ABSTRACT: This SuperSeries is composed of the following subset Series: GSE33076: Linearity of amplification between gene expression values and the amounts of RNA in a retina cell group GSE33085: Transcriptome analysis of adult retina cell types GSE33088: Developmental time-course of adult cell-type-specific retina genes of amacrine cells Refer to individual Series
Project description:Brain circuits are assembled from a large variety of morphologically and functionally diverse cell types. It is not known how the intermingled cell types of individual brain regions differ in their expressed genomes. Here we describe an atlas of cell type transcriptomes of the adult retina. We found that each adult cell type expresses a specific set of genes, including a unique set of transcription factors, forming a “barcode” for cell identity. Cell type transcriptomes carry enough information to categorize cells into corresponding morphological classes and types. Surprisingly, several barcode genes are eye disease-associated genes that we demonstrate to be specifically expressed not only in photoreceptors but also in particular retinal circuit elements such as inhibitory neurons as well as in retinal microglia. Our data suggest that distinct cell types of individual brain regions are characterized by marked differences in their expressed genomes. We assembled a library of 22 transgenic mouse lines in which each line had a group of retinal cells marked with fluorescent proteins. We built up the library with the purpose of having some mouse lines in which single retinal cell types and others in which combinations of types from a single class are labeled. The library had mouse lines with labeled cells representing each of the six retinal cell classes. Retinal cells were characterized by physiological recording and immunohistochemical staining. We isolated 200 fluorescent protein-labeled retinal cells (“cell groups”) from at least three different mice of each mouse line by fluorescence-activated cell sorting. The transcripts of each cell group of these biological triplicates were independently amplified in batches. Each batch contained an internal control cell group from the Arc-line. We performed gene expression analysis of 22 transgenic mouse lines. All experiments were performed in biological triplicates. Gene expression analysis was performed in 3 batches. Arc is the batch control (1st, 2nd, 3rd). B2 was repeated 3 times.
Project description:Brain circuits are assembled from a large variety of morphologically and functionally diverse cell types. It is not known how the intermingled cell types of individual brain regions differ in their expressed genomes. Here we describe an atlas of cell type transcriptomes of the adult retina. We found that each adult cell type expresses a specific set of genes, including a unique set of transcription factors, forming a “barcode” for cell identity. Cell type transcriptomes carry enough information to categorize cells into corresponding morphological classes and types. Surprisingly, several barcode genes are eye disease-associated genes that we demonstrate to be specifically expressed not only in photoreceptors but also in particular retinal circuit elements such as inhibitory neurons as well as in retinal microglia. Our data suggest that distinct cell types of individual brain regions are characterized by marked differences in their expressed genomes. To obtain insight into the developmental time course of adult cell type-specific gene expression, we followed gene expression in one amacrine cell group, Arc cells, for 20 postnatal days (P) starting at P1. Qualitative analysis of the expression time-course of cell type-specific genes revealed four patterns: increasing, decreasing or constant expression from P1 to P20, or a biphasic time-course (constant and increasing) with a switch at P9-P10. At this latter time point, bipolar cells begin to form synapses with amacrine and ganglion cells and the retina becomes light responsive. Pairwise correlations across the transcriptomes measured on each day exposed two major clusters, from P1 to P9 and from P10 to P20, which also suggested a transcriptional switch during the transition from P9 to P10. Thus, most adult cell type-specific genes are also expressed during development but at levels different to those in the adult. We performed gene expression analysis of one amacrine cell group, Arc, from P0 to P20 and for Starburst amacrine cells for the time point P3 and P18. All experiments were performed in biological triplicates. 1 retina was used for each time point and each sample of the biological triplicate.
Project description:Anaplastic thyroid carcinoma (ATC) has among the worst prognosis of any solid malignancy. The low incidence of the disease has in part precluded systematic clinical trials and tissue collection, and there has been little progress in developing effective therapies. BRAF and TP53 mutations co-occur in a high proportion of ATC, particularly those associated with a precursor papillary thyroid carcinoma (PTC). In order to develop an adult-onset model of BRAF-mutant anaplastic thyroid carcinoma, we generated a novel thyroid-specific CreER transgenic mouse. We utilize a Cre-regulated BrafV600E mouse and a conditional Trp53 allelic series to demonstrate that p53 constrains progression from papillary to anaplastic thyroid carcinoma. Gene expression and immunohistochemical analyses of murine tumors identified the cardinal features of human ATC including loss of differentiation, local invasion, distant metastasis and rapid lethality. We employed small animal ultrasound imaging to monitor autochthonous tumors, and show that treatment with the selective BRAF inhibitor PLX4720 improved survival, but did not lead to tumor regression or suppress signaling through the MAPK pathway. Combination of PLX4720 and the MEK inhibitor PD0325901 more completely suppressed MAPK pathway activation in mouse and human ATC cell lines, and improved the structural response and survival of ATC-bearing animals. This model expands the limited repertoire of autochthonous models of clinically aggressive thyroid cancer, and these data suggest that small molecule MAPK pathway inhibitors hold clinical promise in the treatment of advanced thyroid carcinoma. Total RNA from five murine papillary thyroid carcinoma (PTC) tumors and five murine anaplastic thyroid carcinoma (ATC) tumors was analyzed.
