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1.
Sci Rep ; 11(1): 22686, 2021 11 22.
Artigo em Inglês | MEDLINE | ID: mdl-34811396

RESUMO

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.


Assuntos
Neoplasias do Colo/sangue , Neoplasias do Colo/genética , Exossomos/metabolismo , Mutação , Proteínas Proto-Oncogênicas p21(ras)/sangue , Proteínas Proto-Oncogênicas p21(ras)/genética , Neoplasias Retais/sangue , Neoplasias Retais/genética , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/genética , DNA Tumoral Circulante/genética , DNA Tumoral Circulante/isolamento & purificação , Neoplasias do Colo/diagnóstico , Neoplasias do Colo/patologia , Feminino , Seguimentos , Humanos , Estimativa de Kaplan-Meier , Biópsia Líquida/métodos , Masculino , Prognóstico , Intervalo Livre de Progressão , Estudos Prospectivos , Neoplasias Retais/diagnóstico , Neoplasias Retais/patologia , Cidade de Roma/epidemiologia
2.
Sci Rep ; 11(1): 19653, 2021 10 04.
Artigo em Inglês | MEDLINE | ID: mdl-34608196

RESUMO

Low yields of extracted cell-free DNA (cfDNA) from plasma limit continued development of liquid biopsy in cancer, especially in early-stage cancer diagnostics and cancer screening applications. We investigate a novel liquid-phase-based DNA isolation method that utilizes aqueous two-phase systems to purify and concentrate circulating cfDNA. The PHASIFY MAX and PHASIFY ENRICH kits were compared to a commonly employed solid-phase extraction method on their ability to extract cfDNA from a set of 91 frozen plasma samples from cancer patients. Droplet digital PCR (ddPCR) was used as the downstream diagnostic to detect mutant copies. Compared to the QIAamp Circulating Nucleic Acid (QCNA) kit, the PHASIFY MAX method demonstrated 60% increase in DNA yield and 171% increase in mutant copy recovery, and the PHASIFY ENRICH kit demonstrated a 35% decrease in DNA yield with a 153% increase in mutant copy recovery. A follow-up study with PHASIFY ENRICH resulted in the positive conversion of 9 out of 47 plasma samples previously determined negative with QCNA extraction (all with known positive tissue genotyping). Our results indicate that this novel extraction technique offers higher cfDNA recovery resulting in better sensitivity for detection of cfDNA mutations compared to a commonly used solid-phase extraction method.


Assuntos
Ácidos Nucleicos Livres/isolamento & purificação , DNA Tumoral Circulante/isolamento & purificação , Biópsia Líquida/métodos , Extração Líquido-Líquido/métodos , Biomarcadores Tumorais , Humanos , Neoplasias/diagnóstico , Neoplasias/genética , Sensibilidade e Especificidade
3.
JCO Precis Oncol ; 52021 07.
Artigo em Inglês | MEDLINE | ID: mdl-34632253

RESUMO

Comprehensive molecular profiling (CMP) plays an essential role in clinical decision making in metastatic non-small-cell lung cancer (mNSCLC). Circulating tumor DNA (ctDNA) analysis provides possibilities for molecular tumor profiling. In this study, we aim to explore the additional value of centralized ctDNA profiling next to current standard-of-care protocolled tissue-based molecular profiling (SoC-TMP) in the primary diagnostic setting of mNSCLC in the Netherlands. METHODS: Pretreatment plasma samples from 209 patients with confirmed mNSCLC were analyzed retrospectively using the NGS AVENIO ctDNA Targeted Kit (Roche Diagnostics, Basel, Switzerland) and compared with paired prospective pretreatment tissue-based molecular profiling from patient records. The AVENIO panel is designed to detect single-nucleotide variants, copy-number variations, insertions or deletions, and tyrosine kinase fusion in 17 genes. RESULTS: Potentially targetable drivers were detected with SoC-TMP alone in 34.4% of patients. Addition of clonal hematopoiesis of indeterminate potential-corrected, plasma-based CMP increased this to 39.7% (P < .001). Concordance between SoC-TMP and plasma-CMP was 86.6% for potentially targetable drivers. Clinical sensitivity of plasma-CMP was 75.2% for any oncogenic driver. Specificity and positive predictive value were more than 90% for all oncogenic drivers. CONCLUSION: Plasma-CMP is a reliable tool in the primary diagnostic setting, although it cannot fully replace SoC-TMP. Complementary profiling by combined SoC-TMP and plasma-CMP increased the proportion of patients who are eligible for targeted treatment.


