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1.
Mol Biol Rep ; 51(1): 1035, 2024 Oct 03.
Article in English | MEDLINE | ID: mdl-39361107

ABSTRACT

BACKGROUND: Central nervous system lymphoma (CNSL) is a devastating disease with a poor prognosis. Early diagnosis, monitoring of the treatment response, and outcome prediction carry the utmost importance in the management of patients with CNSL. Surgical biopsy is the gold standard for tissue diagnosis, however, this procedure has potential complications. Therefore, there is a need for a method that provides information about diagnosis and patient monitoring to avoid surgical risks. The study aimed to investigate potential diagnostic biomarkers for patients with CNSL. METHODS AND RESULTS: Patients with secondary CNSL were included in this study. Serum and cerebrospinal fluid (CSF) samples were collected before treatment and after completion of the treatment. Cell-free DNA (cfDNA), exosomes, free and exosomal microRNA (miR)-15a, miR-21, miR-155, miR-210, and miR-19b in both serum and CSF were examined, and they were compared with the controls. Also, their levels before and after treatment were compared. Nine patients with the diagnosis of secondary CNSL were reviewed. cfDNA, miR-15a, and miR-155 in serum, and exosome in CSF were found to be significantly higher in CNSL patients compared to the controls. Exosomal miR-15a, miR-21, miR-155, miR-210, and miR-19b in CSF were found to be significantly higher in CNSL patients compared to controls, whereas their levels in serum were not significantly high. CONCLUSIONS: Our findings suggested that exosomes and exosomal miR-15a, miR-21, miR-155, miR-210 and miR-19b in CSF would be promising biomarkers for the diagnosis of patients with CNSL. Further studies are needed to confirm our findings.


Subject(s)
Biomarkers, Tumor , Central Nervous System Neoplasms , Exosomes , Lymphoma , MicroRNAs , Humans , Exosomes/metabolism , Exosomes/genetics , MicroRNAs/genetics , MicroRNAs/cerebrospinal fluid , MicroRNAs/blood , Liquid Biopsy/methods , Male , Female , Central Nervous System Neoplasms/cerebrospinal fluid , Central Nervous System Neoplasms/diagnosis , Central Nervous System Neoplasms/genetics , Middle Aged , Biomarkers, Tumor/cerebrospinal fluid , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , Adult , Lymphoma/cerebrospinal fluid , Lymphoma/diagnosis , Lymphoma/genetics , Lymphoma/blood , Aged , Cell-Free Nucleic Acids/cerebrospinal fluid , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood
2.
BMC Med Genomics ; 17(1): 243, 2024 Oct 04.
Article in English | MEDLINE | ID: mdl-39363185

ABSTRACT

BACKGROUND: The mortality rate of COVID-19 patients with critical symptoms is reported to be 40.5%. Early identification of patients with poor progression in the critical cohort is essential to timely clinical intervention and reduction of mortality. Although older age, chronic diseases, have been recognized as risk factors for COVID-19 mortality, we still lack an accurate prediction method for every patient. This study aimed to delve into the cell-free DNA fragmentomics of critically ill patients, and develop new promising biomarkers for identifying the patients with high mortality risk. METHODS: We utilized whole genome sequencing on the plasma cell-free DNA (cfDNA) from 33 COVID-19 patients with critical symptoms, whose outcomes were classified as survival (n = 16) and death (n = 17). Mitochondrial DNA (mtDNA) abundance and fragmentomic properties of cfDNA, including size profiles, ends motif and promoter coverages were interrogated and compared between survival and death groups. RESULTS: Significantly decreased abundance (~ 76% reduction) and dramatically shorter fragment size of cell-free mtDNA were observed in deceased patients. Likewise, the deceased patients exhibited distinct end-motif patterns of cfDNA with an enhanced preference for "CC" started motifs, which are related to the activity of nuclease DNASE1L3. Several dysregulated genes involved in the COVID-19 progression-related pathways were further inferred from promoter coverages. These informative cfDNA features enabled a high PPV of 83.3% in predicting deceased patients in the critical cohort. CONCLUSION: The dysregulated biological processes observed in COVID-19 patients with fatal outcomes may contribute to abnormal release and modifications of plasma cfDNA. Our findings provided the feasibility of plasma cfDNA as a promising biomarker in the prognosis prediction in critically ill COVID-19 patients in clinical practice.


