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1.
J Extracell Vesicles ; 13(7): e12470, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39001700

ABSTRACT

Extracellular vesicles (EVs) have emerged as a promising tool for clinical liquid biopsy. However, the identification of EVs derived from blood samples is hindered by the presence of abundant plasma proteins, which impairs the downstream biochemical analysis of EV-associated proteins and nucleic acids. Here, we employed optimized asymmetric flow field-flow fractionation (AF4) combined with density cushion ultracentrifugation (UC) to obtain high-purity and intact EVs with very low lipoprotein contamination from human plasma and serum. Further proteomic analysis revealed more than 1000 EV-associated proteins, a large proportion of which has not been previously reported. Specifically, we found that cell-line-derived EV markers are incompatible with the identification of plasma-EVs and proposed that the proteins MYCT1, TSPAN14, MPIG6B and MYADM, as well as the traditional EV markers CD63 and CD147, are plasma-EV markers. Benefiting from the high-purity of EVs, we conducted comprehensive miRNA profiling of plasma EVs and nanosized particles (NPs), as well as compared plasma- and serum-derived EVs, which provides a valuable resource for the EV research community. Overall, our findings provide a comprehensive assessment of human blood EVs as a basis for clinical biopsy applications.


Subject(s)
Extracellular Vesicles , Ultracentrifugation , Humans , Extracellular Vesicles/metabolism , Extracellular Vesicles/chemistry , Ultracentrifugation/methods , Proteomics/methods , MicroRNAs/blood , Fractionation, Field Flow/methods , Biomarkers/blood , Liquid Biopsy/methods , Centrifugation, Density Gradient/methods
2.
Rom J Morphol Embryol ; 65(2): 195-201, 2024.
Article in English | MEDLINE | ID: mdl-39020533

ABSTRACT

Breast cancer is one of the more frequently diagnosed cancers leading to death in women, and, like other tumor types, it is heterogeneous in its immunophenotype. It harbors mutations that modify tumor aggressiveness, therapy responses, residual disease, drug resistance, and relapse rates in advanced stages. This study aims to assess the mutational status of G2 and G3 tumors using next-generation sequencing (NGS) on initial tissue biopsies, liquid biopsies, and mastectomy specimens. The histopathological (HP) diagnosis for the 32 selected cases was established via Hematoxylin-Eosin (HE) staining by two observers. For the immunohistochemical (IHC) testing of estrogen receptor (ER), progesterone receptor (PGR) and human epidermal growth factor receptor 2 (HER2), we used the Ventana BenchMark Ultra. Ki67 testing was conducted using Bond-III from Leica. For cases with a score of 2+, gene amplification was assessed by silver-enhanced in situ hybridization (ISH) (SISH; Inform HER2 Dual ISH) on Ventana BenchMark Ultra. NGS analysis was initially performed on biopsies and plasma, and later on mastectomy specimens. After automated deoxyribonucleic acid (DNA) and ribonucleic acid (RNA) extraction, concentrations were measured using the Invitrogen Qubit system. Libraries were created using Oncomine systems, and sequencing and analysis were done with the Ion Torrent system. Most tumors were graded as G3 (19 cases), with Luminal A being the predominant molecular subtype, and a significant number displayed HER2∕HER2-low characteristics (24 out of 32 cases). The NGS assessment showed that phosphatidylinositol-4,5-bisphosphate 3-kinase, catalytic subunit alpha (PIK3CA) mutations were the most frequent across all sample types. A significant limitation was the high number of invalid plasma tests due to pre-analytical handling errors or transport issues. Nonetheless, plasma testing (liquid biopsy) proved useful for monitoring tumor evolution and assessing residual disease.


Subject(s)
Breast Neoplasms , High-Throughput Nucleotide Sequencing , Mastectomy , Mutation , Humans , Female , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Breast Neoplasms/diagnosis , Breast Neoplasms/surgery , Liquid Biopsy/methods , High-Throughput Nucleotide Sequencing/methods , Middle Aged , Adult , Aged
3.
J Exp Clin Cancer Res ; 43(1): 182, 2024 Jun 29.
Article in English | MEDLINE | ID: mdl-38951853