Assuntos
Biomarcadores Tumorais/genética , Carcinoma Pulmonar de Células não Pequenas/genética , DNA Tumoral Circulante/genética , Neoplasias Pulmonares/genética , Carcinogênese/genética , Carcinoma Pulmonar de Células não Pequenas/sangue , Carcinoma Pulmonar de Células não Pequenas/diagnóstico , DNA Tumoral Circulante/sangue , DNA Tumoral Circulante/isolamento & purificação , Variações do Número de Cópias de DNA , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Neoplasias Pulmonares/sangue , Neoplasias Pulmonares/diagnóstico , Países Baixos , Estudos Prospectivos
4.
J Mol Diagn ; 23(11): 1545-1552, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34454115

RESUMO

Circulating cell-free DNA (ccfDNA) is used increasingly as a cancer biomarker for prognostication, as a correlate for tumor volume, or as input for downstream molecular analysis. Determining optimal blood processing and ccfDNA quantification are crucial for ccfDNA to serve as an accurate biomarker as it moves into the clinical realm. Whole blood was collected from 50 subjects, processed to plasma, and used immediately or frozen at -80°C. Plasma ccfDNA was extracted and concentration was assessed by real-time quantitative PCR (qPCR), fluorimetry, and droplet digital PCR (ddPCR). For the 24 plasma samples from metastatic pancreatic cancer patients, the variant allele fractions (VAF) of KRAS G12/13 pathogenic variants in circulating tumor DNA (ctDNA) were measured by ddPCR. Using a high-speed (16,000 × g) or slower-speed (4100 × g) second centrifugation step showed no difference in ccfDNA yield or ctDNA VAF. A two- versus three-spin centrifugation protocol also showed no difference in ccfDNA yield or ctDNA VAF. A higher yield was observed from fresh versus frozen plasma by qPCR and fluorimetry, whereas a higher yield was observed for frozen versus fresh plasma by ddPCR, however, no difference was observed in ctDNA VAF. Overall, our findings suggest factors to consider when implementing a ccfDNA extraction and quantification workflow in a research or clinical setting.


Assuntos
Carcinoma Ductal Pancreático/sangue , Carcinoma Ductal Pancreático/genética , DNA Tumoral Circulante/sangue , DNA Tumoral Circulante/genética , Técnicas de Diagnóstico Molecular/métodos , Neoplasias Pancreáticas/sangue , Neoplasias Pancreáticas/genética , Reação em Cadeia da Polimerase em Tempo Real/métodos , Alelos , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/genética , Coleta de Amostras Sanguíneas/métodos , Carcinoma Ductal Pancreático/patologia , Estudos de Casos e Controles , DNA Tumoral Circulante/isolamento & purificação , Estudos de Coortes , Humanos , Mutação , Metástase Neoplásica , Neoplasias Pancreáticas/patologia
5.
J Mol Diagn ; 23(9): 1174-1184, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34182124

RESUMO

Liver cancer is the fifth-most common cancer worldwide, with the third-highest rate of cancer-related mortality. Hepatocellular carcinoma (HCC) is the leading pathologic subtype, contributing 85% to 90% of cases of primary liver cancer. Most HCC patients are diagnosed at an advanced stage at which treatment is not curative. This study assessed the performance of a newly developed blood-based assay that utilizes genomic features and protein markers for the early detection of HCC. Two cancer-associated hallmarks, copy-number aberrations (CNA) and fragment size (FS), were characterized by shallow whole-genome sequencing of cell-free DNA and utilized to differentiate cancer patients from healthy subjects. As a clinically implemented biomarker of HCC, plasma α-fetoprotein (AFP) was also used with the genomic surrogates to optimize the detection of HCCs. The sensitivity of AFP ≥20.0 µg/L in detecting HCC was 57.9%. The combined genomic classifier CNA + FS via cell-free DNA shallow whole-genome sequencing identified nearly half of AFP-negative HCC patients (43.8%). By integrating CNA, FS as well as AFP (HCCseek), 75.0% sensitivity was achieved at 98.0% specificity, resulting in 92.6% accuracy, with 58.6% sensitivity in stage I HCC. The quantitative output of HCCseek was correlated with the severity of the disease (tumor size, stage, and recurrence-free survival). In summary, this study describes an efficient, noninvasive, and cost-effective method to detect HCC.


