We analyzed three clinical parameters with gene expression data from 122 liver tissues. Six healthy samples were used in validation.
Predictive model for inflammation grades of chronic hepatitis B: Large-scale analysis of clinical parameters and gene expressions.
Specimen part
View SamplesIRF9 is ubiquitously expressed and mediates the effects of IFNs, previous study showed that IRF9 played an important role in immunity and cell fate decision. Our recent study revealed that IRF9 involved in cardiac hypertrophy, hepatic steatosis and insulin resistance. However, the function of IRF9 in VSMC and neointima formation was largely unknown. We found that IRF9 expression was significantly increased in the VSMCs of mouse carotid artery. More importantly, we generated SMC-specific IRF9 overexpression transgenic mice (IRF9 TG) and found that IRF9 TG significantly increased VSMC proliferation, migration and neointima formation compared with NTG mice in response to injury. To evaluate the underlying mechanism by which IRF9 promotes VSMC proliferation and migration after vascular injury, IRF9 TG and NTG mice were subjected to wire-injury and the carotid arteries were collected at 14 days post-injury. We combined 3-5 vessels for one sample, and 3 samples for each phenotype. Subsequently, a total of 400ng RNA was used following Affymetrix instruction and 10 ug of cRNA were hybridized for 16 hr at 45. GeneChips were scanned using the Scanner 7G and the data was analyzed with Expression Console using Affymetrix default analysis settings and global scaling as normalization method. RMA analysis was employed to evaluate the gene expression.
Interferon regulatory factor 9 is critical for neointima formation following vascular injury.
Specimen part
View SamplesTo understand the specific mechanism by which Foxj3 and Zbtb18 control RA-induced neural directional differentiation of ESCs, total mRNAs of Foxj3-ES and Zbtb18-ES were extracted and used for RNA seq and transcriptome analyses. Compared with the control, 1331 genes were differentially expressed (P < 0.05) by twofold in Foxj3-ES (557 were underexpressed and 774 were overexpressed), and 1175 genes were differentially expressed (P < 0.05) by twofold in Zbtb18-ESCs (548 were underexpressed and 627 were overexpressed). Through Gene ontology and gene co-expression network analysis, we identified four critical genes in the neural regulatory networks: Olig1, Zic5, Erbb2, and Olig2. Our study shows that Foxj3 and Zbtb18 could trigger the gene regulatory networks of neurodevelopment by mediating the expression of Olig1, Zic5, Erbb2, and Olig2. Overall design: mRNA profiles of Foxj3 or Zbtb18 stable expressed embryonic stem cell lines by deep sequencing
Retinoic acid-induced upregulation of miR-219 promotes the differentiation of embryonic stem cells into neural cells.
No sample metadata fields
View SamplesNeurofibromatosis type II (NF2) is a disease that needs new solutions. Vestibular schwannoma (VS) growth cause progressive hearing loss, and the standard treatment including surgery and radiotherapy, can further damage the nerve. There is an urgent need to identify an adjunct therapy that, by enhancing the efficacy of radiation, can help lower the radiation dose and preserve hearing. The mechanisms underlying deafness in NF2 are still unclear. One of the major limitations in studying tumor-induced hearing loss is the lack of mouse models that allows hearing test. Here we developed a cerebellopontine angle (CPA) schwannomas model that faithfully recapitulates the tumor-induced hearing loss. Using this model we discovered that cMET blockade by crizotinib (CRZ) enhanced schwannoma radiosensitivity by enhancing DNA damage, and CRZ treatment combined with low-dose radiation was as effective as high-dose radiation. CRZ treatment had no adverse effect on hearing; however, it did not affect tumor-induced hearing loss, presumably because cMET blockade did not change tumor HGF levels. cMET gene knockdown study independently confirmed the role of cMET pathway in mediating the effect of CRZ. Furthermore, we evaluated the translational potential of cMET blockade in human schwannomas. We found that human NF2-associated and sporadic VSs showed significantly elevated HGF expression and cMET activation compared to normal nerves, which correlated with tumor growth and cyst formation. Using organoid brain slice culture, cMET blockade inhibited the growth of patient-derived schwannomas. Our findings provide the rationale and necessary data for the clinical translation of combined cMET blockade with radiation therapy in NF2 patients.
Targeting the cMET pathway augments radiation response without adverse effect on hearing in NF2 schwannoma models.
Sex, Age, Specimen part, Disease, Disease stage
View SamplesHepatitis B virus (HBV) infection is a leading risk factor for liver fibrosis (LF) and hepatocellular carcinoma. Emerging evidence indicates that host genetic, virological and immunological factors will influence the fibrotic progress. Many previous studies have focused on specific pathways or genes included in LF mechanism, however global view of the whole genome expresion profile in HBV related LF patients never been studied, and the mechanisms underlying the promotion of liver fibrosis progression remain obscure. Here we collected liver biopsy samples from 124 chronic hepatitis B (CHB) patients and used Affymetrix HG U133 Plus 2.0 microarray to quantify the transcriptome of these patients. Through integrated data analysis, including geneset enrichment analysis (GSEA), weighted gene co-expression analysis (WGCNA), differential expressed gene (DEG) screening, trend test, principle component analysis (PCA) etc., we identified several key pathways and hub genes participated in the initiation and exacerbation of liver fibrotic progress. The function of these hub genes were also validated by in vitro and in vivo experiments using HepG2, Huh7 and LX-2 cell lines and transgenic mice. This is the first large-scale study investigating the gene expression profile in HBV-related LF patients which will be crucial for unlocking the gene functions and gene-gene correlations in fibrosis progess.
