| Literature DB >> 26510639 |
Kathie-Anne Walters1, Rachael Olsufka2, Rolf E Kuestner3, Xiagang Wu4, Kai Wang5, Shawn J Skerrett6, Adrian Ozinsky7.
Abstract
BACKGROUND: Francisella infection attenuates immune cell infiltration and expression of selected pro-inflammatory cytokines in response to endogenous LPS, suggesting the bacteria is actively antagonizing at least some part of the response to Toll-like receptor 4 (TLR4) engagement. The ability of different Francisella strains to inhibit the ability of E. coli LPS to induce a pulmonary inflammatory response, as measured by gene expression profiling, was examined to define the scope of modulation and identify of inflammatory genes/pathways that are specifically antagonized by a virulent F. tularensis infection.Entities:
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Year: 2015 PMID: 26510639 PMCID: PMC4625460 DOI: 10.1186/s12864-015-2022-2
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
Fig. 1Francisella-mediated antagonism of TLR4-mediated signaling correlates with strain virulence and not bacterial replication levels. a Heatmap represents expression profiles of sequences that are regulated (at least 2-fold change in median expression level, p value < 0.01) in lung tissue in response to aerosolized E. coli LPS. Each panel reflects separate exposure studies with BALB/c mice infected with either F novicida (FN), F. tularensis subsp, holartica (LVS) or F. tularensis subsp. tularensis (SchuS4). Each column represents gene expression data comparing RNA from lung tissue from an individual infected animal to pooled RNA isolated from mock animals (n = 6). Sequences shown in red represent increased expression. Sequences shown in green represent decreased expression and sequences shown in black indicate no change in expression in treated relative to control animals. b Replication levels of Francisella strains in lungs of Balb/c mice approximately 20.5 h post-infection as measured by qPCR of 16S rRNA. Data represents mean and standard deviation of three individual animals
Fig. 2Differential effect of F. tularensis SchuS4 infection on E. coli LPS-responsive gene expression. a Expression profiles of LPS-responsive sequences that are not suppressed (upper panel), partially suppressed (middle panel) or suppressed (lower panel) by prior FT Schu4 infection. Each column represents gene expression data from an individual experiment comparing RNA from lung tissue from an infected animal to pooled RNA isolated from mock animals (n = 6). Sequences shown in red represent increased expression, sequences shown in green represent decreased expression and sequences in black indicate no change in expression in treated relative to control animals. Bar graphs represent expression levels (measured by microarray) of individual LPS-responsive genes that were not suppressed (b) partially suppressed (c) or suppressed (d) by prior FT SchuS4 infection. Data represents mean fold-change and standard deviation of two or three individual animals relative to control animals. Only sequences that were 3-fold induced (p value < 0.01) in all three LPS-exposed control animals (n = 978) were used for this analysis
oPOSSUM 3.0 results for LPS-induced genes suppressed, not suppressed or partially suppressed by F. tularenesis
| All LPS-induced genes | Genes suppressed | Genes not suppressed | Genes partially suppressed | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TF | Family | Z-score | Fischer score |
| Z-score | Fisher score |
| Z-score | Fisher score |
| Z-score | Fisher score |
|
| AP1 | Leucine Zipper | 5.492 | 49.37 | 0.0004501 | |||||||||
| Ar | Hormone-nuclear Receptor | 9.599 | 8.988 | 0 | 7.618 | 7.526 | 5.36E-10 | ||||||
| ARID3A | Arid | 18.069 | 53.054 | 0 | 20.009 | 38.878 | 0 | 6.948 | 15.813 | 2.65E-07 | |||
| CEBPA | Leucine Zipper | 17.508 | 56.795 | 0 | 7.313 | 24.871 | 5.02E-09 | 7.727 | 19.6 | 1.11E-09 | |||
