Microarray of tolerogenic dendritic cells differentiated in the presence of vitamin D3, dexamethasone or rapamycin
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ABSTRACT:
ORGANISM(S): Homo sapiens
SUBMITTER: Eva Martínez-Cáceres
PROVIDER: E-MTAB-6937 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
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Project description:Human monocyte-derived dendritic cells (moDCs) have been used as an in vitro model for studying tolerance and immunity. However, the underlying metabolic states of tolerogenic (dexamethasone and vitamin D3-treated), immature and immunogenic (mature, LPS-treated) moDCs have not been completely characterized. Through transcriptomic analyses, we determined that tolerogenic moDCs exhibit augmented catabolic pathways with respect to oxidative phosphorylation (OXPHOS), fatty acid oxidation (FAO) and glycolysis. Functionally, tolerogenic moDCs showed the highest mitochondrial membrane potential, production of reactive oxygen species and superoxide, and increased mitochondrial spare respiratory capacity. Tolerogenic and mature moDCs manifested differential FAO gene expression with FAO activity being significantly higher in tolerogenic and immature moDCs than in mature. In addition, tolerogenic and mature moDCs demonstrated similar levels of glycolytic rate, but not glycolytic capacity and reserve, which were more pronounced in tolerogenic and immature moDCs. Finally, tolerogenic and immature moDCs, but not mature moDCs, showed high plasticity to compensate the intracellular ATP content after inhibition of different energetic metabolic pathways. Overall, tolerogenic moDCs exhibit a metabolic signature of increased, stable OXPHOS programing and high plasticity for metabolic adaptation. These findings provide a framework for future research of metabolic properties of human DCs. Total RNA of sixteen samples from four moDC types (tolerogenic, LPS-tolerogenic, immature and mature) were extracted by Trizol (Invitrogen) followed by a clean-up procedure using RNeasy Micro Kit (Qiagen). All RNA samples had an integrity number ≥9.6 assessed by Agilent Bioanalyzer. Total RNA samples were amplified using TargetAmp™ and the biotinilated cRNA was prepared by Nano-g™ Biotin-aRNA Labeling Kit for the Illumina® System (Epicentre). After the hybridization to the Illumina Human HT-12 v4 Beadchips for 17 h at 58°C, the arrays were washed, stained (Illumina Wash Protocol) and then scanned using BeadArray Scanner 500GX. Array data were extracted at the probe level without background correction using Illumina GenomeStudio software. These raw data were quantile normalized and log2 transformed. Technical replicates were obtained from the hybridization in duplicate of three samples. Pearson correlation analysis showed high correlation between the technical replicates (r>0.99). Differentially expressed genes (DEGs) were identified using Limma16 with Benjamini-Hochberg multiple testing correction (p<0.05). DEGs were further clustered into different groups according to the patterns of expression change among the different moDC types using STEM software17. The analysis was performed in R v.2.12.2 (http://www.R-project.org) with Bioconductor 2.12 (http://www.bioconductor.org) and enabled by Pipeline Pilot (www.accelrys.com).
2015-05-08 | E-GEOD-52894 | biostudies-arrayexpress
Project description:We monitored 9 pluripotent stem cell lines across three time points of hepatic directed differentiation, representing 3 developmental stages: undifferentiated (T0), definitive endoderm (T5), and early hepatocyte (T24). ESCs (n=3) and patient-derived normal (n=3) or PiZZ (n=3) iPSCs were analyzed in the undifferentiated state (T0), after differentiation to definitive endoderm (T5), and upon reaching hepatic stage (T24) for a total of 27 samples. We sought to test the hypothesis that a single transgene-free iPSC clone from each donor could be used to detect disease-specific differences between the normal cohort and the PiZZ cohort, anticipating that this difference would emerge only at a developmental stage in which the mutant AAT gene is expressed. Cells were sorted before analysis at T0 and T5 after antibody staining for TRA1-80+/SSEA3+ (T0) or C-kit+/CXCR4+ (T5) cells. ESCs (n=3) and patient-derived normal (n=3) or PiZZ (n=3) iPSCs were analyzed in the undifferentiated state (T0), after differentiation to definitive endoderm (T5), and upon reaching hepatic stage (T24) for a total of 27 samples. Cells were sorted before analysis at T0 and T5 after antibody staining for TRA1-80+/SSEA3+ (T0) or C-kit+/CXCR4+ (T5) cells. RNA was extracted at each stage, biotin labeled, and hybridized to either Affymetrix GeneChip Human Gene 1.0 ST or miRNA 2.0 arrays. For methylation analysis, gDNA was sorted from the same 27 samples before undergoing bisulfite conversion. Bisulfite converted DNA was then amplified and purified prior to overnight hybridization to Illumina’s Infinium HumanMethylation 450 BeadChips. Next day staining of hybridized arrays produced methylation-dependent differential fluorescence that was detected via an Illumina iScan array scanner.
