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1.
BMC Genomics ; 23(1): 142, 2022 Feb 17.
Article in English | MEDLINE | ID: mdl-35172717

ABSTRACT

BACKGROUND: Osteosarcoma is the most common primary malignant tumour of bone occurring in children and young adolescents and is characterised by complex genetic and epigenetic changes. The miRNA miR-486-5p has been shown to be downregulated in osteosarcoma and in cancer in general. RESULTS: To investigate if the mir-486 locus is epigenetically regulated, we integrated DNA methylation and miR-486-5p expression data using cohorts of osteosarcoma cell lines and patient samples. A CpG island in the promoter of the ANK1 host gene of mir-486 was shown to be highly methylated in osteosarcoma cell lines as determined by methylation-specific PCR and direct bisulfite sequencing. High methylation levels were seen for osteosarcoma patient samples, xenografts and cell lines based on quantitative methylation-specific PCR. 5-Aza-2'-deoxycytidine treatment of osteosarcoma cell lines caused induction of miR-486-5p and ANK1, indicating common epigenetic regulation in osteosarcoma cell lines. When overexpressed, miR-486-5p affected cell morphology. CONCLUSIONS: miR-486-5p represents a highly cancer relevant, epigenetically regulated miRNA in osteosarcoma, and this knowledge contributes to the understanding of osteosarcoma biology.


Subject(s)
Bone Neoplasms , MicroRNAs , Osteosarcoma , Bone Neoplasms/genetics , Bone Neoplasms/pathology , Cell Line, Tumor , Cell Proliferation , DNA Methylation , Epigenesis, Genetic , Gene Expression Regulation, Neoplastic , Humans , MicroRNAs/genetics , MicroRNAs/metabolism , Osteosarcoma/genetics , Osteosarcoma/pathology
2.
Hepatology ; 75(1): 59-73, 2022 01.
Article in English | MEDLINE | ID: mdl-34435693

ABSTRACT

BACKGROUND AND AIMS: Primary sclerosing cholangitis (PSC) is associated with increased risk of cholangiocarcinoma (CCA). Early and accurate CCA detection represents an unmet clinical need as the majority of patients with PSC are diagnosed at an advanced stage of malignancy. In the present study, we aimed at establishing robust DNA methylation biomarkers in bile for early and accurate diagnosis of CCA in PSC. APPROACH AND RESULTS: Droplet digital PCR (ddPCR) was used to analyze 344 bile samples from 273 patients with sporadic and PSC-associated CCA, PSC, and other nonmalignant liver diseases for promoter methylation of cysteine dioxygenase type 1, cannabinoid receptor interacting protein 1, septin 9, and vimentin. Receiver operating characteristic (ROC) curve analyses revealed high AUCs for all four markers (0.77-0.87) for CCA detection among patients with PSC. Including only samples from patients with PSC diagnosed with CCA ≤ 12 months following bile collection increased the accuracy for cancer detection, with a combined sensitivity of 100% (28/28) and a specificity of 90% (20/203). The specificity increased to 93% when only including patients with PSC with longtime follow-up (> 36 months) as controls, and remained high (83%) when only including patients with PSC and dysplasia as controls (n = 23). Importantly, the bile samples from the CCA-PSC ≤ 12 patients, all positive for the biomarkers, included both early-stage and late-stage CCA, different tumor growth patterns, anatomical locations, and carbohydrate antigen 19-9 levels. CONCLUSIONS: Using highly sensitive ddPCR to analyze robust epigenetic biomarkers, CCA in PSC was accurately detected in bile, irrespective of clinical and molecular features, up to 12 months before CCA diagnosis. The findings suggest a potential for these biomarkers to complement current detection and screening methods for CCA in patients with PSC.


