RESUMEN
OBJECTIVE: Non-small cell lung cancer (NSCLC) is the most common primary tumor to develop brain metastasis. Prognostic markers are needed to better determine survival after neurosurgical resection of intracranial disease. Given the importance of mutation subtyping in determining systemic therapy and overall prognosis of NSCLC, the authors examined the prognostic value of mutation status for postresection survival of patients with NSCLC brain metastasis. METHODS: The authors retrospectively analyzed all cases of NSCLC brain metastasis with available molecular testing data that were resected by a single surgeon at a single academic center from January 2009 to February 2019. Mutation status, demographic characteristics, clinical factors, and treatments were analyzed. Association between predictive variables and overall survival after neurosurgery was determined with Cox regression. RESULTS: Of the included patients (n = 84), 40% were male, 76% were smokers, the mean ± SD Karnofsky Performance Status was 85 ± 14, and the mean ± SD age at surgery was 63 ± 11 years. In total, 23%, 26%, and 4% of patients had EGFR, KRAS, and ALK/ROS1 alterations, respectively. On multivariate analysis, survival of patients with EGFR (HR 0.495, p = 0.0672) and KRAS (HR 1.380, p = 0.3617) mutations were not significantly different from survival of patients with wild-type (WT) tumor. However, the subgroup of patients with EGFR mutation who also received tyrosine kinase inhibitor (TKI) therapy had significantly prolonged survival (HR 0.421, p = 0.0471). In addition, postoperative stereotactic radiosurgery (HR 0.409, p = 0.0177) and resected tumor diameter < 3 cm (HR 0.431, p = 0.0146) were also significantly associated with prolonged survival, but Graded Prognostic Assessment score ≤ 1.0 (HR 2.269, p = 0.0364) was significantly associated with shortened survival. CONCLUSIONS: Patients with EGFR mutation who receive TKI therapy may have better survival after resection of brain metastasis than patients with WT tumor. These results may inform counseling and decision-making regarding the appropriateness of resection of NSCLC brain metastasis.
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Biomarcadores de Tumor/análisis , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/terapia , Carcinoma de Pulmón de Células no Pequeñas/genética , Carcinoma de Pulmón de Células no Pequeñas/terapia , Adulto , Anciano , Antineoplásicos/uso terapéutico , Neoplasias Encefálicas/secundario , Carcinoma de Pulmón de Células no Pequeñas/patología , Toma de Decisiones Clínicas , Análisis Mutacional de ADN , Receptores ErbB/sangre , Femenino , Humanos , Estado de Ejecución de Karnofsky , Neoplasias Pulmonares/patología , Masculino , Persona de Mediana Edad , Procedimientos Neuroquirúrgicos/métodos , Pronóstico , Inhibidores de Proteínas Quinasas/uso terapéutico , Proteínas Tirosina Quinasas/sangre , Proteínas Proto-Oncogénicas/sangre , Proteínas Proto-Oncogénicas p21(ras)/sangre , Estudios Retrospectivos , Fumar/efectos adversos , Análisis de SupervivenciaRESUMEN
Liquid biopsy has become a useful alternative in metastatic colorectal cancer (mCRC) patients when tissue biopsy of metastatic sites is not feasible. In this study we aimed to investigate the clinical utility of circulating exosomes DNA in the management of mCRC patients. Exosomes level and KRAS mutational status in exosomal DNA was assesed in 70 mCRC patients and 29 CRC primary tumor and were analysed at different disease steps evaluating serial blood samples (240 blood samples). There was a significant correlation between the extension of disease and exosomes level and the resection of primary localized tumor was correlated with a decrease of KRAS G12V/ D copies and fractional abundance in metastatic disease. CEA expression and liver metastasis correlated with a higher number of KRAS G12V/D copies/ml and a higher fractional abundance; in the subgroup of mCRC patients eligible for surgery, the size of tumor and the radiological response were related to exosomes level but only the size was related to the number of KRAS WT copies; both KRAS wild-type and mutated levels were identified as a prognostic factor related to OS. Finally, we found that 91% of mutated mCRC patients became wild type after the first line chemotherapy but this status reverted in mutated one at progression in 80% of cases. In a prospective cohort of mCRC patients, we show how longitudinal monitoring using exosome-based liquid biopsy provides clinical information relevant to therapeutic stratification.
