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Characterization of the potential role of NTPCR in epithelial ovarian cancer by integrating transcriptomic and metabolomic analysis

ABSTRACT: Background: Epithelial ovarian carcinoma (EOC) is a malignant tumor with high motility in women. Our previous study found that dysregulated NTPCR was associated with the prognosis of ovarian cancer patients, and thus this present study attempted to explore the potential roles of nucleoside-triphosphatase cancer-related (NTPCR) in disease progression. Methods: Expressed level of NTPCR was investigated in ovarian cancer cell lines by RT-qPCR analysis. shRNA targeting NTPCR was generated and transfected into SKOV3 cells to detect the effect of knocking out NTPCR on cell proliferation, cell cycle, cell migration, and invasion. Transcriptomic sequencing and metabolite profiling analysis were performed in shNTPCR groups to identify transcriptome or metabolites alteration that might contribute to ovarian cancer. And finally, we searched the overlapped signaling pathways correlated with differential metabolites and DEGs by integrating analysis. Results: NTPCR was upregulated in EOC cell lines compared with human ovarian epithelium cell IOSE80, especially in SKOV3 and OVCAR-3 (SKOV3 vs IOSE80, P<0.001; OVCAR-3 vs IOSE80, P<0.001). Knocking out NTPCR can induce cell proliferation and S phase arrest, promote migration and invasion in SKOV3 cells. RNA sequencing analysis demonstrated cohorts of differential expressed genes (DEGs) were identified in shNTPCR samples. PPI networks were constructed for DEGs. STAT1 (degree = 43) and OAS2 (degree = 36) were identified as hub genes in network. Several miRNAs together with target genes were predicted to be crucial genes related to disease progression, including hsa-miR-124-3p, hsa-miR-30a-5p, hsa-miR-146a-5, EP300, GATA2, and STAT3. We also screened the differential metabolites from shNTPCR samples, including 22 upregulated and 22 downregulated metabolites. By integrating analysis, eight overlapped pathways were correlated with these DEGs and differential metabolites, such as primary bile acid biosynthesis, protein digestion, and absorption, pentose and glucuronate interconversions. Conclusion: NTPCR might serve as a tumor suppressor in EOC progression. Our results demonstrated that DEGs and differential metabolites were mainly related to several signaling pathways, which might be a crucial role in the progression of ovarian cancer.

ORGANISM(S): Homo sapiens

PROVIDER: GSE178486 | GEO | 2021/12/31

REPOSITORIES: GEO

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Project description:Epithelial ovarian carcinoma (EOC) is an aggressive tumor often diagnosed at an advanced stage, when there is little prospect for cure. Despite some advances in surgical and chemotherapeutic strategies, only marginal improvements in patient outcome have been obtained. Hence, understanding the biological mechanisms underpinning EOC progression is critical for its treatment and to ameliorate patients survival. Recently, we reported that CD157 is expressed in EOC and controls tumor cell migration and invasion. Using stable overexpression and knockdown in OVCAR-3 and OV-90 ovarian cancer cell lines, we demonstrated that CD157 overexpression promotes morphological and functional changes, characterized by downregulation of epithelial marker and upregulation of mesenchymal ones. These are mediated at the transcriptional level by altering the expression of Snail and Zeb1 transcriptional repressors. The effects of CD157 overexpression on ovarian cancer phenotype translate into increased tumor cell motility and mesotelial invasion, while its knockdown significantly reduces the migratory potential, implying a direct correlation between CD157 expression levels and EOC aggressiveness. The analysis of the transcriptomic profiling highlighted 378 significantly differentially expressed genes, representing the signature of CD157-overexpressing EOC cells. The overall picture deduced from the analysis of these modulated transcripts indicated that high CD157 expression results in strengthening of a number of biological functions that favour tumor progression (including cell differentiation, cell motility and migration), and weakening of selected biological processes that hinder the tumor progression (such as apoptosis, cell death and response to stress). Collectively, these data support a causal role of CD157 in the control of ovarian cancer progression motivating the existence of a direct correlation between the expression levels of CD157 and the adverse clinical outcome in EOC patients, and suggest that CD157 may represent a valuable therapeutic target. Gene expression analysisi of control cell lines (OVCAR-3/mock and OV-90/mock) and testing cell lines (OVCAR-3/CD157 and OV-90/CD157), with two replicates, with dye swap, performed for each sample.

