MiRNA-mRNA integrative analysis reveals epigenetically regulated and prognostic miR-103a with a role in migration and invasion of carboplatin-resistant ovarian cancer cells that acquired mesenchymal-like phenotype

DNA methylation, histone modifications, and miRNAs affect ovarian cancer (OC) progression and therapy response. Identification of epigenetically downregulated miRNAs in drug-resistant OC cell lines with a possible role in drug resistance and/or drug-induced mesenchymal-like phenotype. MiRNA profilin...

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Published inBiomedicine & pharmacotherapy Vol. 166; p. 115349
Main Authors Pernar Kovač, Margareta, Tadić, Vanja, Kralj, Juran, Milković Periša, Marija, Orešković, Slavko, Babić, Ivan, Banović, Vladimir, Zhang, Wei, Culig, Zoran, Brozovic, Anamaria
Format Journal Article
LanguageEnglish
Published Elsevier Masson SAS 01.10.2023
Elsevier
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Abstract DNA methylation, histone modifications, and miRNAs affect ovarian cancer (OC) progression and therapy response. Identification of epigenetically downregulated miRNAs in drug-resistant OC cell lines with a possible role in drug resistance and/or drug-induced mesenchymal-like phenotype. MiRNA profiling was performed on parental and carboplatin-resistant OC cells, MES-OV and MES-OV CBP. RT-qPCR validation, epigenetic modulation and other CBP-resistant OC cell lines were used to select miRNAs of interest. The integration of miRNA-predicted target genes and differentially expressed genes (DEGs), pathway and functional analysis were used for forecasting their biological role. Data mining was performed to determine their possible prognostic and predictive values. MiRNA profiling revealed 48 downregulated miRNAs in OC cells whose drug sensitivity and metastatic potential were impacted by epigenetic modulators. Of the fourteen selected, nine were validated as changed, and seven of these restored their expression upon treatment with epigenetic inhibitors. Only three had similar expression patterns in other OC cell lines. MiRNA-mRNA integrative analysis resulted in 56 target DEGs. Pathway analysis revealed that these genes are involved in cell adhesion, migration, and invasion. The functional analysis confirmed the role of miR-103a–3p, miR-17–5p and miR-107 in cell invasion, while data mining showed their prognostic and predictive values. Only miR-103a–3p was epigenetically regulated at the constitutive level. High throughput miRNA and cDNA profiling coupled with pathway analysis and data mining delivered evidence for miRNAs which can be epigenetically regulated in drug-resistant, mesenchymal-like OC cells as possible markers to combat therapy-induced short overall survival and tumor metastatic potential. [Display omitted] •Microarray analysis identifies 77 differentially expressed miRNAs in drug resistant EOC cells.•Epigenetic modulators impact cells’ drug response and metastatic capacity.•Downregulated miR-103a, 17 and 107 are shared feature of several resistant EOC cell lines and has a prognostic value.•MiRNA-mRNA integrative analysis reveals signaling pathways involved in metastasis.•Epigenetically regulated miR-103a is involved in metastasis but not drug response.
AbstractList BACKGROUNDDNA methylation, histone modifications, and miRNAs affect ovarian cancer (OC) progression and therapy response. PURPOSEIdentification of epigenetically downregulated miRNAs in drug-resistant OC cell lines with a possible role in drug resistance and/or drug-induced mesenchymal-like phenotype. METHODSMiRNA profiling was performed on parental and carboplatin-resistant OC cells, MES-OV and MES-OV CBP. RT-qPCR validation, epigenetic modulation and other CBP-resistant OC cell lines were used to select miRNAs of interest. The integration of miRNA-predicted target genes and differentially expressed genes (DEGs), pathway and functional analysis were used for forecasting their biological role. Data mining was performed to determine their possible prognostic and predictive values. RESULTSMiRNA profiling revealed 48 downregulated miRNAs in OC cells whose drug sensitivity and metastatic potential were impacted by epigenetic modulators. Of the fourteen selected, nine were validated as changed, and seven of these restored their expression upon treatment with epigenetic inhibitors. Only three had similar expression patterns in other OC cell lines. MiRNA-mRNA integrative analysis resulted in 56 target DEGs. Pathway analysis revealed that these genes are involved in cell adhesion, migration, and invasion. The functional analysis confirmed the role of miR-103a-3p, miR-17-5p and miR-107 in cell invasion, while data mining showed their prognostic and predictive values. Only miR-103a-3p was epigenetically regulated at the constitutive level. CONCLUSIONHigh throughput miRNA and cDNA profiling coupled with pathway analysis and data mining delivered evidence for miRNAs which can be epigenetically regulated in drug-resistant, mesenchymal-like OC cells as possible markers to combat therapy-induced short overall survival and tumor metastatic potential.