Subject(s)
Bile Duct Neoplasms/diagnosis , Bile/chemistry , Biomarkers, Tumor/analysis , Cholangiocarcinoma/diagnosis , Cholangitis, Sclerosing/complications , Bile Duct Neoplasms/genetics , Biomarkers, Tumor/genetics , Cholangiocarcinoma/genetics , Cholangitis, Sclerosing/genetics , DNA Methylation , Early Detection of Cancer/methods , Female , Follow-Up Studies , Humans , Male , Middle Aged , Neoplasm Staging , Polymerase Chain Reaction , ROC Curve
3.
Clin Epigenetics ; 10: 24, 2018.
Article in English | MEDLINE | ID: mdl-29484034

ABSTRACT

Background: Droplet digital PCR (ddPCR) allows absolute quantification of nucleic acids and has potential for improved non-invasive detection of DNA methylation. For increased precision of the methylation analysis, we aimed to develop a robust internal control for use in methylation-specific ddPCR. Methods: Two control design approaches were tested: (a) targeting a genomic region shared across members of a gene family and (b) combining multiple assays targeting different pericentromeric loci on different chromosomes. Through analyses of 34 colorectal cancer cell lines, the performance of the control assay candidates was optimized and evaluated, both individually and in various combinations, using the QX200™ droplet digital PCR platform (Bio-Rad). The best-performing control was tested in combination with assays targeting methylated CDO1, SEPT9, and VIM. Results: A 4Plex panel consisting of EPHA3, KBTBD4, PLEKHF1, and SYT10 was identified as the best-performing control. The use of the 4Plex for normalization reduced the variability in methylation values, corrected for differences in template amount, and diminished the effect of chromosomal aberrations. Positive Droplet Calling (PoDCall), an R-based algorithm for standardized threshold determination, was developed, ensuring consistency of the ddPCR results. Conclusion: Implementation of a robust internal control, i.e., the 4Plex, and an algorithm for automated threshold determination, PoDCall, in methylation-specific ddPCR increase the precision of DNA methylation analysis.


Subject(s)
Colorectal Neoplasms/genetics , DNA Methylation , Real-Time Polymerase Chain Reaction/standards , Algorithms , Caco-2 Cells , Cell Line, Tumor , Cysteine Dioxygenase/genetics , HCT116 Cells , HT29 Cells , Humans , Reference Standards , Septins/genetics , Vimentin/genetics
4.
Sci Rep ; 6: 33936, 2016 Sep 27.
Article in English | MEDLINE | ID: mdl-27671843

ABSTRACT

Diverging methylation frequencies are often reported for the same locus in the same disease, underscoring the need for limiting technical variability in DNA methylation analyses. We have investigated seven likely sources of variability at different steps of bisulfite PCR-based DNA methylation analyses using a fully automated quantitative methylation-specific PCR setup of six gene promoters across 20 colon cancer cell lines. Based on >15,000 individual PCRs, all tested parameters affected the normalized percent of methylated reference (PMR) differences, with a fourfold varying magnitude. Additionally, large variations were observed across the six genes analyzed. The highest variation was seen using single-copy genes as reference for normalization, followed by different amounts of template in the PCR, different amounts of DNA in the bisulfite reaction, and storage of bisulfite converted samples. Finally, when a highly standardized pipeline was repeated, the difference in PMR value for the same assay in the same cell line was on average limited to five (on a 0-100 scale). In conclusion, a standardized pipeline is essential for consistent methylation results, where parameters are kept constant for all samples. Nevertheless, a certain level of variation in methylation values must be expected, underscoring the need for careful interpretation of data.

5.
Hepatology ; 61(5): 1651-9, 2015 May.
Article in English | MEDLINE | ID: mdl-25644509

ABSTRACT

UNLABELLED: Early detection of the highly aggressive malignancy cholangiocarcinoma (CCA) remains a challenge but has the potential to render the tumor curable by surgical removal. This study evaluates a biomarker panel for the diagnosis of CCA by DNA methylation analyses of biliary brush samples. The methylation status of 13 candidate genes (CDO1, CNRIP1, DCLK1, FBN1, INA, MAL, SEPT9, SFRP1, SNCA, SPG20, TMEFF2, VIM, and ZSCAN18) was investigated in 93 tissue samples (39 CCAs and 54 nonmalignant controls) using quantitative methylation-specific polymerase chain reaction. The 13 genes were further analyzed in a test series of biliary brush samples (15 CCAs and 20 nonmalignant primary sclerosing cholangitis controls), and the methylation status of the four best performing markers was validated (34 CCAs and 34 primary sclerosing cholangitis controls). Receiver operating characteristic curve analyses were used to evaluate the performance of individual biomarkers and the combination of biomarkers. The 13 candidate genes displayed a methylation frequency of 26%-82% in tissue samples. The four best-performing genes (CDO1, CNRIP1, SEPT9, and VIM) displayed individual methylation frequencies of 45%-77% in biliary brushes from CCA patients. Across the test and validation biliary brush series, this four-gene biomarker panel achieved a sensitivity of 85% and a specificity of 98%, with an area under the receiver operating characteristic curve of 0.944. CONCLUSION: We report a straightforward biomarker assay with high sensitivity and specificity for CCA, outperforming standard brush cytology, and suggest that the biomarker panel, potentially in combination with cytological evaluation, may improve CCA detection, particularly among primary sclerosing cholangitis patients.


