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1.
Sci Rep ; 14(1): 10872, 2024 05 13.
Article in English | MEDLINE | ID: mdl-38740837

ABSTRACT

Urine is a rich source of nucleic acid biomarkers including cell-free DNA (cfDNA) and RNA for monitoring the health of kidney allografts. In this study, we aimed to evaluate whether urine filtration can serve as an alternative to the commonly used method of centrifugation to collect urinary fluid and cell pellets for isolating cfDNA and cellular messenger RNA (mRNA). We collected urine specimens from kidney allograft recipients and obtained the urine supernatant and cell pellet from each specimen using both filtration and centrifugation for paired analyses. We performed DNA sequencing to characterize the origin and properties of cfDNA, as well as quantitative PCR of mRNAs extracted from cell fractions. Our results showed that the biophysical properties of cfDNA, the microbial DNA content, and the tissues of origin of cfDNA were comparable between samples processed using filtration and centrifugation method. Similarly, mRNA quality and quantity obtained using both methods met our criteria for downstream application and the Ct values for each mRNA were comparable between the two techniques.The Ct values demonstrated a high degree of correlation. These findings suggest that urine filtration is a viable alternative to urine centrifugation for isolation of nucleic acid biomarkers from urine specimens.


Subject(s)
Biomarkers , Cell-Free Nucleic Acids , Centrifugation , Filtration , Kidney Transplantation , Humans , Centrifugation/methods , Biomarkers/urine , Filtration/methods , Cell-Free Nucleic Acids/urine , Cell-Free Nucleic Acids/isolation & purification , Cell-Free Nucleic Acids/analysis , RNA, Messenger/genetics , RNA, Messenger/urine , Male , Female , Middle Aged , Adult , Urine/chemistry
2.
J Cancer Res Ther ; 20(2): 563-569, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38454812

ABSTRACT

BACKGROUND: Urinary cell-free deoxyribonucleic acid (DNA) (ucfDNA) holds promise as a biomarker; however, its potential remains largely unexplored. We examined the fragmentation pattern of ucfDNA and identified somatic mutations within urine samples from metastatic breast cancer (MBC) patients. METHODS: Urine and blood specimens were collected before treatment from 45 MBC patients and posttreatment urine samples from 16 of the 45 patients at the China National Cancer Center. Somatic mutations and tumor mutational burden (TMB) in the urine and plasma of 10 patients were analyzed by next-generation sequencing (NGS). Fragmentation patterns of cfDNA were displayed using electropherograms. Differences in the extracted amount of cfDNA, length of cfDNA fragments, and TMB between urine and plasma were compared using a Wilcoxon test. RESULTS: The fragmentation patterns of ucfDNA were categorized as follows: (1) profile A (n = 26) containing a short peak (100-200 bp) and a long peak (>1500 bp); (2) profile B (n = 8) containing only a long peak; and (3) profile C (n = 11) containing flat pattern. For profile A patients, the short-peaked ucfDNA circulating in the bloodstream was much shorter compared with plasma cfDNA (149 vs. 171 bp, Wilcoxon test, P = 0.023). The fragmentation patterns in lung metastasis patients exhibited a higher propensity toward profile C ( P = 0.002). After treatment, 87.5% of the patients exhibited consistent fragmentation patterns. The concordance rate for somatic mutations in the plasma and urine was 30%, and the median TMB of urine and plasma was not significantly different. CONCLUSIONS: This study established a fragmentation pattern for ucfDNA and detected somatic mutations in the urine of MBC patients. These results suggest the potential application of ucfDNA as a biomarker for MBC.


