Project description:This SuperSeries is composed of the following subset Series: GSE23553: Gene expression changes with induction of in-vitro platinum-resistance in ovarian cancer cell lines. GSE23554: Ovarian Cancer Dataset Refer to individual Series
Project description:Variable responses to platinum chemotherapy and the development of resistant disease drive high mortality in high-grade serous ovarian cancer (HGSOC), the deadliest gynecological malignancy. Here, we developed the organoid drug resistance assay (ODR-test) to quantify the patient-specific efficacy of platinum treatment and generated post-platinum lines (ptGPC) as an in vitro model of platinum-resistant ovarian cancer (PROC). We observed a gradual increase in resistance of ptGPC lines, mirroring the clinical outcomes of patients. We have performed RNA-seq analysis from two different donor organoid lines, before carboplatin exposure and paired ptGPC lines of long-term expandable organoids that successfully overcame in vitro drug treatment. By differential expression analysis, we have identified target genes that mediate the cellular response to platinum and play a role in the development of resistant phenotype in ovarian cancer. We have found that carboplatin treatment triggers sustained reprogramming and ptGPC organoids from different donors show common changes in cell adhesion and cytoskeletal organization, indicating the existence of conserved mechanisms that lead to an increase in resistance.
Project description:Conventional frontline treatment for ovarian cancer consists of successive chemotherapy cycles of paclitaxel and platinum. Despite the initial favorable responses for most patients, chemotherapy resistance frequently leads to recurrent or refractory disease. New treatment strategies that circumvent or prevent mechanisms of resistance are needed to improve ovarian cancer therapy. We developed in vitro ovarian cancer cell line models of acquired paclitaxel resistance using 2 immortalized human ovarian cancer cell lines, OVCAR3 and TOV-21G. We also developed in vitro primary ovarian cancer organoid models using tumor tissue from 7 patients with gynecologic malignancies. Gene expression differences in resistant and sensitive lines were analyzed by RNA sequencing to identify potential mechanisms of paclitaxel resistance in primary ovarian cancer.
Project description:Variable responses to platinum chemotherapy and the development of resistant disease drive high mortality in high-grade serous ovarian cancer (HGSOC). Here, we developed the organoid drug resistance assay (ODR-test) to quantify the patient-specific efficacy of platinum treatment and generated post-platinum lines as an in vitro model of platinum-resistant ovarian cancer (PROC). We observed a gradual increase in resistance, mirroring the clinical outcomes of patients. Transcriptional and proteomic analyses of post-platinum phenotypes revealed changes in cell adhesion and differentiation as adaptive mechanisms irrespective of the basal resistance level. We found that Keratin 17 (KRT17) is a mediator of developing resistance and validated its function by CRISPR/Cas9 and overexpression. Additionally, we determined KRT17 (K-score) as a significant negative prognostic factor for survival based on analysis of a tumor microarray (N=377) of patients with advanced HGSOC. In organoids, increased KRT17 levels enhanced sensitivity to PI3K/Akt inhibitors Alpelisib and Afuresertib, highlighting the potential of KRT17 as a stratification biomarker for targeted therapies. These findings quantify patient-specific platinum response, identify PROC via KRT17 as a biomarker, and propose alternative targeted therapy for this challenging group of patients.