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Neoplasias del Colon/sangre , Neoplasias del Colon/genética , Exosomas/metabolismo , Mutación , Proteínas Proto-Oncogénicas p21(ras)/sangre , Proteínas Proto-Oncogénicas p21(ras)/genética , Neoplasias del Recto/sangre , Neoplasias del Recto/genética , Biomarcadores de Tumor/sangre , Biomarcadores de Tumor/genética , ADN Tumoral Circulante/genética , ADN Tumoral Circulante/aislamiento & purificación , Neoplasias del Colon/diagnóstico , Neoplasias del Colon/patología , Femenino , Estudios de Seguimiento , Humanos , Estimación de Kaplan-Meier , Biopsia Líquida/métodos , Masculino , Pronóstico , Supervivencia sin Progresión , Estudios Prospectivos , Neoplasias del Recto/diagnóstico , Neoplasias del Recto/patología , Ciudad de Roma/epidemiologíaAsunto(s)
Biomarcadores de Tumor/genética , Carcinoma Ductal Pancreático/genética , ADN Tumoral Circulante/sangre , Recurrencia Local de Neoplasia/diagnóstico , Neoplasias Pancreáticas/genética , Proteínas Proto-Oncogénicas p21(ras)/genética , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/sangre , Carcinoma Ductal Pancreático/sangre , Carcinoma Ductal Pancreático/mortalidad , Carcinoma Ductal Pancreático/cirugía , Femenino , Humanos , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia/sangre , Recurrencia Local de Neoplasia/genética , Neoplasias Pancreáticas/sangre , Neoplasias Pancreáticas/mortalidad , Neoplasias Pancreáticas/cirugía , Estudios Prospectivos , Proteínas Proto-Oncogénicas p21(ras)/sangreRESUMEN
Liquid biopsy and cell-free DNA (cfDNA) show great promise in cancer diagnostics. In this study, we designed a custom droplet digital PCR (ddPCR) assay for the quantification and quality control of cfDNA isolated from serum. The assay was validated on a group of locally advanced colorectal cancer (CRC) patients and two control groups-patients with hemorrhoids and healthy individuals. The assay shows a high correlation with Qubit measurement (r = 0.976) but offers a higher dynamic range. Mean concentrations of cfDNA were 12.36 ng/µL, 5.17 ng/µL, and 0.29 ng/µL for CRC, hemorrhoid patients, and healthy controls, respectively. The quality of cfDNA was assessed with the measurement of B-cell DNA contamination. On a subset of CRC patients, we compared the mutation status on KRAS (G12A, G12D, G12V, G13D) and BRAF (V600E) genes in the primary tumor and cfDNA isolated from the serum. A total of 70.6% of primary tumor samples were mutated, and the mean fractional abundance of mutations was 9.50%. The matching serum samples were mutated in 38% cases with an average fractional abundance of 0.23%. We conclude that any decisions based solely on the amount of cfDNA present in patient serum must be interpreted carefully and in the context of co-morbidities. This study explores the potential of ddPCR somatic mutations detection from liquid biopsy as a supplement to tissue biopsy in targeted personalized CRC patient management.
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Ácidos Nucleicos Libres de Células/sangre , Neoplasias Colorrectales/sangre , Proteínas Proto-Oncogénicas B-raf/genética , Proteínas Proto-Oncogénicas p21(ras)/genética , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/sangre , Ácidos Nucleicos Libres de Células/genética , ADN Tumoral Circulante , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/patología , Femenino , Humanos , Biopsia Líquida , Masculino , Persona de Mediana Edad , Mutación/genética , Proteínas Proto-Oncogénicas B-raf/sangre , Proteínas Proto-Oncogénicas p21(ras)/sangreRESUMEN
Tumor-derived cell-free DNA (cfDNA) is an emerging biomarker for guiding the personalized treatment of patients with metastatic colorectal cancer (CRC). While patients with CRC liver metastases (CRC-LM) have relatively high levels of plasma cfDNA, little is known about patients with CRC peritoneal metastases (CRC-PM). This study evaluated the presence of tumor-derived cfDNA in plasma and peritoneal fluid (i.e. ascites or peritoneal washing) in 20 patients with isolated CRC-PM and in the plasma of 100 patients with isolated CRC-LM. Among tumor tissue KRAS/BRAF mutation carriers, tumor-derived cfDNA was detected by droplet digital polymerase chain reaction (ddPCR) in plasma of 93% of CRC-LM and 20% of CRC-PM patients and in peritoneal fluid in all CRC-PM patients. Mutant allele fraction (MAF) and mutant copies per ml (MTc/ml) were lower in CRC-PM plasma than in CRC-LM plasma (median MAF = 0.28 versus 18.9%, p < 0.0001; median MTc/ml = 21 versus 1,758, p < 0.0001). Within patients with CRC-PM, higher cfDNA levels were observed in peritoneal fluid than in plasma (median MAF = 16.4 versus 0.28%, p = 0.0019; median MTc/ml = 305 versus 21, p = 0.0034). These data imply that tumor-derived cfDNA in plasma is a poor biomarker to monitor CRC-PM. Instead, cfDNA detection in peritoneal fluid may offer an alternative to guide CRC-PM treatment decisions.
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Líquido Ascítico/química , Biomarcadores de Tumor/genética , ADN Tumoral Circulante/genética , Neoplasias Colorrectales/genética , Neoplasias Peritoneales/genética , Proteínas Proto-Oncogénicas B-raf/genética , Proteínas Proto-Oncogénicas p21(ras)/genética , Anciano , Biomarcadores de Tumor/sangre , ADN Tumoral Circulante/sangre , Toma de Decisiones Clínicas , Neoplasias Colorrectales/sangre , Neoplasias Colorrectales/patología , Neoplasias Colorrectales/terapia , Análisis Mutacional de ADN , Femenino , Humanos , Biopsia Líquida , Masculino , Persona de Mediana Edad , Mutación , Países Bajos , Neoplasias Peritoneales/sangre , Neoplasias Peritoneales/secundario , Neoplasias Peritoneales/terapia , Reacción en Cadena de la Polimerasa , Valor Predictivo de las Pruebas , Pronóstico , Proteínas Proto-Oncogénicas B-raf/sangre , Proteínas Proto-Oncogénicas p21(ras)/sangreRESUMEN
BACKGROUND: The RAS family protooncogenes, including KRAS, NRAS and HRAS, encode proteins responsible for the regulation of growth, differentiation and survival of many cell types. The HRAS and KRAS oncogene mutations are well defined, however, the clinical significance of RAS expressions in non-small-cell lung cancer (NSCLC) is still uncertain. METHODS: A total of 39 whole blood samples of NSCLC (the investigated group), collected at three points of time: at the time of diagnosis, 100 days and 1 year after the surgery as well as 35 tissue samples obtained during the surgery were included in this study. HRAS and KRAS genes mRNA expression were assessed using quantitative real-time polymerase chain reaction techniques. RESULTS: Increased relative HRAS mRNA level in blood was found significantly more frequently in the group of smokers (p = 0.008). Patients with squamous cell carcinoma subtypes of NSCLC were more likely to show an overexpression of HRAS gene in blood, but not statistically significant (p = 0.065). In tumor tissue overexpression of HRAS gene was associated with adenocarcinoma subtype (p = 0.049). No statistically significant associations were found for the expression of KRAS with any clinicopathological parameters, except the age of patients, within the study. There were no differences between the relative HRAS and KRAS genes expression levels in blood samples taken from the same patients during the 3 observation points, as well as between blood collected from patients before surgery and tissue samples obtained during operation. CONCLUSION: The potential associations between high HRAS expression levels, age, smoking status and histological type of cancer were observed, which emphasizes the need for further study of the RAS family. Therefore, subsequent research involving larger numbers of patients and a longer follow-up, as well as multicenter study are necessary to confirm our findings.