Subject(s)
Biomarkers, Tumor , Breast Neoplasms , Cell-Free Nucleic Acids , High-Throughput Nucleotide Sequencing , Mutation , Humans , Female , Breast Neoplasms/pathology , Breast Neoplasms/genetics , Breast Neoplasms/urine , Breast Neoplasms/blood , Biomarkers, Tumor/urine , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , Middle Aged , Cell-Free Nucleic Acids/urine , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/genetics , Adult , Aged , DNA Fragmentation , Neoplasm Metastasis , Circulating Tumor DNA/genetics , Circulating Tumor DNA/urine , Circulating Tumor DNA/blood , Prognosis
4.
J Clin Lab Anal ; 37(21-22): e24984, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37991151

ABSTRACT

BACKGROUND: Urine holds promise as a source for cell-free DNA (cfDNA) analysis of cancer genetics due to its nature as a self-collectable biospecimen available in large quantities. However, pre-analytical variables such as preservation of cfDNA or efficiency of up-scaling specimen volume need to be better explored to increase analysis sensitivity. PATIENTS AND METHODS: Initially effects of pH levels on cfDNA stability of urine preserved with EDTA were investigated in three healthy probands. Furthermore, the efficiency of urine volume up-scaling was examined using a simple DNA extraction method and cfDNA in urine of 32 individuals. Quantification was performed by PCR detection of three relevant targets used for EGFR and KRAS gene mutational analysis. RESULTS: Only samples preserved with EDTA at alkaline pH levels showed cfDNA stability of up to 10 days at room temperature. Moreover, it was found that increasing the volume up to 100 mL was highly efficient. A similar amount of copies was detected in three different gene sites in all specimens indicating both a good availability and a non-random distribution pattern across genes. Since the median cfDNA copy number was 1642 copies/mL, abundance of cfDNA in this type of liquid biopsy is low. CONCLUSION: Predictable sensitivities with different urine volumes on the ground of detectable cfDNA in our study population revealed that up-scaling (>5 mL) is mandatory if the mutation allele frequency is less than 1%.


Subject(s)
Cell-Free Nucleic Acids , Lung Neoplasms , Humans , Lung Neoplasms/genetics , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/urine , Edetic Acid , Liquid Biopsy , DNA , Mutation/genetics
5.
Clin Chem ; 68(6): 814-825, 2022 06 01.
Article in English | MEDLINE | ID: mdl-35587713

ABSTRACT

BACKGROUND: This study was designed to investigate the association between donor-derived cell-free DNA (dd-cfDNA) and renal allograft injuries. METHODS: This single-center study enrolled 113 adult kidney transplant recipients with kidney biopsies. Plasma and urine dd-cfDNA was detected by target region capture sequencing. RESULTS: Plasma dd-cfDNA fraction was increased in multiple types of injuries, but most significantly in antibody-mediated rejection. Plasma dd-cfDNA fraction in isolated antibody-mediated rejection (1.94%, IQR: 1.15%, 2.33%) was higher than in T cell-mediated rejection (0.55%, IQR: 0.50%, 0.73%, P = 0.002) and negative biopsies (0.58%, IQR: 0.42%, 0.78%, P < 0.001), but lower than in mixed rejection (2.49%, IQR: 1.16%, 4.90%, P = 0.342). Increased urine dd-cfDNA concentration was associated with several types of injury, but most significantly with BK polyomavirus-associated nephropathy. Urine dd-cfDNA concentration in BK polyomavirus-associated nephropathy (12.22 ng/mL, IQR: 6.53 ng/mL, 31.66 ng/mL) was respectively higher than that in T cell-mediated rejection (5.24 ng/mL, IQR: 3.22 ng/mL, 6.99 ng/mL, P = 0.001), borderline change (3.93 ng/mL, IQR: 2.45 ng/mL, 6.30 ng/mL, P < 0.001), and negative biopsies (3.09 ng/mL, IQR: 1.94 ng/mL, 5.05 ng/mL, P < 0.001). Plasma dd-cfDNA fraction was positively associated with glomerulitis (r = 0.365, P < 0.001) and peri-tubular capillaritis (r = 0.344, P < 0.001), while urine dd-cfDNA concentration correlated with tubulitis (r = 0.302, P = 0.002). CONCLUSIONS: Both plasma and urine dd-cfDNA are sensitive markers for renal allograft injuries. The interpretation of a specific disease by dd-cfDNA should be combined with other clinical indicators.


