A whole-blood RNA transcript based prognostic model in castration-resistant prostate cancer
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
SUBMITTER: Matthew Galsky
PROVIDER: E-GEOD-45705 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
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Project description:Epithelial-mesenchymal transition (EMT) has recently been recognized as a key element of cell invasion, migration, metastasis, and drug resistance in several types of cancer, including non-small cell lung cancer (NSCLC). Our aim was to clarify microRNA (miRNA) -related mechanisms underlying EMT followed by acquired resistance to epidermal growth factor receptor tyrosine-kinase inhibitor (EGFR-TKI) in NSCLC. MiRNA expression profiles were examined before and after transforming growth factor-beta1 (TGF-M-NM-21) exposure in four human adenocarcinoma cell lines with or without EMT. Correlation between expressions of EMT-related miRNAs and resistance to EGFR-TKI gefitinib was evaluated. MiRNA array and quantitative RT-PCR revealed that TGF-M-NM-21 significantly induced overexpression of miR-134, miR-487b, and miR-655, which belong to the same cluster located on chromosome 14q32, in lung adenocarcinoma cells with EMT. MAGI2 (membrane-associated guanylate kinase, WW and PDZ domain-containing protein 2), a predicted target of these miRNAs and a scaffold protein required for PTEN (phosphatase and tensin homolog), was diminished in A549 cells with EMT after the TGF-M-NM-21 stimulation. Overexpression of miR-134 and miR-487b promoted the EMT phenomenon and affected the drug resistance to gefitinib, whereas knockdown of these miRNAs inhibited the EMT process and reversed TGF-M-NM-21-induced resistance to gefitinib. Our study demonstrated that the miR-134/487b/655 cluster contributed to the TGF-M-NM-21-induced EMT phenomenon and affected the resistance to gefitinib by directly targeting MAGI2, whose suppression subsequently caused loss of PTEN stability in lung cancer cells. The miR-134/miR-487b/miR-655 cluster may be new therapeutic targets in advanced lung adenocarcinoma patients, depending on the EMT phenomenon. miRNA expression profiles before and after TGF-M-NM-21 exposure were assessed in the four lung adenocarcinoma cell lines, A549, LC2/ad, PC3, and, PC9 by TaqMan miRNA arrays. Relative ratios of miRNAs in cells after TGF-M-NM-21 exposure were calculated when compared with the cells before TGF-M-NM-21 exposure.
2013-10-30 | E-GEOD-51828 | biostudies-arrayexpress
Project description:Mantle cell lymphoma (MCL) is an aggressive B-cell non-HodgkinM-bM-^@M-^Ys lymphoma (NHL). In cancers, tumour suppressive microRNAs may be silenced by DNA hypermethylation. By microRNA profiling, miR-155-3p was significantly upregulated upon demethylation treatment of MCL cell lines with 5-aza-2M-bM-^@M-^Y-deoxycytidine (5-azadC). Methylation-specific PCR, verified by pyrosequencing, showed complete methylation of miR-155-3p in one MCL cell line (REC-1). 5-azadC treatment of REC-1 led to demethylation and re-expression of miR-155-3p. Over-expression of miR-155-3p led to increased sub-G1 apoptotic cells and reduced cellular viability, demonstrating its tumour suppressive properties. By luciferase assay, lymphotoxin-beta (LT-M-NM-2) was validated as a miR-155-3p target. In 31 primary MCL, miR-155-3p was found hypermethylated in 6(19%) cases. To test if methylation of miR-155-3p was MCL-specific, miR-155-3p methylation was tested in an additional 191 B-cell, T-cell and NK-cell NHLs, yielding miR-155-3p methylation in 66(34.6%) including 36(27%) non-MCL B-cell, 24(53%) T-cell and 6(46%) of NK-cell lymphoma. Moreover, in 72 primary NHL samples with RNA, miR-155-3p methylation correlated with miR-155-3p downregulation (p=0.030), and LT-M-NM-2 upregulation (p=0.004). Collectively, miR-155-3p is tumour suppressive microRNA hypermethylated in MCL and other NHL subtypes. As miR-155-3p targets LT-M-NM-2, which is an upstream activator of the non-canonical NF-kB signalling, miR-155-3p methylation is potentially important in lymphomagenesis Total RNA isolated from MINO and JEKO-1 before and after 5-azadC treatment were converted into cDNA by MegaplexTM RT Primers and TaqManM-BM-. MicroRNA Reverse Transcription Kit. cDNA was pre-amplified using MegaplexTM PreAmp Primer and loaded onto 384-well format TaqmanM-BM-. human microRNA array A V2.0 & B V3.0. Real-time PCR was performed on 7900HT Real-Time PCR system and raw data were analyzed normalizing to mean of three endogenous controls (U6snRNA, RNU44 and RNU48). Relative microRNA levels were determined by M-NM-^TM-NM-^TCt using endogenous controls and untreated controls using SDS 2.4 and RQ manager 1.2. All experimental procedures and analyses were performed according to manufacturerM-bM-^@M-^Ys instruction, using reagents, system and softwares acquired from Applied Biosystems (Foster City, USA).