Project description:Pouchitis is a common complication for ulcerative colitis (UC) patients with ileal pouch-anal anastomosis (IPAA) surgery. Similarly to IBD, both innate host factors such as genetics, and environmental stimuli including the tissue-associated microbiome have been implicated in the pathogenesis. In this study, we make use of the IPAA model of inflammatory bowel disease (IBD) to carry out a study associating mucosal host gene expression with the microbiome and corresponding clinical outcomes. In order to determine how host gene expression might influence, or be influenced by the tissue associated microbiome, we analyzed 205 IPAA patients with biopsies collected from the pouch and afferent limb for host transcriptomics and 16S rDNA gene sequencing. Metadata included antibiotic use, inflammation score, and clinical classification. To achieve power for a genome-wide microbiome-transcriptome association study, we used principal component analysis to reduce OTUs and host transcripts to eigengenes and eigenclades explaining 50% of observed variance. These were subsequently tested for significant covariation with one another and/or outcome using multivariate linear modeling.
Project description:CD4+Foxp3+ regulatory T cells (Treg) are essential for immune homeostasis and maintenance of self-tolerance. They are produced in the thymus and also generated de novo in the periphery in a TGFB dependent manner. Foxp3+ Treg are also required to achieve tolerance to transplanted tissues when induced by co-receptor or costimulation blockade. Using TCR transgenic mice to avoid issues of autoimmune pathology we show that Foxp3 expression is necessary and sufficient for tissue tolerance by coreceptor blockade. Moreover, the known need in tolerance induction for TGFB signalling to T cells, can wholly be explained by its role in induction of Foxp3, as such signalling proved dispensable for the suppressive process. We analysed the relative contribution of TGFB and Foxp3 on the transcriptome of TGFB induced Treg. TGFB elicited a large set of downregulated signature genes. The number of genes uniquely modulated due to the influence of Foxp3 alone was surprisingly limited. Retroviral conditional Foxp3 expression proved sufficient to confer transplant-suppressive potency on CD4+ T cells, and was lost once nuclear Foxp3 expression was extinguished. Thus despite the large genetic influence of TGFB exposure on iTreg the crucial Foxp3 influenced signature independent of TGFB is small. These data support a dual role for TGFB and Foxp3 in induced tolerance, where TGFB stimulates Foxp3 expression whose sustained expression is associated with acquisition of tolerance 21 samples were analyzed. 5 replicates of Marilyn.Foxp3hCD2 activated (HY)(Untreated) and TGFB-induced (HYT) cells sorted as CD4+hCD2+ and CD4+hCD2- and 3 replicates of Marilyn.Foxp3-/- activated and TGFβ-experienced (but Foxp3-) cells sorted as CD4+CD2. Pairwise comparisons were generated for the Marilyn Foxp3hCD2 UT versus TGFB induced populations and also for the Marilyn Foxp3-/- UT versus the TGFB experienced cells sorted as CD4+CD2
Project description:Genome-wide association studies (GWAS) have been pivotal to increasing our understanding of intestinal disease. However, the mode by which genetic variation results in phenotypic change remains largely unknown, with many associated polymorphisms likely to modulate gene expression. Analyses of expression quantitative trait loci (eQTL) to date indicate that as many as 50% of these are tissue specific. Here we report a comprehensive eQTL scan of intestinal tissue. Subjects who had undergone ileal pouch anal anastomosis and closure of ileostomy at least one year prior to recruitment were prospectively enrolled at Mount Sinai Hospital in Toronto. Endoscopically and histologically normal tissue biopsies from the afferent limb of these individuals were obtained and preserved in RNAlater. Total RNA was extracted with the QIAGEN miRNeasy Kit and mRNA analysis was performed on Affymetrix Human Gene 1.0 ST arrays. DNA was obtained from whole-blood samples from the same individuals and genotyped using the Illumina beadchips. Cis- and trans-eQTL analyses were carried out on 173 subjects encompassing the expression levels of 19,047 unique autosomal genes listed in the NCBI database and over 580K dbSNPs (Call Rate ≥ 95%; MAF ≥ 5%; Hardy–Weinberg equilibrium (HWE) χ2 p-values ≥ 10-6). This work was done in a custom software pipeline and the Kruskal-Wallis test was used to compare expression values across different genotypes. False discovery rate correction for multiple testing was applied at an alpha level of 5%. This Series includes the Affymetrix data.
