Single-cell RNA-seq analysis of prostate cancer cells [I]
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE145825 | GEO | 2021/10/10
REPOSITORIES: GEO
Similar Datasets
Project description:Androgen receptor (AR) plays key roles both in development of normal prostate gland and at all stages of prostate cancer. Due to the diversity of cell response to androgen stimulation, it’s necessary to investigate AR regulatory network at single cell level to fully understand how AR regulates transcription in prostate cancer cells. Here, we performed anti-androgen drug treated single cell RNA-seq profiling and transcriptome analysis on prostate cancer cell lines following 5α-dihydrotestosterone (DHT) stimulation. We sequenced 132 single cell transcriptomes in total and found gene expression heterogeneity among each cell. Finally, novel biological processes have been discovered combined with clinical data. This study provides a comprehensive profile to dissect hormone regulation in prostate cancer at single cell resolution.
2021-10-10 | GSE146323 | GEO
Project description:Androgen receptor (AR) plays key roles both in development of normal prostate gland and at all stages of prostate cancer. Due to the diversity of cell response to androgen stimulation, it’s necessary to investigate AR regulatory network at single cell level to fully understand how AR regulates transcription in prostate cancer cells. Here, we performed normal growing and time-series 5α-dihydrotestosterone (DHT) stimulated single cell RNA-seq profiling and transcriptome analysis on prostate cancer cell lines. We sequenced 186 single cell transcriptomes in total and found gene expression heterogeneity among each cell. Finally, novel biological processes have been discovered combined with clinical data. This study provides a comprehensive profile to dissect hormone regulation in prostate cancer at single cell resolution.
2021-10-10 | GSE145844 | GEO
Project description:5α-androstane-3α,17β-diol (3α-diol) is reduced from the potent androgen, 5α-dihydrotestosterone (5α-DHT), by reductive 3α-hydroxysteroid dehydrogenases (3α-HSDs). 3α-diol is believed to be a weak androgen, and has to be oxidized to 5α-DHT before it can exert its androgenic activity on androgen target tissues including the prostate. However, we repeatedly demonstrated that 3α-diol can be a potent androgen, activates cytoplasmic signaling pathway, and may be responsible for androgen-independent prostate cancer growth. A cancer-specific, cDNA-based membrane array was used to determine 3α-diol-mediated gene expressions in prostate cancer progression. Several canonical pathways appeared to be affected by 3α-diol-regulated signaling in LNCaP cells; among them are apoptosis signaling, PI3K/Akt signaling, and death receptor signaling pathways. Biological analysis of 3α-diol-activated signaling confirmed that 3α-diol augmented PI3K/Akt activation can be independent from the classical androgen receptor (AR) signaling. These observations sustained our previous report that 3α-diol continues to supported prostate cell survival and proliferation regardless the status of the AR. We provided the first global analysis of 3α-diol-activated gene expressions and identified cytoplasmic signaling pathways as important components of this response in human prostate cells. 3α-diol may play, therefore, a significant role for transition from androgen-dependent to androgen-independent prostate cancer progression in the presence of androgen blockade. Keywords: array, time course, androgen, prostate, cancer
2008-08-01 | GSE8860 | GEO
Project description:Androgen receptor (AR) orchestrates an intricate transcriptional regulatory network that governs prostate cancer initiation, development and progression. To understand this network in detail, we generated genome-wide maps of AR occupancy by ChIP-seq in LNCaP cells. We found NKX3-1, an androgen-dependent homeobox protein well-characterized for its role in prostate development and differentiation, being recruited to AR binding sites (ARBS) in response to androgen signaling. We identified 6,359 NKX3-1 binding sites, most of which overlapped with AR. In addition to its novel collaborative transcriptional role at well-known prostate cancer model genes, our binding and knockdown studies further suggested that NKX3-1 potentially regulates AR in a feed-forward manner. Integrative analysis of Oncomine molecular concepts showed that these androgen-regulated AR and NKX3-1 associated genes are significantly overexpressed in prostate carcinoma as well as advanced and recurrent prostate tumors. From our transcriptomic profiling and Gene Ontology analysis, we observed that AR and NKX3-1 co-regulate genes involved in ‘protein trafficking’ processes, which are mandatory events in the integration of oncogenic signaling pathways leading to prostate cancer development and progression. Interestingly, we found that AR and NKX3-1 co-regulate several members of the RAB GTPase family of secretory/trafficking proteins via the involvement of FoxA1 in a ternary complex and we believe that these AR/NKX3-1/FoxA1 co-regulated RAB genes could serve as expression signatures in prostate carcinogenesis. More specifically, through functional analyses, we showed that NKX3-1, together with AR and FoxA1, could promote prostate cancer cell survival through activation of RAB3B expression. Collectively, our study has provided important insights into the hierarchical transcriptional regulatory network established between AR and NKX3-1 and sought to elucidate the important genetic-molecular-phenotypic paradigm in androgen-dependent prostate cancer. Gene expression profiling of LNCaP in response to ETOH (vehicle) or DHT (5α-dihydrotestosterone) stimulation across different treatment time-points using microarray.