2015-04-15 | E-GEOD-66077 | biostudies-arrayexpress
Project description:Vitamin D is widely reported to inhibit innate immune signalling and dendritic cell (DC) maturation, leading to attenuation of DC mediated T cell activation as a potential immunoregulatory mechanism to guard against autoimmunity and immmunopathology. It is not known whether vitamin D has global or gene specific effects on transcriptional responses downstream of innate immune stimulation. In order to address this question, we used genome-wide transcriptional profiling of monocyte derived DC differentiated in the presence and absence of vitamin D, and then stimulated with and without lipopolysaccharide for four hours.
2016-10-03 | E-MTAB-4883 | biostudies-arrayexpress
Project description:As regulators of protein degradation, proteasomes regulate practically all cellular functions. It is therefore logical to assume that replacement of the constitutive proteasome (CP) by its IFN- inducible homolog immunoproteasome (IP) could have far reaching effects on cell function. Accordingly, recent studies have revealed important roles for IPs in immune cells beyond MHC I-peptide processing. Moreover, the expression of IPs in non-immune cells from non-inflamed tissues suggests that the involvement of IPs is not limited to the immune system. We demonstrate here that IP-deficiency affects the transcription of 8104 genes in maturing dendritic cells (DCs). This occurs mainly through non-redundant regulation of key immune-related transcription factors by CPs and IPs. Additionally, IP-deficiency decreases DC's efficiency to activate CD8+ T cells in vivo. Our study reveals that the broad cellular roles of IPs could rely on transcription regulation and, more importantly, illustrates how IP-deficiency could generate MHC I-peptide processing-independent phenotypes. Examination of the transcriptome of WT and immunoproteasome-deficient cells at 4 different time points of dendritic cell maturation, in 4 experimental replicates (total of 32 samples).
2014-07-02 | E-GEOD-52616 | biostudies-arrayexpress
Project description:Burkitt lymphoma (BL) can often be cured by intensive chemotherapy, but the toxicity of such therapy precludes its use in the elderly and in patients with endemic BL (eBL) in developing countries, necessitating new strategies. The normal germinal center B cell is the presumed cell of origin for both BL and diffuse large B cell lymphoma (DLBCL), yet gene expression analysis suggests that these malignancies may utilize different oncogenic pathways. BL is subdivided into a sporadic subtype (sBL) that is diagnosed in developed countries, the EBV-associated eBL subtype, and an HIV-associated subtype (hivBL), but it is unclear whether these subtypes employ similar or divergent oncogenic mechanisms. Here we used high throughput RNA sequencing and RNA interference screening to discover essential regulatory pathways that cooperate with MYC, the defining oncogene of this cancer. In 70% of sBL cases, mutations affecting the transcription factor TCF3 (E2A) or its negative regulator ID3 fostered TCF3 dependency. TCF3 activated the pro-survival PI(3) kinase pathway in BL, in part by augmenting tonic B cell receptor signaling. In 38% of sBL cases, oncogenic CCND3 mutations produced highly stable cyclin D3 isoforms that drive cell cycle progression. These findings suggest opportunities to improve therapy for patients with BL. Gene expression was analyzed using Agilent human 4X44K oligo gene expression arrays. Cell lines (Namalwa, BL41, Daudi, Defauw, and THOMAS) were infected with control (empty vector, Cy3) paired with ID3 (Cy5) or control (shControl, Cy3) paired with shTCF3 (Cy5) constructs, and changes in gene expression were monitored over time after induction of the constructs with doxycyclin. In Namalwa (n=8) and THOMAS (n=4) cell lines, a four timepoint series (24, 48, 72, 96 hours) of construct induction was analyzed, for a total of 12 arrays. In BL41 (n=4), Daudi (n=4) and Defauw (n=4) cell lines, a two timepoint series (24 and 48 hours) of construct induction was analyzed, for a total of 12 arrays. In addition, two cell lines (Daudi and THOMAS) were treated with Rapamycin (100 pM) and paired with a DMSO control in a four timepoint series (3, 6, 12 and 24 hours) for a total of 8 arrays.