ABSTRACT

BACKGROUND: During targeted treatment, HER2-positive breast cancers invariably lose HER2 DNA amplification. In contrast, and interestingly, HER2 proteins may be either lost or gained. To longitudinally and systematically appreciate complex/discordant changes in HER2 DNA/protein stoichiometry, HER2 DNA copy numbers and soluble blood proteins (aHER2/sHER2) were tested in parallel, non-invasively (by liquid biopsy), and in two-dimensions, hence HER2-2D. METHODS: aHER2 and sHER2 were assessed by digital PCR and ELISA before and after standard-of-care treatment of advanced HER2-positive breast cancer patients (n=37) with the antibody-drug conjugate (ADC) Trastuzumab-emtansine (T-DM1). RESULTS: As expected, aHER2 was invariably suppressed by T-DM1, but this loss was surprisingly mirrored by sHER2 gain, sometimes of considerable entity, in most (30/37; 81%) patients. This unorthodox split in HER2 oncogenic dosage was supported by reciprocal aHER2/sHER2 kinetics in two representative cases, and an immunohistochemistry-high status despite copy-number-neutrality in 4/5 available post-T-DM1 tumor re-biopsies from sHER2-gain patients. Moreover, sHER2 was preferentially released by dying breast cancer cell lines treated in vitro by T-DM1. Finally, sHER2 gain was associated with a longer PFS than sHER2 loss (mean PFS 282 vs 133 days, 95% CI [210-354] vs [56-209], log-rank test p=0.047), particularly when cases (n=11) developing circulating HER2-bypass alterations during T-DM1 treatment were excluded (mean PFS 349 vs 139 days, 95% CI [255-444] vs [45-232], log-rank test p=0.009). CONCLUSIONS: HER2 gain is adaptively selected in tumor tissues and recapitulated in blood by sHER2 gain. Possibly, an increased oncogenic dosage is beneficial to the tumor during anti-HER2 treatment with naked antibodies, but favorable to the host during treatment with a strongly cytotoxic ADC such as T-DM1. In the latter case, HER2-gain tumors may be kept transiently in check until alternative oncogenic drivers, revealed by liquid biopsy, bypass HER2. Whichever the interpretation, HER2-2D might help to tailor/prioritize anti-HER2 treatments, particularly ADCs active on aHER2-low/sHER2-low tumors. TRIAL REGISTRATION: NCT05735392 retrospectively registered on January 31, 2023 https://www. CLINICALTRIALS: gov/search?term=NCT05735392.


Subject(s)
Breast Neoplasms , Receptor, ErbB-2 , Humans , Female , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Receptor, ErbB-2/metabolism , Liquid Biopsy/methods , Middle Aged , Ado-Trastuzumab Emtansine/therapeutic use , Aged , Trastuzumab/therapeutic use , Trastuzumab/pharmacology , Adult , Biomarkers, Tumor
4.
Cancer Cell ; 42(7): 1160-1162, 2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38981437

ABSTRACT

Cancer cells release cell-free DNA (cfDNA) and extracellular vesicles (EVs) into the bloodstream, allowing disease non-invasive monitoring. In this issue of Cancer Cell, Casanova-Salas et al. analyze cfDNA, EV-DNA, and EV-RNA in prostate cancer longitudinal cohorts treated with androgen receptor signaling inhibitors and taxanes, identifying signals reflecting tumor adaptation processes.


Subject(s)
Extracellular Vesicles , Transcriptome , Humans , Liquid Biopsy/methods , Extracellular Vesicles/metabolism , Extracellular Vesicles/genetics , Male , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Biomarkers, Tumor/genetics
5.
Cancer Cell ; 42(7): 1301-1312.e7, 2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38981440

ABSTRACT

Extracellular vesicles (EVs) secreted by tumors are abundant in plasma, but their potential for interrogating the molecular features of tumors through multi-omic profiling remains widely unexplored. Genomic and transcriptomic profiling of circulating EV-DNA and EV-RNA isolated from in vitro and in vivo models of metastatic prostate cancer (mPC) reveal a high contribution of tumor material to EV-loaded DNA/RNA, validating the findings in two cohorts of longitudinal plasma samples collected from patients during androgen receptor signaling inhibitor (ARSI) or taxane-based therapy. EV-DNA genomic features recapitulate matched-patient biopsies and circulating tumor DNA (ctDNA) and associate with clinical progression. We develop a novel approach to enable transcriptomic profiling of EV-RNA (RExCuE). We report how the transcriptome of circulating EVs is enriched for tumor-associated transcripts, captures certain patient and tumor features, and reflects on-therapy tumor adaptation changes. Altogether, we show that EV profiling enables longitudinal transcriptomic and genomic profiling of mPC in liquid biopsy.


