Gene expression profiles of mouse Blimp1 +/gfp and Blimp1 gfp/gfp regulatory T cells
Ontology highlight
ABSTRACT:
INSTRUMENT(S): Illumina mouse-6 v1.1 expression beadchip
ORGANISM(S): Mus musculus
SUBMITTER: 
Wei Shi
PROVIDER: GSE27143 | GEO | 2011-02-09
SECONDARY ACCESSION(S): PRJNA137577
REPOSITORIES: GEO
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Project description:Regulatory T (Treg) cells are required for peripheral tolerance. Recent evidence indicates that Treg cells can adopt specialized differentiation programs in the periphery that are controlled by transcription factors usually associated with T helper differentiation. We demonstrate that expression of the transcription factor Blimp1 defines a population of Treg cells that localize predominantly to mucosal sites and produces IL-10. Blimp1 is required for IL-10 production by these cells and for their tissue homeostasis. A list of differentially expressed genes were identified from this whole-genome expression profiling experiment. Mouse Blimp1 +/gfp and Blimp1 gfp/gfp regulatory T cells were analyzed. Three replicates each.
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Project description:Foxp3+ regulatory T (Treg) cells restrict immune pathology in inflamed tissues; however, an inflammatory environment presents a threat to Treg cell identity and function. We here establish a transcriptional signature of central nervous system (CNS) Treg cells that accumulate during experimental autoimmune encephalitis (EAE) and identify a pathway that maintains Treg cell function and identity during severe inflammation. This pathway was dependent on the transcriptional regulator Blimp1, which prevented dismantling of Foxp3 expression and "toxic" gain-of-function of Treg cells in the inflamed CNS. Blimp1 negatively regulated IL-6- and STAT3-mediated methylation of Treg cell-specific conserved non-coding sequence 2 (CNS2) in the Foxp3 locus. Consequently, CNS2 was heavily methylated when Blimp1 was ablated, leading to loss of Foxp3 expression and severe disease. These findings identify a Blimp1-dependent epigenetic pathway that preserves Treg cell stability in inflamed non-lymphoid tissues. Overall design: Comparison of DNA accessibility by Omni-ATAC-seq in conventional T cells (Tconv) and regulatory T cells (Treg) of wild-type vs Treg conditional Blimp1 deficient mice isolated from the CNS and spleen at the peak of experimental autoimmune encephalitis (EAE). All samples were FACS sorted ex vivo according to CD4+Foxp3(GFP)- = Tconv and CD4+Foxp3(GFP)+ = Treg from mixed bone morrow chimeras with congenically marked wild-type (CD45.1) and Treg conditional Blimp1 KO compartments (CD45.2).
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Project description:Antibody-secreting plasma cells are the terminal stage of the B-cell lineage. Plasma cell differentiation requires a major resetting of gene expression to silence the B cell transcriptional program, whilst establishing secretory function and long-term survival. The transcription factors Blimp1 and Irf4 are essential for the initial differentiation of activated B cells to antibody-secreting cells, however their function in mature plasma cells remains elusive. We have found that while Irf4 was essential for plasma cell survival, Blimp1 was dispensable. Blimp1-deficient cells retained the unique plasma cell transcriptional signature, but lost the ability to secrete antibody or to maintain the characteristic size and ultrastructure of plasma cells. Blimp1 was required for full expression of many components of the unfolded protein response (UPR), including Xbp1 and Atf6, as well as for the appropriate processing of Igh mRNA. The overlap of Blimp1 and Xbp1 function was restricted to the UPR genes, with Blimp1 uniquely regulating activity of the mTOR pathway, plasma cell size and morphology. These studies establish Blimp1 as a major regulator of the UPR pathway that is also required for the unique metabolic requirements of plasma cells enabling the secretion of protective antibody. RNA-seq was performed on wild type, Blimp1-/- and Xbp1-/- mouse plasma cells. Between two to four biological replicates were generated and sequenced for each sample.
