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1.
Methods Mol Biol ; 2804: 53-64, 2024.
Article En | MEDLINE | ID: mdl-38753139

The µLAS technology enables in-line DNA concentration and separation in a microchannel. Here, we describe its operation to analyze the size profile of cell-free DNA (cfDNA) extracted from blood plasma. Operated on commercial systems for capillary electrophoresis, we provide the size distribution of healthy individuals or patients using an input of 10 µL.


Cell-Free Nucleic Acids , Electrophoresis, Capillary , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/isolation & purification , Cell-Free Nucleic Acids/genetics , Humans , Electrophoresis, Capillary/methods
2.
Methods Mol Biol ; 2804: 65-75, 2024.
Article En | MEDLINE | ID: mdl-38753140

In recent years, the analysis of circulating cell-free DNA (cfDNA) containing tumor-derived DNA has emerged as a noninvasive means for cancer monitoring and personalized medicine. However, the isolation of cfDNA from peripheral blood has remained a challenge due to the low abundance and high fragmentation of these molecules. Here, we present a dynamic Magnetic ExTRactiOn (METRO) protocol using microfluidic fluidized bed technology to isolate circulating cfDNA from raw biological materials such as undiluted serum. This protocol maximizes the surface area for DNA binding within the chip in order to capture short DNA fragments. It uses only a few µL of sample and reagents. The protocol can be automated, and it is fully compatible with sensitive DNA amplification methods such as droplet-based digital PCR (ddPCR).


Cell-Free Nucleic Acids , Lab-On-A-Chip Devices , Humans , Cell-Free Nucleic Acids/isolation & purification , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/genetics , Polymerase Chain Reaction/methods , Microfluidic Analytical Techniques/methods , Microfluidic Analytical Techniques/instrumentation , Magnetics/methods , Neoplasms/blood , Neoplasms/genetics , Neoplasms/diagnosis
3.
FASEB J ; 38(10): e23672, 2024 May 31.
Article En | MEDLINE | ID: mdl-38775929

Cardiovascular disease (CVD) is a leading global cause of mortality, difficult to predict in advance. Evidence indicates that the copy number of mitochondrial DNA (mtDNAcn) in blood is altered in individuals with CVD. MtDNA released into circulation may act as a mediator of inflammation, a recognized factor in the development of CVD, in the long distance. This pilot study aims to test if levels of mtDNAcn in buffy coat DNA (BC-mtDNA), in circulating cellfree DNA (cf-mtDNA), or in DNA extracted from plasma extracellular vesicles (EV-mtDNA) are altered in CVD patients and if they can predict heart attack in advance. A group of 144 people with different CVD statuses (50 that had CVD, 94 healthy) was selected from the LifeLines Biobank according to the incidence of new cardiovascular event monitored in 6 years (50 among controls had heart attack after the basal assessment). MtDNAcn was quantified in total cf-DNA and EV-DNA from plasma as well as in buffy coat. EVs have been characterized by their size, polydispersity index, count rate, and zeta potential, by Dynamic Light Scattering. BC-mtDNAcn and cf-mtDNAcn were not different between CVD patients and healthy subjects. EVs carried higher mtDNAcn in subject with a previous history of CVD than controls, also adjusting the analysis for the EVs derived count rate. Despite mtDNAcn was not able to predict CVD in advance, the detection of increased EV-mtDNAcn in CVD patients in this pilot study suggests the need for further investigations to determine its pathophysiological role in inflammation.


Cardiovascular Diseases , Cell-Free Nucleic Acids , DNA Copy Number Variations , DNA, Mitochondrial , Extracellular Vesicles , Humans , DNA, Mitochondrial/genetics , DNA, Mitochondrial/blood , Extracellular Vesicles/metabolism , Extracellular Vesicles/genetics , Male , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/genetics , Female , Pilot Projects , Cardiovascular Diseases/genetics , Cardiovascular Diseases/blood , Middle Aged , Case-Control Studies , Aged , Prospective Studies
4.
Genes (Basel) ; 15(5)2024 Apr 26.
Article En | MEDLINE | ID: mdl-38790182