| Egr1 | BetaBetaAlph-zinc finger | 9.242 | 35.76 | 0 | 10.597 | 15.075 | 0 | ||||||
| FOXA1 | Forkhead | 9.272 | 46.98 | 0 | 9.751 | 29.455 | 0 | ||||||
| Foxa2 | Forkhead | 7.135 | 47.333 | 1.38E-08 | 12.479 | 41.802 | 0 | ||||||
| FOXD1 | Forkhead | 13.729 | 53.842 | 0 | 14.463 | 39.964 | 0 | ||||||
| Foxd3 | Forkhead | 17.779 | 49.257 | 0 | 15.734 | 40.563 | 0 | ||||||
| FOXF2 | Forkhead | 6.49 | 20.958 | 1.10E-06 | 7.19 | 21.679 | 1.20E-08 | ||||||
| FOXI2 | Forkhead | 14.135 | 36.86 | 0 | 16.058 | 36.651 | 0 | ||||||
| FOXO3 | Forkhead | 14.321 | 50.651 | 0 | 12.83 | 37.983 | 0 | 5.324 | 14.497 | 0.003402 | |||
| Foxq1 | Forkhead | 10.523 | 44.105 | 0 | 11.804 | 42.968 | 0 | ||||||
| Gatal | GATA | 9.843 | 45.572 | 0 | 6.597 | 31.379 | 7.22E-07 | 0.013187 | |||||
| Gfi | BetaBetaAlpha-zinc finger | 12.107 | 48.885 | 0 | 7.9 | 15.946 | 3.61E-10 | ||||||
| HLF | Leucine Zipper | 11.858 | 24.551 | 0 | |||||||||
| HOXAS | Homeo | 19.619 | 55.444 | 0 | 20.668 | 35.237 | 0 | 5.306 | 16.325 | 0.003501 | |||
| IRFI | IRF | 16.593 | 37.42 | 0 | 11.588 | 30.497 | 0 | 6.563 | 11.061 | 2.93E-06 | |||
| IRF2 | IRF | 10.478 | 10.828 | 0 | |||||||||
| Lhx3 | Homeo | 10.204 | 21.206 | 0 | 15.823 | 27.512 | 0 | ||||||
| MEF2A | MADS | 11.261 | 28.869 | 0 | 5.667 | 22.212 | 0.000234 | 5.164 | 9.596 | 0.007108 | |||
| MIZF | BetaBetaAlpha-zinc finger | 5.96 | 15.897 | 3.14E-05 | 8.243 | 20.427 | 4.82E-12 | ||||||
| NFATC2 | Rel | 7.841 | 54.491 | 6.71E-11 | 7.61 | 8.397 | 1.70E-09 | ||||||
| NFE2L2 | Leucine Zipper | 5.901 | 27.696 | 4.39E-05 | |||||||||
| NFIL3 | Leucine Zipper | 14.295 | 38.826 | 0 | 9.437 | 35.141 | 0 | ||||||
| NF-kappaB | Rel | 13.665 | 56.778 | 0 | 39.032 | 14.744 | 0 | 5.492 | 16.553 | 0.001656 | |||
| NFKB1 | Rel | 5.708 | 14.056 | 0.0001325 | |||||||||
| Nkx2-5 | Homeo | 22.118 | 58.941 | 0 | 26.88 | 44.266 | 0 | ||||||
| NKX3-1 | Homeo | 15.244 | 41.36 | 0 | 17.48 | 37.027 | 0 | ||||||
| Nobox | Homeo | 9.798 | 46.489 | 0 | 12.618 | 43.858 | 0 | ||||||
| Pax6 | Homeo | 6.502 | 10.168 | 1.04E-06 | 10.422 | 16.405 | 0 | ||||||
| Pdx1 | Homeo | 13.632 | 51.723 | 0 | 19.67 | 41.917 | 0 | ||||||
| PLAG1 | BetaBetaAlpha-zinc finger | 7.702 | 14.764 | 1.95E-10 | |||||||||
| Pou5fl | Homeo | 6.767 | 12.53 | 1.77E-07 | |||||||||
| Pnx2 | Homeo | 14.121 | 49.554 | 0 | 18.221 | 38.381 | 0 | ||||||
| REL | Rel | 11.771 | 55.54 | 0 | 30.632 | 10.072 | 0 | 5.323 | 11.424 | 0.003402 | |||
| RELA | Rel | 13.26 | 45.068 | 0 | 42.057 | 16.996 | 0 | 5.945 | 9.196 | 0.000138 | |||
| Sox5 | High Mobility Group | 15.026 | 49.598 | 0 | 18.695 | 46.646 | 0 | 5.001 | 15.29 | 0.013577 | |||
| SOX9 | High Mobility Group | 8.54 | 45.725 | 0 | 12.388 | 30.748 | 0 | ||||||
| SPIB | Ets | 5.794 | 74.595 | 8.15E-05 | 9.177 | 7.168 | 0 | ||||||
| SRF | MADS | 8.106 | 8.71 | 6.92E-12 | |||||||||
| STAT1 | Stat | 6.86 | 30.655 | 9.53E-08 | 20.574 | 7.325 | 0 | ||||||
| TBP | TATA-binding | 14.562 | 52.455 | 0 | 11.841 | 43.297 | 0 | 7.908 | 14.859 | 3.61E-10 | |||
Background: All 29,347 genes in oPOSSUM database, Conservation: 0.4, Matric Threshold: 85 %, Search region +/−2000 bp. Q-value represents FDR adjusted p-values
Fig. 3Network of transcription factors predicted to regulate E. coli LPS-responsive gene expression based on overrepresentation of binding sites. TFs with binding sites overrepresented in genes altered (suppressed or partially suppressed) by F. tularensis SchuS4 infection are indicated in red and pink, respectively. Lines indicate direct interaction: For visualization, not all interactions between TFs are shown
Fig. 4Functional annotation of E. coli LPS-responsive gene expression in the absence and presence of F. tularensis SchuS4 infection. Top scoring functional categories and canonical pathways are shown for all LPS-inducible genes (a) LPS-inducible genes not suppressed (b) partially suppressed (c) or suppressed (d) by Francisella infection