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Carcinoma de Pulmón de Células no Pequeñas/genética , Carcinoma de Células Escamosas/genética , Expresión Génica , Genes ras , Neoplasias Pulmonares/genética , ARN Mensajero/sangre , Factores de Edad , Anciano , Anciano de 80 o más Años , Carcinoma de Pulmón de Células no Pequeñas/sangre , Carcinoma de Pulmón de Células no Pequeñas/patología , Carcinoma de Células Escamosas/sangre , Carcinoma de Células Escamosas/patología , Femenino , Humanos , Neoplasias Pulmonares/sangre , Neoplasias Pulmonares/patología , Masculino , Persona de Mediana Edad , Proteínas Proto-Oncogénicas p21(ras)/sangre , Estudios Retrospectivos , Fumar/sangre , Factores de TiempoRESUMEN
Droplet digital polymerase chain reaction (ddPCR) is a highly sensitive and accurate method for quantification of nucleic acid sequences. We used absolute quantification of mutated v-Ki-ras2 Kirsten rat sarcoma viral oncogene homology gene (KRAS) by ddPCR to investigate the prognostic role of mutated KRAS in patients with KRAS-mutated lung adenocarcinomas. Pre-treatment plasma samples from 60 patients with stages I-IV KRAS-mutated lung adenocarcinomas were analysed for KRAS mutations. The associations between survival, detectable KRAS mutations in plasma, and the plasma concentration of mutated KRAS were assessed. Overall, 23 of 60 (38%) patients had detectable KRAS mutation in plasma. The percentage of patients with detectable mutation was 8% in stage I, 30% in stage II, 71% in stage III, and 73% in stage IV. Estimated overall median progression-free survival (PFS) and overall survival (OS) were 26.2 months [95% confidence interval (CI) 12.5-39.9] and 50.8 months (95% CI 0-107.3), respectively. Patients with detectable mutations in plasma had significantly worse median PFS compared to patients with undetectable mutation (13.1 versus 70.1 months) and shorter median OS (20.7 versus not reached). High circulating tumour DNA (ctDNA) concentrations of mutated KRAS were significantly associated with shorter PFS [hazard ratio (HR) 1.008, 95% CI 1.004-1.012] and OS (HR 1.007, 95% CI 1.003-1.011). All associations remained statistically significant in multivariable analyses. In conclusion, ddPCR is an accurate and easily feasible technique for quantification of KRAS mutations in ctDNA. The presence of detectable KRAS mutation in plasma at baseline was associated with worse PFS and OS. High concentration of mutated KRAS in ctDNA was an independent negative prognostic factor for both PFS and OS.
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Adenocarcinoma del Pulmón/genética , Biomarcadores de Tumor/genética , Carcinoma de Pulmón de Células no Pequeñas/genética , ADN Tumoral Circulante/genética , Neoplasias Pulmonares/genética , Proteínas Proto-Oncogénicas p21(ras)/genética , Adenocarcinoma del Pulmón/sangre , Adenocarcinoma del Pulmón/mortalidad , Adenocarcinoma del Pulmón/terapia , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/sangre , Carcinoma de Pulmón de Células no Pequeñas/sangre , Carcinoma de Pulmón de Células no Pequeñas/mortalidad , Carcinoma de Pulmón de Células no Pequeñas/terapia , ADN Tumoral Circulante/sangre , Análisis Mutacional de ADN , Femenino , Humanos , Biopsia Líquida , Neoplasias Pulmonares/sangre , Neoplasias Pulmonares/mortalidad , Neoplasias Pulmonares/terapia , Masculino , Persona de Mediana Edad , Reacción en Cadena de la Polimerasa , Valor Predictivo de las Pruebas , Supervivencia sin Progresión , Proteínas Proto-Oncogénicas p21(ras)/sangre , Medición de Riesgo , Factores de Riesgo , Factores de TiempoRESUMEN
BACKGROUND: Novel biomarkers and molecular monitoring tools hold potential to improve outcome for patients following resection of pancreatic ductal adenocarcinoma (PDAC). We hypothesized that the combined longitudinal analysis of mutated cell-free plasma KRAS (cfKRASmut) and CA 19-9 during adjuvant treatment and follow-up might more accurately predict disease course than hitherto available parameters. METHODS: Between 07/2015 and 10/2018, we collected 134 plasma samples from 25 patients after R0/R1-resection of PDAC during adjuvant chemotherapy and post-treatment surveillance at our institution. Highly sensitive discriminatory multi-target ddPCR assays were employed to screen plasma samples for cfKRASmut. cfKRASmut and CA 19-9 dynamics were correlated with recurrence-free survival (RFS) and overall survival (OS). Patients were followed-up until 01/2020. RESULTS: Out of 25 enrolled patients, 76% had undergone R0 resection and 48% of resected PDACs were pN0. 17/25 (68%) of patients underwent adjuvant chemotherapy. Median follow-up was 22.0 months, with 19 out of 25 (76%) patients relapsing during study period. Median RFS was 10.0 months, median OS was 22.0 months. Out of clinicopathologic variables, only postoperative CA 19-9 levels and administration of adjuvant chemotherapy correlated with survival endpoints. cfKRASmut. was detected in 12/25 (48%) of patients, and detection of high levels inversely correlated with survival endpoint. Integration of cfKRASmut and CA 19-9 levels outperformed either individual marker. cfKRASmut outperformed CA 19-9 as dynamic marker since increase during adjuvant chemotherapy and follow-up was highly predictive of early relapse and poor OS. CONCLUSIONS: Integrated analysis of cfKRASmut and CA 19-9 levels is a promising approach for molecular monitoring of patients following resection of PDAC. Larger prospective studies are needed to further develop this approach and dissect each marker's specific potential.