Project description:Changes in chromatin organization are associated with resistance to anti-cancer drugs, such as platinum-based chemotherapy used as the primary treatment of ovarian cancer. We have examined the genomic distribution of chromatin accessibility changes, and relationship to gene expression changes, occurring during acquisition of resistance in vivo of high grade serous ovarian cancer (HGSOC) patients and whether this associates with genomic DNA damage distribution. Using matched chemo-sensitive and chemo-resistant ovarian cell lines isolated from HGSOC patients before and following acquisition of clinical resistance to platinum-based chemotherapy, we have examined the relationship between chromatin accessibility by ATAC-seq, platinum-DNA adduct distribution by Pt-Exo-seq and gene expression by RNA-seq. We have correlated chromatin changes between the lines at gene promoters, CpG islands, enhancer sequences and other genomic regions with changes in gene expression and platinum-DNA adduct distribution. We observe chromatin conformation differences following acquisition of platinum-resistance, with the HGSOC resistant lines clustering together, separately from their respective sensitive counterparts. Resistant lines show altered chromatin accessibility at intergenic regions, but less so at gene promoters. Super-enhancers, as defined by clusters of cis-regulatory elements, at these intergenic regions show chromatin changes that are associated with altered expression of linked genes, with enrichment for genes involved in the Fanconi anemia/BRCA DNA damage response pathway. Genome-wide distribution of platinum adducts associates with the chromatin changes and distinguish sensitive from resistant lines. Regions incurring fewer platinum-adducts showed a significant reduction in accessibility the resistant HGSOC cell line PEO4 compared to the sensitive PEO1 counterpart. Surprisingly, regions showing increased damage in PEO4 had an even greater reduction in accessibility. In the resistant line, we observe fewer adducts around gene promoters and more adducts at intergenic regions. In cell lines derived from patients following acquisition of clinical resistance to platinum-based chemotherapy, chromatin changes at super-enhancers correlate with gene expression changes in DNA repair pathways known to influence platinum sensitivity. Although cisplatin is a relatively non-specific DNA damaging agent, there are consistent differences in distribution of adducts between the matched sensitive and resistant ovarian cell lines, which is independent of the overall level of adducts formed.
Project description:Changes in chromatin organization are associated with resistance to anti-cancer drugs, such as platinum-based chemotherapy used as the primary treatment of ovarian cancer. We have examined the genomic distribution of chromatin accessibility changes, and relationship to gene expression changes, occurring during acquisition of resistance in vivo of high grade serous ovarian cancer (HGSOC) patients and whether this associates with genomic DNA damage distribution. Using matched chemo-sensitive and chemo-resistant ovarian cell lines isolated from HGSOC patients before and following acquisition of clinical resistance to platinum-based chemotherapy, we have examined the relationship between chromatin accessibility by ATAC-seq, platinum-DNA adduct distribution by Pt-Exo-seq and gene expression by RNA-seq. We have correlated chromatin changes between the lines at gene promoters, CpG islands, enhancer sequences and other genomic regions with changes in gene expression and platinum-DNA adduct distribution. We observe chromatin conformation differences following acquisition of platinum-resistance, with the HGSOC resistant lines clustering together, separately from their respective sensitive counterparts. Resistant lines show altered chromatin accessibility at intergenic regions, but less so at gene promoters. Super-enhancers, as defined by clusters of cis-regulatory elements, at these intergenic regions show chromatin changes that are associated with altered expression of linked genes, with enrichment for genes involved in the Fanconi anemia/BRCA DNA damage response pathway. Genome-wide distribution of platinum adducts associates with the chromatin changes and distinguish sensitive from resistant lines. Regions incurring fewer platinum-adducts showed a significant reduction in accessibility the resistant HGSOC cell line PEO4 compared to the sensitive PEO1 counterpart. Surprisingly, regions showing increased damage in PEO4 had an even greater reduction in accessibility. In the resistant line, we observe fewer adducts around gene promoters and more adducts at intergenic regions. In cell lines derived from patients following acquisition of clinical resistance to platinum-based chemotherapy, chromatin changes at super-enhancers correlate with gene expression changes in DNA repair pathways known to influence platinum sensitivity. Although cisplatin is a relatively non-specific DNA damaging agent, there are consistent differences in distribution of adducts between the matched sensitive and resistant ovarian cell lines, which is independent of the overall level of adducts formed.