Subject(s)
COVID-19 , Cell-Free Nucleic Acids , Critical Illness , DNA, Mitochondrial , Humans , COVID-19/blood , COVID-19/mortality , COVID-19/genetics , COVID-19/virology , DNA, Mitochondrial/blood , DNA, Mitochondrial/genetics , Prognosis , Male , Female , Aged , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/genetics , Middle Aged , SARS-CoV-2/isolation & purification , SARS-CoV-2/genetics , Biomarkers/blood , Cell Nucleus , Adult
3.
Epigenetics ; 19(1): 2408146, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39370847

ABSTRACT

Sepsis-induced acute kidney injury (SI-AKI) is a common clinical syndrome that is associated with high mortality and morbidity. Effective timely detection may improve the outcome of SI-AKI. Kidney-derived cell-free DNA (cfDNA) may provide new insight into understanding and identifying SI-AKI. Plasma cfDNA from 82 healthy individuals, 7 patients with sepsis non-acute kidney injury (SN-AKI), and 9 patients with SI-AKI was subjected to genomic methylation sequencing. We deconstructed the relative contribution of cfDNA from different cell types based on cell-specific methylation markers and focused on exploring the association between kidney-derived cfDNA and SI-AKI.Based on the deconvolution of the cfDNA methylome: SI-AKI patients displayed the elevated cfDNA concentrations with an increased contribution of kidney epithelial cells (kidney-Ep) DNA; kidney-Ep derived cfDNA achieved high accuracy in distinguishing SI-AKI from SN-AKI (AUC = 0.92, 95% CI 0.7801-1); the higher kidney-ep cfDNA concentrations tended to correlate with more advanced stages of SI-AKI; strikingly, SN-AKI patients with potential kidney damage unmet by SI-AKI criteria showed higher levels of kidney-Ep derived cfDNA than healthy individuals. The autonomous screening of kidney-Ep (n = 24) and kidney endothelial (kidney-Endo, n = 12) specific methylation markers indicated the unique identity of kidney-Ep/kidney-Endo compared with other cell types, and its targeted assessment reproduced the main findings of the deconvolution of the cfDNA methylome. Our study first demonstrates that kidney-Ep- and kidney-Endo-specific methylation markers can serve as a novel marker for SI-AKI emergence, supporting further exploration of the utility of kidney-specific cfDNA methylation markers in the study of SI-AKI.


Subject(s)
Acute Kidney Injury , Cell-Free Nucleic Acids , DNA Methylation , Kidney , Sepsis , Humans , Sepsis/genetics , Sepsis/complications , Sepsis/blood , Acute Kidney Injury/genetics , Acute Kidney Injury/blood , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/genetics , Male , Female , Middle Aged , Kidney/metabolism , Kidney/pathology , Aged , Biomarkers/blood , Adult , Epithelial Cells/metabolism
4.
Ann Med ; 56(1): 2402071, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39262391

ABSTRACT

BACKGROUND: This study aimed to evaluate the efficiency of noninvasive prenatal screening (NIPS) technology in screening for microdeletions in the 7q11.23 region. METHODS: 19,607 pregnant women underwent NIPS in our hospital. Maternal peripheral cell-free foetal DNA (cffDNA) was routinely screened for aneuploidy by cffDNA enrichment and simultaneously analyzed for pathogenic copy number variants (CNVs). The Williams syndrome (WS) 7q11.23 region was targeted in this study. Chromosomal microarray analysis (CMA) was used to verify the screen-positive samples. RESULTS: The mean concentration of cffDNA before and after enrichment increased from 9.44% to 19.32%, with a statistically significant difference. Two out of 19,607 samples tested for CNVs were found to have a heterozygous deletion at the 7q11.23 region, indicating a high risk for WS. CMA results confirmed the 1.5 megabase (Mb) deletions at the 7q11.23 region in amniotic fluid samples. One of the two WS foetuses had a small left ventricle by ultrasound screening, and the other did not have a significant cardiovascular abnormality phenotype. CONCLUSIONS: NIPS screening for Williams syndrome can be achieved by enriching cell-free foetal DNA and improving bioinformatic analysis algorithms.


