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Methylation status of KLF4 and HS3ST2 genes as predictors of endometrial cancer and hyperplastic endometrial lesions
Endometrial carcinoma is one of the most common tumours in developed countries. In addition to the active role of genetic factors, epigenetic changes also have an important effect. The present study analysed the methylation status of kruppel like factor 4 (KLF4) and heparan sulfate-glucosamine 3-sul...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
D.A. Spandidos
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6202087/ https://www.ncbi.nlm.nih.gov/pubmed/30221668 http://dx.doi.org/10.3892/ijmm.2018.3872 |
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author | Danková, Zuzana Braný, Dušan Dvorská, Dana Ňachajová, Marcela Fiolka, Roman Grendár, Marián Hatok, Jozef Kubatka, Peter Holubeková, Veronika Halašová, Erika Bielik, Tibor Žúbor, Pavol |
author_facet | Danková, Zuzana Braný, Dušan Dvorská, Dana Ňachajová, Marcela Fiolka, Roman Grendár, Marián Hatok, Jozef Kubatka, Peter Holubeková, Veronika Halašová, Erika Bielik, Tibor Žúbor, Pavol |
author_sort | Danková, Zuzana |
collection | PubMed |
description | Endometrial carcinoma is one of the most common tumours in developed countries. In addition to the active role of genetic factors, epigenetic changes also have an important effect. The present study analysed the methylation status of kruppel like factor 4 (KLF4) and heparan sulfate-glucosamine 3-sulfotransferase 2 (HS3ST2) genes in three endometrial tissue types for carcinoma prediction. The sample comprised 91 women with histologically-confirmed endometrial carcinoma (64.16±9.64 years old), 36 women with hyperplasia (53.39±9.64 years old) and 45 with no signs or symptoms of malignancy (48.53±11.11 years old). The CpG dinucleotide methylation levels were examined by quantitative pyrosequencing, and the discrimination accuracy of the model was calculated using the Random Forest classification algorithm of the area under the ROC curve (AUC). The mean values of KLF4 and HS3ST2 methylation indices were 23.83±11.39 and 8.52±2.57 in the control samples; 30.40±8.52 and 33.76±20.66 in hyperplasia and 34.72±10.79 and 34.49±18.39 in the cancerous tissues. Multinomial logistic regression indicated that the HS3ST2 CpG1 methylation status is a predictor of hyperplasia (P<0.05) and that the KLF4 CpG2 dinucleotide can predict carcinoma formation (P<0.001). The AUC value of 0.95 indicates high discrimination accuracy of the CpG nucleotides methylation status model between the controls and the two other diagnoses. The results of the present study establish the likelihood that aberrations in KLF4 and HS3ST2 gene methylation levels are important in the development of endometrial hyperplasia and carcinoma, with hyperplasia an intermediate step between healthy and tumour tissues. |
format | Online Article Text |
id | pubmed-6202087 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | D.A. Spandidos |
record_format | MEDLINE/PubMed |
spelling | pubmed-62020872018-11-07 Methylation status of KLF4 and HS3ST2 genes as predictors of endometrial cancer and hyperplastic endometrial lesions Danková, Zuzana Braný, Dušan Dvorská, Dana Ňachajová, Marcela Fiolka, Roman Grendár, Marián Hatok, Jozef Kubatka, Peter Holubeková, Veronika Halašová, Erika Bielik, Tibor Žúbor, Pavol Int J Mol Med Articles Endometrial carcinoma is one of the most common tumours in developed countries. In addition to the active role of genetic factors, epigenetic changes also have an important effect. The present study analysed the methylation status of kruppel like factor 4 (KLF4) and heparan sulfate-glucosamine 3-sulfotransferase 2 (HS3ST2) genes in three endometrial tissue types for carcinoma prediction. The sample comprised 91 women with histologically-confirmed endometrial carcinoma (64.16±9.64 years old), 36 women with hyperplasia (53.39±9.64 years old) and 45 with no signs or symptoms of malignancy (48.53±11.11 years old). The CpG dinucleotide methylation levels were examined by quantitative pyrosequencing, and the discrimination accuracy of the model was calculated using the Random Forest classification algorithm of the area under the ROC curve (AUC). The mean values of KLF4 and HS3ST2 methylation indices were 23.83±11.39 and 8.52±2.57 in the control samples; 30.40±8.52 and 33.76±20.66 in hyperplasia and 34.72±10.79 and 34.49±18.39 in the cancerous tissues. Multinomial logistic regression indicated that the HS3ST2 CpG1 methylation status is a predictor of hyperplasia (P<0.05) and that the KLF4 CpG2 dinucleotide can predict carcinoma formation (P<0.001). The AUC value of 0.95 indicates high discrimination accuracy of the CpG nucleotides methylation status model between the controls and the two other diagnoses. The results of the present study establish the likelihood that aberrations in KLF4 and HS3ST2 gene methylation levels are important in the development of endometrial hyperplasia and carcinoma, with hyperplasia an intermediate step between healthy and tumour tissues. D.A. Spandidos 2018-12 2018-09-12 /pmc/articles/PMC6202087/ /pubmed/30221668 http://dx.doi.org/10.3892/ijmm.2018.3872 Text en Copyright: © Danková et al. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made. |
spellingShingle | Articles Danková, Zuzana Braný, Dušan Dvorská, Dana Ňachajová, Marcela Fiolka, Roman Grendár, Marián Hatok, Jozef Kubatka, Peter Holubeková, Veronika Halašová, Erika Bielik, Tibor Žúbor, Pavol Methylation status of KLF4 and HS3ST2 genes as predictors of endometrial cancer and hyperplastic endometrial lesions |
title | Methylation status of KLF4 and HS3ST2 genes as predictors of endometrial cancer and hyperplastic endometrial lesions |
title_full | Methylation status of KLF4 and HS3ST2 genes as predictors of endometrial cancer and hyperplastic endometrial lesions |
title_fullStr | Methylation status of KLF4 and HS3ST2 genes as predictors of endometrial cancer and hyperplastic endometrial lesions |
title_full_unstemmed | Methylation status of KLF4 and HS3ST2 genes as predictors of endometrial cancer and hyperplastic endometrial lesions |
title_short | Methylation status of KLF4 and HS3ST2 genes as predictors of endometrial cancer and hyperplastic endometrial lesions |
title_sort | methylation status of klf4 and hs3st2 genes as predictors of endometrial cancer and hyperplastic endometrial lesions |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6202087/ https://www.ncbi.nlm.nih.gov/pubmed/30221668 http://dx.doi.org/10.3892/ijmm.2018.3872 |
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