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Dvorská D, Braný D, Nagy B, Grendár M, Poka R, Soltész B, Jagelková M, Zelinová K, Lasabová Z, Zubor P, Danková Z. Aberrant Methylation Status of Tumour Suppressor Genes in Ovarian Cancer Tissue and Paired Plasma Samples. Int J Mol Sci 2019; 20:ijms20174119. [PMID: 31450846 PMCID: PMC6747242 DOI: 10.3390/ijms20174119] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 08/17/2019] [Accepted: 08/19/2019] [Indexed: 02/06/2023] Open
Abstract
Ovarian cancer is a highly heterogeneous disease and its formation is affected by many epidemiological factors. It has typical lack of early signs and symptoms, and almost 70% of ovarian cancers are diagnosed in advanced stages. Robust, early and non-invasive ovarian cancer diagnosis will certainly be beneficial. Herein we analysed the regulatory sequence methylation profiles of the RASSF1, PTEN, CDH1 and PAX1 tumour suppressor genes by pyrosequencing in healthy, benign and malignant ovarian tissues, and corresponding plasma samples. We recorded statistically significant higher methylation levels (p < 0.05) in the CDH1 and PAX1 genes in malignant tissues than in controls (39.06 ± 18.78 versus 24.22 ± 6.93; 13.55 ± 10.65 versus 5.73 ± 2.19). Higher values in the CDH1 gene were also found in plasma samples (22.25 ± 14.13 versus 46.42 ± 20.91). A similar methylation pattern with positive correlation between plasma and benign lesions was noted in the CDH1 gene (r = 0.886, p = 0.019) and malignant lesions in the PAX1 gene (r = 0.771, p < 0.001). The random forest algorithm combining methylation indices of all four genes and age determined 0.932 AUC (area under the receiver operating characteristic (ROC) curve) prediction power in the model classifying malignant lesions and controls. Our study results indicate the effects of methylation changes in ovarian cancer development and suggest that the CDH1 gene is a potential candidate for non-invasive diagnosis of ovarian cancer.
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Affiliation(s)
- Dana Dvorská
- Division of Molecular Medicine, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Dušan Braný
- Division of Molecular Medicine, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia.
| | - Bálint Nagy
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Marián Grendár
- Bioinformatic Unit, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Robert Poka
- Institute of Obstetrics and Gynecology, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Beáta Soltész
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Marianna Jagelková
- Department of Gynaecology and Obstetrics, Martin University Hospital, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
- Division of Oncology, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Katarína Zelinová
- Department of Gynaecology and Obstetrics, Martin University Hospital, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
- Division of Oncology, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Zora Lasabová
- Division of Oncology, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Pavol Zubor
- Department of Gynaecology and Obstetrics, Martin University Hospital, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Zuzana Danková
- Division of Oncology, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
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Chen H, Shen X, Guo C, Zhu H, Zhou L, Zhu Y, Wang H, Zheng Y, Huang L. Phosphatase and Tensin Homolog Reconstruction and Vascular Endothelial Growth Factor Knockdown Synergistically Inhibit the Growth of Glioblastoma. Cancer Biother Radiopharm 2010; 25:713-21. [DOI: 10.1089/cbr.2010.0821] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Affiliation(s)
- Hongbo Chen
- School of Life Sciences, Tsinghua University, Beijing, China
- The Shenzhen Key Lab of Gene and Antibody Therapy, Center for Biotech and BioMedicine and Division of Life Sciences, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China
| | - Xiaomeng Shen
- School of Life Sciences, Tsinghua University, Beijing, China
- The Shenzhen Key Lab of Gene and Antibody Therapy, Center for Biotech and BioMedicine and Division of Life Sciences, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China
| | - Caiping Guo
- School of Life Sciences, Tsinghua University, Beijing, China
- The Shenzhen Key Lab of Gene and Antibody Therapy, Center for Biotech and BioMedicine and Division of Life Sciences, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China
| | - Huijun Zhu
- School of Life Sciences, Tsinghua University, Beijing, China
- The Shenzhen Key Lab of Gene and Antibody Therapy, Center for Biotech and BioMedicine and Division of Life Sciences, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China
| | - Lanzhen Zhou
- The Shenzhen Key Lab of Gene and Antibody Therapy, Center for Biotech and BioMedicine and Division of Life Sciences, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China
| | - Yongqiang Zhu
- School of Life Sciences, Tsinghua University, Beijing, China
- The Shenzhen Key Lab of Gene and Antibody Therapy, Center for Biotech and BioMedicine and Division of Life Sciences, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China
| | - Huixia Wang
- The Shenzhen Key Lab of Gene and Antibody Therapy, Center for Biotech and BioMedicine and Division of Life Sciences, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China
| | - Yi Zheng
- School of Life Sciences, Tsinghua University, Beijing, China
- The Shenzhen Key Lab of Gene and Antibody Therapy, Center for Biotech and BioMedicine and Division of Life Sciences, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China
| | - Laiqiang Huang
- School of Life Sciences, Tsinghua University, Beijing, China
- The Shenzhen Key Lab of Gene and Antibody Therapy, Center for Biotech and BioMedicine and Division of Life Sciences, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China
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Chen Y, Zheng HC, Zhao YJ, Xin Y. Early diagnosis of epithelial ovarian cancer with cDNA microarry. Chin J Cancer Res 2008. [DOI: 10.1007/s11670-008-0110-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
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