INTRODUCTION: Cell-free nucleic acids (cf-NAs) represent a promising biomarker of various pathological and physiological conditions. Since its discovery in 1948, cf-NAs gained prognostic value in oncology, immunology, and other relevant fields. In peritoneal dialysis (PD), blood purification is performed by exposing the peritoneal membrane. Relevant sections: Complications of PD such as acute peritonitis and peritoneal membrane aging are often critical in PD patient management. In this review, we focused on bacterial DNA, cell-free DNA, mitochondrial DNA (mtDNA), microRNA (miRNA), and their potential uses as biomarkers for monitoring PD and its complications. For instance, the isolation of bacterial DNA in early acute peritonitis allows bacterial identification and subsequent therapy implementation. Cell-free DNA in peritoneal dialysis effluent (PDE) represents a marker of stress of the peritoneal membrane in both acute and chronic PD complications. Moreover, miRNA are promising hallmarks of peritoneal membrane remodeling and aging, even before its manifestation. In this scenario, with multiple cytokines involved, mtDNA could be considered equally meaningful to determine tissue inflammation. CONCLUSIONS: This review explores the relevance of cf-NAs in PD, demonstrating its promising role for both diagnosis and treatment. Further studies are necessary to implement the use of cf-NAs in PD clinical practice.


Cell-Free Nucleic Acids , DNA, Mitochondrial , Peritoneal Dialysis , Humans , Peritoneal Dialysis/adverse effects , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , DNA, Mitochondrial/genetics , Biomarkers , MicroRNAs/genetics , DNA, Bacterial/genetics , Peritonitis/genetics , Peritoneum/metabolism , Peritoneum/pathology
5.
Genes (Basel) ; 15(5)2024 Apr 28.
Article En | MEDLINE | ID: mdl-38790198

Genome-wide prenatal cell-free DNA (cfDNA) screening can be used to screen for a wide range of fetal chromosomal anomalies in pregnant patients. In this study, we describe our clinical experience with a genome-wide cfDNA assay in screening for common trisomies, sex chromosomal aneuploidies (SCAs), rare autosomal aneuploidies (RAAs), and copy-number variations (CNVs) in about 6000 patients over a three-year period at our hospital's Prenatal Diagnostic Unit in Spain. Overall, 204 (3.3%) patients had a high-risk call, which included 76 trisomy 21, 21 trisomy 18, 7 trisomy 13, 29 SCAs, 31 RAAs, 31 CNVs, and 9 cases with multiple anomalies. The diagnostic outcomes were obtained for the high-risk cases when available, allowing for the calculation of positive predictive values (PPVs). Calculated PPVs were 95.9% for trisomy 21, 77.8% for trisomy 18, 66.7% for trisomy 13, 10.7% for RAAs, and 10.7% for CNVs. Pregnancy and birth outcomes were also collected for the majority of RAA and CNV cases. Adverse perinatal outcomes for some of these cases included preeclampsia, fetal growth restriction, preterm birth, reduced birth weight, and major congenital structural abnormalities. In conclusion, our study showed strong performance for genome-wide cfDNA screening in a large cohort of pregnancy patients in Spain.


Cell-Free Nucleic Acids , DNA Copy Number Variations , Humans , Female , Pregnancy , Spain , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Adult , Prenatal Diagnosis/methods , Trisomy/genetics , Trisomy/diagnosis , Chromosome Disorders/diagnosis , Chromosome Disorders/genetics , Aneuploidy , Noninvasive Prenatal Testing/methods
6.
Int J Mol Sci ; 25(10)2024 May 10.
Article En | MEDLINE | ID: mdl-38791247

Over the last decades, the survival of multiple myeloma (MM) patients has considerably improved. However, despite the availability of new treatments, most patients still relapse and become therapy-resistant at some point in the disease evolution. The mutation profile has an impact on MM patients' outcome, while typically evolving over time. Because of the patchy bone marrow (BM) infiltration pattern, the analysis of a single bone marrow sample can lead to an underestimation of the known genetic heterogeneity in MM. As a result, interest is shifting towards blood-derived liquid biopsies, which allow for a more comprehensive and non-invasive genetic interrogation without the discomfort of repeated BM aspirations. In this review, we compare the application potential for mutation profiling in MM of circulating-tumor-cell-derived DNA, cell-free DNA and extracellular-vesicle-derived DNA, while also addressing the challenges associated with their use.


Multiple Myeloma , Mutation , Multiple Myeloma/genetics , Multiple Myeloma/pathology , Multiple Myeloma/diagnosis , Humans , Liquid Biopsy/methods , Circulating Tumor DNA/genetics , Cell-Free Nucleic Acids/genetics , Biomarkers, Tumor/genetics , DNA Mutational Analysis/methods , Neoplastic Cells, Circulating/metabolism , Neoplastic Cells, Circulating/pathology , Extracellular Vesicles/genetics , Extracellular Vesicles/metabolism
7.
Int J Mol Sci ; 25(10)2024 May 13.
Article En | MEDLINE | ID: mdl-38791341

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.