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Biomarcadores de Tumor/sangre , Antígeno CA-19-9/metabolismo , Carcinoma Ductal Pancreático/mortalidad , ADN Tumoral Circulante/sangre , Mutación , Neoplasias Pancreáticas/mortalidad , Proteínas Proto-Oncogénicas p21(ras)/genética , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma Ductal Pancreático/sangre , Carcinoma Ductal Pancreático/patología , Carcinoma Ductal Pancreático/cirugía , Femenino , Estudios de Seguimiento , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Neoplasias Pancreáticas/sangre , Neoplasias Pancreáticas/patología , Neoplasias Pancreáticas/cirugía , Pronóstico , Proteínas Proto-Oncogénicas p21(ras)/sangre , Estudios Retrospectivos , Tasa de SupervivenciaRESUMEN
BACKGROUND: The absence of high-quality next-generation sequencing (NGS) reference material (RM) has impeded the clinical use of liquid biopsies with plasma cell-free DNA (cfDNA) in China. OBJECTIVE: This study aimed to develop a national RM panel for external quality assessment and performance evaluation during kit registration of non-small-cell lung cancer (NSCLC)-related Kirsten rat sarcoma viral oncogene (KRAS)/neuroblastoma ras oncogene (NRAS)/epidermal growth factor receptor (EGFR)/B-type Raf kinase (BRAF)/mesenchymal-epithelial transition factor (MET) genetic assays using plasma circulating tumor DNA (ctDNA). METHODS: Mutation cell lines detected by NGS and validated by Sanger sequencing were selected to establish the RM. Cell line genomic DNA was sheared and used to spike basal plasma cfDNA at 10% concentration. Then, the calibration accuracy was determined by four sequencing platforms. Average values were adopted and diluted to 0.1%, 0.3%, 1% and 3% concentrations with basal plasma as the RM panel. Then, five manufacturers were invited to evaluate the performance of the RM panel. RESULTS: 20 cell lines with 23 clinically important mutations were selected, including six mutations in KRAS, two mutations in NRAS, three in BRAF, four in phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha (PIK3CA), six in EGFR, one EGFR Gain (4-5 copy) and one MET Gain (2-5 copy). The RM panel consisted of 87 samples, including these 21 mutations at four concentrations (0.1%, 0.3%, 1% and 3%), one MET gain, one EGFR gain and one wild type. The detection rate was 100% for the 3%, 1% and 0.3% samples at all five companies. For the 0.1% concentration, 15 samples had inconsistent results, but at least three companies had correct results for each mutation. CONCLUSION: RM for a KRAS/NRAS/EGFR/BRAF/MET mutation panel for plasma ctDNA was developed, which will be essential for quality control of the performance of independent laboratories.
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Biomarcadores de Tumor/genética , Carcinoma de Pulmón de Células no Pequeñas/genética , ADN Tumoral Circulante/genética , Análisis Mutacional de ADN/normas , GTP Fosfohidrolasas/genética , Secuenciación de Nucleótidos de Alto Rendimiento/normas , Neoplasias Pulmonares/genética , Proteínas de la Membrana/genética , Mutación , Proteínas Proto-Oncogénicas B-raf/genética , Proteínas Proto-Oncogénicas c-met/genética , Proteínas Proto-Oncogénicas p21(ras)/genética , Adulto , Beijing , Biomarcadores de Tumor/sangre , Carcinoma de Pulmón de Células no Pequeñas/sangre , Carcinoma de Pulmón de Células no Pequeñas/diagnóstico , Línea Celular Tumoral , ADN Tumoral Circulante/sangre , Receptores ErbB/sangre , Receptores ErbB/genética , Femenino , GTP Fosfohidrolasas/sangre , Humanos , Biopsia Líquida/normas , Neoplasias Pulmonares/sangre , Neoplasias Pulmonares/diagnóstico , Masculino , Proteínas de la Membrana/sangre , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Proteínas Proto-Oncogénicas B-raf/sangre , Proteínas Proto-Oncogénicas c-met/sangre , Proteínas Proto-Oncogénicas p21(ras)/sangre , Estándares de Referencia , Adulto JovenRESUMEN
BACKGROUND: Test on the KRAS somatic mutation status is necessary before cetuximab and panitumumab treatments are given to colorectal cancer patients. Metastatic colorectal cancer patients sometimes lack tumor tissue samples, and the testing of KRAS mutation in plasma samples requires highly sensitive methods. OBJECTIVES: The aim of this study was to evaluate the accuracy of digital PCR in detecting KRAS mutation in plasma samples of colorectal cancer patients. DATA SOURCES: Literature research was conducted in Pubmed, Embase, and Cochrane Library. STUDY ELIGIBILITY CRITERIA, PARTICIPANTS, AND INTERVENTIONS: Database searching found 188 relevant studies. After removing duplicates, eligible studies were selected from 151 publications using the following exclusion criteria: STUDY APPRAISAL AND SYNTHESIS METHODS:: Data were extracted from the eligible studies by 2 independent researchers. Pooled accuracy parameters were calculated from those extracted data using Meta-DiSc and STATA software. RESULTS: Twelve eligible studies were selected for the systematic review and meta-analysis. After calculation, the pooled sensitivity and specificity were 0.83 (95% CI: 0.79-0.86) and 0.91 (95%CI: 0.88-0.93), respectively. Pooled positive likelihood ratio, negative likelihood ratio, and diagnostic odds ratio were 7.30 (95%CI: 4.78-11.17), 0.22 (95%CI: 0.15-0.32), and 41.00 (95%CI: 21.07-79.78), respectively. Area under curve of the summarized ROC curve was 0.9322. LIMITATIONS: Although no significant bias was identified, number of included studies was still quite small, especially in subgroup analysis. CONCLUSIONS AND IMPLICATION OF KEY FINDINGS: Digital PCR showed high accuracy and could be a reliable detection method for KRAS mutation in plasma samples. Large-cohort prospective study is required to further confirm the usefulness of digital PCR in KRAS mutation detection.
