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1.
Genome Biol ; 25(1): 157, 2024 06 14.
Article in English | MEDLINE | ID: mdl-38877540

ABSTRACT

Methylation-based liquid biopsies show promises in detecting cancer using circulating cell-free DNA; however, current limitations impede clinical application. Most assays necessitate substantial DNA inputs, posing challenges. Additionally, underrepresented tumor DNA fragments may go undetected during exponential amplification steps of traditional sequencing methods. Here, we report linear amplification-based bisulfite sequencing (LABS), enabling linear amplification of bisulfite-treated DNA fragments in a genome-wide, unbiased fashion, detecting cancer abnormalities with sub-nanogram inputs. Applying LABS to 100 patient samples revealed cancer-specific patterns, copy number alterations, and enhanced cancer detection accuracy by identifying tissue-of-origin and immune cell composition.


Subject(s)
DNA Methylation , Neoplasms , Sequence Analysis, DNA , Sulfites , Humans , Neoplasms/genetics , Sequence Analysis, DNA/methods , Cell-Free Nucleic Acids , Nucleic Acid Amplification Techniques/methods , DNA Copy Number Variations , DNA, Neoplasm/genetics , Circulating Tumor DNA/genetics
2.
Technol Cancer Res Treat ; 23: 15330338241252706, 2024.
Article in English | MEDLINE | ID: mdl-38766867

ABSTRACT

Objectives: In this study, stool samples were evaluated for tumor mutation analysis via a targeted next generation sequencing (NGS) approach in a small patient cohort suffering from localized rectal cancer. Introduction: Colorectal cancer (CRC) causes the second highest cancer-related death rate worldwide. Thus, improvements in disease assessment and monitoring that may facilitate treatment allocation and allow organ-sparing "watch-and-wait" treatment strategies are highly relevant for a significant number of CRC patients. Methods: Stool-based results were compared with mutation profiles derived from liquid biopsies and the gold standard procedure of tumor biopsy from the same patients. A workflow was established that enables the detection of de-novo tumor mutations in stool samples of CRC patients via ultra-sensitive cell-free tumor DNA target enrichment. Results: Notably, only a 19% overall concordance was found in mutational profiles across the compared sample specimens of stool, tumor, and liquid biopsies. Conclusion: Based on these results, the analysis of stool and liquid biopsy samples can provide important additional information on tumor heterogeneity and potentially on the assessment of minimal residual disease and clonal tumor evolution.


Subject(s)
Biomarkers, Tumor , Feces , High-Throughput Nucleotide Sequencing , Mutation , Rectal Neoplasms , Humans , Feces/chemistry , Rectal Neoplasms/genetics , Rectal Neoplasms/pathology , Rectal Neoplasms/blood , Biomarkers, Tumor/genetics , Liquid Biopsy/methods , Female , Male , Circulating Tumor DNA/genetics , Circulating Tumor DNA/blood , Middle Aged , Aged , DNA Mutational Analysis , Genetic Heterogeneity , DNA, Neoplasm/blood , DNA, Neoplasm/genetics
3.
Int J Mol Sci ; 25(10)2024 May 13.
Article in English | MEDLINE | ID: mdl-38791341

ABSTRACT

It is widely postulated that the majority of pathologically elevated extracellular or cell-free DNA (cfDNA) in cancer originates from tumor cells; however, evidence has emerged regarding the significant contributions of other cells from the tumor microenvironment. Here, the effect of cfDNA originating from murine B16 melanoma cells and L929 fibroblasts on B16 cells was investigated. It was found that cfDNAL929 increased the viability and migration properties of B16 cells in vitro and their invasiveness in vivo. In contrast, cfDNAB16 exhibited a negative effect on B16 cells, reducing their viability and migration in vitro, which in vivo led to decreased tumor size and metastasis number. It was shown that cell treatment with both cfDNAs resulted in an increase in the expression of genes encoding DNases and the oncogenes Braf, Kras, and Myc. cfDNAL929-treated cells were shown to experience oxidative stress. Gene expression changes in the case of cfDNAB16 treatment are well correlated with the observed decrease in proliferation and migration of B16 cells. The obtained data may indicate the possible involvement of fibroblast DNA in the tumor microenvironment in tumor progression and, potentially, in the formation of new tumor foci due to the transformation of normal cells.