Subject(s)
Cell-Free Nucleic Acids , DNA Copy Number Variations , Noninvasive Prenatal Testing , Williams Syndrome , Humans , Williams Syndrome/genetics , Williams Syndrome/diagnosis , Female , Pregnancy , Noninvasive Prenatal Testing/methods , Noninvasive Prenatal Testing/statistics & numerical data , Adult , Cell-Free Nucleic Acids/analysis , Cell-Free Nucleic Acids/genetics , Chromosomes, Human, Pair 7/genetics , Prenatal Diagnosis/methods , Chromosome Deletion
5.
Commun Biol ; 7(1): 1086, 2024 Sep 04.
Article in English | MEDLINE | ID: mdl-39232115

ABSTRACT

Cell-free DNA (cfDNA) has emerged as a pivotal player in precision medicine, revolutionizing the diagnostic and therapeutic landscape. While its clinical applications have significantly increased in recent years, current cfDNA assays have limited ability to identify the active transcriptional programs that govern complex disease phenotypes and capture the heterogeneity of the disease. To address these limitations, we have developed a non-invasive platform to enrich and examine the active chromatin fragments (cfDNAac) in peripheral blood. The deconvolution of the cfDNAac signal from traditional nucleosomal chromatin fragments (cfDNAnuc) yields a catalog of features linking these circulating chromatin signals in blood to specific regulatory elements across the genome, including enhancers, promoters, and highly transcribed genes, mirroring the epigenetic data from the ENCODE project. Notably, these cfDNAac counts correlate strongly with RNA polymerase II activity and exhibit distinct expression patterns for known circadian genes. Additionally, cfDNAac signals across gene bodies and promoters show strong correlations with whole blood gene expression levels defined by GTEx. This study illustrates the utility of cfDNAac analysis for investigating epigenomics and gene expression, underscoring its potential for a wide range of clinical applications in precision medicine.


Subject(s)
Cell-Free Nucleic Acids , Chromatin , Chromatin/genetics , Chromatin/metabolism , Humans , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/genetics , Promoter Regions, Genetic , Epigenesis, Genetic , Epigenomics/methods , RNA Polymerase II/metabolism , RNA Polymerase II/genetics , Nucleosomes/metabolism , Nucleosomes/genetics
6.
Cancer Med ; 13(17): e70197, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39233657

ABSTRACT

BACKGROUD: Supernatants from various cytological samples, including body cavity effusion, sputum, bronchoalveolar lavage fluid (BALF), and needle aspiration, have been validated for detecting genetic alterations using cell-free DNA (cfDNA) in patients with non-small cell lung cancer (NSCLC). However, the sensitivity of fusion variations detection remains challenging. The protection of cell-free RNA (cfRNA) is critical for resolving the issue. METHODS: A protective solution (PS) was applied for preserving cfRNA in cytological supernatant (CS), and the quality of protected cfRNA was assessed by cycle threshold (CT) values from reverse transcription quantitative polymerase chain reaction (RT-qPCR). Furthermore, we collected an additional set of malignant cytological and matched tumor samples from 84 NSCLC patients, cfDNA & cfRNA extraction and double detection for driver gene mutations was validated using the multi-gene mutations detection by RT-qPCR. RESULTS: Under the optimal protection system, 91.0% (101/111) of cfRNA were protected effectively. Among the 84 NSCLC patient samples, seven cytological samples failed the tests. In comparison with tumor samples, the overall sensitivity and specificity of detecting driver genes of supernatant cfDNA and cfRNA were 93.8% (74/77) and 100% (77/77), respectively. Notably, when focusing exclusively on patients with fusion gene changes, both sensitivity and specificity reached 100% (11/11) for EML4-ALK, ROS1, RET fusions, and MET ex14 skipping. CONCLUSION: These findings suggest that cfDNA & cfRNA extraction and double detection strategy recommended in this study improve the accuracy of driver genes mutations test, especially for RNA-based assay.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Cell-Free Nucleic Acids , Lung Neoplasms , Humans , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Lung Neoplasms/diagnosis , Cell-Free Nucleic Acids/genetics , Mutation , Male , Female , Biomarkers, Tumor/genetics , Sensitivity and Specificity , Middle Aged , Aged , Oncogene Proteins, Fusion/genetics , Protein-Tyrosine Kinases , Proto-Oncogene Proteins
7.
PLoS One ; 19(9): e0308176, 2024.
Article in English | MEDLINE | ID: mdl-39264897