Subject(s)
Cell-Free Nucleic Acids , Graft Rejection , Kidney Transplantation , Adult , Allografts , Antibodies , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/urine , Graft Rejection/diagnosis , Humans , Kidney , Tissue Donors
6.
J Zhejiang Univ Sci B ; 22(11): 917-928, 2021 Nov 15.
Article in English | MEDLINE | ID: mdl-34783222

ABSTRACT

BK polyomavirus-associated nephropathy (BKPyVAN) is a common cause of allograft failure. However, differentiation between BKPyVAN and type I T cell-mediated rejection (TCMR) is challenging when simian virus 40 (SV40) staining is negative, because of the similarities in histopathology. This study investigated whether donor-derived cell-free DNA (ddcfDNA) can be used to differentiate BKPyVAN. Target region capture sequencing was applied to detect the ddcfDNAs of 12 recipients with stable graft function, 22 with type I TCMR, 21 with proven BKPyVAN, and 5 with possible PyVAN. We found that urinary ddcfDNA levels were upregulated in recipients with graft injury, whereas plasma ddcfDNA levels were comparable for all groups. The median urinary concentrations and fractions of ddcfDNA in proven BKPyVAN recipients were significantly higher than those in type I TCMR recipients (10.4 vs. 6.1 ng/mL, P<0.001 and 68.4% vs. 55.3%, P=0.013, respectively). Urinary ddcfDNA fractions (not concentrations) were higher in the BKPyVAN-pure subgroup than in the BKPyVAN-rejection-like subgroup (81.30% vs. 56.64%, P=0.025). With a cut-off value of 7.81 ng/mL, urinary ddcfDNA concentrations distinguished proven BKPyVAN from type I TCMR (area under the curve (AUC)=0.848, 95% confidence interval (95% CI): 0.734 to 0.963). These findings suggest that urinary ddcfDNA is a non-invasive biomarker which can reliably differentiate BKPyVAN from type I TCMR.


Subject(s)
BK Virus , Cell-Free Nucleic Acids/urine , DNA, Viral/urine , Graft Rejection/etiology , Kidney Transplantation/adverse effects , Polyomavirus Infections/complications , Tissue Donors , Adult , Biomarkers , Female , Humans , Male , Middle Aged , Polyomavirus Infections/diagnosis , Prospective Studies , T-Lymphocytes/immunology
7.
Int J Infect Dis ; 112: 330-337, 2021 Nov.
Article in English | MEDLINE | ID: mdl-34562627

ABSTRACT

BACKGROUND: Urine cell-free DNA (cfDNA) is an attractive target for diagnosing pulmonary Mycobacterium tuberculosis (MTB) infection, but has not been thoroughly characterized as a biomarker. METHODS: This study was performed to investigate the size and composition of urine cfDNA from tuberculosis (TB) patients with minimal bias using next-generation sequencing (NGS). A combination of DNA extraction and single-stranded sequence library preparation methods demonstrated to recover short, highly degraded cfDNA fragments was employed. Urine cfDNA from 10 HIV-positive patients with pulmonary TB and two MTB-negative controls was examined. RESULTS: MTB-derived cfDNA was identifiable by NGS from all MTB-positive patients and was absent from negative controls. MTB cfDNA was significantly shorter than human cfDNA, with median fragment lengths of ≤19-52 bp and 42-92 bp, respectively. MTB cfDNA abundance increased exponentially with decreased fragment length, having a peak fragment length of ≤19 bp in most samples. In addition, we identified a larger fraction of short human genomic cfDNA, ranging from 29 to 53 bp, than previously reported. Urine cfDNA fragments spanned the MTB genome with relative uniformity, but nucleic acids derived from multicopy elements were proportionately over-represented. CONCLUSIONS: TB urine cfDNA is a potentially powerful biomarker but is highly fragmented, necessitating special procedures to maximize its recovery and detection.