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Neoplasias Colorrectales/genética , Reacción en Cadena de la Polimerasa/estadística & datos numéricos , Proteínas Proto-Oncogénicas p21(ras)/genética , Adulto , Anciano , Neoplasias Colorrectales/sangre , Femenino , Humanos , Masculino , Persona de Mediana Edad , Mutación , Reacción en Cadena de la Polimerasa/métodos , Proteínas Proto-Oncogénicas p21(ras)/sangre , Curva ROC , Reproducibilidad de los Resultados , Sensibilidad y EspecificidadRESUMEN
Detection and quantification of tumor-derived KRAS and NRAS mutations in plasma cell-free DNA (cfDNA) holds great potential for cancer diagnostics and treatment response monitoring. Because of high sensitivity, specificity, robustness, and affordability, digital droplet PCR (ddPCR) is ideally suited for this application but requires discriminatory multiplexing when used as screening assay. We therefore designed, optimized, and clinically validated mutation-specific locked nucleic acid-based ddPCR assays for 14 commonly occurring KRAS and NRAS mutations and assembled these assays into seven discriminatory multitarget screening assays covering two to six single-nucleotide variants each. Limit of detection, limit of blank, and interassay accuracy were determined. Assay performance and suitability for screening in cfDNA were validated with plasma samples from a clinically fully characterized cohort of pancreatic cancer patients and healthy controls. Limits of detection for single-target assays were between 0.0015% and 0.069% variant allele fraction, and between 0.022% and 0.16% for multitarget assays. Dilution linearity and interassay accuracy were excellent throughout (r2 > 0.99). Multitarget assay screening of cfDNA extracted from pancreatic cancer patients with unknown KRAS mutational status correctly identified single-nucleotide variants in 45 of 45 (100%) of tumor-derived cell-free DNA-positive samples. In summary, we herein present and clinically validate generic single-target and discriminatory multitarget ddPCR assays for KRAS and NRAS hot spot mutations with broad applicability for clinical and translational research.
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ADN Tumoral Circulante/sangre , ADN Tumoral Circulante/genética , GTP Fosfohidrolasas/sangre , GTP Fosfohidrolasas/genética , Proteínas de la Membrana/sangre , Proteínas de la Membrana/genética , Mutación , Neoplasias Pancreáticas/sangre , Neoplasias Pancreáticas/genética , Reacción en Cadena de la Polimerasa/métodos , Proteínas Proto-Oncogénicas p21(ras)/sangre , Proteínas Proto-Oncogénicas p21(ras)/genética , Adulto , Alelos , Biomarcadores de Tumor/sangre , Biomarcadores de Tumor/genética , Estudios de Casos y Controles , ADN Tumoral Circulante/aislamiento & purificación , Estudios de Cohortes , Análisis Mutacional de ADN/métodos , Exactitud de los Datos , Femenino , Humanos , Límite de Detección , Masculino , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple , Sensibilidad y Especificidad , Adulto JovenRESUMEN
BACKGROUND: The DNA released into the bloodstream by malignant tumours· called circulating tumour DNA (ctDNA), is often a small fraction of total cell-free DNA shed predominantly by hematopoietic cells and is therefore challenging to detect. Understanding the biological properties of ctDNA is key to the investigation of its clinical relevance as a non-invasive marker for cancer detection and monitoring. METHODS: We selected 40 plasma DNA samples of pancreatic cancer cases previously reported to carry a KRAS mutation at the 'hotspot' codon 12 and re-screened the cell-free DNA using a 4-size amplicons strategy (57â¯bp, 79â¯bp, 167â¯bp and 218â¯bp) combined with ultra-deep sequencing in order to investigate whether amplicon lengths could impact on the capacity of detection of ctDNA, which in turn could provide inference of ctDNA and non-malignant cell-free DNA size distribution. FINDINGS: Higher KRAS amplicon size (167â¯bp and 218â¯bp) was associated with lower detectable cell-free DNA mutant allelic fractions (p < 0·0001), with up to 4·6-fold (95% CI: 2·6-8·1) difference on average when comparing the 218bp- and the 57bp-amplicons. The proportion of cases with detectable KRAS mutations was also hampered with increased amplicon lengths, with only half of the cases having detectable ctDNA using the 218â¯bp assay relative to those detected with amplicons less than 80â¯bp. INTERPRETATION: Tumour-derived mutations are carried by shorter cell-free DNA fragments than fragments of wild-type allele. Targeting short amplicons increases the sensitivity of cell-free DNA assays for pancreatic cancer and should be taken into account for optimized assay design and for evaluating their clinical performance. FUNDING: IARC; MH CZ - DRO; MH SK; exchange program between IARC and Sao Paulo medical Sciences; French Cancer League.