ABSTRACT

Breast cancer (BC) has different molecular subgroups related to different risks and treatments. Tumor biopsies for BC detection are invasive and may not reflect tumor heterogeneity. Liquid biopsies have become relevant because they might overcome these limitations. We rationalize that liquid cfDNA biopsies through shallow whole genome sequencing (sWGS) could improve the detection of tumor alterations, complementing the genomic profiling. We evaluated the feasibility to detect somatic copy number alterations (SCNAs) in BC using shallow whole genome sequencing (sWGS) in cfDNA from archived samples from National Cancer Institute of Colombia patients. We sequenced tumor tissues from 38 BC patients with different molecular subtypes using a gene panel of 176 genes significantly mutated in cancer, and by liquid biopsies using sWGS on 20 paired samples to detect SCNAs and compare with the tumor samples. We identified an extensive intertumoral heterogeneity between the molecular subtypes of BC, with a mean tumor load of 602 mutations in the gene panel of tumor tissues. There was a 12.3% of concordance in deletions in the cfDNA-tumor pairs considering only the genes covered by the panel encompassing seven genes: BRCA1, CDK12, NF1, MAP2K4, NCOR1, TP53, and KEAP1 in three patients. This study shows the feasibility to complement the genomic analysis of tumor tissue biopsies to detect SCNA in BC using sWGS in cfDNA, providing a wider identification of potential therapeutic targets.


Subject(s)
Breast Neoplasms , Mutation , Whole Genome Sequencing , Humans , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Female , Whole Genome Sequencing/methods , Middle Aged , DNA Copy Number Variations , Adult , Aged , Biomarkers, Tumor/genetics , Circulating Tumor DNA/genetics , Cell-Free Nucleic Acids/genetics
8.
Oral Oncol ; 158: 107011, 2024 Nov.
Article in English | MEDLINE | ID: mdl-39236578

ABSTRACT

Liquid biopsy profiling is gaining increasing promise towards biomarker-led identification and disease stratification of tumours, particularly for tumours displaying significant intra-tumoural heterogeneity (ITH). For head and neck squamous cell carcinoma (HNSCC), which display high levels of genetic ITH, identification of epigenetic modifications and methylation signatures has shown multiple uses in stratification of HNSCC for prognosis, treatment, and HPV status. In this study, we investigated the potential of liquid biopsy methylomics and genomic copy number to profile HNSCC. We conducted multi-region sampling of tumour core, tumour margin and normal adjacent mucosa, as well as plasma cell-free DNA (cfDNA) across 9 HNSCC patients. Collectively, our work highlights the prevalence of methylomic ITH in HNSCC, and demonstrates the potential of cfDNA methylation as a tool for ITH assessment and serial sampling.


Subject(s)
DNA Copy Number Variations , DNA Methylation , Head and Neck Neoplasms , Squamous Cell Carcinoma of Head and Neck , Humans , Squamous Cell Carcinoma of Head and Neck/genetics , Squamous Cell Carcinoma of Head and Neck/virology , Squamous Cell Carcinoma of Head and Neck/pathology , Liquid Biopsy/methods , Head and Neck Neoplasms/genetics , Head and Neck Neoplasms/pathology , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Male , Female , Middle Aged , Aged , Biomarkers, Tumor/genetics
9.
J Exp Clin Cancer Res ; 43(1): 264, 2024 Sep 20.
Article in English | MEDLINE | ID: mdl-39304963

ABSTRACT

BACKGROUND: There has been a rise in endometrial cancer (EC) incidence leading to increased mortality. To counter this trend, improving the stratification of post-surgery recurrence risk and anticipating disease relapse and treatment resistance is essential. Liquid biopsy analyses offer a promising tool for these clinical challenges, though the best strategy for applying them in EC must be defined. This study was designed to determine the value of cfDNA/ctDNA monitoring in improving the clinical management of patients with localized and recurrent disease. METHODS: Plasma samples and uterine aspirates (UA) from 198 EC patients were collected at surgery and over time. The genetic landscape of UAs was characterized using targeted sequencing. Total cfDNA was analyzed for ctDNA presence based on the UA mutational profile. RESULTS: High cfDNA levels and detectable ctDNA at baseline correlated with poor prognosis for DFS (p-value < 0.0001; HR = 9.25) and DSS (p-value < 0.0001; HR = 11.20). This remained clinically significant when stratifying tumors by histopathological risk factors. Of note, cfDNA/ctDNA analyses discriminated patients with early post-surgery relapse and the ctDNA kinetics served to identify patients undergoing relapse before any clinical evidence emerged. CONCLUSIONS: This is the most comprehensive study on cfDNA/ctDNA characterization in EC, demonstrating its value in improving risk stratification and anticipating disease relapse in patients with localized disease. CtDNA kinetics assessment complements current strategies to monitor the disease evolution and the treatment response. Therefore, implementing cfDNA/ctDNA monitoring in clinical routines offers a unique opportunity to improve EC management. TRANSLATIONAL RELEVANCE: The study demonstrates that high levels of cfDNA and detectable ctDNA at baseline are strong indicators of poor prognosis. This enables more accurate risk stratification beyond traditional histopathological factors, allowing clinicians to identify high-risk patients who may benefit from more aggressive treatment and closer monitoring. Moreover, longitudinal analysis of cfDNA/ctDNA can detect disease recurrence months before clinical symptoms or imaging evidence appear. This early warning system offers a significant advantage in clinical practice, providing a window of opportunity for early intervention and potentially improving patient outcomes.