Subject(s)
Cell-Free Nucleic Acids , Mycobacterium tuberculosis , Tuberculosis, Pulmonary/diagnosis , Biomarkers/urine , Cell-Free Nucleic Acids/urine , DNA, Bacterial/urine , High-Throughput Nucleotide Sequencing , Humans , Mycobacterium tuberculosis/genetics
8.
J Clin Microbiol ; 59(8): e0070621, 2021 07 19.
Article in English | MEDLINE | ID: mdl-33980646

ABSTRACT

A highly accurate, non-sputum-based test for tuberculosis (TB) detection is a key priority for the field of TB diagnostics. A recent study in the Journal of Clinical Microbiology by Oreskovic and colleagues (J Clin Microbiol 59:e00074-21, 2021, https://doi.org/10.1128/JCM.00074-21) reports the performance of an optimized urine cell-free DNA (cfDNA) test using sequence-specific purification combined with short-target PCR to improve the accuracy of TB detection. Their retrospective clinical study utilized frozen urine samples (n = 73) from study participants diagnosed with active pulmonary TB in South Africa and compared results to non-TB patients in South Africa and the United States in an early-phase validation study. Overall, this cfDNA technique detected TB with a sensitivity of 83.7% (95% CI: 71.0 to 91.5) and specificity of 100% (95% CI: 86.2 to 100), which meet the World Health Organization's published performance criteria. Sensitivity was 73.3% in people without HIV (95% CI: 48.1 to 89.1) and 76% in people with smear-negative TB (95% CI: 56.5 to 88.5). In this commentary, we discuss the results of this optimized urine TB cfDNA assay within the larger context of TB diagnostics and pose additional questions for further research.


Subject(s)
Cell-Free Nucleic Acids , Tuberculosis , Cell-Free Nucleic Acids/urine , HIV Infections , Humans , Mycobacterium tuberculosis/genetics , Retrospective Studies , Sensitivity and Specificity , South Africa , Sputum , Tuberculosis/diagnosis
9.
Nephrology (Carlton) ; 26(8): 684-691, 2021 Aug.
Article in English | MEDLINE | ID: mdl-33866646

ABSTRACT

AIM: Urine cell-free DNA (cfDNA) is a new type of liquid biopsy biomarker used in tumours and allograft injury detection but is highly susceptible to degradation by the high nuclease activity of urine. This study presents a newly developed urine cfDNA preservation solution (AlloU), efficient for examining allograft injury in kidney transplant recipients (KTx). METHODS: We established urine-preserve solution called AlloU based on the response-surface methodology, with two commercial collection reagents (Streck and K2 EDTA preservation solution) included for analysis. A total of 120 urine samples from KTx patients, including morning, nocturnal and random urine from specific storage time were subjected to investigation. The urine total cfDNA concentration was quantified by fluorometry, fragment distribution was analysed by qPCR, and donor-derived cfDNA (ddcfDNA) was detected by next-generation sequencing. RESULTS: Urine total cfDNA concentration and fragment size of samples preserved with AlloU and Streck did not change significantly within 5 days whereas the ddcfDNA also did not change significantly within 7 days. However, compared with EDTA, the total cfDNA concentration increased significantly on the third day. When compare with different urine types, it was found that samples preserved with AlloU showed no significant differences in total cfDNA concentration, fragment size, and ddcfDNA concentration, however, the SD for morning urine was significantly smaller in total cfDNA and ddcfDNA concentration. CONCLUSION: To the best of our knowledge, this is the first report to verify the dynamics of urine cfDNA in KTx, especially in the analysis impact of different urine types on cfDNA detection.


Subject(s)
Cell-Free Nucleic Acids/urine , Kidney Transplantation , Adult , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Organ Preservation Solutions , Prospective Studies
10.
Int J Oncol ; 58(3): 289-297, 2021 03.
Article in English | MEDLINE | ID: mdl-33650643