2014-08-31 | E-GEOD-57128 | biostudies-arrayexpress
Project description:microRNA expression signatures can differentiate normal and breast cancer tissues and can define specific clinico-pathological phenotypes in breast tumors. In order to further evaluate the microRNA expression profile in breast cancer, we analyzed the expression of 667 microRNAs in 29 tumors and 21 adjacent normal tissues using TaqMan Low-density arrays. 130 miRNAs showed significant differential expression (adjusted P value=0.05, Fold Change=2) in breast tumors compared to the normal adjacent tissue. Importantly, the role of 43 of these microRNAs has not been previously reported in breast cancer, including several evolutionary conserved microRNA*, showing similar expression rates to that of their corresponding leading strand. The procedure begins with the retro-transcription of 70ng of total RNA with stem-loop primers to obtain a cDNA template. A pre-amplification step was included in order to increase the concentration of the original material and to detect microRNAs that are expressed at low levels. The pre-amplified product was loaded into the TaqManM-BM-. Low Density Arrays and amplification signal detection was carried out using the 7900 FAST real time thermal cycler (ABI). A total of 29 tumor and 21 normal samples (two pools: one containing five samples, other containing 12 samples, plus 4 independent normal samples) were analyzed. 23 tumors and the two normal pools were processed by triplicate, representing 82% of the total samples.
2012-03-10 | E-GEOD-35412 | biostudies-arrayexpress
Project description:Global miRNA expression profiling of human malignancies is gaining popularity in both basic and clinically driven research. But to date, the majority of such analyses have used microarrays and quantitative real-time PCR. With the introduction of digital count technologies, such as next-generation sequencing (NGS) and the NanoString nCounter System, we have at our disposal, many more options. To make effective use of these different platforms, the strengths and pitfalls of several miRNA profiling technologies were assessed, including a microarray platform, NGS technologies and the NanoString nCounter System. These results were compared to gold-standard quantitative real-time PCR. Comparison of non-small cell lung cancer cell lines grown in vitro (n = 5) and in vivo (n = 5) as xenograft models.
2013-10-22 | E-GEOD-51503 | biostudies-arrayexpress
Project description:Bone marrow (BM) niches provide an optimal substrate for multiple myeloma (MM) cell lodgement and growth. Nevertheless, little is known about the putative mechanisms by which the BM microenvironment can lead to initiation or progression of oncogenesis in this disease. We have demonstrated that BM mesenchymal stromal cell-derived exosomes transfer their miRNA and protein content to clonal plasma cells, thus acting as synaptic vesicles responsible for molding the microenvironment surrounding multiple myeloma (MM) cells, leading to MM growth, dissemination and, therefore, disease progression. We used microarray to detail the changes in microRNA expression in MM-BM mesenchymal stromal cell (MSC)-derived exosomes, compared to normal- and monoclonal gammopathy of undetermined significance- BM-MSC-derived exosomes. Exosomes have been isolated from cell culture supernatant of BM-MSCs (MM=7; MGUS=2; Normal=4), and subsequently evaluated at ultrastructural level by using electron microscopy and immunogolf labeling. RNA was extracted; and miRNA profiling has been assessed by using TaqMan human miRNA profiling. Mean miRNA expression value has been used for miRNA RT-qPCR data normalization, as described (Mestdagh et al., 2009).