2012-08-16 | E-GEOD-35163 | biostudies-arrayexpress
Project description:We monitored 9 pluripotent stem cell lines across three time points of hepatic directed differentiation, representing 3 developmental stages: undifferentiated (T0), definitive endoderm (T5), and early hepatocyte (T24). ESCs (n=3) and patient-derived normal (n=3) or PiZZ (n=3) iPSCs were analyzed in the undifferentiated state (T0), after differentiation to definitive endoderm (T5), and upon reaching hepatic stage (T24) for a total of 27 samples. We sought to test the hypothesis that a single transgene-free iPSC clone from each donor could be used to detect disease-specific differences between the normal cohort and the PiZZ cohort, anticipating that this difference would emerge only at a developmental stage in which the mutant AAT gene is expressed. Cells were sorted before analysis at T0 and T5 after antibody staining for TRA1-80+/SSEA3+ (T0) or C-kit+/CXCR4+ (T5) cells. ESCs (n=3) and patient-derived normal (n=3) or PiZZ (n=3) iPSCs were analyzed in the undifferentiated state (T0), after differentiation to definitive endoderm (T5), and upon reaching hepatic stage (T24) for a total of 27 samples. Cells were sorted before analysis at T0 and T5 after antibody staining for TRA1-80+/SSEA3+ (T0) or C-kit+/CXCR4+ (T5) cells. RNA was extracted at each stage, biotin labeled, and hybridized to either Affymetrix GeneChip Human Gene 1.0 ST or miRNA 2.0 arrays. For methylation analysis, gDNA was sorted from the same 27 samples before undergoing bisulfite conversion. Bisulfite converted DNA was then amplified and purified prior to overnight hybridization to Illumina’s Infinium HumanMethylation 450 BeadChips. Next day staining of hybridized arrays produced methylation-dependent differential fluorescence that was detected via an Illumina iScan array scanner.
2015-04-15 | E-GEOD-66075 | biostudies-arrayexpress
Project description:We monitored 9 pluripotent stem cell lines across three time points of hepatic directed differentiation, representing 3 developmental stages: undifferentiated (T0), definitive endoderm (T5), and early hepatocyte (T24). ESCs (n=3) and patient-derived normal (n=3) or PiZZ (n=3) iPSCs were analyzed in the undifferentiated state (T0), after differentiation to definitive endoderm (T5), and upon reaching hepatic stage (T24) for a total of 27 samples. We sought to test the hypothesis that a single transgene-free iPSC clone from each donor could be used to detect disease-specific differences between the normal cohort and the PiZZ cohort, anticipating that this difference would emerge only at a developmental stage in which the mutant AAT gene is expressed. Cells were sorted before analysis at T0 and T5 after antibody staining for TRA1-80+/SSEA3+ (T0) or C-kit+/CXCR4+ (T5) cells. ESCs (n=3) and patient-derived normal (n=3) or PiZZ (n=3) iPSCs were analyzed in the undifferentiated state (T0), after differentiation to definitive endoderm (T5), and upon reaching hepatic stage (T24) for a total of 27 samples. Cells were sorted before analysis at T0 and T5 after antibody staining for TRA1-80+/SSEA3+ (T0) or C-kit+/CXCR4+ (T5) cells. RNA was extracted at each stage, biotin labeled, and hybridized to either Affymetrix GeneChip Human Gene 1.0 ST or miRNA 2.0 arrays. For methylation analysis, gDNA was sorted from the same 27 samples before undergoing bisulfite conversion. Bisulfite converted DNA was then amplified and purified prior to overnight hybridization to Illumina’s Infinium HumanMethylation 450 BeadChips. Next day staining of hybridized arrays produced methylation-dependent differential fluorescence that was detected via an Illumina iScan array scanner.