Subject(s)
Cell Movement , Cell-Free Nucleic Acids , Fibroblasts , Melanoma, Experimental , Tumor Microenvironment , Animals , Mice , Fibroblasts/metabolism , Melanoma, Experimental/pathology , Melanoma, Experimental/metabolism , Melanoma, Experimental/genetics , Tumor Microenvironment/genetics , Cell-Free Nucleic Acids/genetics , Cell Line, Tumor , Cell Proliferation , Disease Progression , Gene Expression Regulation, Neoplastic , DNA, Neoplasm/metabolism , DNA, Neoplasm/genetics , Cell Survival/drug effects , Oxidative Stress
4.
BMC Bioinformatics ; 25(1): 180, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38720249

ABSTRACT

BACKGROUND: High-throughput sequencing (HTS) has become the gold standard approach for variant analysis in cancer research. However, somatic variants may occur at low fractions due to contamination from normal cells or tumor heterogeneity; this poses a significant challenge for standard HTS analysis pipelines. The problem is exacerbated in scenarios with minimal tumor DNA, such as circulating tumor DNA in plasma. Assessing sensitivity and detection of HTS approaches in such cases is paramount, but time-consuming and expensive: specialized experimental protocols and a sufficient quantity of samples are required for processing and analysis. To overcome these limitations, we propose a new computational approach specifically designed for the generation of artificial datasets suitable for this task, simulating ultra-deep targeted sequencing data with low-fraction variants and demonstrating their effectiveness in benchmarking low-fraction variant calling. RESULTS: Our approach enables the generation of artificial raw reads that mimic real data without relying on pre-existing data by using NEAT, a fine-grained read simulator that generates artificial datasets using models learned from multiple different datasets. Then, it incorporates low-fraction variants to simulate somatic mutations in samples with minimal tumor DNA content. To prove the suitability of the created artificial datasets for low-fraction variant calling benchmarking, we used them as ground truth to evaluate the performance of widely-used variant calling algorithms: they allowed us to define tuned parameter values of major variant callers, considerably improving their detection of very low-fraction variants. CONCLUSIONS: Our findings highlight both the pivotal role of our approach in creating adequate artificial datasets with low tumor fraction, facilitating rapid prototyping and benchmarking of algorithms for such dataset type, as well as the important need of advancing low-fraction variant calling techniques.


Subject(s)
Benchmarking , High-Throughput Nucleotide Sequencing , Neoplasms , High-Throughput Nucleotide Sequencing/methods , Humans , Neoplasms/genetics , Mutation , Algorithms , DNA, Neoplasm/genetics , Sequence Analysis, DNA/methods , Computational Biology/methods
5.
Oncogene ; 43(24): 1877-1882, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38654110

ABSTRACT

Detection of peritoneal dissemination (PD) in gastric cancer (GC) patients remains challenging. The feasibility of tumor-guided cell-free DNA (cfDNA) detection in prospectively collected peritoneal fluid (ascites and peritoneal lavage) was investigated and compared to conventional cytology in 28 patients. Besides conventional cytology, next generation sequencing was performed on primary tumor DNA and cell-free DNA from peritoneal fluid. Patients were retrospectively grouped into: a positive group (with PD) and a negative group (without PD). Detectable mutations were found in the primary tumor of 68% (n = 19). Sensitivity of PD detection by tumor-guided cfDNA analysis was 91%, compared to 64% by conventional cytology. Within the positive group (n = 11), tumor-guided cfDNA was detected in all patients with ascites samples (4/4, 100%) and in 86% (6/7) of the lavage samples, opposed to 4/4 (100%) patients with ascites and 43% (3/7) with lavage by conventional cytology. Within the negative group (n = 8), conventional cytology was negative for all samples. In two patients, tumor-guided cfDNA was detected in peritoneal lavage fluid. Interestingly, these 2 patients developed PD within 6 months, suggesting a prognostic value of tumor-guided cfDNA detection. This study showed that tumor-guided cfDNA detection in peritoneal fluids of GC patients is feasible and superior to conventional cytology in detecting PD.