Background: DNA methylation, histone modifications, and miRNAs affect ovarian cancer (OC) progression and therapy response. Purpose: Identification of epigenetically downregulated miRNAs in drug-resistant OC cell lines with a possible role in drug resistance and/or drug-induced mesenchymal-like phenotype. Methods: MiRNA profiling was performed on parental and carboplatin-resistant OC cells, MES-OV and MES-OV CBP. RT-qPCR validation, epigenetic modulation and other CBP-resistant OC cell lines were used to select miRNAs of interest. The integration of miRNA-predicted target genes and differentially expressed genes (DEGs), pathway and functional analysis were used for forecasting their biological role. Data mining was performed to determine their possible prognostic and predictive values. Results: MiRNA profiling revealed 48 downregulated miRNAs in OC cells whose drug sensitivity and metastatic potential were impacted by epigenetic modulators. Of the fourteen selected, nine were validated as changed, and seven of these restored their expression upon treatment with epigenetic inhibitors. Only three had similar expression patterns in other OC cell lines. MiRNA-mRNA integrative analysis resulted in 56 target DEGs. Pathway analysis revealed that these genes are involved in cell adhesion, migration, and invasion. The functional analysis confirmed the role of miR-103a–3p, miR-17–5p and miR-107 in cell invasion, while data mining showed their prognostic and predictive values. Only miR-103a–3p was epigenetically regulated at the constitutive level. Conclusion: High throughput miRNA and cDNA profiling coupled with pathway analysis and data mining delivered evidence for miRNAs which can be epigenetically regulated in drug-resistant, mesenchymal-like OC cells as possible markers to combat therapy-induced short overall survival and tumor metastatic potential.
DNA methylation, histone modifications, and miRNAs affect ovarian cancer (OC) progression and therapy response. Identification of epigenetically downregulated miRNAs in drug-resistant OC cell lines with a possible role in drug resistance and/or drug-induced mesenchymal-like phenotype. MiRNA profiling was performed on parental and carboplatin-resistant OC cells, MES-OV and MES-OV CBP. RT-qPCR validation, epigenetic modulation and other CBP-resistant OC cell lines were used to select miRNAs of interest. The integration of miRNA-predicted target genes and differentially expressed genes (DEGs), pathway and functional analysis were used for forecasting their biological role. Data mining was performed to determine their possible prognostic and predictive values. MiRNA profiling revealed 48 downregulated miRNAs in OC cells whose drug sensitivity and metastatic potential were impacted by epigenetic modulators. Of the fourteen selected, nine were validated as changed, and seven of these restored their expression upon treatment with epigenetic inhibitors. Only three had similar expression patterns in other OC cell lines. MiRNA-mRNA integrative analysis resulted in 56 target DEGs. Pathway analysis revealed that these genes are involved in cell adhesion, migration, and invasion. The functional analysis confirmed the role of miR-103a–3p, miR-17–5p and miR-107 in cell invasion, while data mining showed their prognostic and predictive values. Only miR-103a–3p was epigenetically regulated at the constitutive level. High throughput miRNA and cDNA profiling coupled with pathway analysis and data mining delivered evidence for miRNAs which can be epigenetically regulated in drug-resistant, mesenchymal-like OC cells as possible markers to combat therapy-induced short overall survival and tumor metastatic potential. [Display omitted] •Microarray analysis identifies 77 differentially expressed miRNAs in drug resistant EOC cells.•Epigenetic modulators impact cells’ drug response and metastatic capacity.•Downregulated miR-103a, 17 and 107 are shared feature of several resistant EOC cell lines and has a prognostic value.•MiRNA-mRNA integrative analysis reveals signaling pathways involved in metastasis.•Epigenetically regulated miR-103a is involved in metastasis but not drug response.
ArticleNumber 115349
Author Kralj, Juran
Culig, Zoran
Orešković, Slavko
Babić, Ivan
Zhang, Wei
Pernar Kovač, Margareta
Brozovic, Anamaria
Banović, Vladimir
Tadić, Vanja
Milković Periša, Marija
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  surname: Banović
  fullname: Banović, Vladimir
  organization: Department of Obstetrics and Gynecology, University Hospital Center Zagreb, Petrova 13, HR-10000 Zagreb, Croatia
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  givenname: Wei
  orcidid: 0000-0002-8475-3143
  surname: Zhang
  fullname: Zhang, Wei
  organization: Department of Engineering Mechanics, Dalian University of Technology, Linggong Road 2, 116024 Dalian, China
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  orcidid: 0000-0002-6820-2173
  surname: Brozovic
  fullname: Brozovic, Anamaria
  email: brozovic@irb.hr
  organization: Division of Molecular Biology, Ruđer Bošković Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia
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Keywords Biomarkers
Epithelial-mesenchymal transition
MicroRNA
Epigenetic regulation
Drug resistance
Ovarian cancer
Language English
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SSID ssj0005638
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Snippet DNA methylation, histone modifications, and miRNAs affect ovarian cancer (OC) progression and therapy response. Identification of epigenetically downregulated...
BACKGROUNDDNA methylation, histone modifications, and miRNAs affect ovarian cancer (OC) progression and therapy response. PURPOSEIdentification of...
Background: DNA methylation, histone modifications, and miRNAs affect ovarian cancer (OC) progression and therapy response. Purpose: Identification of...
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proquest
crossref
elsevier
SourceType Open Website
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Publisher
StartPage 115349
SubjectTerms Biomarkers
Drug resistance
Epigenetic regulation
Epithelial-mesenchymal transition
MicroRNA
Ovarian cancer
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Title MiRNA-mRNA integrative analysis reveals epigenetically regulated and prognostic miR-103a with a role in migration and invasion of carboplatin-resistant ovarian cancer cells that acquired mesenchymal-like phenotype
URI https://dx.doi.org/10.1016/j.biopha.2023.115349
https://search.proquest.com/docview/2858406555
https://doaj.org/article/3a5adc27b66f4d39b8655e906c2fbaec
Volume 166
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