Subject(s)
Bile Duct Neoplasms/genetics , Bile Duct Neoplasms/metabolism , Bile Ducts, Intrahepatic , Cholangiocarcinoma/genetics , Cholangiocarcinoma/metabolism , DNA Methylation , Genetic Markers , Bile Duct Neoplasms/pathology , Cholangiocarcinoma/pathology , Humans , Reproducibility of Results
6.
Int J Cancer ; 136(4): 844-53, 2015 Feb 15.
Article in English | MEDLINE | ID: mdl-24948044

ABSTRACT

We have previously shown that gastrointestinal cancers display similar epigenetic aberrations. In a recent study, we identified frequently methylated genes for cholangiocarcinoma (CDO1, DCLK1, SFRP1 and ZSCAN18), where one of these genes, DCLK1, was also confirmed to be highly methylated in colorectal cancer. The aim of the present study was to determine whether these four genes, in addition to one gene found to be methylated in colon cancer cell lines (ZNF331), are commonly methylated across gastrointestinal malignancies, as well as explore their role as potential biomarkers. Quantitative methylation specific PCR (qMSP) of colorectal cancer (n=164) and normal colorectal mucosa (n=106) samples showed that all genes were frequently methylated in colorectal cancer (71-92%) with little or no methylation in normal mucosa (0-3%). Methylation of minimum two of these five genes identified 95% of the tumors with a specificity of 98%, and an area under the receiver operating characteristics curve (AUC) of 0.98. For gastric (n=25) and pancreatic (n=20) cancer, the same panel detected 92% and 90% of the tumors, respectively. Seventy-four cancer cell lines were further analyzed by qMSP and real time RT-PCR. In addition to the previously reported DCLK1, a high negative correlation between promoter DNA methylation and gene expression was observed for CDO1, ZNF331 and ZSCAN18. In conclusion, the high methylation frequency of these genes in colorectal- as well as in gastric-, pancreatic- and bile duct cancer confirmed an epigenetic similarity between gastrointestinal cancer types, and simultaneously demonstrated their potential as biomarkers, particularly for colorectal cancer detection.


Subject(s)
Biomarkers, Tumor/genetics , Colorectal Neoplasms/genetics , Cysteine Dioxygenase/genetics , DNA Methylation , DNA-Binding Proteins/genetics , Neoplasm Proteins/genetics , Adult , Aged , Aged, 80 and over , Area Under Curve , Bile Duct Neoplasms/genetics , Bile Duct Neoplasms/metabolism , Bile Ducts, Intrahepatic/metabolism , Biomarkers, Tumor/metabolism , Case-Control Studies , Cell Line, Tumor , Cholangiocarcinoma/genetics , Cholangiocarcinoma/metabolism , Colorectal Neoplasms/metabolism , Cysteine Dioxygenase/metabolism , DNA-Binding Proteins/metabolism , Gene Expression , Humans , Middle Aged , Neoplasm Proteins/metabolism , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/metabolism , Promoter Regions, Genetic , ROC Curve , Sequence Analysis, DNA , Stomach Neoplasms/genetics , Stomach Neoplasms/metabolism , Young Adult
7.
PLoS One ; 9(9): e104249, 2014.
Article in English | MEDLINE | ID: mdl-25226156