Subject(s)
Ascitic Fluid , Cell-Free Nucleic Acids , Peritoneal Neoplasms , Stomach Neoplasms , Humans , Stomach Neoplasms/genetics , Stomach Neoplasms/pathology , Stomach Neoplasms/diagnosis , Peritoneal Neoplasms/secondary , Peritoneal Neoplasms/genetics , Peritoneal Neoplasms/diagnosis , Female , Ascitic Fluid/pathology , Ascitic Fluid/metabolism , Male , Middle Aged , Aged , Cell-Free Nucleic Acids/genetics , Retrospective Studies , Circulating Tumor DNA/genetics , Adult , High-Throughput Nucleotide Sequencing/methods , Biomarkers, Tumor/genetics , Ascites/genetics , Ascites/pathology , Ascites/diagnosis , Mutation , Aged, 80 and over , Peritoneal Lavage , DNA, Neoplasm/genetics , DNA, Neoplasm/analysis
6.
Biomed Pharmacother ; 174: 116588, 2024 May.
Article in English | MEDLINE | ID: mdl-38613997

ABSTRACT

Extrachromosomal DNA (ecDNA) is a self-replicating circular DNA originating from the chromosomal genome and exists outside the chromosome. It contains specific gene sequences and non-coding regions that regulate transcription. Recent studies have demonstrated that ecDNA is present in various malignant tumors. Malignant tumor development and poor prognosis may depend on ecDNA's distinctive ring structure, which assists in amplifying oncogenes. During cell division, an uneven distribution of ecDNA significantly enhances tumor cells' heterogeneity, allowing tumor cells to adapt to changes in the tumor microenvironment and making them more resistant to treatments. The application of ecDNA as a cancer biomarker and therapeutic target holds great potential. This article examines the latest advancements in this area and discusses the potential clinical applications of ecDNA.


Subject(s)
DNA, Circular , Neoplasms , Humans , Neoplasms/genetics , DNA, Circular/genetics , Animals , DNA, Neoplasm/genetics , Biomarkers, Tumor/genetics , Tumor Microenvironment/genetics
7.
Clin Chem ; 70(6): 830-840, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38581343

ABSTRACT

BACKGROUND: Microsatellite instability (MSI) indicates DNA mismatch repair deficiency in certain types of cancer, such as colorectal cancer. The current gold standard technique, PCR-capillary electrophoresis (CE), requires matching normal samples and specialized instrumentation. We developed VarTrace, a rapid and low-cost quantitative PCR (qPCR) assay, to evaluate MSI using solely the tumor sample DNA, obviating the requirement for matching normal samples. METHODS: One hundred and one formalin-fixed paraffin-embedded (FFPE) tumor samples were tested using VarTrace and compared with the Promega OncoMate assay utilizing PCR-CE. Tumor percentage limit of detection was evaluated on contrived samples derived from clinical high MSI (MSI-H) samples. Analytical sensitivity, specificity, limit of detection, and input requirements were assessed using synthetic commercial reference standards. RESULTS: VarTrace successfully analyzed all 101 clinical FFPE samples, demonstrating 100% sensitivity and 98% specificity compared to OncoMate. It detected MSI-H with 97% accuracy down to 10% tumor. Analytical studies using synthetic samples showed a limit of detection of 5% variant allele frequency and a limit of input of 0.5 ng. CONCLUSIONS: This study validates VarTrace as a swift, accurate, and economical assay for MSI detection in samples with low tumor percentages without the need for matching normal DNA. VarTrace's capacity for highly sensitive MSI analysis holds potential for enhancing the efficiency of clinical work flows and broadening the availability of this test.


Subject(s)
Microsatellite Instability , Humans , Paraffin Embedding , Neoplasms/genetics , Neoplasms/diagnosis , Multiplex Polymerase Chain Reaction/methods , Colorectal Neoplasms/genetics , Colorectal Neoplasms/diagnosis , Sensitivity and Specificity , Electrophoresis, Capillary/methods , Formaldehyde , DNA, Neoplasm/genetics , Limit of Detection , Polymerase Chain Reaction/methods
8.
Indian J Ophthalmol ; 72(7): 1012-1016, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38454873