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Biomarcadores de Tumor/genética , ADN Tumoral Circulante/genética , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/genética , Proteínas Proto-Oncogénicas p21(ras)/genética , Alelos , Secuencia de Bases , Biomarcadores de Tumor/sangre , Estudios de Casos y Controles , ADN Tumoral Circulante/sangre , Codón , Biología Computacional , Expresión Génica , Frecuencia de los Genes , Humanos , Mutación , Neoplasias Pancreáticas/sangre , Neoplasias Pancreáticas/patología , Pancreatitis Crónica/sangre , Pancreatitis Crónica/diagnóstico , Pancreatitis Crónica/genética , Pancreatitis Crónica/patología , Proteínas Proto-Oncogénicas p21(ras)/sangre , Sensibilidad y EspecificidadRESUMEN
Over the past years, the emergence of liquid biopsy technologies has dramatically expanded our ability to assess multiple myeloma without the need for invasive sampling. Interrogation of cell-free DNA from the peripheral blood recapitulates the mutational landscape at excellent concordance with matching bone marrow aspirates. It can quantify disease burden and identify previously undetected resistance mechanisms which may inform clinical management in real-time. The convenience of sample acquisition and storage provides strong procedural benefits over currently available testing. Further investigations will have to define the role of cell-free DNA as a diagnostic measure by determining clinically relevant tumor thresholds in comparison to existing routine parameters. This review presents an overview of currently available assays and discusses the clinical value, potential and limitations of cell-free DNA technologies for the assessment of this challenging disease.
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Biomarcadores de Tumor/genética , ADN Tumoral Circulante/genética , Genoma Humano , Mieloma Múltiple/diagnóstico , Mieloma Múltiple/genética , Mutación , Antineoplásicos/uso terapéutico , Biomarcadores de Tumor/sangre , ADN Tumoral Circulante/sangre , GTP Fosfohidrolasas/sangre , GTP Fosfohidrolasas/genética , Perfilación de la Expresión Génica , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Humanos , Biopsia Líquida/métodos , Proteínas de la Membrana/sangre , Proteínas de la Membrana/genética , Mieloma Múltiple/tratamiento farmacológico , Mieloma Múltiple/patología , Neoplasia Residual , Células Plasmáticas/efectos de los fármacos , Células Plasmáticas/metabolismo , Células Plasmáticas/patología , Proteínas Proto-Oncogénicas B-raf/sangre , Proteínas Proto-Oncogénicas B-raf/genética , Proteínas Proto-Oncogénicas p21(ras)/sangre , Proteínas Proto-Oncogénicas p21(ras)/genética , Recurrencia , Proteína p53 Supresora de Tumor/sangre , Proteína p53 Supresora de Tumor/genéticaRESUMEN
BACKGROUND: Circulating tumor DNA (ctDNA) is cell-free DNA that is released into peripheral blood by tumor cells. ctDNA harbors somatic mutations and mutant ctDNA obtained from blood can be used as a biomarker in advanced non-small cell lung cancer (NSCLC). In this study, we investigated the clinicopathological properties of tumors that shed ctDNA in surgically resected NSCLC patients. METHODS: Consecutive cases of NSCLC with matching surgically resected tissue specimens and peripheral or specimen blood samples were eligible for this study. EGFR and KRAS mutations in plasma ctDNA and formalin-fixed paraffin-embedded tissue were analyzed using peptide nucleic acid clamping-assisted method. The plasma and tissue results were compared according to clinicopathological features. RESULTS: Mutation analyses were available for 36 cases. EGFR and KRAS mutations were present in 41.7% (15/36) and 16.7% (6/36) of tissue samples, respectively. Among EGFR and KRAS-mutant tumors, plasma mutation detection sensitivity was 13.3% (2/15) for EGFR and 33.3% (2/6) for KRAS. The presence of ctDNA in plasma was significantly associated with higher pathological tumor stage (p = 0.028), nodal metastasis (p = 0.016), solid adenocarcinoma pattern (p = 0.003), tumor necrosis (p = 0.012), larger primary tumor diameter (p = 0.002) or volume (p = 0.002), and frequent mitosis (p = 0.018) in tissue specimens. All tumors larger than 4 cm in maximal diameter or 25 cm3 in volume shed ctDNA in plasma. In subgroup analysis among EGFR mutated adenocarcinoma, ctDNA was significantly associated with nodal metastasis (p = 0.029), vascular invasion (p = 0.029), solid adenocarcinoma pattern (p = 0.010), and tumor necrosis (p = 0.010), high mitotic rate (p = 0.009), large pathological tumor size (p = 0.027), and large tumor volume on CT (p = 0.027). CONCLUSION: We suggest that primary or total tumor burden, solid adenocarcinoma morphology, tumor necrosis, and frequent mitosis could predict ctDNA shedding in pulmonary adenocarcinoma.