Assuntos
Carcinoma Hepatocelular/sangue , Carcinoma Hepatocelular/diagnóstico , DNA Tumoral Circulante/sangue , Detecção Precoce de Câncer/métodos , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/diagnóstico , alfa-Fetoproteínas/análise , Adulto , Idoso , Biomarcadores Tumorais/sangue , Estudos de Casos e Controles , DNA Tumoral Circulante/genética , DNA Tumoral Circulante/isolamento & purificação , Análise Custo-Benefício , Variações do Número de Cópias de DNA , Confiabilidade dos Dados , Detecção Precoce de Câncer/economia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Sensibilidade e Especificidade
6.
Scand J Clin Lab Invest ; 81(4): 276-281, 2021 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-33999736

RESUMO

Circulating tumor DNA (ctDNA), a fraction of cell-free DNA (cfDNA) in the circulatory system, is released from tumor cells and thus carries tumor-specific genetic signatures. Using blood-derived ctDNA to detect somatic mutations has shown great value in guiding cancer targeted therapy. Isolation and detection efficiencies are the key factors affecting the performance of ctDNA detection. To optimize and standardize our clinical practice, in this study, we analyzed the isolation efficiency of four commercial cfDNA purification kits: QIAamp circulating nucleic acid kit, AmoyDx® Circulating DNA kits, Microdiag® circulating DNA isolation kit, and MagMAX cell-free DNA isolation kit; and the detection efficiency of two mainstream domestic EGFR gene mutation detection kits: MicroDiag EGFR gene mutation detection kit and Fluorometric real-time PCR Detection Kit for the analysis of EGFR gene mutations. Reference materials and plasma samples collected from lung cancer patients and healthy volunteers were used for the analysis. Our results showed that QIAamp circulating nucleic acid kit and Microdiag® circulating DNA kit had the highest recovery rate (up to 21.25 ng/mL) for short DNA fragments of about 173 bp which is the peak length of ctDNA. For ctDNA detection, the MicroDiag® EGFR gene mutation detection kit showed the highest detection rate and sensitivity for detecting EGFR mutations at a mutant frequency of 0.5%. This work provides a reliable choice of commercial kits for the clinical application of ctDNA.


Assuntos
DNA Tumoral Circulante/sangue , DNA Tumoral Circulante/isolamento & purificação , Kit de Reagentes para Diagnóstico , Estudos de Casos e Controles , Ácidos Nucleicos Livres/sangue , Ácidos Nucleicos Livres/isolamento & purificação , Receptores ErbB/genética , Humanos , Neoplasias Pulmonares/genética , Mutação , Plasmídeos/genética , Reação em Cadeia da Polimerase em Tempo Real/métodos
7.
J Mol Diagn ; 23(7): 872-881, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33887462

RESUMO

The detection of tumor-specific nucleic acids from blood increasingly is being used as a method of liquid biopsy and minimal residual disease detection. However, achieving high sensitivity and high specificity remains a challenge. Here, we perform a direct comparison of two droplet digital PCR (ddPCR)-based detection methods, circulating plasma tumor RNA and circulating plasma tumor DNA (ptDNA), in blood samples from newly diagnosed Ewing sarcoma patients. First, we developed three specific ddPCR-based assays to detect EWS-FLI1 or EWS-ERG fusion transcripts, which naturally showed superior sensitivity to DNA detection on in vitro control samples. Next, we identified the patient-specific EWS-FLI1 or EWS-ERG breakpoint from five patient tumor samples and designed ddPCR-based, patient-specific ptDNA assays for each patient. These patient-specific assays show that although plasma tumor RNA can be detected in select newly diagnosed patients, positive results are low and statistically unreliable compared with ptDNA assays, which reproducibly detect robust positive results across most patients. Furthermore, the unique disease biology of Ewing sarcoma enabled us to show that most cell-free RNA is not tumor-derived, although cell-free-DNA burden is affected strongly by tumor-derived DNA burden. Here, we conclude that, even with optimized highly sensitive and specific assays, tumor DNA detection is superior to RNA detection in Ewing sarcoma patients.


Assuntos
DNA Tumoral Circulante/sangue , DNA Tumoral Circulante/genética , RNA Neoplásico/sangue , RNA Neoplásico/genética , Sarcoma de Ewing/sangue , Sarcoma de Ewing/genética , Adolescente , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/genética , Criança , DNA Tumoral Circulante/isolamento & purificação , Feminino , Humanos , Masculino , Proteínas de Fusão Oncogênica/sangue , Proteínas de Fusão Oncogênica/genética , Reação em Cadeia da Polimerase/métodos , Proteína Proto-Oncogênica c-fli-1/sangue , Proteína Proto-Oncogênica c-fli-1/genética , RNA Neoplásico/isolamento & purificação , Proteína EWS de Ligação a RNA/sangue , Proteína EWS de Ligação a RNA/genética , Reprodutibilidade dos Testes , Fatores de Transcrição/sangue , Fatores de Transcrição/genética , Translocação Genética
8.
Sci Rep ; 11(1): 5098, 2021 03 03.
Artigo em Inglês | MEDLINE | ID: mdl-33658570

