RNA seq of pancreatic cancer-associated fibroblasts
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE101665 | GEO | 2018/01/20
REPOSITORIES: GEO
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Project description:Pancreatic stellate cells are thought to be the predominant source of cancer-associated fibroblasts (CAFs) in pancreatic cancer. We developed a mouse model which allows us to track and analyze stellate cells and stellate cell-derived CAFs in vivo during pancreatic tumorigenesis for the first time. We find that stellate cells in fact give rise to a minority of all CAFs. Here, we have used lineage reporters to isolate stellate cell-derived and non-stellate cell-derived CAFs and compared them by RNA-seq.
2021-09-16 | GSE143805 | GEO
Project description:Gene expression in low passage pancreatic Cancer-associated Fibroblasts (CAFs) was assayed via Affymetrix HG U133plus2.0 arrays We used these array data to extract GPCR expression in human pancreatic CAFs, to compare with the same from RNA-seq and Taqman GPCR arrays
2019-10-28 | GSE124945 | GEO
Project description:Human pancreatic stellate cells (HPSCs) are an essential stromal component and are the mediators of pancreatic ductal adenocarcinoma (PDAC) progression. Small extracellular vesicles (sEVs) are membrane-enclosed nanoparticles released from stellate cells adjacent to the PDAC. sEVs are believed to play a key role in cell-cell communications and may play a critical role in disease progression. The role of membrane proteins of HPSC sEVs in the PDAC tumor microenvironment is unclear and to date, there has not been a quantitative proteomic comparison of sEVs from normal pancreatic stellate cells (HPaStec) and from PDAC-associated stellate cells (HPSCs). We hypothesized there would be differences in sEVs secretion and membrane protein expression between the 2 conditions that might contribute to PDAC biology. To test these hypotheses, we isolated sEVs using ultracentrifugation followed by characterization by electron microscopy and Nanoparticle Tracking Analysis. HPSCs secreted more sEVs compared to HPaStec, and these sEVs were enriched with exosomal markers, which was confirmed by Western blotting and flow cytometry. HPSC-sEVs also restore the activation of normal stellate cells. Next, we showed that intact membrane-associated proteins may be essential for sufficient uptake of stellate cell sEVs by both normal epithelial and cancer cells. Importantly, we demonstrated that stellate cells in general modulate the cellular proliferations of pancreatic cancer cells although stellate cell sEVs did not change the proliferation of cancer cells. We then compared sEV proteins isolated from HPSCs and HPaStecs cells using liquid chromatography–tandem mass spectrometry. Most of the 1,481 protein groups identified were shared with the exosome database, ExoCarta (http://exocarta.org/; curated by the Mathivanan Lab). Eighty-seven protein groups were differentially expressed (selected by 2-fold difference and adjusted P value ≤ 0.05) between HPSC and HPaStec sEVs. HPSC sEVs contained dramatically more CSE1L, a poor prognostic marker for pancreatic cancer. In conclusion, our findings using mass spectrometry–based proteomics may direct further studies to understand the biology and role of protein composition of HPSC sEVs in PDAC progression or to develop novel strategies based on delivery of exosome cargo to PDAC tumor cells.
2023-03-11 | PXD030077 | Pride
Project description:Tumor growth and metastasis is controlled by paracrine signaling between cells of the tumor microenvironment and malignant cells. Cancer-associated fibroblasts (CAFs), are functionally important components of the tumor microenvironment. Although some steps involved in the cross-talk between these cells are known, there is still a lot that is not clear. Thus, the addition of, the consideration of microenvironment in the development of the disease, to the clinical and pathological procedures (currently admitted as the consistent value cancer treatments) could lay the foundations for the development of new treatment strategies to control the disease. Primary CAF cultures from 15 primary human colon tumors were established Their purity was evaluated by the expression of various epithelial and myofibroblast specific markers Co-culture assays of primary CAFs with different colon tumor cells were performed to evaluate pro-migratory CAF-derived effects on cancer cells CAF gene expression profiles were analyzed by microarray to identify deregulated genes in different pro-migratory CAFs
2013-10-30 | E-GEOD-51257 | biostudies-arrayexpress
Project description:Pancreatic ductal adenocarcinoma (PDAC) is characterized by the presence of abundant desmoplatic stroma primarily composed of cancer-associated fibroblasts (CAFs). It is generally accepted that CAFs stimulate tumor progression and might be implicated in drug resistance and immunosuppression. Here, we have compared the transcriptional profile of PDGFRα+ CAFs isolated from genetically engineered mouse PDAC tumors with that of normal pancreatic fibroblasts (NPFs) to identify genes potentially implicated in their pro-tumorigenic properties. We report that the most differentially expressed gene, Saa3, a member of the acute-phase Serum Amyloid A (SAA) apolipoprotein family, is a key mediator of the pro-tumorigenic activity of PDGFRα+ CAFs. Whereas Saa3 competent CAFs stimulate the growth of PDAC tumor cells in an orthotopic model, Saa3 null CAFs inhibit tumor growth. Saa3 also plays a role in the cross-talk between CAFs and tumor cells. Ablation of Saa3 in pancreatic tumor cells makes them insensitive to the inhibitory effect of Saa3 null CAFs. As a consequence, germline ablation of Saa3 does not prevent PDAC tumor development in mice. The pro-tumorigenic activity of Saa3 in CAFs is mediated by Mpp6, a member of the palmitoylated membrane protein subfamily of the peripheral membrane-associated guanylate kinases. Finally, we interrogated whether these observations could be translated to a human scenario. Indeed, SAA1, the orthologue of murine Saa3, is overexpressed in human CAFs. Moreover, high levels of SAA1 in the stromal component correlate with worse survival. These findings support the concept that selective inhibition of SAA1 in CAFs may provide potential therapeutic benefit to PDAC patients.
