Neoplasm/isolation & purification , ErbB Receptors/genetics , Female , GTP Phosphohydrolases/genetics , Humans , Limit of Detection , Liquid Biopsy , Lung Neoplasms/diagnosis , Lung Neoplasms/pathology , Male , Membrane Proteins/genetics , Middle Aged , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Reproducibility of Results
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