Subject(s)
Circulating Tumor DNA , Endometrial Neoplasms , Humans , Female , Endometrial Neoplasms/genetics , Endometrial Neoplasms/blood , Endometrial Neoplasms/pathology , Circulating Tumor DNA/genetics , Circulating Tumor DNA/blood , Middle Aged , Aged , Follow-Up Studies , Prognosis , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , Risk Assessment/methods , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/blood , Neoplasm Recurrence, Local/pathology , Adult , Aged, 80 and over
10.
Proc Natl Acad Sci U S A ; 121(37): e2403897121, 2024 Sep 10.
Article in English | MEDLINE | ID: mdl-39240972

ABSTRACT

Inflammatory syndromes, including those caused by infection, are a major cause of hospital admissions among children and are often misdiagnosed because of a lack of advanced molecular diagnostic tools. In this study, we explored the utility of circulating cell-free RNA (cfRNA) in plasma as an analyte for the differential diagnosis and characterization of pediatric inflammatory syndromes. We profiled cfRNA in 370 plasma samples from pediatric patients with a range of inflammatory conditions, including Kawasaki disease (KD), multisystem inflammatory syndrome in children (MIS-C), viral infections, and bacterial infections. We developed machine learning models based on these cfRNA profiles, which effectively differentiated KD from MIS-C-two conditions presenting with overlapping symptoms-with high performance [test area under the curve = 0.98]. We further extended this methodology into a multiclass machine learning framework that achieved 80% accuracy in distinguishing among KD, MIS-C, viral, and bacterial infections. We further demonstrated that cfRNA profiles can be used to quantify injury to specific tissues and organs, including the liver, heart, endothelium, nervous system, and the upper respiratory tract. Overall, this study identified cfRNA as a versatile analyte for the differential diagnosis and characterization of a wide range of pediatric inflammatory syndromes.


Subject(s)
Cell-Free Nucleic Acids , Machine Learning , Mucocutaneous Lymph Node Syndrome , Systemic Inflammatory Response Syndrome , Humans , Child , Systemic Inflammatory Response Syndrome/diagnosis , Systemic Inflammatory Response Syndrome/blood , Child, Preschool , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/genetics , Male , Female , Mucocutaneous Lymph Node Syndrome/diagnosis , Mucocutaneous Lymph Node Syndrome/blood , Mucocutaneous Lymph Node Syndrome/genetics , Diagnosis, Differential , Infant , Inflammation/blood , Bacterial Infections/diagnosis , Bacterial Infections/blood , Adolescent , Virus Diseases/diagnosis , Virus Diseases/blood , Virus Diseases/genetics , Biomarkers/blood , COVID-19/complications
11.
Cell Adh Migr ; 18(1): 1-26, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39219215

ABSTRACT

The current constraints associated with cancer diagnosis and molecular profiling, which rely on invasive tissue biopsies or clinical imaging, have spurred the emergence of the liquid biopsy field. Liquid biopsy involves the extraction of circulating tumor cells (CTCs), circulating free or circulating tumor DNA (cfDNA or ctDNA), circulating cell-free RNA (cfRNA), extracellular vesicles (EVs), and tumor-educated platelets (TEPs) from bodily fluid samples. Subsequently, these components undergo molecular characterization to identify biomarkers that are critical for early cancer detection, prognosis, therapeutic assessment, and post-treatment monitoring. These innovative biosources exhibit characteristics analogous to those of the primary tumor from which they originate or interact. This review comprehensively explores the diverse technologies and methodologies employed for processing these biosources, along with their principal clinical applications.