2018-01-22 | GSE106901 | GEO
Project description:Cancer-associated fibroblasts (CAFs) give rise to desmoplastic stroma, which supports tumor progression and metastasis, and comprises up to 90% of the tumor mass in pancreatic cancer. Recent work by us and others has shown that CAFs are transcriptionally rewired by adjacent cancer cells to form heterogeneous subtypes. Whether this rewiring is differentially affected by different driver mutations in cancer cells is largely unknown. Here we address this question by dissecting and comparing the stromal landscape of BRCA-mutated and BRCA Wild-type (WT) pancreatic ductal adenocarcinoma (PDAC). We comprehensively analyze PDAC samples from a cohort of 42 patients by laser-capture microdissection, RNA-sequencing and multiplexed immunofluorescence, revealing different CAF subtype compositions in germline BRCA-mutated vs. BRCA-WT tumors. In particular, we detect an increase in a subset of Clusterin (CLU)-positive CAFs in BRCA-mutated tumors. Using cancer organoids, co-cultures and in-vivo models we show that loss of BRCA function in cancer cells leads to a transcriptional shift of pancreatic stellate cells from myofibroblastic into immune-regulatory CLU+ CAFs. This process is mediated through activation of heat-shock factor 1 (HSF1), the transcriptional regulator of Clu. Our findings unravel a new dimension of stromal heterogeneity, influenced by germline mutations in cancer cells, with direct translational implications for clinical research.
2022-10-10 | GSE200613 | GEO
Project description:Cancer-associated fibroblasts (CAFs) give rise to desmoplastic stroma, which supports tumor progression and metastasis, and comprises up to 90% of the tumor mass in pancreatic cancer. Recent work by us and others has shown that CAFs are transcriptionally rewired by adjacent cancer cells to form heterogeneous subtypes. Whether this rewiring is differentially affected by different driver mutations in cancer cells is largely unknown. Here we address this question by dissecting and comparing the stromal landscape of BRCA-mutated and BRCA Wild-type (WT) pancreatic ductal adenocarcinoma (PDAC). We comprehensively analyze PDAC samples from a cohort of 42 patients by laser-capture microdissection, RNA-sequencing and multiplexed immunofluorescence, revealing different CAF subtype compositions in germline BRCA-mutated vs. BRCA-WT tumors. In particular, we detect an increase in a subset of Clusterin (CLU)-positive CAFs in BRCA-mutated tumors. Using cancer organoids, co-cultures and in-vivo models we show that loss of BRCA function in cancer cells leads to a transcriptional shift of pancreatic stellate cells from myofibroblastic into immune-regulatory CLU+ CAFs. This process is mediated through activation of heat-shock factor 1 (HSF1), the transcriptional regulator of Clu. Our findings unravel a new dimension of stromal heterogeneity, influenced by germline mutations in cancer cells, with direct translational implications for clinical research.
2022-10-10 | GSE200616 | GEO
Project description:Cancer-associated fibroblasts (CAFs) give rise to desmoplastic stroma, which supports tumor progression and metastasis, and comprises up to 90% of the tumor mass in pancreatic cancer. Recent work by us and others has shown that CAFs are transcriptionally rewired by adjacent cancer cells to form heterogeneous subtypes. Whether this rewiring is differentially affected by different driver mutations in cancer cells is largely unknown. Here we address this question by dissecting and comparing the stromal landscape of BRCA-mutated and BRCA Wild-type (WT) pancreatic ductal adenocarcinoma (PDAC). We comprehensively analyze PDAC samples from a cohort of 42 patients by laser-capture microdissection, RNA-sequencing and multiplexed immunofluorescence, revealing different CAF subtype compositions in germline BRCA-mutated vs. BRCA-WT tumors. In particular, we detect an increase in a subset of Clusterin (CLU)-positive CAFs in BRCA-mutated tumors. Using cancer organoids, co-cultures and in-vivo models we show that loss of BRCA function in cancer cells leads to a transcriptional shift of pancreatic stellate cells from myofibroblastic into immune-regulatory CLU+ CAFs. This process is mediated through activation of heat-shock factor 1 (HSF1), the transcriptional regulator of Clu. Our findings unravel a new dimension of stromal heterogeneity, influenced by germline mutations in cancer cells, with direct translational implications for clinical research.
2022-10-10 | GSE200615 | GEO
Project description:Pancreatic ductal adenocarcinoma (PDAC) has a characteristically dense stroma comprised predominantly of cancer associated fibroblasts (CAFs). CAFs promote tumor growth, metastasis and treatment resistance. We aimed to investigate the molecular changes and functional consequences associated with chemotherapy treatment of PDAC CAFs. Chemoresistant immortalized CAFs (R-CAFs) were generated by continuous incubation in 100nM gemcitabine. Gene expression differences between treatment naïve CAFs (N-CAFs) and R-CAFs were compared by array analysis. Immortalized human pancreatic CAFs were grown for 30 days in either control media or media containing 100nM gemcitabine. RNA was then isolated and hybidized on U133 Plus 2.0 Affymetrix arrays.
2016-03-09 | E-GEOD-78982 | biostudies-arrayexpress
Project description:Cancer associated fibroblasts (CAFs) have been shown to plays crucial roles in cancer progression. Although increasing evidence demonstrates that CAFs have important roles in modulating the aggressive phenotypes of cancer cells, their effects on the tumor vasculature remain underexplored. We co-cultured TIME human microvascular endothelial cells (MECs) with either primary human ovarian CAFs or normal ovarian fibroblasts (NFs) to evaluate the effects of CAFs on phenotypes of endothelial cells.
2018-02-14 | GSE106519 | GEO