Subject(s)
Extracellular Vesicles , Genomics , Prostatic Neoplasms , Transcriptome , Male , Humans , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Prostatic Neoplasms/blood , Extracellular Vesicles/genetics , Extracellular Vesicles/metabolism , Genomics/methods , Animals , Gene Expression Profiling/methods , Neoplasm Metastasis , Mice , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , Liquid Biopsy/methods , Circulating Tumor DNA/genetics , Circulating Tumor DNA/blood , Gene Expression Regulation, Neoplastic , Cell Line, Tumor
6.
Sci Rep ; 14(1): 15786, 2024 Jul 09.
Article in English | MEDLINE | ID: mdl-38982214

ABSTRACT

Malignant melanoma (MM) is known for its abundance of genetic alterations and a tendency for rapid metastasizing. Identification of novel plasma biomarkers may enhance non-invasive diagnostics and disease monitoring. Initially, we examined copy number variations (CNV) in CDK genes (CDKN2A, CDKN2B, CDK4) using MLPA (gDNA) and ddPCR (ctDNA) analysis. Subsequently, low-coverage whole genome sequencing (lcWGS) was used to identify the most common CNV in plasma samples, followed by ddPCR verification of chosen biomarkers. CNV alterations in CDK genes were identified in 33.3% of FFPE samples (Clark IV, V only). Detection of the same genes in MM plasma showed no significance, neither compared to healthy plasmas nor between pre- versus post-surgery plasma. Sequencing data showed the most common CNV occurring in 6q27, 4p16.1, 10p15.3, 10q22.3, 13q34, 18q23, 20q11.21-q13.12 and 22q13.33. CNV in four chosen genes (KIF25, E2F1, DIP2C and TFG) were verified by ddPCR using 2 models of interpretation. Model 1 was concordant with lcWGS results in 54% of samples, for model 2 it was 46%. Although CDK genes have not been proven to be suitable CNV liquid biopsy biomarkers, lcWGS defined the most frequently affected chromosomal regions by CNV. Among chosen genes, DIP2C demonstrated a potential for further analysis.


Subject(s)
Biomarkers, Tumor , DNA Copy Number Variations , Melanoma , Humans , Melanoma/genetics , Melanoma/pathology , Melanoma/diagnosis , Liquid Biopsy/methods , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , Male , Female , Middle Aged , Aged , Adult , Skin Neoplasms/genetics , Skin Neoplasms/pathology , Skin Neoplasms/blood , Cyclin-Dependent Kinase Inhibitor p16/genetics , Cyclin-Dependent Kinase 4/genetics , Aged, 80 and over , Whole Genome Sequencing/methods , Cyclin-Dependent Kinase Inhibitor p15/genetics
7.
Front Immunol ; 15: 1401852, 2024.
Article in English | MEDLINE | ID: mdl-38994350

ABSTRACT

Exosomes, as a class of small extracellular vesicles closely related to the biological behavior of various types of tumors, are currently attracting research attention in cancer diagnosis and treatment. Regarding cancer diagnosis, the stability of their membrane structure and their wide distribution in body fluids render exosomes promising biomarkers. It is expected that exosome-based liquid biopsy will become an important tool for tumor diagnosis in the future. For cancer treatment, exosomes, as the "golden communicators" between cells, can be designed to deliver different drugs, aiming to achieve low-toxicity and low-immunogenicity targeted delivery. Signaling pathways related to exosome contents can also be used for safer and more effective immunotherapy against tumors. Exosomes are derived from a wide range of sources, and exhibit different biological characteristics as well as clinical application advantages in different cancer therapies. In this review, we analyzed the main sources of exosomes that have great potential and broad prospects in cancer diagnosis and therapy. Moreover, we compared their therapeutic advantages, providing new ideas for the clinical application of exosomes.


Subject(s)
Biomarkers, Tumor , Exosomes , Neoplasms , Humans , Exosomes/metabolism , Exosomes/immunology , Neoplasms/therapy , Neoplasms/immunology , Animals , Immunotherapy/methods , Liquid Biopsy/methods
8.
Int J Mol Sci ; 25(13)2024 Jul 05.
Article in English | MEDLINE | ID: mdl-39000483

ABSTRACT

Gastric cancer is the fifth most common disease in the world and the fourth most common cause of death. It is diagnosed through esophagogastroduodenoscopy with biopsy; however, there are limitations in finding lesions in the early stages. Recently, research has been actively conducted to use liquid biopsy to diagnose various cancers, including gastric cancer. Various substances derived from cancer are reflected in the blood. By analyzing these substances, it was expected that not only the presence or absence of cancer but also the type of cancer can be diagnosed. However, the amount of these substances is extremely small, and even these have various variables depending on the characteristics of the individual or the characteristics of the cancer. To overcome these, we collected methylated DNA fragments using MeDIP and compared them with normal plasma to characterize gastric cancer tissue or patients' plasma. We attempted to diagnose gastric cancer using the characteristics of cancer reflected in the blood through the cancer tissue and patients' plasma. As a result, we confirmed that the consistency of common methylated fragments between tissue and plasma was approximately 41.2% and we found the possibility of diagnosing and characterizing cancer using the characteristics of the fragments through SFR and 5'end-motif analysis.