RESUMO

Diffuse midline glioma (DMG) is a highly morbid pediatric brain tumor. Up to 80% of DMGs harbor mutations in histone H3-encoding genes, associated with poor prognosis. We previously showed the feasibility of detecting H3 mutations in circulating tumor DNA (ctDNA) in the liquid biome of children diagnosed with DMG. However, detection of low levels of ctDNA is highly dependent on platform sensitivity and sample type. To address this, we optimized ctDNA detection sensitivity and specificity across two commonly used digital droplet PCR (ddPCR) platforms (RainDance and BioRad), and validated methods for detecting H3F3A c.83A > T (H3.3K27M) mutations in DMG CSF, plasma, and primary tumor specimens across three different institutions. DNA was extracted from H3.3K27M mutant and H3 wildtype (H3WT) specimens, including H3.3K27M tumor tissue (n = 4), CSF (n = 6), plasma (n = 4), and human primary pediatric glioma cells (H3.3K27M, n = 2; H3WT, n = 1). ctDNA detection was enhanced via PCR pre-amplification and use of distinct custom primers and fluorescent LNA probes for c.83 A > T H3F3A mutation detection. Mutation allelic frequency (MAF) was determined and validated through parallel analysis of matched H3.3K27M tissue specimens (n = 3). We determined technical nuances between ddPCR instruments, and optimized sample preparation and sequencing protocols for H3.3K27M mutation detection and quantification. We observed 100% sensitivity and specificity for mutation detection in matched DMG tissue and CSF across assays, platforms and institutions. ctDNA is reliably and reproducibly detected in the liquid biome using ddPCR, representing a clinically feasible, reproducible, and minimally invasive approach for DMG diagnosis, molecular subtyping and therapeutic monitoring.


Assuntos
Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/genética , DNA Tumoral Circulante/genética , Glioma/diagnóstico , Glioma/genética , Taxa de Mutação , Reação em Cadeia da Polimerase/métodos , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/genética , Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/patologia , Criança , DNA Tumoral Circulante/isolamento & purificação , Estudos de Viabilidade , Glioma/sangue , Glioma/patologia , Histonas/genética , Humanos , Biópsia Líquida/normas , Prognóstico , Padrões de Referência , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
9.
PLoS One ; 16(2): e0245488, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33539436

RESUMO

BACKGROUND: Analysis of cell-free tumour DNA, a liquid biopsy, is a promising biomarker for cancer. We have performed a proof-of principle study to test the applicability in the clinical setting, analysing copy number alterations (CNAs) in plasma and tumour tissue from 44 patients with gastro-oesophageal cancer. METHODS: DNA was isolated from blood plasma and a tissue sample from each patient. Array-CGH was applied to the tissue DNA. The cell-free plasma DNA was sequenced by low-coverage whole-genome sequencing using a clinical pipeline for non-invasive prenatal testing. WISECONDOR and ichorCNA, two bioinformatic tools, were used to process the output data and were compared to each other. RESULTS: Cancer-associated CNAs could be seen in 59% (26/44) of the tissue biopsies. In the plasma samples, a targeted approach analysing 61 regions of special interest in gastro-oesophageal cancer detected cancer-associated CNAs with a z-score >5 in 11 patients. Broadening the analysis to a whole-genome view, 17/44 patients (39%) had cancer-associated CNAs using WISECONDOR and 13 (30%) using ichorCNA. Of the 26 patients with tissue-verified cancer-associated CNAs, 14 (54%) had corresponding CNAs in plasma. Potentially clinically actionable amplifications overlapping the genes VEGFA, EGFR and FGFR2 were detected in the plasma from three patients. CONCLUSIONS: We conclude that low-coverage whole-genome sequencing without prior knowledge of the tumour alterations could become a useful tool for cell-free tumour DNA analysis of total CNAs in plasma from patients with gastro-oesophageal cancer.


