| Literature DB >> 23284947 |
Raffaella Rossi1, Christine Hale, David Goulding, Robert Andrews, Zarah Abdellah, Paul J Fairchild, Gordon Dougan.
Abstract
Using an in vitro differentiation protocol we isolated cells with the properties of dendritic cells (DCs) from immunologically refractive pluripotent murine embryonic stem cells (ESCs). These ES-derived dendritic cells (ESDCs) expressed cytokines and were able to present antigen to a T cell line. Infection of ESDCs with Salmonella Typhimurium stimulated the expression of immune cell markers and thousands of murine genes, many associated with the immune response. Consequently, this system provides a novel in vitro model, amenable to genetic modification, for monitoring host/pathogen interactions.Entities:
Mesh:
Year: 2012 PMID: 23284947 PMCID: PMC3532158 DOI: 10.1371/journal.pone.0052232
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Primers for semi-quantitative Real Time-PCR.
| Gene Symbol | Ensembl Number | Forward primer 5′-3′ | Reverse primer 5′-3′ |
| S18 | ENSMUST00000024763 |
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| Tyki/Cmpk2 | ENSMUST00000020969 |
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| Oasl1 | ENSMUSG00000041827 |
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| Cxcr4 | ENSMUSG00000045382 |
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| H2-DMa | ENSMUSG00000037649 |
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| Lypla3/PLA2G15 | ENSMUST00000034377 |
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| IL6 | ENSMUSG00000025746 |
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| H2-T9 | ENSMUSG00000056116 |
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Figure 1The nature of un-differentiated or differentiated cells was tested by flow cytometry.
Flow cytometry on ESCs and ESDCs was used to monitor the expression of different cell surface markers. (A) Stem cell pluripotency markers on undifferentiated ESCs and (B) Dendritic cell markers on undifferentiated ESCs confirm their pluripotency and self-renewal nature; (C) Dendritic cell markers expressed on ESDCs confirm the change in APC. Green lines represent cells stained with control isotype, red lines are cells stained with the relevant antibody.
Flow cytometry analysis summary for surface markers expressed on different cell populations including AB2.2 murine ESCs, ESDCs no-stimulated or incubated with LPS or TNFα and no-stimulated BMDCs.
| Marker | AB2.2 | ESDCs | BMDCs | |||
| ESDCs | LPS 24 h | TNFα 24 h | BMDCs | LPS 24 h | ||
| CD11b | − | ++ | +++ | +++ | ++ | ++ |
| CD11c | − | ++ | +++ | +++ | ++ | ++ |
| CD4 | − | + | ++ | + | N/A | N/A |
| CD40 | + | ++ | +++ | ++ | ++ | ++ |
| CD45 | − | +++ | +++ | +++ | ++ | ++ |
| CD54 | + | ++ | +++ | ++ | + | + |
| CD8 | − | − | −/+ | − | N/A | N/A |
| CD80 | − | ++ | ++ | ++ | −/+ | + |
| CD86 | − | − | −/+ | − | −/+ | + |
| H-2K | − | + | ++ | + | ++ | + |
| IA/IE | − | − | −/+ | −/+ | + | ++ |
| TLR2 | − | ++ | ++ | ++ | + | + |
| TLR4 | − | + | ++ | + | + | −/+ |
| TLR5 | − | + | + | −/+ | −/+ | − |
| TLR9 | − | +/− | + | − | N/A | N/A |
+/− indicates ∼ 20% of the cells were positive;+indicates that at least 30% of the cells were positive;++indicates ≥60% of the cells were positive;+++indicates that ≥80% of the cells were positive for the marker tested.
Figure 2Morphology of ESDC and MHC-II expression was observed by confocal microscopy.
Stimulated ESDCs were imaged using a Confocal Zeiss LSM510; (A), phase contrast, (B) cell stimulated with TNFα and stained with anti-MHC Class II FITC conjugated antibody. Scale bar 10 µm.
Figure 3Electron microscope observations revealed details of internal organelles of undifferentiated and differentiated cells.
Electron micrographs showing (A) undifferentiated ESC and (B) ESDC. Note the presence of intracellular S. Typhimurium in these images. Scale bars denote different sizes.
Concentration of IL-2 in the culture supernatant of naïve MF2.2d9 T cells mixed with either BMDCs or ESDCs incubated for 24 with ovalbumin, TNFα or alone with Concavallin A (ConA).
| Cytokine pg/ml | BMDC | BMDC+T cells | BMDC+T cells+Ova at 24 h | BMDC+T cells + TNFα at 24 h | T cells+ConA |
| IL-2 | 0±0 | 8±4 | 87±135 | 3 | 437±290 |
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| IL-2 | 0±0 | 5.5±3.5 | 65±22 | 5 | 854±753 |
These data are representative of at least 2 independent experiments. Statistical analysis performed with one-way ANOVA.
Ovalbumin 10 µg/ml, TNFα 5000 WHOSU/ml, Concavallin A 5 µM/ml.
Figure 4Gentamicin invasion assay.