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
8.
Int J Mol Sci ; 25(10)2024 May 18.
Article En | MEDLINE | ID: mdl-38791569

Early detection of neurological conditions is critical for timely diagnosis and treatment. Identifying cellular-level changes is essential for implementing therapeutic interventions prior to symptomatic disease onset. However, monitoring brain tissue directly through biopsies is invasive and poses a high risk. Bodily fluids such as blood or cerebrospinal fluid contain information in many forms, including proteins and nucleic acids. In particular, cell-free DNA (cfDNA) has potential as a versatile neurological biomarker. Yet, our knowledge of cfDNA released by brain tissue and how cfDNA changes in response to deleterious events within the brain is incomplete. Mapping changes in cfDNA to specific cellular events is difficult in vivo, wherein many tissues contribute to circulating cfDNA. Organoids are tractable systems for examining specific changes consistently in a human background. However, few studies have investigated cfDNA released from organoids. Here, we examined cfDNA isolated from cerebral organoids. We found that cerebral organoids release quantities of cfDNA sufficient for downstream analysis with droplet-digital PCR and whole-genome sequencing. Further, gene ontology analysis of genes aligning with sequenced cfDNA fragments revealed associations with terms related to neurodevelopment and autism spectrum disorder. We conclude that cerebral organoids hold promise as tools for the discovery of cfDNA biomarkers related to neurodevelopmental and neurological disorders.


Brain , Cell-Free Nucleic Acids , Organoids , Organoids/metabolism , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/genetics , Humans , Brain/metabolism , Biomarkers , Whole Genome Sequencing/methods
9.
Rev Assoc Med Bras (1992) ; 70(4): e20231358, 2024.
Article En | MEDLINE | ID: mdl-38716944

OBJECTIVE: This prospective study aimed to provide a comprehensive analysis of the methylation status of two pivotal genes, CDKN2A/p16INK4A (cyclin-dependent kinase inhibitor 2A) and RB1 (retinoblastoma transcriptional corepressor 1), in breast cancer patients. METHODS: Samples were obtained from 15 women diagnosed with breast cancer and who underwent a total mastectomy. DNA was extracted from the tumor, non-tumor tissue, and peripheral blood (circulating cell-free DNA). The methylation pattern of cell-free DNA extracted from blood collected on the day of mastectomy was compared with the methylation pattern of cell-free DNA from blood collected 1 year post-surgery. The methylation analysis was carried out by sodium bisulfite conversion and polymerase chain reaction, followed by electrophoresis. RESULTS: Methylation of CDKN2A/p16INK4A was identified in 13 tumor samples and 12 non-tumor tissue samples. Two patients exhibited CDKN2A/p16INK4A methylation in the cell-free DNA of the first blood collection, while another showed methylation only in the cell-free DNA of the subsequent blood collection. Regarding RB1, 11 tumors and 8 non-tumor tissue samples presented methylation of the gene. CONCLUSION: This study presents a novel approach for monitoring breast cancer patients through the analysis of cell-free DNA methylation. This analysis can detect changes in methylation patterns before any visible sign of cancer appears in breast tissue and could help predict the recurrence of malignant breast tumors.


Breast Neoplasms , Cyclin-Dependent Kinase Inhibitor p16 , DNA Methylation , Retinoblastoma Binding Proteins , Adult , Aged , Female , Humans , Middle Aged , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , Breast Neoplasms/genetics , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/analysis , Cyclin-Dependent Kinase Inhibitor p16/genetics , DNA Methylation/genetics , Mastectomy , Polymerase Chain Reaction , Prospective Studies , Retinoblastoma Binding Proteins/genetics , Ubiquitin-Protein Ligases/genetics
10.
J Neurooncol ; 168(2): 215-224, 2024 Jun.
Article En | MEDLINE | ID: mdl-38755519

PURPOSE: Clinical sequencing of tumor DNA is necessary to render an integrated diagnosis and select therapy for children with primary central nervous system (CNS) tumors, but neurosurgical biopsy is not without risk. In this study, we describe cell-free DNA (cfDNA) in blood and cerebrospinal fluid (CSF) as sources for "liquid biopsy" in pediatric brain tumors. METHODS: CSF samples were collected by lumbar puncture, ventriculostomy, or surgery from pediatric patients with CNS tumors. Following extraction, CSF-derived cfDNA was sequenced using UW-OncoPlex™, a clinically validated next-generation sequencing platform. CSF-derived cfDNA results and paired plasma and tumor samples concordance was also evaluated. RESULTS: Seventeen CSF samples were obtained from 15 pediatric patients with primary CNS tumors. Tumor types included medulloblastoma (n = 7), atypical teratoid/rhabdoid tumor (n = 2), diffuse midline glioma with H3 K27 alteration (n = 4), pilocytic astrocytoma (n = 1), and pleomorphic xanthoastrocytoma (n = 1). CSF-derived cfDNA was detected in 9/17 (53%) of samples, and sufficient for sequencing in 8/10 (80%) of extracted samples. All somatic mutations and copy-number variants were also detected in matched tumor tissue, and tumor-derived cfDNA was absent in plasma samples and controls. Tumor-derived cfDNA alterations were detected in the absence of cytological evidence of malignant cells in as little as 200 µl of CSF. Several clinically relevant alterations, including a KIAA1549::BRAF fusion were detected. CONCLUSIONS: Clinically relevant genomic alterations are detectable using CSF-derived cfDNA across a range of pediatric brain tumors. Next-generation sequencing platforms are capable of producing a high yield of DNA alterations with 100% concordance rate with tissue analysis.