ABSTRACT

Circular RNA (circRNA) is a long non­coding RNA molecule with a closed loop structure lacking a 5'cap and 3'tail. circRNA is stable, difficult to cleave and resistant to RNA exonuclease or RNase R degradation. circRNA molecules have several clinical applications, especially in tumors. For instance, circRNA may be used for non­invasive diagnosis, therapy and prognosis. Exosomes play a crucial role in the development of tumors. Exosomal circRNA in particular has led to increased research interest into tumorigenesis and tumor progression. Additionally, exosomal circRNA plays a role in cell­cell communication. Exosomal circRNA facilitates tumor metastasis by altering the tumor microenvironment and the pre­metastatic niche. Additionally, studies have revealed the mechanism by which exosomal circRNA affects malignant progression through signal transduction. Moreover, exosomal circRNA promotes tumor metastasis by regulating gene expression, RNA transcription and protein translation. In this review, the biological features and clinical application of exosomal circRNA are described, highlighting the underlying mechanisms through which they regulate tumor metastasis. The application of circRNA as clinical diagnostic biomarkers and in the development of novel therapeutic strategies is also discussed.


Subject(s)
Biomarkers, Tumor/metabolism , Cell-Free Nucleic Acids/metabolism , Neoplasm Metastasis/genetics , Neoplasms/diagnosis , RNA, Circular/metabolism , Biomarkers, Tumor/blood , Cell Communication/genetics , Cell Transformation, Neoplastic/genetics , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/urine , Drug Resistance, Neoplasm/genetics , Exosomes/genetics , Exosomes/metabolism , Gene Expression Regulation, Neoplastic , Humans , Liquid Biopsy/methods , Neoplasm Metastasis/diagnosis , Neoplasm Metastasis/drug therapy , Neoplasm Metastasis/prevention & control , Neoplasms/drug therapy , Neoplasms/genetics , Neoplasms/pathology , Prognosis , RNA, Circular/blood , RNA, Circular/urine , Tumor Microenvironment/genetics
11.
Methods Mol Biol ; 2292: 17-22, 2021.
Article in English | MEDLINE | ID: mdl-33651348

ABSTRACT

Urine cell-free DNA is an important source of diagnostic markers for different diseases, especially for cancer. It could be important to achieve the urine cell-free DNA integrity to establish its provenience from cancer cells or dead inflammatory cells for necrosis in urine or from normal cells with the purpose to use it as an early diagnostic tool for urological cancers or other diseases. Here we describe a simple, noninvasive approach from urine collection to DNA integrity analysis using real-time PCR.


Subject(s)
Cell-Free Nucleic Acids/urine , Neoplasms/urine , Biomarkers, Tumor/genetics , Biomarkers, Tumor/isolation & purification , Biomarkers, Tumor/urine , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/isolation & purification , Humans , Neoplasms/genetics , Real-Time Polymerase Chain Reaction/methods , Urine Specimen Collection/methods
12.
Methods Mol Biol ; 2292: 3-15, 2021.
Article in English | MEDLINE | ID: mdl-33651347

ABSTRACT

Recent reports suggest that urine is a useful noninvasive tool for the identification of urogenital tumors, including bladder, prostate, kidney, and other nonurological cancers. As a liquid biopsy, urine represents an important source for the improvement of new promising biomarkers, a suitable tool to identify indolent cancer and avoid overtreatment. Urine is enriched with DNAs, RNAs, proteins, circulating tumor cells, exosomes, and other small molecules which can be detected with several diagnostic methodologies.We provide an overview of the ongoing state of urinary biomarkers underlying both their potential utilities to improve cancer prognosis, diagnosis, and therapeutic strategy and their limitations.


Subject(s)
Biomarkers, Tumor/urine , Neoplasms/urine , Animals , Cell-Free Nucleic Acids/urine , Exosomes/pathology , Humans , Liquid Biopsy/methods , Neoplasms/diagnosis , Neoplasms/pathology , Nucleic Acids/urine , Proteins , Proteinuria/diagnosis , Proteinuria/pathology , Proteinuria/urine , Urinalysis/methods
13.
Methods Mol Biol ; 2292: 23-33, 2021.
Article in English | MEDLINE | ID: mdl-33651349

ABSTRACT

Urinary cell-free DNA offers an important noninvasive source of material for genomic testing also for nonurological tumors. Its clinical utility in monitoring tumor evolution and treatment failure is promising. Here we describe a method to detect cancer mutations into urine from patients affected by colorectal cancer.