ABSTRACT

Epigenetic modifications and DNA methylation in particular, have been recognized as important mechanisms to alter gene expression in malignant cells. Here, we identified candidate genes which were upregulated after an epigenetic treatment of B-cell lymphoma cell lines (Burkitt's lymphoma, BL; Follicular lymphoma, FL; Diffuse large B-cell lymphoma, DLBCL activated B-cell like, ABC; and germinal center like, GCB) and simultaneously expressed at low levels in samples from lymphoma patients. Qualitative methylation analysis of 24 candidate genes in cell lines revealed five methylated genes (BMP7, BMPER, CDH1, DUSP4 and LRP12), which were further subjected to quantitative methylation analysis in clinical samples from 59 lymphoma patients (BL, FL, DLBCL ABC and GCB; and primary mediastinal B-cell lymphoma, PMBL). The genes LRP12 and CDH1 showed the highest methylation frequencies (94% and 92%, respectively). BMPER (58%), DUSP4 (32%) and BMP7 (22%), were also frequently methylated in patient samples. Importantly, all gene promoters were unmethylated in various control samples (CD19+ peripheral blood B cells, peripheral blood mononuclear cells and tonsils) as well as in follicular hyperplasia samples, underscoring a high specificity. The combination of LRP12 and CDH1 methylation could successfully discriminate between the vast majority of the lymphoma and control samples, emphasized by receiver operating characteristic analysis with a c-statistic of 0.999. These two genes represent promising epigenetic markers which may be suitable for monitoring of B-cell lymphoma.


Subject(s)
DNA Methylation , Low Density Lipoprotein Receptor-Related Protein-1/genetics , Lymphoma, B-Cell/genetics , Biomarkers, Tumor/genetics , Case-Control Studies , Cell Line, Tumor , CpG Islands , Epigenesis, Genetic , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Lymphoma, B-Cell/diagnosis , Promoter Regions, Genetic , ROC Curve , Sequence Analysis, DNA
8.
Epigenetics ; 9(3): 428-36, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24362313

ABSTRACT

Genes with altered DNA methylation can be used as biomarkers for cancer detection and assessment of prognosis. Here we analyzed the methylation status of a colorectal cancer biomarker panel (CNRIP1, FBN1, INA, MAL, SNCA, and SPG20) in 97 cancer cell lines, derived from 17 different cancer types. Interestingly, the genes were frequently methylated also in hematological cancer types and were therefore subjected to analyses in primary tumor samples from the major types of non-Hodgkin lymphomas (NHL) and in healthy controls. In total, the genes CNRIP1, FBN1, INA, MAL, SNCA, and SPG20 were methylated in 53%, 23%, 52%, 69%, 97%, and 92% of the tumor samples, respectively, and were unmethylated in all healthy controls. With the exception of a single tumor sample, a correct prediction of lymphoma or normal sample was made in a blinded analysis of the validation series using a combination of SNCA and SPG20. The combined ROC-curve analysis of these genes resulted in an area under the curve of 0.999 (P = 4.2 × 10(-18)), and a sensitivity and specificity of 98% and 100%, respectively, across the test and validation series. Interestingly, the promoter methylation of CNRIP1 was associated with decreased overall survival in diffuse large B-cell lymphoma (DLBCL) (P = 0.03).   In conclusion, our results demonstrate that SNCA and SPG20 methylation might be suitable for early detection and monitoring of NHL. Furthermore, CNRIP1 could potentially be used as a prognostic factor in DLBCL.


Subject(s)
Biomarkers, Tumor/genetics , Colorectal Neoplasms/genetics , DNA Methylation , Lymphoma, Non-Hodgkin/genetics , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/metabolism , Case-Control Studies , Cell Cycle Proteins , Cell Line, Tumor , Colorectal Neoplasms/metabolism , Female , Humans , Lymphoma, Non-Hodgkin/diagnosis , Male , Middle Aged , Prognosis , Promoter Regions, Genetic , Proteins/genetics , alpha-Synuclein/genetics
9.
Epigenetics ; 7(11): 1249-57, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22983262