ABSTRACT

PURPOSE: Retinoblastoma (RB) is the most common intraocular tumor in pediatric age group. The role of genetics has been explored in predicting survival prognosis, but its role in predicting globe salvage remains largely unexplored. We hereby aim to isolate cell-free DNA (cfDNA) from aqueous humor (AH) in RB eyes and validate its use for genetic studies. METHODS: AH was obtained from 26 eyes undergoing enucleation (arm A) or intravitreal chemotherapy (arm B). Isolation of cfDNA was done using QIAamp ® Circulating Nucleic Acid kit, and the cfDNA was utilized for targeted sequencing of RB1 gene. RESULTS: We could isolate cfDNA in all eyes (72% unilateral and 28% bilateral) with a distribution peak between 140 and 160 bp and a mean concentration of 27.75 ng/µl for arm A and 14 ng/µl for arm B. Targeted sequencing done on four samples showed RB1 gene mutations, namely, inframe deletion (c. 78-80del, p.Pro29del), start-loss mutation (c.1A>T, p.Met1?), nonsense mutations (c.2236G>T, p.Glu746Ter), (c.1659T>A, p.Cys553Ter), and (c.2065C>T, p.Gln689Ter), and novel missense mutations (c.672C>A, p.Asp224Glu) and c.692C>T (p.Pro231Leu). Genetic profile of cfDNA extracted from AH and genomic DNA from the tumor tissue was comparable. CONCLUSION: Our study supports the previous reports that AH may be used as a source of tumor-derived cfDNA. This is the first report from South Asia on isolation and genetic analysis of cfDNA from AH of RB eyes and, therefore, a big step forward in paving the role of tumor genetics in RB. Further studies are required to elucidate concordance between the tumor and AH genetic profile.


Subject(s)
Aqueous Humor , Retinal Neoplasms , Retinoblastoma , Humans , Retinoblastoma/genetics , Retinoblastoma/diagnosis , Retinal Neoplasms/genetics , Retinal Neoplasms/diagnosis , Aqueous Humor/metabolism , Male , Female , Child, Preschool , Infant , DNA, Neoplasm/genetics , DNA, Neoplasm/analysis , Mutation , Eye Enucleation , Child , Biomarkers, Tumor/genetics , India/epidemiology , Retinoblastoma Binding Proteins/genetics , Asia, Southern , Ubiquitin-Protein Ligases
10.
Curr Treat Options Oncol ; 25(4): 510-522, 2024 04.
Article in English | MEDLINE | ID: mdl-38472567

ABSTRACT

OPINION STATEMENT: Circulating tumor DNA (ctDNA) refers to small fragments of DNA released into the bloodstream by cancer cells. It is obtained through "liquid biopsy;" which most commonly refers to plasma or blood samples, but can be obtained from a number of bodily fluids including ascitic fluid, saliva, and even urine and stool. ctDNA is detected via polymerase chain reaction (PCR) or next-generation sequencing (NGS). The DNA from these samples is analyzed for the detection of point mutations, copy-number alterations, gene fusion, and DNA methylation. These results have the potential for use in cancer diagnosis, determining prognosis, targeting gene-specific therapies, and monitoring for/predicting disease recurrence and response to treatment. ctDNA offers an alternative to tissue biopsy; it is less invasive and can be monitored serially over time without multiple procedures. Moreover it may have the ability to detect disease recurrence or predict behavior in a way that solid tissue biopsies, tumor marker surveillance, and imaging cannot. Recent explosion in interest in ctDNA shows promising developments for widespread adoption of these techniques in cancer care. However, the use of ctDNA in diagnosis and treatment of gynecologic malignancies is currently limited, compared to adoption in other solid-organ tumors such as breast and colorectal cancers. Compared to other cancer types, there appear to be fewer comprehensive studies and clinical validations specifically focusing on the use of ctDNA in gynecologic cancers. More research is needed in this area to advance the potential for use of ctDNA in ovarian, endometrial, and cervical cancers before this can be routinely adopted to improve care for patients with gynecologic malignancies.


Subject(s)
Circulating Tumor DNA , Genital Neoplasms, Female , Humans , Female , Circulating Tumor DNA/genetics , Genital Neoplasms, Female/diagnosis , Genital Neoplasms, Female/genetics , Genital Neoplasms, Female/therapy , Neoplasm Recurrence, Local/genetics , DNA, Neoplasm/genetics , Liquid Biopsy/methods , Biomarkers, Tumor/genetics , High-Throughput Nucleotide Sequencing/methods , Mutation
11.
Tumour Biol ; 46(s1): S1-S7, 2024.
Article in English | MEDLINE | ID: mdl-38517827

ABSTRACT

Blood-based diagnostics for lung cancer support the diagnosis, estimation of prognosis, prediction, and monitoring of therapy response in lung cancer patients. The clinical utility of serum tumor markers has considerably increased due to developments in serum protein tumor markers analytics and clinical biomarker studies, the exploration of preanalytical and influencing conditions, the interpretation of biomarker combinations and individual biomarker kinetics, as well as the implementation of biostatistical models. In addition, circulating tumor DNA (ctDNA) and other liquid biopsy markers are playing an increasingly prominent role in the molecular tumor characterization and the monitoring of tumor evolution over time. Thus, modern lung cancer biomarkers may considerably contribute to an individualized companion diagnostics and provide a sensitive guidance for patients throughout the course of their disease. In this special edition on Tumor Markers in Lung Cancer, experts summarize recent developments in clinical laboratory diagnostics of lung cancer and give an outlook on future challenges and opportunities.