Characterization of gene expression profiles in HBV-related liver fibrosis patients and identification of ITGBL1 as a key regulator of fibrogenesis.
Sex, Age, Specimen part
View SamplesRetinal degeneration often affects the whole retina even though the disease-causing gene is specifically expressed in the light-sensitive photoreceptors. These retinal defects can potentially be determined by gene-expression profiling of the whole retina. In this study, we measured the gene-expression profile of retinas microdissected from a zebrafish pde6cw59 (pde6c) mutant. Its retinas display not only photoreceptor degeneration but also issues in other cell types starting from 4 days postfertilization (dpf). To capture these initial changes, we subjected pde6c and wild-type (WT) retinas at 5 dpf to RNA sequencing (RNA-Seq) on the Illumina HiSeq 2000 platform. The sequencing analyses indicate that the RNA-Seq dataset was of high quality. We also validated the RNA-Seq results by Reverse Transcription Quantitative Polymerase Chain Reaction (RT-qPCR) of seven phototransduction genes. We found that the fold changes of these genes measured by RT-qPCR highly correlated to those measured by RNA-Seq. Therefore, our RNA-Seq dataset likely captures the molecular changes in the whole pde6c retina. This dataset will facilitate the characterization of the molecular defects in the pde6c retina at the initial stage of retinal degeneration Overall design: 3 samples of pde6c mutant and 3 samples of wild type animals are analyzed.
Expression profiling of the retina of pde6c, a zebrafish model of retinal degeneration.
No sample metadata fields
View SamplesThe goals of this study is to compare the whole genome transcriptome of gefitinib-resistant NSCLC cell line (PC9R) with its gefitinib-sensitive counterpart (PC9) using RNA-seq tecnology Methods: Genome-wide mRNA profiles of the PC9R and PC9 cells were generated by deep sequencing, using Illumina Hiseq2000. The sequence reads that passed quality filters were analyzed in the following steps: 1) RNA-seq reads were aligned to the hg19 genome assembly using TopHat (http://bioinformatics.oxfordjournals.org/content/25/9/1105.short) with the default parameters; 2) Expression index was generated using GFOLD V1.0.9 job count (http://bioinformatics.oxfordjournals.org/content/early/2012/08/23/bioinformatics.bts515); 3) Differential expression were calculated using GFOLD V1.0.9 job diff. Gene expression was quantified in rpkm (reads per kilobase of exon per million mapped sequence reads); 4) GFOLD, a generalized fold change, was used to rank the differentially expressed genes from the RNA-seq data. The GFOLD value can be considered as a reliable log2-fold change when only a single biological replicate is available Results: We found that hundreds of genes were either down- or up-regulated in the PC9R cells compared with the PC9 cells. Specifically, 6% of the total detected genes (1487 genes) were up-regulated in the PC9R cells, with a GFOLD value over 1, and 5% of the total detected genes (1112 genes) were down-regulated, with a GFOLD value less than -1. Conclusions: Our study reveals the differentially expressed genes in gefitinib-resistant NSCLC cells comparing with the sensitive cells in a genome-wide scale. This results help to provide the novel insight into the gefitinib-resistant mechanism. Overall design: The genome-wdie transcriptome study of gefitinib-resistant NSCLC cells (PC9R) comparing with the sensitive cells (PC9) using mRNA-seq technology
ERK inhibition represses gefitinib resistance in non-small cell lung cancer cells.
No sample metadata fields
View SamplesPolycomb repressive complex (PRC) 2, containing minimally EZH2, EED and Suz12, is the H3 lysine 27 methyltransferase playing pivotal roles in transcriptional regulation. EZH2 is the catalytic subunit, and H3K27me3 activates PRC2 through binding EED to propagate the repressive mark. Cofactor SAM-competitive (SAM-C) PRC2 inhibitors (PRC2is) have been discovered to treat lymphoma and rhabdoid tumors. Here we report the discovery of EED226, a potent and selective PRC2i directly binding to the H3K27me3 pocket of EED. Upon binding, EED226 induces conformational change in EED protein. Interestingly, it inhibits both the basal and the H3K27me3-stimulated PRC2 activities. Furthermore, EED226 selectively pulled down the endogenous PRC2 complex from human cell lysates, specifically modulates H3K27 methylation and target genes similarly as SAM-C PRC2 inhibitors, and effectively regresses human lymphoma xenograft tumor in mouse. More importantly, EED226 potently inhibits the SAM-C inhibitor-resistant PRC2 and synergizes with SAM-C PRC2i in cell proliferation blocking. Together, EED226 is an inhibitor of PRC2 with a novel mechanism and represent a potential complementary strategy for PRC2-targeted cancer therapy.
An allosteric PRC2 inhibitor targeting the H3K27me3 binding pocket of EED.
Specimen part, Cell line
View SamplesWe have used RNA-seq to examine circular RNAs from poly(A)- and poly(A)-/RNaseR RNAs in human PA1 cells Overall design: In order to identify novel circular RNAs from PA1 cells
Diverse alternative back-splicing and alternative splicing landscape of circular RNAs.
No sample metadata fields
View SamplesChinese lung adenocarcinomas exon-level expression
A novel PHD-finger protein 14/KIF4A complex overexpressed in lung cancer is involved in cell mitosis regulation and tumorigenesis.
Specimen part
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