Biomarkers, Tumor , Brain Neoplasms , Circulating Tumor DNA , High-Throughput Nucleotide Sequencing , Humans , Child , Brain Neoplasms/genetics , Brain Neoplasms/cerebrospinal fluid , Brain Neoplasms/diagnosis , Male , Female , Child, Preschool , Adolescent , Infant , Circulating Tumor DNA/cerebrospinal fluid , Circulating Tumor DNA/genetics , Circulating Tumor DNA/blood , High-Throughput Nucleotide Sequencing/methods , Biomarkers, Tumor/genetics , Biomarkers, Tumor/cerebrospinal fluid , Cell-Free Nucleic Acids/cerebrospinal fluid , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Liquid Biopsy/methods , Mutation
11.
Genes (Basel) ; 15(5)2024 Apr 24.
Article En | MEDLINE | ID: mdl-38790164

Cell-free DNA (cfDNA) has recently emerged as a promising minimally invasive diagnostic biomarker for various cancers. In this study, our aim was to identify cfDNA biomarkers by investigating genes that displayed significant differences between glioma patients and their corresponding controls. To accomplish this, we utilized publicly available data from the Gene Expression Omnibus, focusing on 5-hydroxymethylcytosine (5hmC) profiles in both cfDNA and genomic DNA (gDNA) from glioma patients and healthy individuals. The intersection of gene lists derived from these comparative analyses unveiled LRIG1 and ZNF703 as the two genes with elevated 5hmC levels in both the cfDNA of glioma patients and gDNA of glioma tissue compared to their respective controls. The gene expression data revealed both genes were upregulated in glioma tissue compared to normal brain tissue. Integration of 5hmC data revealed a strong positive correlation in the glioma tissue group between 5hmC and the gene expression of the LRIG1 gene. Furthermore, exploration using the AmiCa web tool indicated that LRIG1 gene expression was elevated compared to 17 other cancers included in the database, emphasizing its potential as a distinctive biomarker across multiple cancer types.


5-Methylcytosine , Biomarkers, Tumor , Brain Neoplasms , Cell-Free Nucleic Acids , Glioma , Membrane Glycoproteins , Humans , 5-Methylcytosine/analogs & derivatives , 5-Methylcytosine/metabolism , Glioma/genetics , Glioma/metabolism , Glioma/pathology , Cell-Free Nucleic Acids/genetics , Biomarkers, Tumor/genetics , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Membrane Glycoproteins/genetics , Membrane Glycoproteins/metabolism , Gene Expression Regulation, Neoplastic , DNA Methylation
12.
Nat Commun ; 15(1): 3700, 2024 May 02.
Article En | MEDLINE | ID: mdl-38697989

Detecting early-stage esophageal squamous cell carcinoma (ESCC) and precancerous lesions is critical for improving survival. Here, we conduct whole-genome bisulfite sequencing (WGBS) on 460 cfDNA samples from patients with non-metastatic ESCC or precancerous lesions and matched healthy controls. We develop an expanded multimodal analysis (EMMA) framework to simultaneously identify cfDNA methylation, copy number variants (CNVs), and fragmentation markers in cfDNA WGBS data. cfDNA methylation markers are the earliest and most sensitive, detectable in 70% of ESCCs and 50% of precancerous lesions, and associated with molecular subtypes and tumor microenvironments. CNVs and fragmentation features show high specificity but are linked to late-stage disease. EMMA significantly improves detection rates, increasing AUCs from 0.90 to 0.99, and detects 87% of ESCCs and 62% of precancerous lesions with >95% specificity in validation cohorts. Our findings demonstrate the potential of multimodal analysis of cfDNA methylome for early detection and monitoring of molecular characteristics in ESCC.


