Transcriptomic profiling of patient-derived xenografts and organoids in prostate cancer
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PROVIDER: EGAS00001004675 | EGA |
REPOSITORIES: EGA
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Project description:Therapy resistance and metastatic processes in prostate cancer remain undefined, due to lack of experimental models that mimic different disease stages. This project aims to profile the repertoire of somatic genetic alterations in novel PCa patient-derived xenograft and organoids models.
| EGAS00001004673 | EGA
Project description:Purpose: Treatment-induced tumor dormancy is a state in cancer progression where residual disease is present but remains asymptomatic. Dormant cancer cells are treatment-resistant and responsible for cancer recurrence and metastasis. Prostate cancer (PCa) treated with androgen-deprivation therapy (ADT) often enters a dormant state. ADT-induced PCa dormancy remains poorly understood due to the challenge in acquiring clinical dormant PCa cells and the lack of representative models. We, therefore, aimed to develop clinically relevant models that can be used for studying ADT-induced PCa dormancy. Experimental design: Dormant PCa models were established by castrating mice bearing PCa patient-derived xenografts (PDXs) of hormonal naïve or sensitive PCa. Dormancy status and tumor relapse were monitored and evaluated. Paired pre- and post-castration (dormant) PDX tissues were subjected to morphological and transcriptome profiling analyses. Results: We established eleven ADT-induced dormant PCa models that closely mimicked the clinical courses of ADT-treated PCa. We identified two ADT-induced dormancy subtypes that differed in morphology, gene expression, and relapse rates. We discovered transcriptomic differences in pre-castration PDXs that predisposed the dormancy response to ADT. We further developed a dormancy subtype-based, predisposed gene signature that was significantly associated with ADT response in hormonal naïve PCa and clinical outcome in castration-resistant PCa treated with ADT or androgen-receptor pathway inhibitors.
2022-01-11 | GSE193500 | GEO
Project description:Therapy resistance and metastatic processes in prostate cancer (PCa) remain undefined, due to lack of experimental models that mimic different disease stages. We describe an androgen-dependent PCa patient-derived xenograft (PDX) model from treatment-naïve, soft tissue metastasis (PNPCa). RNA and whole-exome sequencing of the PDX tissue and organoids confirmed transcriptomic and genomic similarity to primary tumor. PNPCa harbors BRCA2 and CHD1 somatic mutations, shows an SPOP/FOXA1-like transcriptomic signature and microsatellite instability, which occurs in 3% of advanced PCa and has never been modeled in vivo. Comparison of the treatment-naïve PNPCa with additional metastatic PDXs (BM18, LAPC9), in a medium-throughput organoid screen of FDA-approved compounds, revealed differential drug sensitivities. Multikinase inhibitors (ponatinib, sunitinib, sorafenib) were broadly effective on all PDX- and patient-derived organoids from advanced cases with acquired resistance to standard-of-care compounds. This proof-of-principle study may provide a preclinical tool to screen drug responses to standard-of-care and newly identified, repurposed compounds.
| S-EPMC7892572 | biostudies-literature
Project description:Chromosomal instability (CIN), an ongoing rate of chromosome missegregation during mitosis, is a defining feature of cancer. However, high chromosomal aberrations are detrimental for cell fitness. Here we investigated mechanisms allowing lethal prostate cancer (PCa) to tolerate and survive increasing CIN. Transcriptomic and proteomic analysis of patient datasets and experimental models showed a concomitant increase of CIN and cell division fidelity kinases in lethal PCa. Functional studies identified MASTL as a key kinase to which therapy-resistant PCa cells become addicted to restrain lethal CIN and ensure survival. Combined analysis of transcription factors increased in high CIN PCa patient datasets with detailed promoter analysis identified that MASTL expression is regulated by the Androgen Receptor variant 7 (AR-V7) and E2F7. Finally, targeting MASTL addiction vulnerability in vivo using the small molecule inhibitor GKI-1, improves survival of pre-clinical models. These findings provide proof-of-concept for exploiting CIN levels as a therapeutic approach in cancer.
2023-01-14 | PXD028271 | Pride
Project description:The main objective of the current study is to determine, using transcriptomic analysis on patient derived-xenograft models, whether differentially aggressive PCa tumors predispose their microenvironment (stroma) to a metastatic gene expression pattern. Transcriptomic profiling (RNA Sequencing) was performed on PCa PDX models representing different disease stages; BM18 (androgen dependent bone metastasis) and LAPC9 (androgen independent bone metastasis).
| EGAS00001004770 | EGA
Project description:The miR-183 cluster, which is comprised of paralogous miRs-183, -96 and -182, is overexpressed in many cancers, including prostate adenocarcinoma (PCa). Prior studies showed that overexpression of individual pre-miRs-182, -96 and -183 in prostate cells decreased zinc import, which is a characteristic feature of PCa tumours. Zinc is concentrated in healthy prostate 10-fold higher than any other tissue, and an >80% decrease in zinc is observed in PCa specimens. Here, we studied the effect of overexpression of the entire 4.8?kb miR-183 family cluster, including the intergenic region which contains highly conserved genomic regions, in prostate cells. This resulted in overexpression of mature miR-183 family miRs at levels that mimic cancer-related changes. Overexpression of the miR-183 cluster reduced zinc transporter and intracellular zinc levels in benign prostate cells, PCa xenografts and fresh prostate epithelial organoids. Microarray analysis of miR-183 family cluster overexpression in prostate cells showed an enrichment for cancer-related pathways including adhesion, migration and wound healing. An active secondary transcription start site was identified within the intergenic region of the miR-183 cluster, which may regulate expression of miR-182. Taken together, this study shows that physiologically relevant expression of the miR-183 family regulates zinc levels and carcinogenic pathways in prostate cells.