ABSTRACT

Cholangiocarcinoma is notoriously difficult to diagnose, and the mortality rate is high due to late clinical presentation. CpG island promoter methylation is frequently seen in cancer development. In the present study, we aimed at identifying novel epigenetic biomarkers with the potential to improve the diagnostic accuracy of cholangiocarcinoma. Microarray data analyses of cholangiocarcinoma cell lines treated with epigenetic drugs and their untreated counterparts were compared with previously published gene expression profiles of primary tumors and with non-malignant controls. Genes responding to the epigenetic treatment that were simultaneously downregulated in primary cholangiocarcinoma compared with controls (n = 43) were investigated for their promoter methylation status in cancer cell lines from the gastrointestinal tract. Genes commonly methylated in cholangiocarcinoma cell lines were subjected to quantitative methylation-specific polymerase chain reaction in a total of 93 clinical samples (cholangiocarcinomas and non-malignant controls). CDO1, DCLK1, SFRP1 and ZSCAN18, displayed high methylation frequencies in primary tumors and were unmethylated in controls. At least one of these four biomarkers was positive in 87% of the tumor samples, with a specificity of 100%. In conclusion, the novel methylation-based biomarker panel showed high sensitivity and specificity for cholangiocarcinoma. The potential of these markers in early diagnosis of this cancer type should be further explored.


Subject(s)
Bile Duct Neoplasms/genetics , Bile Ducts, Intrahepatic , Biomarkers, Tumor/genetics , Cholangiocarcinoma/genetics , Bile Duct Neoplasms/diagnosis , Biomarkers, Tumor/analysis , Case-Control Studies , Cell Line, Tumor , Cholangiocarcinoma/diagnosis , CpG Islands , Cysteine Dioxygenase/genetics , Cysteine Dioxygenase/metabolism , DNA Methylation , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Doublecortin-Like Kinases , Down-Regulation , Epigenesis, Genetic , Gene Expression Regulation, Neoplastic , Genes, Neoplasm , Humans , Intercellular Signaling Peptides and Proteins/genetics , Intercellular Signaling Peptides and Proteins/metabolism , Intracellular Signaling Peptides and Proteins/genetics , Intracellular Signaling Peptides and Proteins/metabolism , Membrane Proteins/genetics , Membrane Proteins/metabolism , Oligonucleotide Array Sequence Analysis , Promoter Regions, Genetic , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , Sequence Analysis, DNA
10.
Mol Cancer ; 10: 85, 2011 Jul 21.
Article in English | MEDLINE | ID: mdl-21777459

ABSTRACT

BACKGROUND: The presence of cancer-specific DNA methylation patterns in epithelial colorectal cells in human feces provides the prospect of a simple, non-invasive screening test for colorectal cancer and its precursor, the adenoma. This study investigates a panel of epigenetic markers for the detection of colorectal cancer and adenomas. METHODS: Candidate biomarkers were subjected to quantitative methylation analysis in test sets of tissue samples from colorectal cancers, adenomas, and normal colonic mucosa. All findings were verified in independent clinical validation series. A total of 523 human samples were included in the study. Receiver operating characteristic (ROC) curve analysis was used to evaluate the performance of the biomarker panel. RESULTS: Promoter hypermethylation of the genes CNRIP1, FBN1, INA, MAL, SNCA, and SPG20 was frequent in both colorectal cancers (65-94%) and adenomas (35-91%), whereas normal mucosa samples were rarely (0-5%) methylated. The combined sensitivity of at least two positives among the six markers was 94% for colorectal cancers and 93% for adenoma samples, with a specificity of 98%. The resulting areas under the ROC curve were 0.984 for cancers and 0.968 for adenomas versus normal mucosa. CONCLUSIONS: The novel epigenetic marker panel shows very high sensitivity and specificity for both colorectal cancers and adenomas. Our findings suggest this biomarker panel to be highly suitable for early tumor detection.


Subject(s)
Adenoma/diagnosis , Adenoma/genetics , Biomarkers, Tumor/isolation & purification , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/genetics , Epigenesis, Genetic/genetics , Adenoma/pathology , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Carcinoma/diagnosis , Carcinoma/genetics , Carcinoma/pathology , Colorectal Neoplasms/pathology , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Intestinal Mucosa/chemistry , Intestinal Mucosa/metabolism , Intestinal Mucosa/pathology , Male , Middle Aged , Sensitivity and Specificity
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