Biomarkers, Tumor , DNA Copy Number Variations , DNA Methylation , Early Detection of Cancer , Esophageal Neoplasms , Esophageal Squamous Cell Carcinoma , Precancerous Conditions , Humans , Esophageal Squamous Cell Carcinoma/genetics , Esophageal Squamous Cell Carcinoma/diagnosis , Precancerous Conditions/genetics , Precancerous Conditions/diagnosis , Precancerous Conditions/pathology , Esophageal Neoplasms/genetics , Esophageal Neoplasms/diagnosis , Esophageal Neoplasms/pathology , Male , Early Detection of Cancer/methods , Female , Biomarkers, Tumor/genetics , Middle Aged , Aged , Epigenome , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Whole Genome Sequencing/methods , Tumor Microenvironment/genetics
13.
Cancer Control ; 31: 10732748241255548, 2024.
Article En | MEDLINE | ID: mdl-38764160

Background: Ovarian cancer stands as the deadliest malignant tumor within the female reproductive tract. As a result of the absence of effective diagnostic and monitoring markers, 75% of ovarian cancer cases are diagnosed at a late stage, leading to a mere 50% survival rate within five years. The advancement of molecular biology is essential for accurate diagnosis and treatment of ovarian cancer. Methods: A review of several randomized clinical trials, focusing on the ovarian cancer, was undertaken. The advancement of molecular biology and diagnostic methods related to accurate diagnosis and treatment of ovarian cancer were examined. Results: Liquid biopsy is an innovative method of detecting malignant tumors that has gained increasing attention over the past few years. Cell-free DNA assay-based liquid biopsies show potential in delineating tumor status heterogeneity and tracking tumor recurrence. DNA methylation influences a multitude of biological functions and diseases, especially during the initial phases of cancer. The cell-free DNA methylation profiling system has emerged as a sensitive and non-invasive technique for identifying and detecting the biological origins of cancer. It holds promise as a biomarker, enabling early screening, recurrence monitoring, and prognostic evaluation of cancer. Conclusions: This review evaluates recent advancements and challenges associated with cell-free DNA methylation analysis for the diagnosis, prognosis monitoring, and assessment of therapeutic responses in the management of ovarian cancers, aiming to offer guidance for precise diagnosis and treatment of this disease.


Ovarian cancer stands as the deadliest malignant tumor within the female reproductive tract. As a result of the absence of effective diagnostic and monitoring markers, 75% of ovarian cancer cases are diagnosed at a late stage, leading to a mere 50% survival rate within five years. Nearly 80% of advanced stages have a poor prognosis or recurrence within five years. Ovarian cancer is linked to a grim long-term prognosis attributable to its elevated mortality and recurrence rates. The advancement of molecular biology and diagnostic methods is essential for accurate diagnosis and treatment of ovarian cancer. Liquid biopsy is an innovative method of detecting malignant tumors that has gained increasing attention over the past few years. Cell-free DNA assay-based liquid biopsies show potential in delineating tumor status heterogeneity and tracking tumor recurrence. DNA methylation represents a prevalent epigenetic modification. DNA methylation influences a multitude of biological functions and diseases, especially during the initial phases of cancer. The cell-free DNA methylation profiling system has emerged as a sensitive and non-invasive technique for identifying and detecting the biological origins of cancer. This review assesses recent progress and obstacles linked to cell-free DNA methylation analysis for diagnosing, prognostic monitoring, and evaluating therapeutic responses in managing ovarian cancers.


Biomarkers, Tumor , DNA Methylation , Ovarian Neoplasms , Humans , Female , Ovarian Neoplasms/genetics , Ovarian Neoplasms/diagnosis , Ovarian Neoplasms/pathology , Prognosis , Biomarkers, Tumor/genetics , Cell-Free Nucleic Acids/genetics , Liquid Biopsy/methods
14.
PLoS One ; 19(4): e0295987, 2024.
Article En | MEDLINE | ID: mdl-38593164

Survival rates in non-small cell lung cancer (NSCLC) are low. Detection of circulating tumor DNA in liquid biopsy (plasma) is increasingly used to identify targeted therapies for clinically actionable mutations, including EGFR mutations in NSCLC. The cobas® EGFR Mutation Test v2 (cobas EGFR test) is FDA-approved for EGFR mutation detection in tissue or liquid biopsy from NSCLC. Standard K2EDTA tubes require plasma separation from blood within 4 to 8 hours; however, Roche Cell-Free DNA (cfDNA) Collection Tubes (Roche cfDNA tube) enable whole blood stability for up to 7 days prior to plasma separation. This analysis assessed performance of Roche cfDNA tubes with the cobas EGFR test for the detection of EGFR mutations in plasma from healthy donors or patients with NSCLC. Overall, test performance was equally robust with either blood collection tube, eg, regarding limit of detection, linearity, and reproducibility, making Roche cfDNA tubes suitable for routine clinical laboratory use in this setting. Importantly, the Roche cfDNA tubes provided more flexibility for specimen handling versus K2EDTA tubes, eg, in terms of tube mixing, plasma separation, and sample stability, and do not require processing of blood within 8 hours thereby increasing the reach of plasma biopsies in NSCLC.