Subject(s)
Biomarkers, Tumor , Circulating Tumor DNA , DNA Methylation , Stomach Neoplasms , Stomach Neoplasms/blood , Stomach Neoplasms/genetics , Stomach Neoplasms/diagnosis , Humans , Circulating Tumor DNA/blood , Circulating Tumor DNA/genetics , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Male , Female , Liquid Biopsy/methods , Middle Aged , Aged
9.
J Exp Clin Cancer Res ; 43(1): 184, 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38956619

ABSTRACT

Hodgkin lymphoma (HL) represents a neoplasm primarily affecting adolescents and young adults, necessitating the development of precise diagnostic and monitoring tools. Specifically, classical Hodgkin lymphoma (cHL), comprising 90% of cases, necessitating tailored treatments to minimize late toxicities. Although positron emission tomography/computed tomography (PET/CT) has enhanced response assessment, its limitations underscore the urgency for more reliable progression predictive tools. Genomic characterisation of rare Hodgkin Reed-Sternberg (HRS) cells is challenging but essential. Recent studies employ single-cell molecular analyses, mass cytometry, and Next-Generation Sequencing (NGS) to unveil mutational landscapes. The integration of liquid biopsies, particularly circulating tumor DNA (ctDNA), extracellular vesicles (EVs), miRNAs and cytokines, emerge as groundbreaking approaches. Recent studies demonstrate ctDNA's potential in assessing therapy responses and predicting relapses in HL. Despite cHL-specific ctDNA applications being relatively unexplored, studies emphasize its value in monitoring treatment outcomes. Overall, this review underscores the imperative role of liquid biopsies in advancing HL diagnosis and monitoring.


Subject(s)
Hodgkin Disease , Humans , Hodgkin Disease/genetics , Hodgkin Disease/diagnosis , Hodgkin Disease/pathology , Liquid Biopsy/methods , Circulating Tumor DNA/genetics , Biomarkers, Tumor
10.
J Pak Med Assoc ; 74(6): 1194-1196, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38949002

ABSTRACT

Liquid biopsy has multiple benefits and is used extensively in other fields of oncology, but its role in neuro-oncology has been limited so far. Multiple tumour-derived materials like circulating tumour cells (CTCs), tumour-educated platelets (TEPs), cell-free DNA (cfDNA), circulating tumour DNA (ctDNA), and miRNA are studied in CSF, blood (plasma, serum) or urine. Large and complex amounts of data from liquid biopsy can be simplified by machine learning using various algorithms. By using this technique, we can diagnose brain tumours and differentiate low versus highgrade glioma and true progression from pseudo-progression. The potential of liquid biopsy in brain tumours has not been extensively studied, but it has a bright future in the coming years. Here, we present a literature review on the role of machine learning in liquid biopsy of brain tumours.


Subject(s)
Brain Neoplasms , Machine Learning , Neoplastic Cells, Circulating , Humans , Liquid Biopsy/methods , Brain Neoplasms/diagnosis , Brain Neoplasms/pathology , Neoplastic Cells, Circulating/pathology , Circulating Tumor DNA/blood , Glioma/pathology , Glioma/diagnosis , Biomarkers, Tumor/blood , MicroRNAs/blood
11.
World J Gastroenterol ; 30(24): 3048-3051, 2024 Jun 28.
Article in English | MEDLINE | ID: mdl-38983962

ABSTRACT

In the last decade, several studies have explored various modalities and strategies for colorectal cancer (CRC) screening, taking into account epidemiological data, individual characteristics, and socioeconomic factors. In this editorial, we comment further on a retrospective study by Agatsuma et al published in the recent issue of the World Journal of Gastroenterology. Our focus is on screening trends, particularly in relation to efforts to improve the currently suboptimal uptake among the general population worldwide, aiming to enhance early diagnosis rates of CRC. There is a need to raise awareness through health edu-cation programs and to consider the use of readily available, non-invasive screening methods. These strategies are crucial for attracting screen-eligible populations to participate in first-line screening, especially those in high- or average-risk groups and in regions with limited resources. Liquid biopsies and biomarkers represent rapidly evolving trends in screening and diagnosis; however, their clinical relevance has yet to be standardized.