The ability of S. Typhimurium SL1344(p1C/1) to invade ESDCs was measured by the gentamicin assay described in Methods. ESDCs were exposed to either wild type S. Typhimurium or a SipB mutant for 30 minutes and then incubated with media containing 50 µg/ml of Gentamicin for 2 or 4 hours and then invading bacteria were enumerated.
Figure 5The invasion assay was also evaluated by Flow Cytometry.
The ability of S. Typhimurium SL1344(p1C/1), able to express GFP once inside the host cell, to invade ESDCs was measured by monitoring the GFP expression using FACS analysis. Cells were analyzed for GFP expressing bacteria at time 2 and 4 hours post-infection. The horizontal bar in each histogram represents the percentage of fluorescent positive cells on 10.000 events. FITC subset in non infected cells is <1%. These data are representative of at least 3 independent experiments.
Figure 6The interaction of S. Typhimurium with ESDCs was followed by fluorescent labeling.
Confocal microscope images of ESDCs (phase contrast) infected with S. Typhimurium SL1344(p1C/1) expressing GFP, (A) co-labeled with early endosome marker EEA-1 at 30 minutes post-infection, (B) late lysosome marker LAMP-1 at 3 hours post-infection. Images are subdivided into (a) bacteria alone (FITC), (b) endosome compartment alone (APC-Cy7), with labeling arrowed. (c) Combined channels with DAPI added. Scale bar 10 µm.
Concentration of cytokine produced by AB2.2 mouse ESCs or ESDCs, alone and during infection with S. Typhimurium SL1344(p1C/1).
| Cytokines pg/ml | ESCs | ESDCs | ||||||
| 0 min | 30 min | 2 h | 4 h | 0 min | 30 min | 2 h | 4 h | |
| IFNγ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| IL-10 | 0 | 0 | 0 | 0 | 0 | 0 | 33±21 | 56±35 |
| IL-12p70 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| IL-6 | 0 | 0 | 0 | 0 | 0 | 5.5±1.4 | 27±4 | 322±124 |
| MCP-1 | 0 | 0 | 0 | 0 | 203±21 | 193±25 | 149±22 | 282±56 |
| TNFa | 0 | 0 | 0 | 0 | 45±5 | 177±24 | 1402±558 | 2984±1808 |
Each value represents the average of at least two measurements ± average deviation. The detection limits of the assay were 2.5 pg/ml for IFNγ, 17.5 pg/ml for IL-10, 10.7 pg/ml for IL-12p70, 5 pg/ml for IL-6, 52.5 pg/ml for MCP-1 and 7.3 pg/ml for TNFα values below these are listed as 0 in the table).The data was analyzed using one-way ANOVA,
indicates a significant difference with p<0.05.
Innate DB pathways up-regulated by ESC derived DCs at 4 hours post-infection.
| GO term name of pathways up-regulated at 4 hours infection | Source Name | GO term up-reg./uploaded genes | GO term up-reg. p-value (corrected) |
| Cytokine-cytokine receptor interaction | KEGG | 26/104 | 0.00049 |
| IL4-mediated signaling events | PID NCI | 12/33 | 0.00427 |
| IL23-mediated signaling events | PID NCI | 10/24 | 0.00444 |
| Jak-STAT signaling pathway | KEGG | 20/80 | 0.00583 |
| CDK-mediated phosphorylation and removal of Cdc6 | REACTOME | 11/36 | 0.01901 |
| IL12-mediated signaling events | PID NCI | 11/36 | 0.01901 |
| Ubiquitin-dependent degradation of Cyclin D1 | REACTOME | 11/36 | 0.01901 |
| Ubiquitin Mediated Degradation of Phosphorylated Cdc25A | REACTOME | 11/35 | 0.02041 |
| Vif-mediated degradation of APOBEC3G | REACTOME | 11/35 | 0.02041 |
| Vpu mediated degradation of CD4 | REACTOME | 11/34 | 0.02121 |
| Gene expression of SOCS by STAT dimer (IFNγ signaling) | INOH | 6/12 | 0.02833 |
| Beta-catenin phosphorylation cascade | REACTOME | 11/39 | 0.03217 |
| Degradation of beta-catenin by the destruction complex | REACTOME | 11/39 | 0.03217 |
| CDT1 association with the CDC6:ORC:origin complex | REACTOME | 11/41 | 0.03959 |
| DNA Replication5
| REACTOME | 11/41 | 0.03959 |
| Synthesis of DNA | REACTOME | 11/41 | 0.03959 |
| EPO signaling pathway(JAK2 STAT1 STAT3 STAT5) | INOH | 5/9 | 0.04159 |
| Association of licensing factors with the pre-replicative complex | REACTOME | 11/42 | 0.04682 |
Interaction Node;
S-Phase Network;
p53-Independent DNA Damage Response Network;
Host interactions of HIV factors Network;
Signaling by Wnt Network;
DNA Replication.