Assuntos
Adenocarcinoma/sangue , Adenocarcinoma/genética , DNA Tumoral Circulante/genética , Variações do Número de Cópias de DNA , Neoplasias Esofágicas/sangue , Neoplasias Esofágicas/genética , Neoplasias Gástricas/sangue , Neoplasias Gástricas/genética , Adenocarcinoma/epidemiologia , Adenocarcinoma/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/isolamento & purificação , DNA Tumoral Circulante/isolamento & purificação , Neoplasias Esofágicas/epidemiologia , Neoplasias Esofágicas/patologia , Feminino , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Biópsia Líquida , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Neoplasias Gástricas/epidemiologia , Neoplasias Gástricas/patologia , Suécia/epidemiologia , Sequenciamento Completo do Genoma
10.
Trends Mol Med ; 27(5): 482-500, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33500194

RESUMO

Liquid biopsies, in particular, analysis of cell-free DNA (cfDNA), have emerged as a promising noninvasive diagnostic approach in oncology. Abnormal distribution of DNA methylation is one of the hallmarks of many cancers and methylation changes occur early during carcinogenesis. Systemic analysis of cfDNA methylation profiles is being developed for cancer early detection, monitoring for minimal residual disease (MRD), predicting treatment response and prognosis, and tracing the tissue origin. This review highlights the advantages and disadvantages of ctDNA profiling for noninvasive diagnosis of early-stage cancers and explores recent advances in the clinical application of ctDNA methylation assays. We also summarize the technologies for ctDNA methylation analysis and provide a brief overview of the bioinformatic approaches for analyzing DNA methylation sequencing data.


Assuntos
Biomarcadores Tumorais , DNA Tumoral Circulante , Metilação de DNA , Biópsia Líquida , Neoplasias , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/genética , Ácidos Nucleicos Livres/genética , DNA Tumoral Circulante/genética , DNA Tumoral Circulante/isolamento & purificação , Biologia Computacional/métodos , Impressões Digitais de DNA/métodos , Detecção Precoce de Câncer , Humanos , Neoplasias/diagnóstico , Neoplasias/genética , Prognóstico
11.
Methods Mol Biol ; 2226: 39-45, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33326092

RESUMO

Liquid biopsies enable noninvasive therapy monitoring in patients with solid tumors. Specific serum markers such as proteins, hormones, or enzymes released from tumor cells or in response to tumor growth can be used for quantification of the tumor burden. However, only a fraction of pediatric tumors has none of these serum markers, but tumor-specific genetic alterations represent reliable alternatives. Here we describe a method for using genomic fusion sequences as liquid biopsy markers in Ewing sarcoma patients.


Assuntos
Neoplasias Ósseas/diagnóstico , Biópsia Líquida , Sarcoma de Ewing/diagnóstico , Biomarcadores Tumorais , DNA Tumoral Circulante/isolamento & purificação , Humanos , Biópsia Líquida/métodos , Reação em Cadeia da Polimerase
12.
Sci Rep ; 10(1): 21674, 2020 12 10.
Artigo em Inglês | MEDLINE | ID: mdl-33303880

RESUMO

Cell-free DNA is present in different biological fluids and when released by tumor cells may contribute to pro-tumor events such as malignant transformation of cells adjacent to the tumor and metastasis. Thus, this study analyzed the effect of tumor cell-free DNA, isolated from the blood of prostate cancer patients, on non-tumor prostate cell lines (RWPE-1 and PNT-2). To achieve this, we performed cell-free DNA quantification and characterization assays, evaluation of gene and miRNA expression profiling focused on cancer progression and EMT, and metabolomics by mass spectrometry and cellular migration. The results showed that tumor-free cell DNA was able to alter the gene expression of MMP9 and CD44, alter the expression profile of nine miRNAs, and increased the tryptophan consumption and cell migration rates in non-tumor cells. Therefore, tumor cell-free DNA was capable of altering the receptor cell phenotype, triggering events related to malignant transformation in these cells, and can thus be considered a potential target for cancer diagnosis and therapy.


Assuntos
Transformação Celular Neoplásica/genética , DNA Tumoral Circulante/efeitos adversos , Neoplasias da Próstata/genética , Neoplasias da Próstata/patologia , Linhagem Celular Tumoral , Movimento Celular/genética , DNA Tumoral Circulante/análise , DNA Tumoral Circulante/isolamento & purificação , Progressão da Doença , Expressão Gênica , Regulação Neoplásica da Expressão Gênica/genética , Humanos , Receptores de Hialuronatos/genética , Receptores de Hialuronatos/metabolismo , Masculino , Metaloproteinase 9 da Matriz/genética , Metaloproteinase 9 da Matriz/metabolismo , MicroRNAs/genética , MicroRNAs/metabolismo , Neoplasias da Próstata/metabolismo , Triptofano/metabolismo
13.
BMC Cancer ; 20(1): 820, 2020 Aug 28.
Artigo em Inglês | MEDLINE | ID: mdl-32859160