2015-04-15 | E-GEOD-66076 | biostudies-arrayexpress
Project description:Low serum levels or deficiency of 1α,25-dihydroxyvitamin D3 (VD3) are associated with a higher mortality in trauma patients with sepsis or acute respiratory distress syndrome, although the molecular mechanisms behind this observation are not yet understood. VD3 is known to stimulate lung maturity, alveolar type II cell differentiation and pulmonary surfactant synthesis. This study aims to expand the knowledge by quantitative characterization of NCI-H441 cells upon VD3 treatment at the proteome level.
2023-05-10 | PXD040622 | Pride
Project description:Robust type I interferon (IFN-alpha/beta) production in plasmacytoid dendritic cells (pDCs) is critical for anti-viral immunity. Here we demonstrated a role for the mammalian target of rapamycin (mTOR) pathway in regulating interferon production by pDCs. Inhibition of mTOR or the ‘downstream’ mediators of mTOR p70S6K1,2 kinases during pDC activation via Toll-like receptor 9 (TLR9) blocked the interaction of TLR9 with the adaptor MyD88 and the subsequent activation of interferon response factor 7 (IRF7), resulting in impaired IFN-alpha production. Microarray analysis confirmed that inhibition of mTOR by the immunosuppressive drug rapamycin suppressed anti-viral and anti-inflammatory gene expression. Consistent with this, targeting rapamycin-encapsulated microparticles to antigen-presenting cells in vivo resulted in a diminution of IFN-alpha production in response to CpG DNA or the yellow fever vaccine virus strain 17D. Thus, mTOR signaling plays a critical role in TLR-mediated IFN-alpha responses by pDCs. CpGA is a TLR9 agonist. pDCs were isolated from mouse spleen or human PBMC. The effect of rapamycin on pDCs IFN-alpha production as induced by TLR ligands was studied. The mechanism of rapamycin effect was dissected in RAW cell line.
2008-12-01 | E-GEOD-12218 | biostudies-arrayexpress
Project description:To resolve the temporal sequence of phosphorylation events responding to nutritional and chemically induced up and downshifts of TORC1 signaling in S. cerevisiae wildtype, we performed quantitative MS phosphoproteomics upon nitrogen-quality up and downshifts and rapamycin treatment. We generated a high quality dataset byapplying a high resolution sampling, parallel sample processing and a dedicated data analysis pipeline that allowed us to select significant transient dynamics. By exploiting the temporal resolution of our data and the complementary of the shift experiments, we identified early phosphorylation changes regulated directly by TORC1 or by its proximal substrate kinases, and found both established and novel candidate TORC1 targets. Among the candidateTORC1 targets were the metabolic enzymes Amd1, Hom3, Nth1 and Tsl1, involved in nucleotide, amino acid and storage carbohydrate metabolism. Functional assessment of the role of phosphorylation for these and other enzymes was achieved by correlating phosphopeptide with the corresponding enzyme-associated metabolite dynamics. Candidate kinases regulating these enzymes were identified by establishing TORC1-proximity and differential kinase activity criteria. Our work provides first evidence of TORC1-dependent regulation of the metabolic enzymes Amd1and Hom3 by the kinases Sch9 and Atg1, respectively, providing mechanistic insights into on how TORC1 controls nucleotide and amino acid metabolism in response to the quality of the nitrogen source.
2022-02-22 | PXD000940 | Pride