Project description:NOD mice deficient in the transcription factor Batf3 never develop diabetes. The goal of this study was to determine if NOD.Batf3-/- mice islets had any inflammatory signature associated with type 1 diabetes. Islets of Langerhans were isolated from NOD, NOD.Batf3-/-, and NOD.Rag1-/- and then compared to determine inflammatory gene profiles. At 6 and 8 weeks of age, NOD.Batf3-/- islets had an absence of inflammatory gene expression and were almost identical to uninflamed NOD.Rag1-/- islets. This work shows that absence of the Batf3 transcription factor is sufficient to prevent all the inflammatory sequelae of autoimmune diabetes. RNA was isolated from the pancreatic islets of Langerhans of 27 experimental mice. Mice were aged either 6 or 8 weeks. Three genotypes were tested: NOD, NOD.Rag1-/-, and NOD.Batf3-/-. There were 3-6 biological replicates per condition. All mice were female. All data was normalized using RMA in Arraystar.
Project description:Endothelial cells from nine steady state tissues and two regenerating tissues (bone marrow and liver) were intravitally labeld, isolated via flow sorting, and immediately processed for RNA extraction. When of sufficient quality, the RNA was amplified and hybridized. For comparison, Human Emybryonic Stem Cell-derived Endothelial cells (hESC-ECs) were differentiated and isolated based on similarities to the adult mouse counterparts. Endothelial cells were labeled via intravitally labeling of the vascular bed 8 minutes prior to sacrifice with minimally three markers to identify endothelial cells followed by flow sorting.
Project description:Although corticosteroids remain a mainstay of therapy for UC, a meta-regression of cohort studies in acute severe ulcerative colitis (UC) showed that 29% of patients fail corticosteroid therapy and require escalation of medical management or colectomy. We aimed to determine whether genes expressed in whole blood early following initiation of intravenous corticosteroid treatment can be associated with response. 20 corticosteroid responsive (PUCAI < 35 by day 5) and 20 corticosteroid resistant patients (PUCAI ≥ 35 by day 5 and need for 2nd line medical therapy or colectomy by hospital discharge) were selected from a prospectively accrued cohort of patients hospitalized for intravenous corticosteroid treatment of severe UC. Total RNA was extracted from blood samples collected on day 3 of intravenous corticosteroid therapy. The eluted transcriptomes were quantified on Affymetrix Human Gene 1.0 ST arrays. The data was analysed by the local-pooled error method for discovery of differential gene expression and false discovery rate correction was applied to adjust for multiple comparisons. P-values less than 0.05 after correction were considered significant.
Project description:Type 1 diabetes (T1D) is an autoimmune disease triggered by T cell reactivity to protein antigens produced by the β-cells. Here we present a chronological compendium of transcriptional profiles from islets of Langerhans isolated from non-obese diabetic (NOD) mice ranging from 2 wks up to diabetes and compared to controls. Parallel analysis was made of cellular components of the islets. Myeloid cells populated the islets early during development in all mouse strains. This was followed by a type I interferon signature detectable at 4-6 wks of age only in diabetes susceptible mice. Concurrently, CD4 T cells were found within islets, many in contact with intra-islet antigen presenting cells. Early cellular signs of islet reactivity were detected by six wks. By 8 wks, NOD islets contained all major leukocytes populations and an inflammatory gene signature. This work establishes the natural transcriptional signature of T1D and provides a resource for future research. 57 RNA samples isolated from the pancreatic islets of langerhans of experimental mice: 2-18 wk old non-obese diabetic (NOD) and newly diabetic NOD were compared to controls: NOD.RAG-/-, B6.g7 and C57BL/6. There were 3 or 6 biological replicates per condition. All mice were female. All data was normalized using RMA in Arraystar. Data table includes normalized probe intensity for every probe.