Project description:Changes in chromatin organization are associated with resistance to anti-cancer drugs, such as platinum-based chemotherapy used as the primary treatment of ovarian cancer. We have examined the genomic distribution of chromatin accessibility changes, and relationship to gene expression changes, occurring during acquisition of resistance in vivo of high grade serous ovarian cancer (HGSOC) patients and whether this associates with genomic DNA damage distribution. Using matched chemo-sensitive and chemo-resistant ovarian cell lines isolated from HGSOC patients before and following acquisition of clinical resistance to platinum-based chemotherapy, we have examined the relationship between chromatin accessibility by ATAC-seq, platinum-DNA adduct distribution by Pt-Exo-seq and gene expression by RNA-seq. We have correlated chromatin changes between the lines at gene promoters, CpG islands, enhancer sequences and other genomic regions with changes in gene expression and platinum-DNA adduct distribution. We observe chromatin conformation differences following acquisition of platinum-resistance, with the HGSOC resistant lines clustering together, separately from their respective sensitive counterparts. Resistant lines show altered chromatin accessibility at intergenic regions, but less so at gene promoters. Super-enhancers, as defined by clusters of cis-regulatory elements, at these intergenic regions show chromatin changes that are associated with altered expression of linked genes, with enrichment for genes involved in the Fanconi anemia/BRCA DNA damage response pathway. Genome-wide distribution of platinum adducts associates with the chromatin changes and distinguish sensitive from resistant lines. Regions incurring fewer platinum-adducts showed a significant reduction in accessibility the resistant HGSOC cell line PEO4 compared to the sensitive PEO1 counterpart. Surprisingly, regions showing increased damage in PEO4 had an even greater reduction in accessibility. In the resistant line, we observe fewer adducts around gene promoters and more adducts at intergenic regions. In cell lines derived from patients following acquisition of clinical resistance to platinum-based chemotherapy, chromatin changes at super-enhancers correlate with gene expression changes in DNA repair pathways known to influence platinum sensitivity. Although cisplatin is a relatively non-specific DNA damaging agent, there are consistent differences in distribution of adducts between the matched sensitive and resistant ovarian cell lines, which is independent of the overall level of adducts formed.
Project description:Transcriptome profiling of matched ovarian cancer cell lines with in vivo platinum sensitivity and resistance by next-generation sequencing
Project description:Platinum compounds display clinical activity against a wide variety of solid tumors. However, resistance to these agents is a major limitation in cancer therapy. Reduced platinum uptake and increased platinum export are examples of resistance mechanisms that limit the extent of DNA damage. Here, we report the discovery and characterization of the role of ATP11B, a P-type ATPase membrane protein, in cisplatin resistance. ATP11B gene silencing restored the sensitivity of ovarian cancer cell lines to cisplatin in vitro. Combined therapy of cisplatin and ATP11B-siRNA significantly decreased cancer growth in mice bearing ovarian tumors derived from cisplatin-sensitive and -resistant cells. In vitro mechanistic studies on cellular platinum content and cisplatin efflux-kinetics indicated that ATP11B enhances the export of cisplatin from cells. The co-localization of ATP11B with fluorescent cisplatin and with vesicular trafficking proteins such as syntaxin-6 (STX6) and vesicular associated membrane protein 4 (VAMP4) strongly suggests that ATP11B contributes to secretory vesicular transport of cisplatin from Golgi to plasma membrane. In conclusion, silencing ATP11B expression might be a therapeutic strategy to overcome cisplatin resistance. We performed the transfection of control-siRNA and ATP11B-siRNA to both cisplatin-sensitive A2780-PAR and cisplatin-resistant A2780-CP20 cells respectively.
Project description:Chemo-resistance to platinum such as cisplatin is critical in the treatment of ovarian cancer. Recent evidences have linked epithelial-mesenchymal transition (EMT) with the drug resistance as a contributing mechanism. The current study explored the connection between cellular responses to cisplatin with EMT in ovarian cancer. 46 ovarian carcinoma cell lines expression data with and without Cisplatin treatment.