Subject(s)
Colorectal Neoplasms , Early Detection of Cancer , Humans , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/epidemiology , Early Detection of Cancer/methods , Early Detection of Cancer/statistics & numerical data , Colonoscopy/methods , Mass Screening/methods , Mass Screening/standards , Biomarkers, Tumor/analysis , Occult Blood , Liquid Biopsy/methods , Risk Factors
13.
Clin Epigenetics ; 16(1): 87, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38970137

ABSTRACT

Pediatric central nervous system tumors remain challenging to diagnose. Imaging approaches do not provide sufficient detail to discriminate between different tumor types, while the histopathological examination of tumor tissue shows high inter-observer variability. Recent studies have demonstrated the accurate classification of central nervous system tumors based on the DNA methylation profile of a tumor biopsy. However, a brain biopsy holds significant risk of bleeding and damaging the surrounding tissues. Liquid biopsy approaches analyzing circulating tumor DNA show high potential as an alternative and less invasive tool to study the DNA methylation pattern of tumors. Here, we explore the potential of classifying pediatric brain tumors based on methylation profiling of the circulating cell-free DNA (cfDNA) in cerebrospinal fluid (CSF). For this proof-of-concept study, we collected cerebrospinal fluid samples from 19 pediatric brain cancer patients via a ventricular drain placed for reasons of increased intracranial pressure. Analyses on the cfDNA showed high variability of cfDNA quantities across patients ranging from levels below the limit of quantification to 40 ng cfDNA per milliliter of CSF. Classification based on methylation profiling of cfDNA from CSF was correct for 7 out of 20 samples in our cohort. Accurate results were mostly observed in samples of high quality, more specifically those with limited high molecular weight DNA contamination. Interestingly, we show that centrifugation of the CSF prior to processing increases the fraction of fragmented cfDNA to high molecular weight DNA. In addition, classification was mostly correct for samples with high tumoral cfDNA fraction as estimated by computational deconvolution (> 40%). In summary, analysis of cfDNA in the CSF shows potential as a tool for diagnosing pediatric nervous system tumors especially in patients with high levels of tumoral cfDNA in the CSF. Further optimization of the collection procedure, experimental workflow and bioinformatic approach is required to also allow classification for patients with low tumoral fractions in the CSF.


Subject(s)
Cell-Free Nucleic Acids , Central Nervous System Neoplasms , Circulating Tumor DNA , DNA Methylation , Humans , DNA Methylation/genetics , Child , Male , Female , Child, Preschool , Liquid Biopsy/methods , Circulating Tumor DNA/cerebrospinal fluid , Circulating Tumor DNA/genetics , Circulating Tumor DNA/blood , Cell-Free Nucleic Acids/cerebrospinal fluid , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Central Nervous System Neoplasms/genetics , Central Nervous System Neoplasms/cerebrospinal fluid , Central Nervous System Neoplasms/diagnosis , Adolescent , Infant , Biomarkers, Tumor/cerebrospinal fluid , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , Brain Neoplasms/genetics , Brain Neoplasms/diagnosis , Brain Neoplasms/cerebrospinal fluid , Proof of Concept Study
14.
J Manag Care Spec Pharm ; 30(7): 660-671, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38950156

ABSTRACT

BACKGROUND: Oncology clinical trial enrollment is strongly recommended for patients with cancer who are not eligible for established and approved therapies. Many trials are specific to biomarker-targeted therapies, which are typically managed as specialty pharmacy services. Comprehensive genomic profiling (CGP) of advanced cancers has been shown to detect biomarkers, guide targeted treatment, improve outcomes, and result in the clinical trial enrollment of patients, which is modeled to offset pharmacy costs experienced by US payers, yet payer policy coverage remains inconsistent. A common concern limiting coverage of CGP by payers is the potential of identifying biomarkers beyond guideline-recommended treatments, which creates a perception that insurance companies are being positioned to "pay for research." However, these biomarkers can increase clinical trial eligibility, and specialty pharmacy management may have an interest in maximizing the clinical trial enrollment of members. OBJECTIVE: To investigate if clinical trial enrollment following liquid biopsy CGP for non-small cell lung cancer (NSCLC) is clinically and/or economically impactful from a payer claims perspective. METHODS: Clinical and economic outcomes were studied using a real-world clinical genomic database (including payer claims data) from patients with NSCLC who enrolled in clinical trials immediately following liquid biopsy CGP (using Guardant360) and matched NSCLC patient controls also tested with liquid biopsy CGP. RESULTS: Real-world overall survival was significantly (log-rank P < 0.0001) better for patients enrolled in clinical trials with similar costs of care, albeit with more outpatient encounters among those enrolled compared with matched controls. CONCLUSIONS: The results, together with previous analyses, suggest that, in addition to the clinical benefits associated with targeted therapies directed by CGP and other testing approaches, payers and specialty pharmacy managers may consider clinical trial direction and enrollment as a clinical and economic benefit of liquid biopsy CGP and adopt this into coverage decision frameworks and formularies.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Humans , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/economics , Lung Neoplasms/drug therapy , Lung Neoplasms/economics , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Liquid Biopsy/economics , Female , Male , Middle Aged , Aged , Clinical Trials as Topic/economics , Biomarkers, Tumor/genetics , Genomics/economics , United States
15.
Clin Epigenetics ; 16(1): 95, 2024 Jul 19.
Article in English | MEDLINE | ID: mdl-39030645