2013-07-24 | E-GEOD-39571 | biostudies-arrayexpress
Project description:MicroRNA (miRNA) expression profiling identified miR-638 as one of the most significantly overexpressed miRNAs in metastatic lesions compared with primary melanomas. miR-638 enhanced the tumourigenic properties of melanoma cells in vitro and lung colonization in vivo. mRNA expression profiling of miR-638 and antagomir-transduced cells identified new candidate genes as miR-638 targets, the majority of which is involved in p53-mediated apoptosis regulation. miR-638 depletion stimulated expression of p53 and its downstream target genes and induced apoptosis and autophagy in melanoma cells. miR-638 promoter analysis revealed transcription factor associated protein 2-M-NM-1 (TFAP2A) as a direct negative regulator of miR-638. Further analyses provided strong evidence for a double negative regulatory feedback loop between miR-638 and TFAP2A. Taken together, miR-638 may support melanoma progression by suppressing p53-mediated apoptosis pathways and by targeting the transcriptional repressor TFAP2A. TaqManM-BM-. low-density arrays (TLDA; human microRNA Cards A v2.1 & B v2.0, Applied Biosystems, Darmstadt, Germany) were used for measuring the expression of 667 human miRNAs in primary melanomas (PM, n=8), lymph node metastases (LNM, n=9) or distant cutaneous metastases (DCM, n=10).
2014-01-30 | E-GEOD-54492 | biostudies-arrayexpress
Project description:MicroRNAs (miRNAs), small non-coding RNAs that fine-tune gene expression, play multiple roles in the cell, including cell fate specification. We have analyzed the differential expression of miRNAs during fibroblast reprogramming into induced pluripotent stem cells (iPSCs) and endoderm induction in iPSCs upon treatment with high concentrations of Activin-A in reduced serum. During reprogramming, adult mouse fibroblasts are converted into cells that resemble embryonic stem cells (ESCs) according to standard molecular and functional assays for pluripotency. The reprogrammed iPSCs assume an ESC-like miRNA signature, marked by the strong induction of pluripotency clusters miR-290-295 and miR-302/367 and conversely the downregulation of the let-7 family. On the other hand, endoderm induction in iPSCs results in the upregulation of 13 miRNAs. Given that the liver and the pancreas are common derivatives of the endoderm, the comparison of the expression levels of these 13 upregulated miRNAs with those in hepatocytes and pancreatic islets suggests a trend of miRNA upregulation in the endoderm tending towards an islet phenotype rather than that of a hepatocyte. These observations provide insights into how differentiation may be guided more efficiently towards the endoderm and further into the liver or pancreas. Moreover, we also report novel miRNAs enriched for each of the cell types analyzed. Stemloop RT-qPCR gene expression profiling. REPROGRAMMING: Differentially expressed miRNAs were determined between iPSCs (n=5 clones) and parent tail-tip fibroblasts (n=5) using mESCs R1 (n=3) and D3 (n=3). DIFFERENTIATION: Differentially expressed miRNAs were also analyzed in two iPSC clones upon treatment with Activin-A (n=2 each), and between primary mouse hepatocytes (n=3) and pancreatic islets (n=3).
2015-02-20 | E-GEOD-36046 | biostudies-arrayexpress
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2012-08-11 | E-GEOD-40019 | biostudies-arrayexpress
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2013-07-30 | E-GEOD-42587 | biostudies-arrayexpress