COLGALT2 is overexpressed in ovarian cancer and interacts with PLOD3.
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ABSTRACT:
SUBMITTER: Guo T
PROVIDER: S-EPMC7989968 | biostudies-literature | 2021 Mar
REPOSITORIES: biostudies-literature
Publications
COLGALT2 is overexpressed in ovarian cancer and interacts with PLOD3.
Guo Ting T Li Bin B Kang Yu Y Gu Chao C Fang Fang F Chen Xiuying X Liu Xiaocheng X Lu Guo G Feng Chenchen C Xu Congjian C
Clinical and translational medicine 20210301 3
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Project description:BackgroundMetastasis, the leading cause of cancer-related death in patients diagnosed with ovarian cancer (OC), is a complex process that involves multiple biological effects. With the continuous development of sequencing technology, single-cell sequence has emerged as a promising strategy to understand the pathogenesis of ovarian cancer.MethodsThrough integrating 10 × single-cell data from 12 samples, we developed a single-cell map of primary and metastatic OC. By copy-number variations analysis, pseudotime analysis, enrichment analysis, and cell-cell communication analysis, we explored the heterogeneity among OC cells. We performed differential expression analysis and high dimensional weighted gene co-expression network analysis to identify the hub genes of C4. The effects of RAB13 on OC cell lines were validated in vitro.ResultsWe discovered a cell subcluster, referred to as C4, that is closely associated with metastasis and poor prognosis in OC. This subcluster correlated with an epithelial-mesenchymal transition (EMT) and angiogenesis signature and RAB13 was identified as the key marker of it. Downregulation of RAB13 resulted in a reduction of OC cells migration and invasion. Additionally, we predicted several potential drugs that might inhibit RAB13.ConclusionsOur study has identified a cell subcluster that is closely linked to metastasis in OC, and we have also identified RAB13 as its hub gene that has great potential to become a new therapeutic target for OC.
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Project description:Claudins are tight junction proteins that are involved in tight junction formation and function. Previous studies have shown that claudin-7 is frequently upregulated in epithelial ovarian cancer (EOC) along with claudin-3 and claudin-4. Here, we investigate in detail the expression patterns of claudin-7, as well as its possible functions in EOC. Initially a total of 95 ovarian tissue samples (7 normal ovarian tissues, 65 serous carcinomas, 11 clear cell carcinomas, 8 endometrioid carcinomas and 4 mucinous carcinomas) were studied for claudin-7 expression using RT-PCR analysis. The gene for claudin-7, CLDN7, was found to be significantly upregulated in all the tumor tissue samples studied. Similarly, immunohistochemical analysis and western blotting showed that claudin-7 protein was significantly overexpressed in the vast majority of EOCs. Two cell lines(OVCAR-2 and OVCA420) were chosen for microarray based gene expression analysis using small interfering RNA-mediated(SiRNA) knockdown of claudin-7. This treatment led to significant changes in gene expression that was validated by RT-PCR and immunoblotting. Ovarian cancer lines OVCA420 and OVCAR-2 were cultured in duplicate in McCoy’s 5A growth medium (Invitrogen) supplemented with 10% fetal bovine serum (FBS) and antibiotics (100 units/ml penicillin and 100 mg/ml streptomycin). Cells cultured in 6-well plates were transfected with either Claudin-7 specific siRNA oligos duplexes (Ambion, Inc.Austin, TX) or control siRNA #1 (Dharmacon) using LipofectAMINE 2000 (Invitrogen). Cells were treated for 72 hours to allow maximum knockdown, after which they were harvested for RNA preparation. Total RNA, was extracted using Trizol, quality and quantity were checked using the Agilent 2100 Bioanalyzer with RNA 6000 Nano chip, (Agilent Technologies UK Ltd, West Lothian, UK). Biotinylated cRNA was generated using the Illumina TotalPrep RNA Amplification Kit (Ambion; Austin, TX) starting with approximately 500 ng total RNA. Hybridization of the cRNA was to the Sentrix HumanRef-8 Expression BeadChip (Illumina, Inc., San Diego, CA). Microarray data processing and analysis was performed using Illumina Bead Studio software. Hierarchical clustering analysis of the significant genes was done using the JMP 6.0.0 software. Validation of the expression patterns of selected genes was performed using RT-PCR.
2012-09-19 | E-GEOD-26055 | biostudies-arrayexpress