ABSTRACT

BACKGROUND: Colon cancer ranks as the second most lethal form of cancer globally. In recent years, there has been active investigation into using the methylation profile of circulating tumor DNA (ctDNA), derived from blood, as a promising indicator for diagnosing and monitoring colon cancer. RESULTS: We propose a liquid biopsy-based epigenetic method developed by utilizing 49 patients and 260 healthy controls methylation profile data to screen and monitor colon cancer. Our method initially identified 901 colon cancer-specific hypermethylated (CaSH) regions in the tissues of the 49 cancer patients. We then used these CaSH regions to accurately quantify the amount of circulating tumor DNA (ctDNA) in the blood samples of these same patients, utilizing cell-free DNA methylation profiles. Notably, the methylation profiles of ctDNA in the blood exhibited high sensitivity (82%) and specificity (93%) in distinguishing patients with colon cancer from the control group, with an area under the curve of 0.903. Furthermore, we confirm that our method for ctDNA quantification is effective for monitoring cancer patients and can serve as a valuable tool for postoperative prognosis. CONCLUSIONS: This study demonstrated a successful application of the quantification of ctDNA among cfDNA using the original cancer tissue-derived CaSH region for screening and monitoring colon cancer.


Subject(s)
Biomarkers, Tumor , Circulating Tumor DNA , Colonic Neoplasms , DNA Methylation , Humans , Colonic Neoplasms/genetics , Colonic Neoplasms/diagnosis , Colonic Neoplasms/blood , DNA Methylation/genetics , Circulating Tumor DNA/genetics , Circulating Tumor DNA/blood , Female , Male , Middle Aged , Liquid Biopsy/methods , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , Aged , Early Detection of Cancer/methods , Epigenesis, Genetic , Case-Control Studies , Sensitivity and Specificity , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Adult , Prognosis
16.
Mol Cancer ; 23(1): 145, 2024 Jul 16.
Article in English | MEDLINE | ID: mdl-39014366

ABSTRACT

Colorectal cancer (CRC) is one of the most prevalent malignancies affecting the gastrointestinal tract and is ranked third among cancers with the highest incidence and second-highest mortality rate worldwide. CRC exhibits a slow progression providing a wide treatment window. The currently employed CRC screening methods have shown great potential to prevent CRC and reduce CRC-related morbidity and mortality. The diagnosis of CRC is achieved by colonoscopy and tissue biopsy, with studies showing that liquid biopsy is more effective in detecting and diagnosing early CRC patients. Increasing number of studies have shown that the tumor components shed into circulating blood can be detected in liquid form, and can be applied in the clinical management of CRC. Analysis of circulating tumor cells (CTCs), circulating tumor DNA (ctDNA), or tumor-associated platelets (TEPs) in the blood can be used for early screening and diagnosis of CRC, aid tumor staging, treatment response monitoring, and prediction of CRC recurrence and metastasis in a minimally invasive manner. This chapter provides an updated review of CTCs, ctDNA, and TEPs as novel biomarkers for CRC, highlighting their strengths and limitations.