RESUMO

BACKGROUND: Cell-free DNA's (cfDNA) use as a biomarker in cancer is challenging due to genetic heterogeneity of malignancies and rarity of tumor-derived molecules. Here we describe and demonstrate a novel machine-learning guided panel design strategy for improving the detection of tumor variants in cfDNA. Using this approach, we first generated a model to classify and score candidate variants for inclusion on a prostate cancer targeted sequencing panel. We then used this panel to screen tumor variants from prostate cancer patients with localized disease in both in silico and hybrid capture settings. METHODS: Whole Genome Sequence (WGS) data from 550 prostate tumors was analyzed to build a targeted sequencing panel of single point and small (< 200 bp) indel mutations, which was subsequently screened in silico against prostate tumor sequences from 5 patients to assess performance against commonly used alternative panel designs. The panel's ability to detect tumor-derived cfDNA variants was then assessed using prospectively collected cfDNA and tumor foci from a test set 18 prostate cancer patients with localized disease undergoing radical proctectomy. RESULTS: The panel generated from this approach identified as top candidates mutations in known driver genes (e.g. HRAS) and prostate cancer related transcription factor binding sites (e.g. MYC, AR). It outperformed two commonly used designs in detecting somatic mutations found in the cfDNA of 5 prostate cancer patients when analyzed in an in silico setting. Additionally, hybrid capture and 2500X sequencing of cfDNA molecules using the panel resulted in detection of tumor variants in all 18 patients of a test set, where 15 of the 18 patients had detected variants found in multiple foci. CONCLUSION: Machine learning-prioritized targeted sequencing panels may prove useful for broad and sensitive variant detection in the cfDNA of heterogeneous diseases. This strategy has implications for disease detection and monitoring when applied to the cfDNA isolated from prostate cancer patients.


Assuntos
Sequência de Bases/genética , DNA Tumoral Circulante/genética , Genoma Humano , Aprendizado de Máquina , Neoplasias da Próstata/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/isolamento & purificação , DNA Tumoral Circulante/isolamento & purificação , Estudos de Coortes , Humanos , Masculino , Pessoa de Meia-Idade , Mutação , Análise de Sequência de DNA/métodos , Sequenciamento Completo do Genoma/métodos
14.
Clin Breast Cancer ; 20(6): e711-e722, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32792225

RESUMO

Breast malignancies are the leading type of cancer among women. Its prevention and early detection, particularly in young women, remains challenging. To this end, cell-free DNA (cfDNA) detected in body fluids demonstrates great potential for early detection of tissue transformation and altered molecular setup, such as epigenetic profiles. Aberrantly methylated cfDNA in body fluids could therefore serve as a potential diagnostic and prognostic tool in breast cancer management. Abnormal methylation may lead to both an activation of oncogenes via hypomethylation and an inactivation of tumor suppressor genes by hypermethylation. We update the state of the art in the area of aberrant cfDNA methylation analyses as a diagnostic and prognostic tool in breast cancer, report on the main technological challenges, and provide an outlook for advancing the overall management of breast malignancies based on cfDNA as a target for diagnosis and tailored therapies.


Assuntos
Biomarcadores Tumorais/sangue , Neoplasias da Mama/diagnóstico , DNA Tumoral Circulante/sangue , Metilação de DNA , Detecção Precoce de Câncer/métodos , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/isolamento & purificação , Neoplasias da Mama/sangue , Neoplasias da Mama/genética , DNA Tumoral Circulante/genética , DNA Tumoral Circulante/isolamento & purificação , Ilhas de CpG/genética , Epigênese Genética , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Biópsia Líquida , Literatura de Revisão como Assunto
15.
Mol Biol Rep ; 47(9): 7229-7251, 2020 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-32789576

RESUMO

Lung cancer (LC) is among the leading causes of death all over the world and it is often diagnosed at advanced or metastatic stages. Exosomes, derived from circulating vesicles that are released from the multivesicular body, can be utilized for diagnosis and also the prognosis of LC at early stages. Exosomal proteins, RNAs, and DNAs can help to better discern the prognostic and diagnostic features of LC. To our knowledge, there are various reviews on LC and the contribution of exosomes, but none of them are about the exome techniques and also their efficiency in LC. To fill this gap, in this review, we summarize the recent investigations regarding isolation and also the characterization of exosomes of LC cells. Furthermore, we discuss the noncoding RNAs as biomarkers and their applications in the diagnosis and prognosis of LC. Finally, we compare the efficacy of exosome isolation methods to better fi + 6 + guring out feasible techniques.