Subject(s)
Lung Neoplasms , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/genetics , Lung Neoplasms/drug therapy , Biomarkers, Tumor/genetics , Liquid Biopsy , DNA, Neoplasm/genetics , Lung/pathology
12.
Oncotarget ; 15: 200-218, 2024 Mar 14.
Article in English | MEDLINE | ID: mdl-38484152

ABSTRACT

We describe the analytical validation of NeXT Personal®, an ultra-sensitive, tumor-informed circulating tumor DNA (ctDNA) assay for detecting residual disease, monitoring therapy response, and detecting recurrence in patients diagnosed with solid tumor cancers. NeXT Personal uses whole genome sequencing of tumor and matched normal samples combined with advanced analytics to accurately identify up to ~1,800 somatic variants specific to the patient's tumor. A personalized panel is created, targeting these variants and then used to sequence cell-free DNA extracted from patient plasma samples for ultra-sensitive detection of ctDNA. The NeXT Personal analytical validation is based on panels designed from tumor and matched normal samples from two cell lines, and from 123 patients across nine cancer types. Analytical measurements demonstrated a detection threshold of 1.67 parts per million (PPM) with a limit of detection at 95% (LOD95) of 3.45 PPM. NeXT Personal showed linearity over a range of 0.8 to 300,000 PPM (Pearson correlation coefficient = 0.9998). Precision varied from a coefficient of variation of 12.8% to 3.6% over a range of 25 to 25,000 PPM. The assay targets 99.9% specificity, with this validation study measuring 100% specificity and in silico methods giving us a confidence interval of 99.92 to 100%. In summary, this study demonstrates NeXT Personal as an ultra-sensitive, highly quantitative and robust ctDNA assay that can be used to detect residual disease, monitor treatment response, and detect recurrence in patients.


Subject(s)
Circulating Tumor DNA , Neoplasms , Humans , Circulating Tumor DNA/genetics , Mutation , Neoplasms/diagnosis , Neoplasms/genetics , DNA, Neoplasm/genetics , Biological Assay , Biomarkers, Tumor/genetics
13.
Am J Physiol Lung Cell Mol Physiol ; 326(5): L646-L650, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38529551

ABSTRACT

Novel screening techniques for early detection of lung cancer are urgently needed. Profiling circulating tumor cell-free DNA (ctDNA) has emerged as a promising tool for biopsy-free tumor genotyping. However, both the scarcity and short half-life of ctDNA substantially limit the sensitivity and clinical utility of ctDNA detection methodologies. Our discovery that red blood cells (RBCs) sequester mitochondrial DNA opens a new avenue for detecting circulating nucleic acids, as RBCs represent an unrecognized reservoir of circulating nucleic acid. Here, we show that RBCs acquire tumor DNA following coculture with lung cancer cell lines harboring Kirsten rat sarcoma viral oncogene homolog (KRAS) and epidermal growth factor receptor (EGFR) mutations. RBC-bound tumor DNA is detectable in patients with early-stage non-small cell lung cancer (NSCLC) but not in healthy controls by qPCR. Our results collectively uncover a previously unrecognized yet easily accessible reservoir of tumor DNA, offering a promising foundation for future RBC-based tumor diagnostics.NEW & NOTEWORTHY We present a novel method for lung cancer detection by revealing RBCs as a reservoir for tumor DNA, overcoming the limitations of current circulating tumor ctDNA methodologies. By demonstrating that RBCs can capture tumor DNA, including critical mutations found in lung cancer, we provide a promising, biopsy-free avenue for early cancer diagnostics. This discovery opens up exciting possibilities for developing RBC-based diagnostic tools, significantly enhancing the sensitivity and clinical utility of noninvasive cancer detection.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Circulating Tumor DNA , Erythrocytes , Lung Neoplasms , Humans , Lung Neoplasms/genetics , Lung Neoplasms/blood , Lung Neoplasms/pathology , Lung Neoplasms/diagnosis , Erythrocytes/metabolism , Circulating Tumor DNA/genetics , Circulating Tumor DNA/blood , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/diagnosis , Mutation , Cell Line, Tumor , ErbB Receptors/genetics , ErbB Receptors/metabolism , DNA, Mitochondrial/genetics , DNA, Mitochondrial/blood , Proto-Oncogene Proteins p21(ras)/genetics , Male , Female , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , DNA, Neoplasm/blood , DNA, Neoplasm/genetics
14.
Acta Cytol ; 68(2): 145-152, 2024.
Article in English | MEDLINE | ID: mdl-38555634