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Carcinoma de Pulmón de Células no Pequeñas/patología , ADN Tumoral Circulante/metabolismo , Neoplasias Pulmonares/patología , Proteínas Proto-Oncogénicas p21(ras)/genética , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma de Pulmón de Células no Pequeñas/metabolismo , Carcinoma de Pulmón de Células no Pequeñas/cirugía , ADN Tumoral Circulante/sangre , Receptores ErbB/sangre , Receptores ErbB/genética , Femenino , Humanos , Neoplasias Pulmonares/metabolismo , Neoplasias Pulmonares/cirugía , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Polimorfismo de Nucleótido Simple , Proteínas Proto-Oncogénicas p21(ras)/sangreRESUMEN
BACKGROUND: Liquid biopsies of blood plasma cell free DNA can be used to monitor treatment response and potentially detect mutations that are present in resistant clones in metastatic cancer patients. CASE PRESENTATION: In our non-interventional liquid biopsy study, a male patient in his fifties diagnosed with stage IV colorectal cancer and polytope liver metastases rapidly progressed after completing chemotherapy and deceased 8 months after diagnosis. Retrospective cell free DNA testing showed that the APC/TP53/KRAS major clone responded quickly after 3 cycles of FOLFIRI + Bevacizumab. Retrospective exome sequencing of pre-chemotherapy and post-chemotherapy tissue samples including metastases confirmed that the APC/TP53/KRAS and other major clonal mutations (GPR50, SLC5A, ZIC3, SF3A1 and others) were present in all samples. After the last chemotherapy cycle, CT imaging, CEA and CA19-9 markers validated the cfDNA findings of treatment response. However, 5 weeks later, the tumour had rapidly progressed. CONCLUSION: As FOLFIRI+Bevacizumab has recently also been associated with sustained complete remission in a APC/TP53/KRAS triple-mutated patient, these driver genes should be tested and monitored in a more in-depth manner in future patients. Patients with metastatic disease should be monitored more closely during and after chemotherapy, ideally using cfDNA.
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Proteína de la Poliposis Adenomatosa del Colon/sangre , Neoplasias Colorrectales/tratamiento farmacológico , Proteínas Proto-Oncogénicas p21(ras)/sangre , Proteína p53 Supresora de Tumor/sangre , Proteína de la Poliposis Adenomatosa del Colon/genética , Adulto , Anciano , Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Bevacizumab/administración & dosificación , Bevacizumab/efectos adversos , Camptotecina/administración & dosificación , Camptotecina/efectos adversos , Camptotecina/análogos & derivados , Ácidos Nucleicos Libres de Células/sangre , ADN Tumoral Circulante/sangre , Neoplasias Colorrectales/sangre , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/patología , Femenino , Fluorouracilo/administración & dosificación , Fluorouracilo/efectos adversos , Humanos , Leucovorina/administración & dosificación , Leucovorina/efectos adversos , Biopsia Líquida , Masculino , Persona de Mediana Edad , Mutación , Metástasis de la Neoplasia , Proteínas Proto-Oncogénicas p21(ras)/genética , Inducción de Remisión , Proteína p53 Supresora de Tumor/genéticaAsunto(s)
Fosfatidilinositol 3-Quinasa Clase I/genética , Subunidades alfa de la Proteína de Unión al GTP/genética , MAP Quinasa Quinasa 1/genética , Mosaicismo , Proteínas Proto-Oncogénicas p21(ras)/genética , Ácidos Nucleicos Libres de Células/sangre , Ácidos Nucleicos Libres de Células/genética , Niño , Preescolar , Fosfatidilinositol 3-Quinasa Clase I/sangre , Femenino , Subunidades alfa de la Proteína de Unión al GTP/sangre , Predisposición Genética a la Enfermedad , Variación Genética/genética , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , MAP Quinasa Quinasa 1/sangre , Masculino , Mutación/genética , Proteínas Proto-Oncogénicas p21(ras)/sangreRESUMEN
RATIONALE: There is a considerable clinical demand to determine key mutations in genes involved with cancer which necessitates the deployment of highly specific and robust analytical methods. Multiplex liquid chromatography with selected reaction monitoring (LC/SRM) assays offer the ability to achieve quantitation down to levels expected to be present in clinical samples. Ion mobility mass spectrometry (IMS/MS) assays can provide increased peak capacity and hence separation in an extremely short time frame, and in addition provide physicochemical data regarding the collision cross-section of an analyte which can be used in conjunction with the m/z value of an ion to increase detection specificity. METHODS: For LC/SRM, unlabelled peptides and corresponding stable-isotope-labelled standards were spiked into digested human plasma and analysed using ultrahigh-performance liquid chromatography (UHPLC) coupled to a triple quadrupole mass spectrometer to enable the generation of analyte-specific calibration lines. Synthetic unlabelled peptides were infused into a Synapt G2 mass spectrometer for travelling wave ion mobility separation and TW CCSN2 values were derived from comparison with previously generated TW CCSN2 calibration values. RESULTS: Linear calibration lines (0.125 to 25 fmol/µL) were established for each of the KRAS peptides. UHPLC separated the peptides and hence enabled them to be split into different retention time functions/windows. This separation enabled detection of three or four transitions for each light and heavy peptide with at least 10 points per peak for accurate quantitation. All six KRAS G12 peptides were separated using IMS/MS, enabling precise TW CCSN2 values to be determined. Although some of the G12 peptides chromatographically co-eluted, all the peptides were distinguished by m/z, retention time and/or drift time. CONCLUSIONS: This study advocates that LC/SRM and IMS/MS could both be used to identify single amino acid substitutions in KRAS as an alternative to commonly used methods such as circulating tumour DNA analysis.