Project description:Epithelial ovarian cancer (EOC) accounts for 4% of all cancers in women and is the leading cause of death from gynecologic malignancies. It is well established that cancer invasion and metastasis still represent the major causes of the failure of cancer treatment. Previously, we identified the mannose receptor LY75 (DEC205/CD205) gene as notably hypomethylated in high-grade (HG) serous epithelial ovarian tumors, compared to normal ovarian tissues. LY75 has been identified as a putative antigen-uptake receptor, which is expressed abundantly on dendritic cells, which are specialist antigen presenting cells to T lymphocytes for the initiation of an immune response. The implication of LY75 in EOC tumorigenesis is currently unknown. Here we show that LY75 is strongly overexpressed in HG serous EOC tumors as compared to normal ovarian tissue. Importantly, shRNA-mediated LY75 knockout in the mesenchymal EOC cells (SKOV3) led to mesenchymal to epithelial transition (MET), associated with overexpression of epithelial markers E-cadherin and EPCAM and loss of expression of mesenchymal markers Fibronectin, N-cadherin Snail1 and Twist1. In addition, LY75 suppression significantly inhibited EOC cell migration and invasion in vitro. However, LY75 knockdown led to enhanced tumor cell dissemination and significantly increased lethality in vivo, in xenograft model of advanced peritoneal EOC. Thus, our findings indicate that LY75 could play an essential role in the mesenchymal-to-epithelial transition (MET) of EOC cells and support the hypothesis that, while epithelial-to-mesenchymal transition (EMT) enables the invasiveness of tumor cells, a MET-associated epithelial phenotype could be essential for their metastatic colonization. To better understand the molecular mechanisms of LY75 gene action in epithelial ovarian cancer (EOC), we employed the Agilent Whole Human Genome microarrays, containing ~ 44,000 genes to identify global gene expression changes upon LY75 suppression in SKOV3 EOC cells. We compared the gene expression of the previously selected shRNA-mediated LY75-knockdown clones sh-S3 and sh-S6 against the corresponding control (ctrl) clone. The microarray experiments were performed in duplicates, as two hybridizations were carried out for each of the LY75-suppressing cell clone against the corresponding control, using a fluorescent dye reversal (dye-swap) technique.

Project description:Previously, we have identified the RUNX2 gene as hypomethylated and overexpressed in post-chemotherapy (CT) primary cultures derived from epithelial ovarian cancer (EOC) patients, when compared to primary cultures derived from matched primary (prior to CT) tumors. However, we found no differences in the RUNX2 methylation in primary EOC tumors and EOC omental metastases, suggesting that DNA methylation-based epigenetic mechanisms have no impact on RUNX2 expression in advanced (metastatic) stage of the disease. Moreover, RUNX2 displayed significantly higher expression not only in metastatic tissue, but also in high-grade primary tumors and even in low malignant potential tumors. Knockdown of the RUNX2 expression in EOC cells led to sharp decrease of cell proliferation and significantly inhibited EOC cell migration and invasion. Gene expression profiling and consecutive network and pathway analyses confirmed these findings, as various genes and pathways known previously to be implicated in ovarian tumorigenesis, including EOC tumor invasion and metastasis, were found to be downregulated upon RUNX2 suppression, while a number of pro-apoptotic genes and some EOC tumor suppressor genes were induced. Taken together, our data are indicative for a strong oncogenic potential of the RUNX2 gene in EOC progression and suggest that RUNX2 might be a novel EOC therapeutic target. Further studies are needed to more completely elucidate the functional implications of RUNX2 and other members of the RUNX gene family in ovarian tumorigenesis. To better understand the molecular mechanisms of RUNX2 gene action in ovarian cancer cells, we employed the Agilent Whole Human Genome microarrays, containing ~ 44,000 genes to identify global gene expression changes upon RUNX2 suppression in SKOV3 cells. We compared the gene expression of the previously selected clone shRNA- RUNX2-knockdown clone 3 (cl3) against the corresponding control clone. The microarray experiments were performed in duplicates, as two hybridizations were carried out for the RUNX2-suppressing cell clone against the corresponding control, using a fluorescent dye reversal (dye-swap) technique.

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Characterization of the potential role of NTPCR in epithelial ovarian cancer by integrating transcriptomic and metabolomic analysis

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