ABSTRACT

INTRODUCTION: Cancer genome analysis using next-generation sequencing requires adequate and high-quality DNA samples. Genomic analyses were conventionally performed using formalin-fixed paraffin-embedded sections rather than cytology samples such as cell block or smear specimens. Specimens collected from liquid-based cytology (LBC) have the potential to be sources of high-quality DNA suitable for genetic analysis even after long-term storage. METHODS: We collected breast tumor/lesion fractions from 92 residual LBC specimens using fine-needle aspiration (FNA) biopsy, including breast carcinoma (1 invasive carcinoma and 4 ductal carcinomas in situ), papillomatous lesion (5 intraductal papillomas), and fibroepithelial lesion (19 phyllodes tumors and 53 fibroadenomas) samples, and others (1 ductal adenoma, 1 hamartoma, 1 fibrocystic disease, and 7 unknown). DNA was extracted from all samples and subjected to DNA integrity number (DIN) score analysis. RESULTS: Average DIN score collected from 92 LBC specimens was significantly higher score. In addition, high-quality DNA with high DIN values (7.39 ± 0.80) was successfully extracted more than 12 months after storage of residual LBC specimens. CONCLUSION: Residual LBC specimens collected from FNA of the breast were verified to carry high-quality DNA and could serve as an alternate source for genetic analysis.


Subject(s)
Breast Neoplasms , Humans , Breast Neoplasms/pathology , Breast Neoplasms/genetics , Breast Neoplasms/diagnosis , Female , Biopsy, Fine-Needle/methods , Liquid Biopsy , DNA, Neoplasm/analysis , DNA, Neoplasm/genetics , Cytodiagnosis/methods , Phyllodes Tumor/pathology , Phyllodes Tumor/genetics , Phyllodes Tumor/diagnosis , Fibroadenoma/pathology , Fibroadenoma/genetics , Fibroadenoma/diagnosis , High-Throughput Nucleotide Sequencing , Carcinoma, Intraductal, Noninfiltrating/pathology , Carcinoma, Intraductal, Noninfiltrating/genetics , Carcinoma, Intraductal, Noninfiltrating/diagnosis , Middle Aged , Cytology
15.
Sci Rep ; 14(1): 4973, 2024 02 29.
Article in English | MEDLINE | ID: mdl-38424110

ABSTRACT

In China, circulating tumor DNA analysis is widely used and numerous assays are available. Systematic evaluation to help users make informed selections is needed. Nine circulating tumor DNA assays, including one benchmark assay, were evaluated using 23 contrived reference samples. There were two sample types (cell-free DNA and plasma samples), three circulating tumor DNA inputs (low, < 20 ng; medium, 20-50 ng; high, > 50 ng), two variant allele frequency ranges (low, 0.1-0.5%; intermediate, 0.5-2.5%), and four variant types (single nucleotide, insertion/deletion, structural, and copy number). Sensitivity, specificity, reproducibility, and all processes from cell-free DNA extraction to bioinformatics analysis were assessed. The test assays were generally comparable or superior to the benchmark assay, demonstrating high analytical sensitivity. Variations in circulating tumor DNA extraction and quantification efficiency, sensitivity, and reproducibility were observed, particularly at lower inputs. These findings will guide circulating tumor DNA assay choice for research and clinical studies, allowing consideration of multiple technical parameters.