Carcinoma, Non-Small-Cell Lung , Cell-Free Nucleic Acids , Lung Neoplasms , Humans , Carcinoma, Non-Small-Cell Lung/pathology , Cell-Free Nucleic Acids/genetics , Lung Neoplasms/diagnosis , Lung Neoplasms/genetics , Lung Neoplasms/drug therapy , Reproducibility of Results , Mutation , Polymerase Chain Reaction , ErbB Receptors/genetics
15.
BMC Cancer ; 24(1): 482, 2024 Apr 16.
Article En | MEDLINE | ID: mdl-38627648

BACKGROUND: Therapies for metastatic castration-resistant prostate cancer (mCRPC) include targeting the androgen receptor (AR) with androgen receptor inhibitors (ARIs) and prostate-specific membrane antigen (PSMA). Having the ability to detect AR, AR splice variant 7 (AR-V7), or PSMA in circulating tumor cells (CTCs) or circulating exosomal cell-free RNA (cfRNA) could be helpful to guide selection of the appropriate therapy for each individual patient. The Vortex Biosciences VTX-1 system is a label-free CTC isolation system that enables the detection of the expression of multiple genes in both CTCs and exosomal cfRNA from the same blood sample in patients with mCRPC. Detection of both AR-V7 and PSMA gene expression in both CTCs and cfRNA simultaneously has not yet been reported. METHODS: To characterize the combined VTX-1-AdnaDetect workflow, 22Rv1 cancer cells were spiked into blood from healthy donors and processed with the VTX-1 to mimic patient samples and assess performances (capture efficiency, purity, AR and AR-V7 expression). Then, we collected 19 blood samples from 16 patients with mCRPC and therapeutic resistance to androgen receptor inhibitors (ARIs). Plasma was separated and the plasma-depleted blood was processed further with the VTX-1 to collect CTCs. Both plasma exosomal cfRNA and CTCs were subsequently analyzed for AR, AR-V7, PSMA, and prostate-specific antigen (PSA) mRNA expression using the AdnaTest ProstateCancerPanel AR-V7 assay. RESULTS: AR-V7 expression could be detected in 22Rv1 cells spiked into blood from healthy volunteers as well as in CTCs and plasma-derived exosomal cfRNA from patients with mCRPC by processing blood with the VTX-1 CTC isolation system followed by the AdnaTest ProstateCancerPanel AR-V7 assay. 94.7% of patient blood samples (18/19) had detectable AR expression in either CTCs or exosomal cfRNA (16 in CTCs, 12 in cfRNA). 15.8% of the 19 patient blood samples (3/19) were found to have AR-V7-positive (AR-V7+) CTCs, one of which was also AR-V7+ in the exosomal cfRNA analysis. 42.1% of patient blood samples (8/19) were found to be PSMA positive (PSMA+): 26.3% (5/19) were PSMA+ in the CTC analysis and 31.6% (6/19) were PSMA+ in the exosomal cfRNA analysis. Of those 8 PSMA+ samples, 2 had detectable PSMA only in CTCs, and 3 had detectable PSMA only in exosomal cfRNA. CONCLUSION: VTX-1 enables isolation of CTCs and plasma exosomes from a single blood draw and can be used for detecting AR-V7 and PSMA mRNA in both CTCs and cfRNA in patients with mCRPC and resistance to ARIs. This technology facilitates combining RNA measurements in CTCs and exosomal cfRNA for future studies to develop potentially clinically relevant cancer biomarker detection in blood.


Cell-Free Nucleic Acids , Exosomes , Neoplastic Cells, Circulating , Prostatic Neoplasms, Castration-Resistant , Humans , Male , Androgen Receptor Antagonists/pharmacology , Androgen Receptor Antagonists/therapeutic use , Biomarkers, Tumor/genetics , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/metabolism , Exosomes/genetics , Exosomes/metabolism , Neoplastic Cells, Circulating/pathology , Prostate/pathology , Prostate-Specific Antigen , Prostatic Neoplasms, Castration-Resistant/drug therapy , Protein Isoforms/genetics , Receptors, Androgen/genetics , Receptors, Androgen/metabolism , RNA, Messenger/genetics
16.
Nat Commun ; 15(1): 3292, 2024 Apr 17.
Article En | MEDLINE | ID: mdl-38632274