| S-EPMC5550464 | biostudies-literature
Project description:Dissemination of prostate cancer (PCa) cells to the bone marrow is an early event in the disease process. In some patients, following initial treatment, disseminated tumor cells (DTC) proliferate to form active metastases after a prolonged period of undetectable disease known as tumor dormancy. Identifying mechanisms of PCa dormancy and reactivation remain a challenge due to the lack of in vitro models. Here, we characterized in vitro PCa dormancy-reactivation by inducing three apparently dormant patient-derived xenograft (PDX) lines to proliferate through tumor cell contact with each other and with bone marrow stroma. Proliferating PCa cells demonstrated tumor cell-cell contact and integrin clustering on immunofluorescence. Global gene expression analyses on proliferating cells cultured on bone marrow stroma revealed a downregulation of TGFB2 in all of the three proliferating PCa PDX lines when compared to their non-proliferating counterparts. Furthermore, constitutive activation of myosin light chain kinase (MLCK), a downstream effector of integrin-beta1 and TGF-beta2, in non-proliferating cells resumed cell proliferation. This cell proliferation was associated with an upregulation of CDK6 and a downregulation of E2F4. Taken together, our data provide evidence to support cellular adhesion and downregulation of TGFB2 as a potential mechanism by which PCa cells escape from dormancy. Targeting TGF-beta 2-associated mechanism could provide novel opportunities to prevent lethal PCa metastasis. Custom Agilent-016162 44K whole human genome expression oligonucleotide microarrays were used to profile dormant and proliferating cells isolated from three separate LuCaP xenograft lines grown in co-culture with bone marrow stromal cells isolated from a patient with PCa bone metastases. RNA from 10 cells was amplified prior to hybridization against a common reference pool of prostate tumor cell lines.
2015-10-26 | E-GEOD-64262 | biostudies-arrayexpress
Project description:Prostate cancer (PCa) is the second leading cause of cancer death in men. Its clinical and molecular heterogeneity and the lack of in vitro models outline the complexity of PCa in the clinical and research settings. We established an in vitro mouse PCa model based on organoid technology that takes into account the cell of origin and the order of events. Primary PCa with deletion of the tumor suppressor gene PTEN (PTEN-del) can be modeled through Pten-downregulation in mouse organoids. We used this system to elucidate the contribution of TIP5 in PCa initiation, a chromatin regulator that is implicated in aggressive PCa. High TIP5 expression correlates with primary PTEN-del PCa and this combination strongly associates with reduced PSA recurrence-free survival. TIP5 is critical for the initiation of PCa of luminal origin mediated by Pten loss whereas it is dispensable once Pten-loss mediated transformation is established. Cross-species analyses revealed a PTEN gene signature that identified a group of aggressive primary PCa characterized by PTEN-deletion, high-TIP5 expression, and a TIP5-regulated gene expression profile. The results highlight the modelling of PCa with organoids as a powerful tool to elucidate the role of genetic alterations found in recent studies in their time order and cell of origin, thereby providing further optimization for tumour stratification to improve the clinical management of PCa.
2020-02-03 | GSE131845 | GEO
Project description:Dissemination of prostate cancer (PCa) cells to the bone marrow is an early event in the disease process. In some patients, following initial treatment, disseminated tumor cells (DTC) proliferate to form active metastases after a prolonged period of undetectable disease known as tumor dormancy. Identifying mechanisms of PCa dormancy and reactivation remain a challenge due to the lack of in vitro models. Here, we characterized in vitro PCa dormancy-reactivation by inducing three apparently dormant patient-derived xenograft (PDX) lines to proliferate through tumor cell contact with each other and with bone marrow stroma. Proliferating PCa cells demonstrated tumor cell-cell contact and integrin clustering on immunofluorescence. Global gene expression analyses on proliferating cells cultured on bone marrow stroma revealed a downregulation of TGFB2 in all of the three proliferating PCa PDX lines when compared to their non-proliferating counterparts. Furthermore, constitutive activation of myosin light chain kinase (MLCK), a downstream effector of integrin-beta1 and TGF-beta2, in non-proliferating cells resumed cell proliferation. This cell proliferation was associated with an upregulation of CDK6 and a downregulation of E2F4. Taken together, our data provide evidence to support cellular adhesion and downregulation of TGFB2 as a potential mechanism by which PCa cells escape from dormancy. Targeting TGF-beta 2-associated mechanism could provide novel opportunities to prevent lethal PCa metastasis.
2015-10-26 | GSE64262 | GEO
Project description:Prostate cancer (PCa) is the second most common cancer and fifth leading cause of cance death among men worldwide. Intriguingly, primary prostate tumors do not undergo a metabolic switch from oxidative phosphorylation to aerobic glycolysis to meet increased energetic and biosynthetic demand for cell growth and division. In contrast, PCa cells preferentially use fatty acids for metabolic fuel, and malignant transformation of prostate tissue is accompanied by a sustained increase in the activity of both lipogenic and oxidative enzymes. As peroxisomes (PO) play a key role in cellular lipid and redox metabolism, it may not come as a surprise that these organelles are increasingly recognized as being involved in the pathogenesis of PCa. However, many uncertainties and inadequacies in our understanding of how PO function in PCa progression remain. This project is intended to gain a more coherent picture of how alterations in PO metabolism contribute to PCa development, progression, and therapy response. Specifically, by employing cutting-edge technologies, we systematically inventory which peroxisomal parameters are affected in commonly used cell models of PCa.
2024-11-01 | PXD054270 | Pride