Subject(s)
Cell-Free Nucleic Acids , Circulating Tumor DNA , Neoplasms , Humans , Circulating Tumor DNA/genetics , Reproducibility of Results , Neoplasms/genetics , DNA, Neoplasm/genetics , Cell-Free Nucleic Acids/genetics , High-Throughput Nucleotide Sequencing , Biomarkers, Tumor/genetics , Mutation
16.
Cancer Sci ; 115(4): 1283-1295, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38348576

ABSTRACT

Kirsten rat sarcoma viral oncogene homolog (KRAS) mutations in circulating tumor deoxyribonucleic acid (ctDNA) have been reported as representative noninvasive prognostic markers for pancreatic ductal adenocarcinoma (PDAC). Here, we aimed to evaluate single KRAS mutations as prognostic and predictive biomarkers, with an emphasis on potential therapeutic approaches to PDAC. A total of 128 patients were analyzed for multiple or single KRAS mutations (G12A, G12C, G12D, G12R, G12S, G12V, and G13D) in their tumors and plasma using droplet digital polymerase chain reaction (ddPCR). Overall, KRAS mutations were detected by multiplex ddPCR in 119 (93%) of tumor DNA and 68 (53.1%) of ctDNA, with a concordance rate of 80% between plasma ctDNA and tumor DNA in the metastatic stage, which was higher than the 44% in the resectable stage. Moreover, the prognostic prediction of both overall survival (OS) and progression-free survival (PFS) was more relevant using plasma ctDNA than tumor DNA. Further, we evaluated the selective tumor-suppressive efficacy of the KRAS G12C inhibitor sotorasib in a patient-derived organoid (PDO) from a KRAS G12C-mutated patient using a patient-derived xenograft (PDX) model. Sotorasib showed selective inhibition in vitro and in vivo with altered tumor microenvironment, including fibroblasts and macrophages. Collectively, screening for KRAS single mutations in plasma ctDNA and the use of preclinical models of PDO and PDX with genetic mutations would impact precision medicine in the context of PDAC.


Subject(s)
Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Humans , Proto-Oncogene Proteins p21(ras)/genetics , Biomarkers, Tumor/genetics , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/diagnosis , Carcinoma, Pancreatic Ductal/drug therapy , Carcinoma, Pancreatic Ductal/genetics , DNA, Neoplasm/genetics , Mutation , Tumor Microenvironment
17.
Int J Mol Sci ; 25(3)2024 Jan 29.
Article in English | MEDLINE | ID: mdl-38338919

ABSTRACT

Pancreatic ductal adenocarcinoma contributes significantly to global cancer-related deaths, featuring only a 10% survival rate over five years. The quest for novel tumor markers is critical to facilitate early diagnosis and tailor treatment strategies for this disease, which is key to improving patient outcomes. In pancreatic ductal adenocarcinoma, these markers have been demonstrated to play a crucial role in early identification, continuous monitoring, and prediction of its prognosis and have led to better patient outcomes. Nowadays, biopsy specimens serve to ascertain diagnosis and determine tumor type. However, liquid biopsies present distinct advantages over conventional biopsy techniques. They offer a noninvasive, easily administered procedure, delivering insights into the tumor's status and facilitating real-time monitoring. Liquid biopsies encompass a variety of elements, such as circulating tumor cells, circulating tumor DNA, extracellular vesicles, microRNAs, circulating RNA, tumor platelets, and tumor endothelial cells. This review aims to provide an overview of the clinical applications of liquid biopsy as a technique in the management of pancreatic cancer.


Subject(s)
Carcinoma, Pancreatic Ductal , Neoplastic Cells, Circulating , Pancreatic Neoplasms , Humans , Endothelial Cells/pathology , Pancreatic Neoplasms/pathology , Liquid Biopsy/methods , Carcinoma, Pancreatic Ductal/pathology , DNA, Neoplasm/genetics , Neoplastic Cells, Circulating/pathology , Biomarkers, Tumor/genetics
18.
JCO Precis Oncol ; 8: e2300127, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38237099