Assuntos
Biomarcadores Tumorais , Ácidos Nucleicos Livres , DNA Tumoral Circulante , Exossomos/metabolismo , Neoplasias Pulmonares/sangue , Neoplasias Pulmonares/diagnóstico , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/isolamento & purificação , Ácidos Nucleicos Livres/sangue , Ácidos Nucleicos Livres/isolamento & purificação , DNA Tumoral Circulante/sangue , DNA Tumoral Circulante/isolamento & purificação , Exossomos/patologia , Humanos , Neoplasias Pulmonares/patologia
16.
Lab Invest ; 100(11): 1475-1484, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32616816

RESUMO

Liquid biopsy, the analysis of circulating tumor DNA (ctDNA), is a promising tool in oncology, especially in personalized medicine. Although its main applications currently focus on selection and adjustment of therapy, ctDNA may also be used to monitor residual disease, establish prognosis, detect relapses, and possibly screen at-risk individuals. CtDNA represents a small and variable proportion of circulating cell-free DNA (ccfDNA) which is itself present at a low concentration in normal individuals and so analyzing ctDNA is technically challenging. Various commercial systems have recently appeared on the market, but it remains difficult for practitioners to compare their performance and to determine whether they yield comparable results. As a first step toward establishing national guidelines for ctDNA analyses, four laboratories in Switzerland joined a comparative exercise to assess ccfDNA extraction and ctDNA analysis by sequencing. Extraction was performed using six distinct methods and yielded ccfDNA of equally high quality, suitable for sequencing. Sequencing of synthetic samples containing predefined amounts of eight mutations was performed on three different systems, with similar results. In all four laboratories, mutations were easily identified down to 1% allele frequency, whereas detection at 0.1% proved challenging. Linearity was excellent in all cases and while molecular yield was superior with one system this did not impact on sensitivity. This study also led to several additional conclusions: First, national guidelines should concentrate on principles of good laboratory practice rather than recommend a particular system. Second, it is essential that laboratories thoroughly validate every aspect of extraction and sequencing, in particular with respect to initial amount of DNA and average sequencing depth. Finally, as software proved critical for mutation detection, laboratories should validate the performance of variant callers and underlying algorithms with respect to various types of mutations.


Assuntos
DNA Tumoral Circulante/isolamento & purificação , Análise Mutacional de DNA , Biópsia Líquida/estatística & dados numéricos , Humanos , Laboratórios/estatística & dados numéricos
17.
J Appl Lab Med ; 5(4): 788-797, 2020 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-32603443

RESUMO

BACKGROUND: Cell-free DNA (cfDNA) analysis using peripheral blood represents an exciting, minimally invasive technology for cancer diagnosis and monitoring. The reliability of testing is dependent on the accuracy and sensitivity of specific molecular analyses to detect tumor-associated genomic variants and on the quantity and quality of cfDNA available for testing. Specific guidelines for standardization and design of appropriate quality programs focused specifically on cfDNA isolation are lacking, as are standardized quality control reagents. CONTENT: This report describes and illustrates quality control and quality assurance processes, supported by generation of in-house quality control material, to ensure the reliability of the preanalytical phase of cfDNA analysis. SUMMARY: We have developed a robust quality program to support high-volume automated cfDNA extraction from peripheral blood by implementing processes and procedures designed to monitor the adequacy of specimen collection, specimen stability, efficiency of cfDNA extraction, and cfDNA quality.


Assuntos
Coleta de Amostras Sanguíneas/normas , DNA Tumoral Circulante/isolamento & purificação , Serviços de Laboratório Clínico/normas , Guias como Assunto , Neoplasias/diagnóstico , DNA Tumoral Circulante/genética , Serviços de Laboratório Clínico/organização & administração , Análise Mutacional de DNA , Humanos , Mutação , Neoplasias/sangue , Neoplasias/genética , Controle de Qualidade , Melhoria de Qualidade , Reprodutibilidade dos Testes
18.
J Mol Diagn ; 22(7): 934-942, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32407801

