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Network-based identification of signature genes KLF6 and SPOCK1 associated with oral submucous fibrosis
The molecular mechanism of oral submucous fibrosis (OSF) is yet to be fully elucidated. The identification of reliable signature genes to screen patients with a high risk of OSF and to provide oral cancer surveillance is therefore required. The present study produced a filtering criterion based on n...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
D.A. Spandidos
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7058035/ https://www.ncbi.nlm.nih.gov/pubmed/32190310 http://dx.doi.org/10.3892/mco.2020.1991 |
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author | Singh, Prithvi Rai, Arpita Dohare, Ravins Arora, Shweta Ali, Sher Parveen, Shama Syed, Mansoor Ali |
author_facet | Singh, Prithvi Rai, Arpita Dohare, Ravins Arora, Shweta Ali, Sher Parveen, Shama Syed, Mansoor Ali |
author_sort | Singh, Prithvi |
collection | PubMed |
description | The molecular mechanism of oral submucous fibrosis (OSF) is yet to be fully elucidated. The identification of reliable signature genes to screen patients with a high risk of OSF and to provide oral cancer surveillance is therefore required. The present study produced a filtering criterion based on network characteristics and principal component analysis, and identified the genes that were involved in OSF prognosis. Two gene expression datasets were analyzed using meta-analysis, the results of which revealed 1,176 biologically significant genes. A co-expression network was subsequently constructed and weighted gene modules were detected. The pathway and functional enrichment analyses of the present study allowed for the identification of modules 1 and 2, and their respective genes, SPARC (osteonectin), cwcv and kazal like domain proteoglycan 1 (SPOCK1) and kruppel like factor 6 (KLF6), which were involved in the occurrence of OSF. The results revealed that both genes had a prominent role in epithelial to mesenchymal transition during OSF progression. The genes identified in the present study require further exploration and validation within clinical settings to determine their roles in OSF. |
format | Online Article Text |
id | pubmed-7058035 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | D.A. Spandidos |
record_format | MEDLINE/PubMed |
spelling | pubmed-70580352020-03-18 Network-based identification of signature genes KLF6 and SPOCK1 associated with oral submucous fibrosis Singh, Prithvi Rai, Arpita Dohare, Ravins Arora, Shweta Ali, Sher Parveen, Shama Syed, Mansoor Ali Mol Clin Oncol Articles The molecular mechanism of oral submucous fibrosis (OSF) is yet to be fully elucidated. The identification of reliable signature genes to screen patients with a high risk of OSF and to provide oral cancer surveillance is therefore required. The present study produced a filtering criterion based on network characteristics and principal component analysis, and identified the genes that were involved in OSF prognosis. Two gene expression datasets were analyzed using meta-analysis, the results of which revealed 1,176 biologically significant genes. A co-expression network was subsequently constructed and weighted gene modules were detected. The pathway and functional enrichment analyses of the present study allowed for the identification of modules 1 and 2, and their respective genes, SPARC (osteonectin), cwcv and kazal like domain proteoglycan 1 (SPOCK1) and kruppel like factor 6 (KLF6), which were involved in the occurrence of OSF. The results revealed that both genes had a prominent role in epithelial to mesenchymal transition during OSF progression. The genes identified in the present study require further exploration and validation within clinical settings to determine their roles in OSF. D.A. Spandidos 2020-04 2020-01-30 /pmc/articles/PMC7058035/ /pubmed/32190310 http://dx.doi.org/10.3892/mco.2020.1991 Text en Copyright: © Singh 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 Singh, Prithvi Rai, Arpita Dohare, Ravins Arora, Shweta Ali, Sher Parveen, Shama Syed, Mansoor Ali Network-based identification of signature genes KLF6 and SPOCK1 associated with oral submucous fibrosis |
title | Network-based identification of signature genes KLF6 and SPOCK1 associated with oral submucous fibrosis |
title_full | Network-based identification of signature genes KLF6 and SPOCK1 associated with oral submucous fibrosis |
title_fullStr | Network-based identification of signature genes KLF6 and SPOCK1 associated with oral submucous fibrosis |
title_full_unstemmed | Network-based identification of signature genes KLF6 and SPOCK1 associated with oral submucous fibrosis |
title_short | Network-based identification of signature genes KLF6 and SPOCK1 associated with oral submucous fibrosis |
title_sort | network-based identification of signature genes klf6 and spock1 associated with oral submucous fibrosis |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7058035/ https://www.ncbi.nlm.nih.gov/pubmed/32190310 http://dx.doi.org/10.3892/mco.2020.1991 |
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