Subject(s)
Biomarkers, Tumor , Circulating Tumor DNA , Colorectal Neoplasms , Neoplastic Cells, Circulating , Humans , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/pathology , Colorectal Neoplasms/genetics , Liquid Biopsy/methods , Neoplastic Cells, Circulating/pathology , Neoplastic Cells, Circulating/metabolism , Circulating Tumor DNA/blood , Prognosis , Early Detection of Cancer/methods , Disease Management , Animals
17.
Cancer Res Commun ; 4(7): 1738-1747, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38856716

ABSTRACT

Accurate diagnosis of lung cancer is important for treatment decision-making. Tumor biopsy and histologic examination are the standard for determining histologic lung cancer subtypes. Liquid biopsy, particularly cell-free DNA (cfDNA), has recently shown promising results in cancer detection and classification. In this study, we investigate the potential of cfDNA methylome for the noninvasive classification of lung cancer histologic subtypes. We focused on the two most prevalent lung cancer subtypes, lung adenocarcinoma and lung squamous cell carcinoma. Using a fragment-based marker discovery approach, we identified robust subtype-specific methylation markers from tumor samples. These markers were successfully validated in independent cohorts and associated with subtype-specific transcriptional activity. Leveraging these markers, we constructed a subtype classification model using cfDNA methylation profiles, achieving an AUC of 0.808 in cross-validation and an AUC of 0.747 in the independent validation. Tumor copy-number alterations inferred from cfDNA methylome analysis revealed potential for treatment selection. In summary, our study demonstrates the potential of cfDNA methylome analysis for noninvasive lung cancer subtyping, offering insights for cancer monitoring and early detection. SIGNIFICANCE: This study explores the use of cfDNA methylomes for the classification of lung cancer subtypes, vital for effective treatment. By identifying specific methylation markers in tumor tissues, we developed a robust classification model achieving high accuracy for noninvasive subtype detection. This cfDNA methylome approach offers promising avenues for early detection and monitoring.


Subject(s)
Biomarkers, Tumor , Cell-Free Nucleic Acids , DNA Methylation , Epigenome , Lung Neoplasms , Humans , Lung Neoplasms/genetics , Lung Neoplasms/classification , Lung Neoplasms/pathology , Lung Neoplasms/diagnosis , Biomarkers, Tumor/genetics , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Male , Liquid Biopsy , Female , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/classification , Carcinoma, Squamous Cell/diagnosis , Adenocarcinoma of Lung/genetics , Adenocarcinoma of Lung/classification , Adenocarcinoma of Lung/diagnosis , Aged , Middle Aged
18.
BMC Cancer ; 24(1): 709, 2024 Jun 10.
Article in English | MEDLINE | ID: mdl-38853244

ABSTRACT

BACKGROUND: Pancreatic cancer, predominantly characterized by ductal adenocarcinoma (PDAC) accounts for 90% of cases and is the fourth leading cause of cancer-related deaths globally. Its incidence is notably increasing. This poor prognosis is primarily due to late-stage diagnosis (approximately 70% to 80% of patients are diagnosed at an advanced stage), aggressive tumor biology, and low sensitivity to chemotherapy. Consequently, it is crucial to identify and develop a simple, feasible and reproducible blood-based signature (i.e., combination of biomarkers) for early detection of PDAC. METHODS: The PANLIPSY study is a multi-center, non-interventional prospective clinical trial designed to achieve early detection of PDAC with high specificity and sensitivity, using a combinatorial approach in blood samples. These samples are collected from patients with resectable, borderline or locally advanced, and metastatic stage PDAC within the framework of the French Biological and Clinical Database for PDAC cohort (BACAP 2). All partners of the BACAP consortium are eligible to participate. The study will include 215 PDAC patients, plus 25 patients with benign pancreatic conditions from the PAncreatic Disease Cohort of TOuLouse (PACTOL) cohort, and 115 healthy controls, totaling 355 individuals. Circulating biomarkers will be collected in a total volume of 50 mL of blood, divided into one CellSave tube (10 mL), two CELL-FREE DNA BCT® preservative tubes (18 mL), and five EDTA tubes (22 mL in total). Samples preparation will adhere to the guidelines of the European Liquid Biopsy Society (ELBS). A unique feature of the study is the AI-based comparison of these complementary liquid biopsy biomarkers. Main end-points: i) to define a liquid biopsy signature that includes the most relevant circulating biomarkers, ii) to validate the multi-marker panel in an independent cohort of healthy controls and patients, with resectable PDAC, and iii) to establish a unique liquid biopsy biobank for PDAC study. DISCUSSION: The PANLIPSY study is a unique prospective non-interventional clinical trial that brings together liquid biopsy experts. The aim is to develop a biological signature for the early detection of PDAC based on AI-assisted detection of circulating biomarkers in blood samples (CTCs, ctDNA, EVs, circulating immune system, circulating cell-free nucleosomes, proteins, and microbiota). TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT06128343 / NCT05824403. Registration dates: June 8,2023 and April 21, 2023.