RESUMO

Sputum is a common cytologic sample type, but its potential use in EGFR mutation detection in patients with lung cancer is not fully evaluated. This study established an improved sputum cell-free DNA (cfDNA) extraction method study and applied a super-amplification refractory mutation system to detect the EGFR mutation status in sputum cfDNA. The sputum sediments were used for cytology evaluation. The study included 102 lung adenocarcinoma patients; 65 patients (63.7%) were positive for EGFR mutations in tumor samples. EGFR mutation status was positive in 30 patients (29.4%) by sputum cfDNA testing, achieving an overall sensitivity and specificity of 46.2% and 100%, respectively. Comparison of EGFR mutation status in tumor samples revealed that the sensitivity of testing sputum cfDNA in 40 patients with stage I to IIIA versus 62 patients with stage IIIB to IV was 24% (6/25) versus 65.0% (26/40). Through cytology evaluation, the sputum specimens from 62 advanced patients were classified into three categories: 10 were unsatisfactory; 34 were satisfactory but had no malignant cells; and 18 had malignant cells. The sensitivities of these three categories were 0% (0/8), 71.4% (15/21), and 100% (11/11), respectively. These findings revealed that with the improved cfDNA extraction method and sputum cytology evaluation, sputum cfDNA is a valuable surrogate sample type for detecting clinical EGFR mutations in advanced lung adenocarcinoma patients.


Assuntos
Adenocarcinoma de Pulmão/genética , DNA Tumoral Circulante/genética , DNA Tumoral Circulante/isolamento & purificação , Neoplasias Pulmonares/genética , Mutação , Escarro/química , Adenocarcinoma de Pulmão/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Citodiagnóstico/métodos , Análise Mutacional de DNA/métodos , Receptores ErbB/genética , Feminino , Humanos , Neoplasias Pulmonares/patologia , Masculino , Pessoa de Meia-Idade , Reação em Cadeia da Polimerase/métodos , Sensibilidade e Especificidade
19.
Clin Lab ; 66(5)2020 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-32390404

RESUMO

BACKGROUND: Next Generation Sequencing is one of the latest advances in molecular testing and clinical laboratory applications. Next Generation Sequencing techniques involving liquid biopsies are emerging as important tools in cancer diagnostics and prognostics. Thus, integration of liquid biopsy studies into clinical laboratory applications has become a necessity. By virtue of liquid biopsies, determining potential treatment targets through metastasis and primary tumor sites in the right clinical context can result in a more comprehensive treatment. This also helps to overcome re-sampling difficulties which require an invasive procedure with the problem of tumor heterogeneity. As the literature involving liquid biopsies and next generation sequencing increases, the rate of laboratories with competencies and experience in this novel technology remains limited. METHODS: Next generation sequencing was performed via a comprehensive multi-gene cancer panel (Actionable In-sight Solid Tumor Panel, Qiagen) consisting of 12 solid tumor related genes (EGFR, ALK, KRAS, PIK3CA, NRAS, PDGFRA, KIT, ERBB2, ERBB3, ESR1, BRAF and RAF1) from lung cancer patients who applied or were referred to CU AGENTEM (Cukurova University Adana Genetic Diseases Diagnosis and Treatment Center) for routine genetic testing. RESULTS: A modified next generation sequencing workflow was performed with a multi-gene solid tumor panel using liquid biopsies in comparison with formalin fixed paraffin embedded samples to integrate this technique into the routine clinical laboratory applications and bioinformatics. In this study, next generation sequencing of liquid biopsies in cancer patients was integrated into cancer diagnostics. CONCLUSIONS: Liquid biopsy studies provide numerous advantages when integrated with next generation sequencing through a well-optimized workflow.


Assuntos
Sequenciamento de Nucleotídeos em Larga Escala/métodos , Biópsia Líquida/métodos , Técnicas de Diagnóstico Molecular/métodos , Neoplasias/diagnóstico , Neoplasias/patologia , Adolescente , Adulto , Idoso , DNA Tumoral Circulante/análise , DNA Tumoral Circulante/genética , DNA Tumoral Circulante/isolamento & purificação , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Análise de Sequência de DNA , Adulto Jovem
20.
J Mol Diagn ; 22(7): 943-956, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32376474

RESUMO

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.


Assuntos
DNA Tumoral Circulante/sangue , DNA Tumoral Circulante/genética , GTP Fosfo-Hidrolases/sangue , GTP Fosfo-Hidrolases/genética , Proteínas de Membrana/sangue , Proteínas de Membrana/genética , Mutação , Neoplasias Pancreáticas/sangue , Neoplasias Pancreáticas/genética , Reação em Cadeia da Polimerase/métodos , Proteínas Proto-Oncogênicas p21(ras)/sangue , Proteínas Proto-Oncogênicas p21(ras)/genética , Adulto , Alelos , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/genética , Estudos de Casos e Controles , DNA Tumoral Circulante/isolamento & purificação , Estudos de Coortes , Análise Mutacional de DNA/métodos , Confiabilidade dos Dados , Feminino , Humanos , Limite de Detecção , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Sensibilidade e Especificidade , Adulto Jovem
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