Subject(s)
Cell-Free Nucleic Acids/genetics , Colorectal Neoplasms/genetics , DNA Mutational Analysis/methods , Proto-Oncogene Proteins p21(ras)/genetics , Biomarkers, Tumor/genetics , Biomarkers, Tumor/isolation & purification , Biomarkers, Tumor/urine , Cell-Free Nucleic Acids/isolation & purification , Cell-Free Nucleic Acids/urine , Colorectal Neoplasms/urine , Humans , Real-Time Polymerase Chain Reaction/methods
14.
Methods Mol Biol ; 2292: 49-56, 2021.
Article in English | MEDLINE | ID: mdl-33651351

ABSTRACT

Urine cell-free DNA has been shown as an informative noninvasive source of biomarkers for a number of diseases, especially for urological cancers. Starting from the hypothesis that the gain of c-Myc gene is a frequent aberration in several cancer types, including prostate cancer, we analyzed c-Myc copy number variation in urine, studying a little case series of prostate cancer patients, to test its feasibility. Here we report a general protocol that may be considered to analyze gene copy number variation in the urine cell-free fraction.


Subject(s)
Cell-Free Nucleic Acids/genetics , DNA Copy Number Variations , Genes, myc , Prostatic Neoplasms/genetics , Real-Time Polymerase Chain Reaction/methods , Biomarkers, Tumor/genetics , Biomarkers, Tumor/urine , Cell-Free Nucleic Acids/urine , Humans , Male , Prostatic Neoplasms/urine
15.
Methods Mol Biol ; 2292: 95-104, 2021.
Article in English | MEDLINE | ID: mdl-33651354

ABSTRACT

Application of next generation sequencing techniques in the field of liquid biopsy, in particular urine, requires specific bioinformatics methods in order to deal with its peculiarity. Many aspects of cancer can be explored starting from nucleic acids, especially from cell-free DNA and circulating tumor DNA in order to characterize cancer. It is possible to detect small mutations, as single nucleotide variants, small insertions and deletions, copy-number alterations, and epigenetic profiles. Due to the low fraction of circulating tumor DNA over the whole cell-free DNA, some methods have been exploited. One of them is the application of unique barcodes to each DNA fragment in order to lower the limit of detection of cancer-related variants. Some bioinformatics workflows and tools are the same of a classic analysis of tumor tissue, but there are some steps in which specific algorithms have to be introduced.


Subject(s)
Cell-Free Nucleic Acids/urine , Neoplasms/urine , Animals , Biomarkers, Tumor/genetics , Biomarkers, Tumor/urine , Cell-Free Nucleic Acids/genetics , DNA Copy Number Variations , DNA Methylation , Epigenesis, Genetic , Genomics/methods , High-Throughput Nucleotide Sequencing/methods , Humans , Liquid Biopsy/methods , Neoplasms/genetics
16.
Per Med ; 18(2): 129-139, 2021 03.
Article in English | MEDLINE | ID: mdl-33565322

ABSTRACT

Aim: To explore the role of urine cell-free DNA (ucfDNA) concentration and integrity indexes as potential biomarkers for lung cancer diagnosis. Materials & methods: Quantitative real-time PCR targeting Arthrobacter luteus (ALU) repeats at three size fragments (ALU-60, 115 and 247 bp) was performed in 55 lung cancer patients and 35 healthy individuals. Results: ucfDNA concentration and integrity indexes were significantly higher in lung cancer patients than in healthy controls. The area under the receiver operating characteristic curve for differentiating patients with stage I/II from healthy controls by ALU fragments concentration were 0.856, 0.909 and 0.932, respectively. In addition, the ucfDNA integrity indexes in patients with lymph node metastasis were significantly higher than in patients with non-metastatic. Conclusion: ucfDNA concentration and integrity indexes could serve as promising biomarkers for lung cancer diagnosis.