Subject(s)
Biomarkers, Tumor , Carcinoma, Pancreatic Ductal , Early Detection of Cancer , Pancreatic Neoplasms , Aged , Female , Humans , Male , Middle Aged , Biomarkers, Tumor/blood , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/diagnosis , Carcinoma, Pancreatic Ductal/pathology , Early Detection of Cancer/methods , France , Liquid Biopsy/methods , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/pathology , Prospective Studies
19.
BMC Cancer ; 24(1): 749, 2024 Jun 20.
Article in English | MEDLINE | ID: mdl-38902688

ABSTRACT

BACKGROUND: To explore challenges of liquid-based cytology (LBC) specimens for next-generation sequencing (NGS) in lung adenocarcinoma and evaluate the efficacy of targeted therapy. METHODS: A retrospective analysis was conducted on the NGS test of 357 cases of advanced lung adenocarcinoma LBC specimens and compared with results of histological specimens to assess the consistency. The impact of tumor cellularity on NGS test results was evaluated. The utility of epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) was collected. Clinical efficacy evaluation was performed and survival curve analysis was conducted using the Kaplan-Meier method. RESULTS: There were 275 TKI-naive and 82 TKI-treated specimens, the mutation rates of cancer-related genes detected in both groups were similar (86.2% vs. 86.6%). The EGFR mutation rate in the TKI treated group was higher than that in the TKI-naive group (69.5% > 54.9%, P = 0.019). There was no significant difference in the EGFR mutation frequency among different tumor cellularity in the TKI-naive group. However, in the TKI treated group, the frequency of EGFR sensitizing mutation and T790M resistance mutation in specimens with < 20% tumor cellularity was significantly lower than that in specimens with ≥ 20% tumor cellularity. Among 22 cases with matched histological specimens, 72.7% (16/22) of LBC specimens were completely consistent with results of histological specimens. Among 92 patients with EGFR-mutant lung adenocarcinoma treated with EGFR-TKIs in the two cohorts, 88 cases experienced progression, and the median progression-free survival (PFS) was 12.1 months. CONCLUSIONS: Cytological specimens are important sources for gene detection of advanced lung adenocarcinoma. When using LBC specimens for molecular testing, it is recommended to fully evaluate the tumor cellularity of the specimens.


Subject(s)
Adenocarcinoma of Lung , ErbB Receptors , High-Throughput Nucleotide Sequencing , Lung Neoplasms , Molecular Targeted Therapy , Mutation , Protein Kinase Inhibitors , Humans , Adenocarcinoma of Lung/genetics , Adenocarcinoma of Lung/drug therapy , Adenocarcinoma of Lung/pathology , Female , High-Throughput Nucleotide Sequencing/methods , Male , Middle Aged , Retrospective Studies , Aged , Lung Neoplasms/genetics , Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , ErbB Receptors/genetics , Protein Kinase Inhibitors/therapeutic use , Molecular Targeted Therapy/methods , Adult , Liquid Biopsy/methods , Aged, 80 and over , Biomarkers, Tumor/genetics , Cytology
20.
Nat Commun ; 15(1): 4814, 2024 Jun 11.
Article in English | MEDLINE | ID: mdl-38862469

ABSTRACT

A detailed understanding of how spaceflight affects human health is essential for long-term space exploration. Liquid biopsies allow for minimally-invasive multi-omics assessments that can resolve the molecular heterogeneity of internal tissues. Here, we report initial results from the JAXA Cell-Free Epigenome Study, a liquid biopsy study with six astronauts who resided on the International Space Station (ISS) for more than 120 days. Analysis of plasma cell-free RNA (cfRNA) collected before, during, and after spaceflight confirms previously reported mitochondrial dysregulation in space. Screening with 361 cell surface marker antibodies identifies a mitochondrial DNA-enriched fraction associated with the scavenger receptor CD36. RNA-sequencing of the CD36 fraction reveals tissue-enriched RNA species, suggesting the plasma mitochondrial components originated from various tissues. We compare our plasma cfRNA data to mouse plasma cfRNA data from a previous JAXA mission, which had used on-board artificial gravity, and discover a link between microgravity and the observed mitochondrial responses.


Subject(s)
CD36 Antigens , Cell-Free Nucleic Acids , DNA, Mitochondrial , Space Flight , Weightlessness , DNA, Mitochondrial/genetics , DNA, Mitochondrial/blood , Humans , Cell-Free Nucleic Acids/blood , Animals , Mice , CD36 Antigens/metabolism , CD36 Antigens/genetics , Mitochondria/metabolism , Mitochondria/genetics , Male , Astronauts , RNA/metabolism , RNA/genetics , Liquid Biopsy/methods , RNA, Mitochondrial/metabolism , RNA, Mitochondrial/genetics , Female , Middle Aged , Adult
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