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Project description:Gene expression profiles of mouse Blimp1 +/gfp and Blimp1 gfp/gfp regulatory T cells
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Project description:Purpose: Due to its high metastatic proclivity, pancreatic ductal adenocarcinoma (PDAC) is one of the most deadly types of cancer. Therefore, it is imperative to better understand how the disease spreads as it progresses. Using a novel genetically engineered mouse model that allows us to isolate a subpopulation of cancer cells with superior metastatic capacity, we show that this aggressive phenotype correlates exclusively with a strong hypoxia signature. We subsequently identified the novel hypoxia-inducible gene Blimp1, which appears to play a critical role in regulating the hypoxic response upon its induction. Furthermore, genetic ablation of Blimp1 greatly reduces the level of metastasis in a PDAC mouse model. The nature of this Blimp1-regulated hypoxia signature is very unstable, since the seeded metastatic lesions mostly re-adopt similar transcriptomic profiles as the primary tumors. In conclusion, our results offer a potential mechanistic insight into how hypoxia drives metastasis in PDAC. Methods: Pure, paired GFP-negative/Tomato-positive and GFP-positive/Tomato-positive cancer cells or pure Tomato-positive cancer cells were sorted from primary PDAC samples from 6 KPC-colors mice or KPCT mice, respectively, with the following criteria: single cell based on FSC-A/H; CD45-negative; CD31-negative; Ter119-negative; F4/80-negative; DAPI-negative; and Tomato-positive. RNA were extracted from 10^4 to 5x10^4 freshly sorted cancer cells using AllPrep DNA/RNA Micro Kit (Qiagen). RNA quality was assessed with the RNA6000 PicoAssay kit by using the Bioanalyzer 2100 (Agilent). All ex vivo RNA samples used for RNA-seq analyses had an RIN > 8.0. Total RNA (15 ng/sample) was used for cDNA synthesis and amplification with the Ovation RNA-Seq system (NuGEN Technologies, Inc.). Subsequently, the amplified DNA samples were fragmented through sonication (Covaris model S1) and subjected to library preparation using the Illumina TruSeqTM DNA sample preparation kit (Low-Throughput protocol) according to manufacturer's protocol. The quality of purified cDNA library products was confirmed by bioanalyzer and prepared for cluster generation on HiSeq paired-end flow cells using the CBot automated cluster generation system followed by sequencing on HiSeq 2000 machines. We obtained 101bp, paired-end reads from fragments of an average length of 250bp. Subsequently, RNA-Seq reads were aligned to the mouse genome (mm10) using the STAR aligner with standard input parameters (Dobin et al., 2013). The number of reads uniquely aligned to exons of individual genes were counted with HTSeq against the UCSC KnownGene (mm10) transcriptome (Anders et al., 2015). Results: Compared to the GFP-negative counterparts, GFP-positive pure PDAC cancer cells express higher levels of genes that are highly enriched with hypoxia signature. Additionally, compared to the GFP-negative counterparts, GFP-positive pure PDAC cancer cells express lower levels of cell cycle-related genes. In contrast, pure cancer cells isolated based on locations reveal few consistent differentially expressed genes between primary tumor and liver metastases; no consistent differentially expressed gene between primary tumor and lymph node metastases. Conclusions: Transcriptome profiles of both GFP-negative/positive PDAC cancer cells suggest that Hmga2/GFP-expressing cancer cells are highly enriched for signatures that correspond to cells residing within hypoxic enrivonment. Overall design: Freshly sorted GFP/Hmga2-positive and GFP/Hmga2-negative PDAC cancer cells derived from tumors of 6 KPCT;Hmga2-CK/+ (KPC-colors) mice were subjected to transcriptome profiling by paired-end RNA-Seq (total of 6 pairs of samples with overall 12 samples). Additionally, pure Tomato-positive PDAC cancer cells isolated from different anatomical locations were also subjected to transcriptome profiling by paired-end RNA-Seq (n = 23, not including technical replicates).
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Project description:Purpose: Due to its high metastatic proclivity, pancreatic ductal adenocarcinoma (PDAC) is one of the most deadly types of cancer. Therefore, it is imperative to better understand how the disease spreads as it progresses. Using a novel genetically engineered mouse model that allows us to isolate a subpopulation of cancer cells with superior metastatic capacity, we show that this aggressive phenotype correlates exclusively with a strong hypoxia signature. We subsequently identified the novel hypoxia-inducible gene Blimp1, which appears to play a critical role in regulating the hypoxic response upon its induction. Furthermore, genetic ablation of Blimp1 greatly reduces the level of metastasis in a PDAC mouse model. The nature of this Blimp1-regulated hypoxia signature is very unstable, since the seeded metastatic lesions mostly re-adopt similar transcriptomic profiles as the primary tumors. In conclusion, our results offer a potential mechanistic insight into how hypoxia drives metastasis in PDAC. Methods: The liver metastasis cell line 688M was subjected to control or knockdown of Blimp1 before assay. Cells ere validated for knockdown efficiency and then cultured under normoxia and hypoxia (0.5% O2) for 24 hours before preparation for RNA-Seq (total of 4 groups with duplicates, overall 8 samples). Results: For the control knockdown group, 0.5% O2 culture(hypoxia) for 24 hours induced dramatic changes in global gene expression, and Blimp1 knockdown potently mitigated changes of significant amount of genes induced under hypoxia. In brief, cell cycle-related genes that are normally suppressed by hypoxia (which contributes to hypoxia-induced cell cycle arrest) are not suppressed under hypoxia in the Blimp1 knockdown cells. In contrast, ~35% of genes that are induced under hypoxia in the control knockdown cells are instead induced less than 50% (under hypoxia) upon Blimp1 knockdown. Conclusions: Blimp1 is a critical regulator of hypoxic response in pancreatic cancer. Overall design: Transcriptomes of derivatives of liver metastasis cell line 688M (control and Blimp1 knockdown) derived from the KPCT (Kras-LSL-G12D;p53-LSL-R172H;Pdx1-cre;R26-LSL-Tomato) mice were cultured under 0.5% or 20% O2 for 24 hours before RNA-Seq preparation (Illumina TruSeq).
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