Subject(s)
Cell-Free Nucleic Acids/urine , Early Detection of Cancer/methods , Lung Neoplasms/diagnosis , Adult , Aged , Arthrobacter , Biomarkers, Tumor , Female , Humans , Lung Neoplasms/pathology , Lymphatic Metastasis , Male , Middle Aged , Neoplasm Grading , Neoplasm Staging , ROC Curve , Real-Time Polymerase Chain Reaction
17.
Sci Transl Med ; 13(581)2021 02 17.
Article in English | MEDLINE | ID: mdl-33597261

ABSTRACT

Cell-free DNA (cfDNA) in urine is a promising analyte for noninvasive diagnostics. However, urine cfDNA is highly fragmented. Whether characteristics of these fragments reflect underlying genomic architecture is unknown. Here, we characterized fragmentation patterns in urine cfDNA using whole-genome sequencing. Size distribution of urine cfDNA fragments showed multiple strong peaks between 40 and 120 base pairs (bp) with a modal size of 81- and sharp 10-bp periodicity, suggesting transient protection from complete degradation. These properties were robust to preanalytical perturbations, such as at-home collection and delay in processing. Genome-wide sequencing coverage of urine cfDNA fragments revealed recurrently protected regions (RPRs) conserved across individuals, with partial overlap with nucleosome positioning maps inferred from plasma cfDNA. The ends of cfDNA fragments clustered upstream and downstream of RPRs, and nucleotide frequencies of fragment ends indicated enzymatic digestion of urine cfDNA. Compared to plasma, fragmentation patterns in urine cfDNA showed greater correlation with gene expression and chromatin accessibility in epithelial cells of the urinary tract. We determined that tumor-derived urine cfDNA exhibits a higher frequency of aberrant fragments that end within RPRs. By comparing the fraction of aberrant fragments and nucleotide frequencies of fragment ends, we identified urine samples from cancer patients with an area under the curve of 0.89. Our results revealed nonrandom genomic positioning of urine cfDNA fragments and suggested that analysis of fragmentation patterns across recurrently protected genomic loci may serve as a cancer diagnostic.


Subject(s)
Cell-Free Nucleic Acids , DNA , Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/urine , DNA/genetics , DNA/urine , DNA Fragmentation , Genomics , Humans , Sequence Analysis, DNA
18.
Clin Chem ; 67(2): 394-403, 2021 01 30.
Article in English | MEDLINE | ID: mdl-33523215

ABSTRACT

BACKGROUND: Recent studies have reported that examining the fragmentation profiles (FP) of plasma cell-free DNA (cfDNA) further improves the clinical sensitivity of tumor detection. We hypothesized that considering the differences of the FP of urinary cfDNA would increase the clinical sensitivity of genitourinary (GU) cancer detection. METHODS: 177 patients with GU cancer and 94 individuals without tumors were enrolled in the discovery cohort. An independent validation dataset comprising 30 patients without tumors and 66 patients with GU cancer was also collected. We constructed an ensemble classifier, GUIDER, to detect and localize GU cancers using fragmentation and copy number profiles obtained from shallow whole-genome sequencing of urinary cfDNA. RESULTS: Urinary cfDNA of patients with GU cancer had a higher proportion of long fragments (209-280 bp) and a lower proportion of short fragments (140-208 bp) compared to controls. The overall mean classification accuracy of the FP was 74.62%-85.39% for different algorithms, and integration of the FP and copy number alteration (CNA) features further enhanced the classification of samples from patients with GU cancer. The mean diagnostic accuracy was further improved by the ensemble classifier GUIDER, which integrated the FP and CNA profiles and resulted in a higher mean accuracy (87.52%) compared to the analysis performed without FP features (74.62%). GUIDER performed well in an independent validation dataset. CONCLUSIONS: The lengthening and shortening of urinary cfDNA within specific size ranges were identified in patients with GU cancer. Integration of the FP should further enhance the ability to use urinary cfDNA as a molecular diagnostic tool.