2011-11-16 | E-GEOD-28596 | biostudies-arrayexpress
Project description:Serum starved MDAMB453 cells were serum starved and treated for 4 hours with vehicle control (ethanol), 5α-dihydrotestosterone (DHT; 10nM) or medroxyprogesterone acetate (MPA; 10nM). AR binidng peaks were determined. Subsequent analysis showed that binding sites for androgen receptor are enriched at breast cancer risk loci.
2015-10-16 | GSE74069 | GEO
Project description:The goal of this analysis is to profile AR-regulated genes, especially non-coding RNAs in three androgen sensitive prostate cancer cell lines, MDA-PCA-2B, LNCaP and VCaP. The two cell lines were serum-starved first, followed by dihydrotestosterone (DHT) stimulation or treated with Enzalutamide (AR inhibitor) without starvation. Transcriptome profiling was generated by RNA-sequencing from polyA-selected RNA. These experiments are followed by knock-down experiments of AR and ARlnc1 in MDA-PCA-2B, and also Enzalutamide (anti-androgen) treatment of LNCaP cells.
2018-02-21 | GSE110903 | GEO
Project description:We report the high-throughput profiling of histone modifications in prostate cancer cells. By obtaining over 1 billion bases of sequence from chromatin immunoprecipitated DNA, we generated genome-wide chromatin-state maps of prostate cancer cells. we found androgen treatment dismisses a nucleosome over AR binding sites that are flanked by a pair of H3K4me2 marked nucleosomes. A novel quantitative model built on the behavior of such nucleosome pairs correctly identified regions bound by the regulators of the immediate androgen response including AR and FoxA1. More importantly this model also correctly predicted novel binding sites for other transcription factors present following prolonged androgen stimulation including Oct1 and NKX3.1. Thus quantitative modeling of enhancer structure provides a powerful predictive method to infer the identity of transcription factors involved in cellular responses to specific stimuli. Examination of 2 different histone modifications in prostate cancer cells with and without androgen (dihydrotestosterone, DHT) treatment.
2010-03-09 | E-GEOD-20042 | biostudies-arrayexpress
Project description:We report the androgen receptor recruitment to the chromatin of androgen responsive prostate cancer cell lines, LNCaP-1F5 and VCaP in response to physiological androgen 5a-dihydrotestosterone (DHT) using ChIP-sequencing. We compare the AR recruitment by DHT to that by partial agonist/antagonist cyproterone acetate and mifepristone (RU486) in LNCaP-1F5 cells. We also report the role of glucocorticoid receptor recruitment in presence of dexamethasone (Dex) in androgen responsive prostate cancer cells. The AR and GR cistrome analysis is subsequently compared with gene expression data and RNA Pol II analysis. The ChIP-seq has been performed using AR, GR, RNA Pol II antibodies. Expression profiling by microarray of LNCaP-1F5 cells treated with vehicle, 100 nM 5a-dihydrotestosterone (DHT), 100 nM dexamethasone (Dex), 1000 nM cyproterone acetate (CPA), 100 nM mifepristone (RU486) and combination of 100 nM DHT,100 nM Dex for 24 hours.