Cancers of Unknown Primary (CUP) remains a diagnostic and therapeutic challenge due to biological heterogeneity and poor responses to standard chemotherapy. Predicting tissue-of-origin (TOO) molecularly could help refine this diagnosis, with tissue acquisition barriers mitigated via liquid biopsies. However, TOO liquid biopsies are unexplored in CUP cohorts. Here we describe CUPiD, a machine learning classifier for accurate TOO predictions across 29 tumour classes using circulating cell-free DNA (cfDNA) methylation patterns. We tested CUPiD on 143 cfDNA samples from patients with 13 cancer types alongside 27 non-cancer controls, with overall sensitivity of 84.6% and TOO accuracy of 96.8%. In an additional cohort of 41 patients with CUP CUPiD predictions were made in 32/41 (78.0%) cases, with 88.5% of the predictions clinically consistent with a subsequent or suspected primary tumour diagnosis, when available (23/26 patients). Combining CUPiD with cfDNA mutation data demonstrated potential diagnosis re-classification and/or treatment change in this hard-to-treat cancer group.


Cell-Free Nucleic Acids , Neoplasms, Unknown Primary , Humans , Cell-Free Nucleic Acids/genetics , Neoplasms, Unknown Primary/genetics , Biomarkers, Tumor/genetics , DNA Methylation , Liquid Biopsy
17.
Commun Biol ; 7(1): 441, 2024 Apr 10.
Article En | MEDLINE | ID: mdl-38600351

ABTRACT: Clinical circulating cell-free DNA (cfDNA) testing is now routine, however test accuracy remains limited. By understanding the life-cycle of cfDNA, we might identify opportunities to increase test performance. Here, we profile cfDNA release across a 24-cell line panel and utilize a cell-free CRISPR screen (cfCRISPR) to identify mediators of cfDNA release. Our panel outlines two distinct groups of cell lines: one which releases cfDNA fragmented similarly to clinical samples and purported as characteristic of apoptosis, and another which releases larger fragments associated with vesicular or necrotic DNA. Our cfCRISPR screens reveal that genes mediating cfDNA release are primarily involved with apoptosis, but also identify other subsets of genes such as RNA binding proteins as potential regulators of cfDNA release. We observe that both groups of cells lines identified primarily produce cfDNA through apoptosis. These results establish the utility of cfCRISPR, genetically validate apoptosis as a major mediator of DNA release in vitro, and implicate ways to improve cfDNA assays.


Cell-Free Nucleic Acids , Cell-Free Nucleic Acids/genetics , Clustered Regularly Interspaced Short Palindromic Repeats , Apoptosis/genetics , DNA/genetics , Cell Line
18.
JCO Precis Oncol ; 8: e2300414, 2024 Apr.
Article En | MEDLINE | ID: mdl-38579191

PURPOSE: The lack of personalized management of bladder cancer (BlCa) results in patients' lifelong post-treatment monitoring with invasive interventions, underlying the urgent need for tailored and minimally invasive health care services. On the basis of our previous findings on miR-143/145 cluster methylation in bladder tumors, we evaluated its clinical significance in pretreatment cell-free DNA (cfDNA) of patients with BlCa. MATERIALS AND METHODS: Methylation analysis was performed in our screening cohort (120 patients with BlCa; 20 age-matched healthy donors) by bisulfite-based pyrosequencing. Tumor recurrence/progression for patients with non-muscle-invasive bladder cancer, and progression and mortality for patients with muscle-invasive bladder cancer (MIBC) were used as clinical end point events in survival analysis. Bootstrap analysis was applied for internal validation of Cox regression models and decision curve analysis for assessment of clinical benefit on disease prognosis. RESULTS: Decreased methylation of MIR145 core promoter in pretreatment cfDNA was associated with short-term disease progression (multivariate Cox: hazard ratio [HR], 2.027 [95% CI, 1.157 to 3.551]; P = .010) and poor overall survival (multivariate Cox: HR, 2.098 [95% CI, 1.154 to 3.817]; P = .009) of patients with MIBC after radical cystectomy (RC). Multivariate models incorporating MIR145 promoter methylation in cfDNA with tumor stage clearly ameliorated patients' risk stratification, highlighting superior clinical benefit in MIBC prognostication. CONCLUSION: Reduced pretreatment cfDNA methylation of MIR145 core promoter was markedly correlated with increased risk for short-term progression and worse survival of patients with MIBC after RC and adjuvant therapy, supporting modern personalized and minimally invasive prognosis. Methylation profiling of MIR145 core promoter in pretreatment cfDNA could serve as a minimally invasive and independent predictor of MIBC treatment outcome and emerge as a promising marker for blood-based test in BlCa.