Innate DB pathways down-regulated by ES cell derived DCs at 4 hours post-infection.
| GO term name of pathways down-regulated at 4 hours after infection | Source Name | GO term down-reg./uploaded genes | GO term down-reg. p-value (corrected) |
| Citric acid cycle (TCA cycle) | REACTOME | 26/103 | 0.008018 |
| Cori Cycle (interconversion of glucose and lactate) | REACTOME | 26/101 | 0.008018 |
| Glucose metabolism | REACTOME | 26/28 | 0.008018 |
| Oxidative decarboxylation of alpha-ketoglutarate to succinyl CoA by alpha-ketoglutarate dehydrogenase | REACTOME | 26/100 | 0.008018 |
| Pyruvate metabolism and TCA cycle | REACTOME | 26/96 | 0.008018 |
| ChREBP activates metabolic gene expression | REACTOME | 29/101 | 0.008137 |
| Integration of energy metabolism | REACTOME | 29/97 | 0.008137 |
| PP2A-mediated dephosphorylation of key metabolic factors | REACTOME | 29/103 | 0.008137 |
| Electron Transport Chain | REACTOME | 27/94 | 0.008420 |
| Lysine catabolism | REACTOME | 27/95 | 0.008420 |
| Oxidative decarboxylation of pyruvate to acetyl CoA by pyruvate dehydrogenase | REACTOME | 27/95 | 0.008420 |
| Propionyl-CoA catabolism | REACTOME | 27/95 | 0.008420 |
| Regulation of pyruvate dehydrogenase complex (PDC) | REACTOME | 27/95 | 0.008420 |
| Insulin effects increased synthesis of Xylulose-5-Phosphate | REACTOME | 29/95 | 0.008645 |
| Oxidative decarboxylation of alpha-keto-beta-methylvalerate to alpha-methylbutyryl-CoA by branched-chain alpha-ketoacid dehydrogenase | REACTOME | 29/106 | 0.008740 |
| Gamma-Hexachlorocyclohexane degradation | KEGG | 7/106 | 0.008914 |
| Phosphoenolpyruvate and ADP react to form pyruvate and ATP | REACTOME | 28/106 | 0.009170 |
| Oxidative decarboxylation of alpha-ketoisovalerate to isobutyryl-CoA by branched-chain alpha-ketoacid dehydrogenase | REACTOME | 30/92 | 0.009263 |
| Isoleucine catabolism | REACTOME | 29/92 | 0.009771 |
| Mitochondrial fatty acid beta-oxidation of unsaturated fatty acids | REACTOME | 31/92 | 0.009828 |
| Beta oxidation of decanoyl-CoA to octanoyl-CoA-CoA | REACTOME | 23/92 | 0.010158 |
| Beta oxidation of octanoyl-CoA to hexanoyl-CoA | REACTOME | 23/92 | 0.010158 |
| Transcriptional activation of glucose metabolism genes by ChREBP:MLX | REACTOME | 28/108 | 0.010431 |
| Valine, leucine and isoleucine degradation | KEGG | 13/11 | 0.010588 |
| Valine catabolism | REACTOME | 29/79 | 0.010676 |
| Oxidative decarboxylation of alpha-ketoadipate to glutaryl CoA by alpha-ketoglutarate dehydrogenase | REACTOME | 27/79 | 0.010708 |
| Beta oxidation of lauroyl-CoA to decanoyl-CoA-CoA | REACTOME | 23/80 | 0.011196 |
| Beta oxidation of myristoyl-CoA to lauroyl-CoA | REACTOME | 23/80 | 0.011196 |
| Beta oxidation of palmitoyl-CoA to myristoyl-CoA | REACTOME | 23/80 | 0.011196 |
| Beta oxidation of butanoyl-CoA to acetyl-CoA | REACTOME | 22/87 | 0.015703 |
| Oxidative phosphorylation | KEGG | 24/77 | 0.015859 |
| Beta oxidation of hexanoyl-CoA to butanoyl-CoA | REACTOME | 22/78 | 0.018565 |
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| PID BIOCARTA | 7/13 | 0.025547 |
| Limonene and pinene degradation | KEGG | 7/13 | 0.025547 |
| Fructose catabolism | REACTOME | 33/7 | 0.027501 |
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| KEGG | 5/140 | 0.027860 |
| Alanine metabolism | REACTOME | 32/135 | 0.028981 |
| Pentose phosphate pathway (hexose monophosphate shunt) | REACTOME | 32/137 | 0.036902 |
| Dihydroxyacetone phosphate is isomerized to form glyceraldehyde-3-phosphate | REACTOME | 32/139 | 0.045444 |
| Glycolysis | REACTOME | 32/139 | 0.045444 |
Main interaction nodes were correlated to the data reported by a manual curation in the REACTOME website.
Interaction Nodes;
Pyruvate metabolism and TCA cycle;
Metabolism of carbohydrates;
Metabolism of amino acids and derivatives;
Respiratory electron transport, APT synthesis by chemiosmotic coupling, and heat production by uncoupling proteins;
Integration of energy metabolism;
Mitochondrial fatty acid beta-oxidation.
Figure 7Graphic representation of the quantified expression of chosen genes versus un-infected ESDCs.
Total RNA extracted from infected ESDCs was used in semi-quantitative Real Time-PCR to confirm the BioConductor analysis of up- or down-regulated genes. The data were analyzed using the ΔΔct value calculated versus the un-infected ESDCs.