Subject(s)
Biomarkers, Tumor , Neoplasms , Neoplastic Cells, Circulating , Humans , Liquid Biopsy/methods , Neoplasms/pathology , Neoplasms/diagnosis , Neoplasms/metabolism , Neoplasms/genetics , Neoplastic Cells, Circulating/metabolism , Neoplastic Cells, Circulating/pathology , Biomarkers, Tumor/metabolism , Extracellular Vesicles/metabolism , Circulating Tumor DNA , Cell-Free Nucleic Acids/genetics
13.
BMC Res Notes ; 17(1): 264, 2024 Sep 13.
Article in English | MEDLINE | ID: mdl-39272211

ABSTRACT

OBJECTIVE: Cancer is currently the most common cause of death in adult dogs. Like humans, dogs have a one-third chance of developing cancer in their lifetime. We used shallow whole-genome sequencing (sWGS) to analyze blood cell-free DNA (cfDNA) from four tumor-bearing dogs (one with benign and three with malignant tumors) and 38 healthy dogs. RESULTS: Similar to the results observed in the healthy dogs, no copy number aberration (CNA) was detected in the dog with benign lipomas, and the distribution of cfDNA fragment size (FS) closely resembled that of the healthy dogs. However, among the three dogs diagnosed with malignant tumors, two dogs exhibited varying degrees and quantities of CNAs. Compared to the distribution of FS in the healthy dogs, the cancer dogs exhibited a noticeable shift towards shorter lengths. These findings indicated that CNA and FS profiles derived from sWGS data can be used for non-invasive cancer detection in dogs.


Subject(s)
Cell-Free Nucleic Acids , Dog Diseases , Neoplasms , Dogs , Animals , Dog Diseases/genetics , Dog Diseases/blood , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Neoplasms/genetics , Neoplasms/veterinary , Neoplasms/blood , Whole Genome Sequencing , DNA Copy Number Variations/genetics , Female , Male , Genomics/methods
14.
Front Immunol ; 15: 1435578, 2024.
Article in English | MEDLINE | ID: mdl-39308855

ABSTRACT

The donor-derived cell-free DNA (ddcfDNA) is found in the plasma and urine of kidney transplant recipients and displays notable potential in diagnosing rejection, specifically antibody-mediated rejection (ABMR). Nonetheless, the quantitative methods of ddcfDNA lacking standardization and diverse detection techniques can impact the test outcomes. Besides, both the fraction and absolute values of ddcfDNA have been reported as valuable markers for rejection diagnosis, but they carry distinct meanings and are special in various pathological conditions. Additionally, ddcfDNA is highly sensitive to kidney transplant injury. The various sampling times and combination with other diseases can indeed impact ddcfDNA detection values. This review comprehensively analyses the various factors affecting ddcfDNA detection in kidney transplantation, including the number of SNPs and sequencing depths. Furthermore, different pathological conditions, distinct sampling time points, and the presence of complex heterologous signals can influence ddcfDNA testing results in kidney transplantation. The review also provides insights into ddcfDNA testing on different platforms along with key considerations.


Subject(s)
Cell-Free Nucleic Acids , Graft Rejection , Kidney Transplantation , Tissue Donors , Humans , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/genetics , Graft Rejection/diagnosis , Graft Rejection/immunology , Graft Rejection/genetics , Biomarkers/blood , Polymorphism, Single Nucleotide
15.
Genes (Basel) ; 15(9)2024 Sep 03.
Article in English | MEDLINE | ID: mdl-39336751

ABSTRACT

In the era of precision oncology, identifying abnormal genetic and epigenetic alterations has transformed the way cancer is diagnosed, managed, and treated. 5-hydroxymethylcytosine (5hmC) is an emerging epigenetic modification formed through the oxidation of 5-methylcytosine (5mC) by ten-eleven translocase (TET) enzymes. DNA hydroxymethylation exhibits tissue- and cancer-specific patterns and is essential in DNA demethylation and gene regulation. Recent advancements in 5hmC detection methods and the discovery of 5hmC in cell-free DNA (cfDNA) have highlighted the potential for cell-free 5hmC as a cancer biomarker. This review explores the current and emerging techniques and applications of DNA hydroxymethylation in cancer, particularly in the context of cfDNA.