Subject(s)
Biomarkers, Tumor/urine , Cell-Free Nucleic Acids/urine , DNA Copy Number Variations , DNA Fragmentation , Urogenital Neoplasms/diagnosis , Cohort Studies , Humans , Sensitivity and Specificity , Urogenital Neoplasms/genetics , Urogenital Neoplasms/urine
19.
PLoS One ; 16(2): e0247851, 2021.
Article in English | MEDLINE | ID: mdl-33635932

ABSTRACT

Urine cell-free DNA (cfDNA) is a valuable non-invasive biomarker with broad potential clinical applications, but there is no consensus on its optimal pre-analytical methodology, including the DNA extraction step. Due to its short length (majority of fragments <100 bp) and low concentration (ng/mL), urine cfDNA is not efficiently recovered by conventional silica-based extraction methods. To maximize sensitivity of urine cfDNA assays, we developed an ultrasensitive hybridization method that uses sequence-specific oligonucleotide capture probes immobilized on magnetic beads to improve extraction of short cfDNA from large-volume urine samples. Our hybridization method recovers near 100% (95% CI: 82.6-117.6%) of target-specific DNA from 10 mL urine, independent of fragment length (25-150 bp), and has a limit of detection of ≤5 copies of double-stranded DNA (0.5 copies/mL). Pairing hybridization with an ultrashort qPCR design, we can efficiently capture and amplify fragments as short as 25 bp. Our method enables amplification of cfDNA from 10 mL urine in a single qPCR well, tolerates variation in sample composition, and effectively removes non-target DNA. Our hybridization protocol improves upon both existing silica-based urine cfDNA extraction methods and previous hybridization-based sample preparation protocols. Two key innovations contribute to the strong performance of our method: a two-probe system enabling recovery of both strands of double-stranded DNA and dual biotinylated capture probes, which ensure consistent, high recovery by facilitating optimal probe density on the bead surface, improving thermostability of the probe-bead linkage, and eliminating interference by endogenous biotin. We originally designed the hybridization method for tuberculosis diagnosis from urine cfDNA, but expect that it will be versatile across urine cfDNA targets, and may be useful for other cfDNA sample types and applications beyond cfDNA. To make our hybridization method accessible to new users, we present a detailed protocol and straightforward guidelines for designing new capture probes.


Subject(s)
Cell-Free Nucleic Acids/genetics , Cell-Free Nucleic Acids/urine , DNA Copy Number Variations , DNA, Bacterial/genetics , DNA, Bacterial/urine , Limit of Detection , Mycobacterium tuberculosis/genetics , Oligonucleotide Array Sequence Analysis/methods , Tuberculosis/urine , Biomarkers/urine , Feasibility Studies , Humans , Real-Time Polymerase Chain Reaction/methods , Reproducibility of Results , Sensitivity and Specificity , Tuberculosis/microbiology , Urine Specimen Collection/methods
20.
Int J Mol Sci ; 23(1)2021 Dec 28.
Article in English | MEDLINE | ID: mdl-35008723

ABSTRACT

Type 2 diabetes (T2D) is a deficiency in how the body regulates glucose. Uncontrolled T2D will result in chronic high blood sugar levels, eventually resulting in T2D complications. These complications, such as kidney, eye, and nerve damage, are even harder to treat. Identifying individuals at high risk of developing T2D and its complications is essential for early prevention and treatment. Numerous studies have been done to identify biomarkers for T2D diagnosis and prognosis. This review focuses on recent T2D biomarker studies based on circulating nucleic acids using different omics technologies: genomics, transcriptomics, and epigenomics. Omics studies have profiled biomarker candidates from blood, urine, and other non-invasive samples. Despite methodological differences, several candidate biomarkers were reported for the risk and diagnosis of T2D, the prognosis of T2D complications, and pharmacodynamics of T2D treatments. Future studies should be done to validate the findings in larger samples and blood-based biomarkers in non-invasive samples to support the realization of precision medicine for T2D.


Subject(s)
Biomarkers/blood , Cell-Free Nucleic Acids/blood , Diabetes Mellitus, Type 2/blood , Animals , Biomarkers/urine , Cell-Free Nucleic Acids/urine , DNA Methylation/genetics , Diabetes Mellitus, Type 2/urine , Epigenomics , Humans , Transcriptome/genetics
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