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Espectrometría de Masas/métodos , Mutación , Proteínas Proto-Oncogénicas p21(ras) , Sustitución de Aminoácidos , Cromatografía Líquida de Alta Presión , Humanos , Espectrometría de Movilidad Iónica , Fragmentos de Péptidos/análisis , Fragmentos de Péptidos/química , Fragmentos de Péptidos/metabolismo , Proteínas Proto-Oncogénicas p21(ras)/sangre , Proteínas Proto-Oncogénicas p21(ras)/químicaRESUMEN
BACKGROUND: Circulating tumour DNA (ctDNA) has emerged as a promising blood-based biomarker for monitoring disease status of patients with advanced cancers. The presence of ctDNA in the blood is a result of biological processes, namely tumour cell apoptosis and/or necrosis, and can be used to monitor different cancers by targeting cancer-specific mutation. CASE PRESENTATION: We present the case of a 67 year old Caucasian male that was initially treated with BRAF inhibitors followed by anti-CTLA4 and then anti-PD1 immunotherapy for metastatic melanoma but later developed colorectal cancer. The kinetics of ctDNA derived from each cancer type were monitored targeting BRAF V600R (melanoma) and KRAS G13D (colon cancer), specifically reflected the status of the patient's tumours. In fact, the discordant pattern of BRAF and KRAS ctDNA was significantly correlated with the clinical response of melanoma to pembrolizumab treatment and progression of colorectal cancer noted by PET and/or CT scan. Based on these results, ctDNA can be used to specifically clarify disease status of patients with metachronous cancers. CONCLUSIONS: Using cancer-specific mutational targets, we report here for the first time the efficacy of ctDNA to accurately provide a comprehensive outlook of the tumour status of two different cancers within one patient. Thus, ctDNA analysis has a potential clinical utility to delineate clinical information in patients with multiple cancer types.
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ADN Tumoral Circulante/sangre , Neoplasias Colorrectales/sangre , Melanoma/sangre , Neoplasias Primarias Secundarias/tratamiento farmacológico , Anciano , Biomarcadores de Tumor/sangre , Antígeno CTLA-4/antagonistas & inhibidores , Antígeno CTLA-4/genética , Neoplasias Colorrectales/patología , Progresión de la Enfermedad , Humanos , Masculino , Melanoma/patología , Melanoma/secundario , Mutación , Neoplasias Primarias Secundarias/sangre , Neoplasias Primarias Secundarias/genética , Neoplasias Primarias Secundarias/patología , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Receptor de Muerte Celular Programada 1/genética , Proteínas Proto-Oncogénicas B-raf/sangre , Proteínas Proto-Oncogénicas p21(ras)/sangreRESUMEN
Sensitivity of cell-free circulating tumour DNA (ctDNA) assays is often hampered by the limited quantity of intact mutant nucleotide fragments. To overcome the issue of substrate limitation in clinical applications, we developed an enrichment method utilizing pyrrole-imidazole (PI) polyamides and their ability to bind the minor groove of B-DNA. We present here a proof-of-concept experiment to enrich specific mutant KRAS alleles with biotinylated PI polyamides. We investigated the clinical feasibility of incorporating PI polyamides to detect KRAS mutations in ctDNA from 40 colorectal cancer (CRC) patients, of whom 17 carried mutations in KRAS. After enriching ctDNA with those polyamides, we used digital PCR to detect several common KRAS codon 12 mutations. Enrichment by biotinylated PI polyamides improved the sensitivity of ctDNA analysis (88.9% vs. 11.1%, P < 0.01) in 9 non-metastatic mutation-positive patients. We observed no differences in performance for the 8 metastatic subjects (100% vs. 75%, P = 0.47). In the remaining 23/40 patients with wild type KRAS codon 12, no mutant alleles were detected with or without polyamide-facilitated enrichment. Enriching B-form of ctDNA with PI polyamides significantly improved the assay sensitivity in detecting KRAS mutations in non-metastatic CRC patient samples.
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Ácidos Nucleicos Libres de Células/sangre , ADN Tumoral Circulante/sangre , Neoplasias Colorrectales/sangre , Proteínas Proto-Oncogénicas p21(ras)/sangre , Adulto , Anciano , Anciano de 80 o más Años , Alelos , Línea Celular Tumoral , Codón/efectos de los fármacos , Neoplasias Colorrectales/diagnóstico , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/genética , ADN Forma B/efectos de los fármacos , ADN Forma B/genética , Detección Precoz del Cáncer , Femenino , Humanos , Imidazoles/química , Imidazoles/farmacología , Masculino , Persona de Mediana Edad , Mutación/genética , Nylons/química , Nylons/farmacología , Proteínas Proto-Oncogénicas p21(ras)/genética , Pirroles/química , Pirroles/farmacologíaRESUMEN
Background and objectives: Human gastric adenocarcinoma (AGS) is one of the most common malignant cancers worldwide. The present study aimed to transfer oleuropein into cancer cells using synthetic paramagnetic nanoparticles and study their effect on the AGS (ATCC® CRL1739™) cell line. Materials and Methods: Paramagnetic nano-oleuropein was synthesized using four-stage co-precipitation by developing NH-connected bridges and was evaluated by EDS, SEM and FTIR methods. Different concentrations of magnetic oleuropein (0, 0.15, 0.45, 1.37, 4.12, 12.35, 37.04, 111.11, 333.33, 1000 µg/mL) were used to treat the AGS cell line in a completely randomized design using a statistical framework with three replicates. The relative expression rate of miR-200 and KRAS oncogenes was evaluated using real-time PCR. The inhibition rate of the AGS cells was assessed using the MTT test at 24, 48 and 72 h intervals. Results: The results showed that there was a significant difference between the inhibition rates of magnetic nano-oleuropein at IC50-24h (23.6 µg/mL), IC50-48h (15.2 µg/mL) and IC50-72h (9.2 µg/mL). Real-time PCR indicated that the relative expression of KRAS and miR-200 genes was highest at IC50 at these intervals. Conclusions: Magnetic nano-oleuropein can be subjected to objective testing and clinical evaluations as a natural antioxidant to prevent and treat gastric adenocarcinoma.