Subject(s)
5-Methylcytosine , Biomarkers, Tumor , Cell-Free Nucleic Acids , DNA Methylation , Neoplasms , Humans , 5-Methylcytosine/analogs & derivatives , 5-Methylcytosine/metabolism , Neoplasms/genetics , Neoplasms/diagnosis , Cell-Free Nucleic Acids/genetics , Biomarkers, Tumor/genetics , Epigenesis, Genetic
16.
Int J Mol Sci ; 25(18)2024 Sep 16.
Article in English | MEDLINE | ID: mdl-39337470

ABSTRACT

The potential of RNA-based liquid biopsy is increasingly being recognized in diffuse large B-cell lymphoma (DLBCL), the most common subtype of non-Hodgkin's lymphoma. This study explores the cell-free transcriptome in a humanized DLBCL patient-derived tumor xenograft (PDTX) model. Blood plasma samples (n = 171) derived from a DLBCL PDTX model, including 27 humanized (HIS) PDTX, 8 HIS non-PDTX, and 21 non-HIS PDTX non-obese diabetic (NOD)-scid IL2Rgnull (NSG) mice were collected during humanization, xenografting, treatment, and sacrifice. The mice were treated with either rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP), CD20-targeted human IFNα2-based AcTaferon combined with CHOP (huCD20-Fc-AFN-CHOP), or phosphate-buffered saline (PBS). RNA was extracted using the miRNeasy serum/plasma kit and sequenced on the NovaSeq 6000 platform. RNA sequencing data of the formalin-fixed paraffin-embedded (FFPE) tissue and blood plasma samples of the original patient were included. Flow cytometry was performed on immune cells isolated from whole blood, spleen, and bone marrow. Bulk deconvolution was performed using the Tabula Sapiens v1 basis matrix. Both R-CHOP and huCD20-Fc-AFN-CHOP were able to control tumor growth in most mice. Xenograft tumor volume was strongly associated with circulating tumor RNA (ctRNA) concentration (p < 0.001, R = 0.89), as well as with the number of detected human genes (p < 0.001, R = 0.79). Abundance analysis identified tumor-specific biomarkers that were dynamically tracked during tumor growth or treatment. An 8-gene signature demonstrated high accuracy for assessing therapy response (AUC 0.92). The tumoral gene detectability in the ctRNA of the PDTX-derived plasma was associated with RNA abundance levels in the patient's tumor tissue and blood plasma (p < 0.001), confirming that tumoral gene abundance contributes to the cell-free RNA (cfRNA) profile. Decomposing the transcriptome, however, revealed high inter- and intra-mouse variability, which was lower in the HIS PDTX mice, indicating an impact of human engraftment on the stability and profile of cfRNA. Immunochemotherapy resulted in B cell depletion, and tumor clearance was reflected by a decrease in the fraction of human CD45+ cells. Lastly, bulk deconvolution provided complementary biological insights into the composition of the tumor and circulating immune system. In conclusion, the blood plasma-derived transcriptome serves as a biomarker source in a preclinical PDTX model, enables the assessment of biological pathways, and enhances the understanding of cfRNA dynamics.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols , Cyclophosphamide , Lymphoma, Large B-Cell, Diffuse , Mice, Inbred NOD , Mice, SCID , Prednisone , Rituximab , Transcriptome , Vincristine , Xenograft Model Antitumor Assays , Lymphoma, Large B-Cell, Diffuse/genetics , Lymphoma, Large B-Cell, Diffuse/pathology , Animals , Humans , Mice , Liquid Biopsy/methods , Rituximab/therapeutic use , Prednisone/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Doxorubicin , Biomarkers, Tumor/genetics , Male , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Female , Gene Expression Regulation, Neoplastic
18.
Biomolecules ; 14(8)2024 Aug 13.
Article in English | MEDLINE | ID: mdl-39199384

ABSTRACT

This study was conducted with the primary objective of assessing the performance of cfDNA methylation in the detection of colorectal cancer (CRC). Five tumor tissue, 20 peripheral blood leucocyte, and 169 cfDNA samples were collected for whole-genome bisulfite sequencing (WGBS) analysis. Bioinformatic analysis was conducted to identify differentially methylated regions (DMRs) and their functional characteristics. Quantitative methylation-specific PCR (qMSP) was used to validate the methylation levels of DMRs in the tissues and leucocytes. cfDNA samples from CRC patients and healthy controls were used to evaluate the performance of the DMR analysis. WGBS analysis revealed a decrease in DNA methylation levels in the CpG context in CRC tumor tissues compared with adjacent normal tissues. A total of 132 DMRs in cfDNA were identified as potential markers for diagnosing CRC. In a cohort of 95 CRC patients and 74 healthy controls, a combination of the three DMRs (DAB1, PPP2R5C, and FAM19A5) yielded an AUC of 0.763, achieving 64.21% sensitivity and 78.38% specificity in discriminating CRC patients from healthy controls. This study provides insights into DNA methylation patterns in CRC and identifies a set of DMRs in cfDNA with potential diagnostic value for CRC. These DMRs hold promise as biomarkers for CRC detection, offering promise for non-invasive CRC diagnosis. Further research is warranted to validate these findings in larger cohorts.