2013-02-05 | E-GEOD-39654 | biostudies-arrayexpress
Project description:Androgen receptor (AR) orchestrates an intricate transcriptional regulatory network that governs prostate cancer initiation, development and progression. To understand this network in detail, we generated genome-wide maps of AR occupancy by ChIP-seq in LNCaP cells. We found NKX3-1, an androgen-dependent homeobox protein well-characterized for its role in prostate development and differentiation, being recruited to AR binding sites (ARBS) in response to androgen signaling. We identified 6,359 NKX3-1 binding sites, most of which overlapped with AR. In addition to its novel collaborative transcriptional role at well-known prostate cancer model genes, our binding and knockdown studies further suggested that NKX3-1 potentially regulates AR in a feed-forward manner. Integrative analysis of Oncomine molecular concepts showed that these androgen-regulated AR and NKX3-1 associated genes are significantly overexpressed in prostate carcinoma as well as advanced and recurrent prostate tumors. From our transcriptomic profiling and Gene Ontology analysis, we observed that AR and NKX3-1 co-regulate genes involved in "protein trafficking" processes, which are mandatory events in the integration of oncogenic signaling pathways leading to prostate cancer development and progression. Interestingly, we found that AR and NKX3-1 co-regulate several members of the RAB GTPase family of secretory/trafficking proteins via the involvement of FoxA1 in a ternary complex and we believe that these AR/NKX3-1/FoxA1 co-regulated RAB genes could serve as expression signatures in prostate carcinogenesis. More specifically, through functional analyses, we showed that NKX3-1, together with AR and FoxA1, could promote prostate cancer cell survival through activation of RAB3B expression. Collectively, our study has provided important insights into the hierarchical transcriptional regulatory network established between AR and NKX3-1 and sought to elucidate the important genetic-molecular-phenotypic paradigm in androgen-dependent prostate cancer. Genome-wide binding analyses of AR, NKX3-1 and FoxA1 in LNCaP with or without DHT (5alpha-dihydrotestosterone) stimulation using ChIP-Seq.
2011-11-16 | E-GEOD-28264 | biostudies-arrayexpress
Project description:Deregulation of the Androgen Receptor (AR) transcriptional network is a common hallmark in prostate cancers. To achieve its precise transcriptional role, AR needs to co-operate specifically with a plethora of cofactors. In prostate cancers, AR transcription collaborators are frequently aberrantly over-expressed, altering the AR signaling pathway to one that promotes oncogenesis. Recently, the prostate cancer recurrent fusion gene, ERG, was shown to promote tumor progression by acting as a repressor of AR signaling. However, the exact mechanics and the functional consequences associated with this crosstalk between ERG and AR still remains relatively unknown. Interestingly, through chromatin immunoprecipitation coupled with massively parallel sequencing, we discover that ERG and other commonly over-expressed transcriptional co-repressors (HDAC1, HDAC2, HDAC3 and EZH2) are wired into an AR-centric transcriptional network via a spectrum of distal enhancers and/or proximal promoters. We show that ERG represses several AR target genes involved in epithelial differentiation. Furthermore, we demonstrated that suppression of the androgen-induced gene, Vinculin, by ERG and histone deacetylases increases cancer cell invasiveness. From our results, we propose that ERG, histone deactelyases and the histone methyltransferase, EZH2, could impede epithelial differentiation and contribute to prostate cancer progression, in part through modulating the transcriptional output of AR. Gene expression profiling of human prostate cancer VCaP cells with time-course dihydrotestosterone (DHT) stimulation using microarrays. Triplicates were generated for each treatment/time point.
2012-04-26 | E-GEOD-28948 | biostudies-arrayexpress