ABSTRACT

PURPOSE: Recurrence after curative-intent treatment occurs in 20%-50% of patients with stage II-IV colorectal cancer (CRC), underscoring the need for early detection of minimal residual disease (MRD) using circulating tumor DNA (ctDNA). Here, we examined the pattern of use of a tumor-informed ctDNA assay in CRC MRD monitoring in routine clinical practice at Mayo Clinic, Rochester. METHODS: We conducted a retrospective analysis of health records of patients with CRC who had at least one tumor-informed ctDNA assay from May 2019 through July 1, 2022. Recurrence was defined as radiographic evidence of disease. Descriptive characteristics of the cohort, ctDNA results, and subsequent interventions were recorded. RESULTS: Of the 120 patients included, the median age at diagnosis was 67 years, 46% were female, and 94% were White. At diagnosis, 10 patients had stage I, 23 stage II, 60 stage III, and 25 stage IV disease. Of 476 ctDNA assays performed, 70% were performed in patients who had recurrent disease most commonly to monitor the effectiveness of therapeutic interventions and 16% resulted in a change in clinical decision making. There were 110 recurrences identified in 62 patients, as some patients experienced more than one recurrence over time. Compared with serum carcinoembryonic antigen levels, ctDNA results correlated better with radiologic imaging. CONCLUSION: Routine ctDNA monitoring for MRD detection has been adopted in clinical practice; however, 84% of ctDNA assays performed did not result in a change in clinical management. This suggests the need for further clinical research data to guide routine clinical use of ctDNA MRD testing in CRC.


Subject(s)
Cell-Free Nucleic Acids , Circulating Tumor DNA , Colorectal Neoplasms , Humans , Female , Male , Circulating Tumor DNA/genetics , Neoplasm, Residual/diagnosis , Neoplasm, Residual/genetics , Retrospective Studies , DNA, Neoplasm/genetics , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/genetics
19.
Ann Surg Oncol ; 31(4): 2319-2325, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38190058

ABSTRACT

BACKGROUND: Circulating tumor DNA (ctDNA) has emerged as an accurate real-time biomarker of disease status across many solid tumor types. Most studies evaluating the utility of ctDNA have focused on time points weeks to months after surgery, which, for many cancer types, is significantly later than decision-making time points for adjuvant treatment. In this systematic review, we summarize the state of the literature on the feasibility of using ctDNA as a biomarker in the immediate postoperative period. METHODS: We performed a systematic review evaluating the early kinetics, defined here as 3 days of ctDNA in patients who underwent curative-intent surgery. RESULTS: Among the 2057 studies identified, eight cohort studies met the criteria for evaluation. Across six different cancer types, all studies showed an increased risk of cancer recurrence in patients with detectable ctDNA in the immediate postoperative period. CONCLUSION: While ctDNA clearance kinetics appear to vary based on tumor type, across all studies detectable ctDNA after surgery was predictive of recurrence, suggesting early postoperative time points could be feasibly used for determining minimal residual disease. However, larger studies need to be performed to better understand the precise kinetics of ctDNA clearance across different cancer types as well as to determine optimal postoperative time points.


Subject(s)
Circulating Tumor DNA , Humans , DNA, Neoplasm/genetics , Neoplasm, Residual , Postoperative Period , Biomarkers , Biomarkers, Tumor/genetics , Neoplasm Recurrence, Local/diagnosis
20.
Vet Comp Oncol ; 22(2): 303-309, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38287199

ABSTRACT

Canine lymphoma is a disease with high morbidity and poor long-term prognosis, despite a high response rate to chemotherapy. In this study, we focused on liquid biopsy, in which small amounts of substances from body fluids were analysed, to determine whether cell-free DNA (cfDNA) in the plasma can be used as a biomarker for lymphoma in dogs. We found that 23 patients with lymphoma had significantly higher cfDNA concentrations than the 12 healthy dogs (median 2360 ng/mL versus 299 ng/mL, p < .0001). Polymerase chain reaction for antigen receptor rearrangement (PARR) was also employed using cfDNA from the lymphoma group to investigate whether cfDNA could be used for the detection of genetic clonality of lymphomas, as well as the genomic DNA (gDNA) extracted from an original lesion in each case. The correlation of the PARR results between cfDNA and gDNA was observed in 100% of B-cell lymphomas (10/10), 77.8% of T-cell lymphomas (7/9), and 100% of other types of lymphomas (4/4), respectively. These results indicate that plasma cfDNA levels are increasing in canine lymphoma patients, that cfDNA concentration can be a novel diagnostic tool, and that it can be used as a diagnostic tool for PARR.


Subject(s)
Cell-Free Nucleic Acids , Dog Diseases , Lymphoma , Dogs , Animals , Dog Diseases/blood , Dog Diseases/genetics , Dog Diseases/diagnosis , Lymphoma/veterinary , Lymphoma/blood , Lymphoma/genetics , Lymphoma/diagnosis , Cell-Free Nucleic Acids/blood , Female , Male , Biomarkers, Tumor/blood , Genotype , Polymerase Chain Reaction/veterinary , DNA, Neoplasm/blood , DNA, Neoplasm/genetics
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