Subject(s)
Biomarkers, Tumor , Cell-Free Nucleic Acids , Colorectal Neoplasms , DNA Methylation , Humans , Colorectal Neoplasms/genetics , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/blood , Male , Female , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Middle Aged , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , Aged , CpG Islands/genetics , Case-Control Studies
19.
Nat Commun ; 15(1): 7386, 2024 Aug 27.
Article in English | MEDLINE | ID: mdl-39191772

ABSTRACT

Germline pathogenic TP53 variants predispose individuals to a high lifetime risk of developing multiple cancers and are the hallmark feature of Li-Fraumeni syndrome (LFS). Our group has previously shown that LFS patients harbor shorter plasma cell-free DNA fragmentation; independent of cancer status. To understand the functional underpinning of cfDNA fragmentation in LFS, we conducted a fragmentomic analysis of 199 cfDNA samples from 82 TP53 mutation carriers and 30 healthy TP53-wildtype controls. We find that LFS individuals exhibit an increased prevalence of A/T nucleotides at fragment ends, dysregulated nucleosome positioning at p53 binding sites, and loci-specific changes in chromatin accessibility at development-associated transcription factor binding sites and at cancer-associated open chromatin regions. Machine learning classification resulted in robust differentiation between TP53 mutant versus wildtype cfDNA samples (AUC-ROC = 0.710-1.000) and intra-patient longitudinal analysis of ctDNA fragmentation signal enabled early cancer detection. These results suggest that cfDNA fragmentation may be a useful diagnostic tool in LFS patients and provides an important baseline for cancer early detection.


Subject(s)
Cell-Free Nucleic Acids , DNA Fragmentation , Germ-Line Mutation , Li-Fraumeni Syndrome , Tumor Suppressor Protein p53 , Humans , Tumor Suppressor Protein p53/genetics , Male , Female , Li-Fraumeni Syndrome/genetics , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Adult , Young Adult , Middle Aged , Circulating Tumor DNA/genetics , Circulating Tumor DNA/blood , Adolescent , Neoplasms/genetics , Neoplasms/pathology , Chromatin/genetics , Chromatin/metabolism , Machine Learning , Heterozygote , Child , Nucleosomes/metabolism , Nucleosomes/genetics , Early Detection of Cancer
20.
Transl Res ; 273: 115-126, 2024 Nov.
Article in English | MEDLINE | ID: mdl-39173965

ABSTRACT

Extrachromosomal circular DNA (eccDNA) derived from linear chromosomes, are showed typical nucleosomal ladder pattern in agarose gel which as a known feature of apoptosis and demonstrated to be immunogenicity. In systemic lupus erythematosus (SLE) patients, elevated levels of cell-free DNA (cfDNA) can be found in either linear forms or circular forms, while circular ones are much less common and harder to detect. The molecular characteristics and function of circular forms in plasma SLE patients remains elusive. Herein, we characterized the hallmarks of plasma eccDNA in SLE patients, including the lower normalized number and GC content of eccDNA in SLE plasma than in the healthy, and SLE eccDNA number positively correlated with C3 and negatively with anti-dsDNA antibodies. The differential eccGenes (eccDNAs carrying the protein coding gene sequence) of SLE was significantly enriched in apoptosis-related pathways. The artificially synthesized eccDNA with sequences of the PRF1 exon region could promote transcriptional expression of PRF1, IFNA and IFIT3 and inhibit early-stage apoptosis. Plasma eccDNA can serve as a novel autoantigen in the pathogenesis of SLE.


Subject(s)
Apoptosis , DNA, Circular , Lupus Erythematosus, Systemic , Lupus Erythematosus, Systemic/genetics , Lupus Erythematosus, Systemic/immunology , Humans , DNA, Circular/genetics , Female , Adult , Male , Middle Aged , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/blood , Antibodies, Antinuclear/blood , Genome-Wide Association Study
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