Cell-Free Nucleic Acids , MicroRNAs , Urinary Bladder Neoplasms , Humans , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/therapeutic use , Liquid Biopsy , Methylation , MicroRNAs/genetics , MicroRNAs/therapeutic use , Muscles/pathology , Neoplasm Recurrence, Local/pathology , Treatment Outcome , Urinary Bladder Neoplasms/diagnosis , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/therapy , DNA Methylation/genetics
19.
Int J Mol Sci ; 25(8)2024 Apr 11.
Article En | MEDLINE | ID: mdl-38673836

Circulating tumor DNA (ctDNA) is a promising biomarker, reflecting the presence of tumor cells. Sequencing-based detection of ctDNA at low tumor fractions is challenging due to the crude error rate of sequencing. To mitigate this challenge, we developed ultra-deep mutation-integrated sequencing (UMIseq), a fixed-panel deep targeted sequencing approach, which is universally applicable to all colorectal cancer (CRC) patients. UMIseq features UMI-mediated error correction, the exclusion of mutations related to clonal hematopoiesis, a panel of normal samples for error modeling, and signal integration from single-nucleotide variations, insertions, deletions, and phased mutations. UMIseq was trained and independently validated on pre-operative (pre-OP) plasma from CRC patients (n = 364) and healthy individuals (n = 61). UMIseq displayed an area under the curve surpassing 0.95 for allele frequencies (AFs) down to 0.05%. In the training cohort, the pre-OP detection rate reached 80% at 95% specificity, while it was 70% in the validation cohort. UMIseq enabled the detection of AFs down to 0.004%. To assess the potential for detection of residual disease, 26 post-operative plasma samples from stage III CRC patients were analyzed. From this we found that the detection of ctDNA was associated with recurrence. In conclusion, UMIseq demonstrated robust performance with high sensitivity and specificity, enabling the detection of ctDNA at low allele frequencies.


Biomarkers, Tumor , Circulating Tumor DNA , Colorectal Neoplasms , High-Throughput Nucleotide Sequencing , Mutation , Humans , Colorectal Neoplasms/genetics , Colorectal Neoplasms/blood , Colorectal Neoplasms/diagnosis , Circulating Tumor DNA/genetics , Circulating Tumor DNA/blood , High-Throughput Nucleotide Sequencing/methods , Male , Female , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Aged , Middle Aged , Adult , Gene Frequency , Aged, 80 and over , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Sensitivity and Specificity
20.
Int J Mol Sci ; 25(8)2024 Apr 12.
Article En | MEDLINE | ID: mdl-38673878

Irritable bowel syndrome (IBS) involves low-grade mucosal inflammation. Among the various approaches capable of managing the symptoms, physical activity is still under investigation. Despite its benefits, it promotes oxidative stress and inflammation. Mitochondria impacts gut disorders by releasing damage-associated molecular patterns, such as cell-free mtDNA (cf-mtDNA), which support inflammation. This study evaluated the effects of a 12-week walking program on the cf-mtDNA and DNase in 26 IBS and 17 non-IBS subjects. Pro- and anti-inflammatory cytokines were evaluated by ELISA. Digital droplet PCR was used to quantify cf-mtDNA; DNase activity was assessed using a single radial enzyme diffusion assay. PCR-RFLP was used to genotype DNASE1 rs1053874 SNP. Significantly lower IL-10 levels were found in IBS than in non-IBS individuals. Exercise reduced cf-mtDNA in non-IBS subjects but not in IBS patients. DNase activity did not correlate with the cf-mtDNA levels in IBS patients post-exercise, indicating imbalanced cf-mtDNA clearance. Different rs1053874 SNP frequencies were not found between groups. The study confirms the positive effects of regular moderate-intensity physical activity in healthy subjects and its role in cf-mtDNA release and clearance. Walking alone might not sufficiently reduce subclinical inflammation in IBS, based on imbalanced pro- and anti-inflammatory molecules. Prolonged programs are necessary to investigate their effects on inflammatory markers in IBS.


Cell-Free Nucleic Acids , DNA, Mitochondrial , Irritable Bowel Syndrome , Walking , Humans , Irritable Bowel Syndrome/genetics , Irritable Bowel Syndrome/metabolism , DNA, Mitochondrial/genetics , Male , Female , Adult , Cell-Free Nucleic Acids/genetics , Middle Aged , Polymorphism, Single Nucleotide , Deoxyribonucleases/metabolism , Deoxyribonucleases/genetics , Exercise/physiology
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