| Literature DB >> 18558011 |
Anuj Sharma1, Bhaskar Bhattacharya, Raj K Puri, Radha K Maheshwari.
Abstract
BACKGROUND: Neurovirulent Venezuelan equine encephalitis virus (VEEV) causes lethal encephalitis in equines and is transmitted to humans by mosquitoes. VEEV is highly infectious when transmitted by aerosol and has been developed as a bio-warfare agent, making it an important pathogen to study from a military and civilian standpoint. Molecular mechanisms of VEE pathogenesis are poorly understood. To study these, the gene expression profile of VEEV infected mouse brains was investigated. Changes in gene expression were correlated with histological changes in the brain. In addition, a molecular framework of changes in gene expression associated with progression of the disease was studied.Entities:
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Year: 2008 PMID: 18558011 PMCID: PMC2440554 DOI: 10.1186/1471-2164-9-289
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
Progression of disease and mortality in VEEV infected mice.
| Disease Progression | Day(s) Post Infection | |||||||||
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | |
| Roughening of Fur | 0 | 0 | 5 | 9 | 9 | 8 | 5 | 1 | 1 | - |
| Hunched Posture/Lethargic/Shivering | 0 | 0 | 0 | 0 | 9 | 8 | 5 | 1 | 1 | - |
| Hind Limb Paralysis | 0 | 0 | 0 | 0 | 1 | 8 | 5 | 1 | 1 | - |
| Death | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 4 | 0 | 1 |
| Total died/Total No. | 0/9 | 0/9 | 0/9 | 0/9 | 0/9 | 1/9 | 4/9 | 8/9 | 8/9 | 9/9 |
| % Mortality | 0 | 0 | 0 | 0 | 0 | 11.1 | 44.4 | 88.8 | 88.8 | 100 |
| MST (Day) | 6.66 | |||||||||
Mice were infected with 1000 pfu of V3000 in left rear foot pad at day 0 and were monitored for the clinical symptoms of disease thereafter. All the animals exhibited hind limb paralysis, a hallmark of VEEV infection and succumbed to disease by day 9 post infection. Mortality was 100% with a mean survival time of 6.6 days.
Figure 1Evidence of VEEV infection in mouse brain. Mouse brains at various time points after VEEV infection were analyzed by H&E and IHC staining. VEEV appeared in brain at 48 hr post infection (indicated by arrows), which was accompanied by the initiation of inflammation in brain as evident by vessel thickening and endothelial cuffing. At 72 hr post infection VEEV antigen can be detected throughout the mid-brain. Inflammation was evidenced by increased endothelial cuffing and neutrophil infiltration (indicated by arrows). Inflammation was extensive throughout the brain along with increased VEEV antigen in brain at 96 hr post infection.
Total Genes Upregulated in VEEV Infected Mice brain.
| Time, Hour(s) pi | > 5.0 folds | > 3.0–5.0 folds | ≥ 1.5–3.0 folds | Total genes over-expressed |
| 24 | 6 | 18 | 183 | 207 |
| 48 | 3 | 27 | 292 | 322 |
| 72 | 53 | 148 | 212 | 413 |
| 96 | 33 | 129 | 960 | 1122 |
Total RNA extracted from VEEV infected brain was analyzed by microarray as described in methods. Gene's upregulated ≥1.5 folds were considered. Number of genes over expressed increased as the disease progressed with maximum genes over expressed at 96 hr post infection.
Figure 2Hierarchical clustering of gene expression in mouse brain after VEEV infection. All over-expressed genes were clustered; however, a snap shot of selected genes is shown due to space limitation. Genes that are marked with arrows are over expressed ≥ 2.0 fold at 72 and 96 hr post infection. Color indicates the relative expression level of each gene in VEEV infected brain over saline treated control mouse brain, with red indicating higher expression, grey indicating absence of expression and darker red color indicating over expression but at a lower level.
Figure 3Analysis of molecular pathways in VEEV infected brain. Number of genes involved in various pathways of biological processes was analyzed by GOFFA Library of Arraytrack software. Genes involved in the various biological processes increased with the progress of the disease.
Genes involved in virus response, inflammatory response and antigen presentation
| Mm.136224 | Interferon induced with helicase C domain 1 (Ifih1) | NE | 3.59/- | 5.21 ± 1.05 | 4.18 ± 0.31 |
| Mm.3233 | Interferon regulatory factor 7 (Irf7) | NE | NE | 4.31 ± 1.51 | 2.01 ± 0.08 |
| Mm.271275 | Interferon, alpha-inducible protein 27 (Ifi27) | NE | NE | 4.79 ± 0.67 | 6.62 ± 0.32 |
| Mm.233471 | 2'-5' oligoadenylate synthetase 1B (Oas1b) | NE | 1.89/- | 5.12 ± 0.04 | 2.32 ± 0.08 |
| Mm.867 | Chemokine (C-C motif) ligand 12 (Ccl12) | 5.03 ± 1.86 | 4.63/- | 7.87 ± 0.54 | 4.70 ± 0.36 |
| Mm.131723 | Chemokine (C-X-C motif) ligand 11 (Cxcl11) | NE | 8.76/- | 17.02 ± 5.19 | 13.68 ± 5.51 |
| Mm.877 | Chemokine (C-X-C motif) ligand 10 (Cxcl10) | NE | 7.49/- | 15.45 ± 0.67 | 8.69 ± 0.37 |
| Mm.284248 | Chemokine (C-C motif) ligand 5 (Ccl5) | NE | NE | 4.27 ± 1.27 | 3.56 ± 0.66 |
| Mm.1282 | Chemokine (C-C motif) ligand 3 (Ccl3) | NE | NE | 2.26/1.83 | 2.05 ± 0.21 |
| Mm.10116 | Chemokine (C-X-C motif) ligand 13 (Cxcl13) | NE | NE | 2.06 ± 0.41 | 1.73/- |
| Mm.766 | Chemokine (C-X-C motif) ligand 9 (Cxcl9) | NE | NE | 3.99 ± 1.62 | 1.85 ± 0.14 |
| Mm.22673 | Fc receptor, IgE, high affinity I, gamma polypeptide (Fcer1g) | NE | NE | 3.66 ± 0.29 | 3.38 ± 0.63 |
| Mm.5419 | Interleukin 17 (Il17) | NE | NE | NE | 2.06 ± 0.33 |
| Mm.2326 | Macrophage migration inhibitory factor (Mif) | NE | 1.08 ± 0.17 | 2.25 ± 0.53 | 2.06 ± 0.07 |
| Mm.24163 | PYD and CARD domain containing (Pycard) | NE | NE | 1.81 ± 0.165 | 1.52 ± 0.31 |
| Mm.200608 | Clusterin (Clu) | NE | 1.74 ± 0.13 | 4.03 ± 1.54 | 2.45 ± 0.37 |
| Mm.283714 | Sialophorin (Spn) | 1.93 ± 0.14 | 2.50 ± 0.19 | 2.87 ± 1.63 | 2.25 ± 0.24 |
| Mm.209294 | Adaptor-related protein complex 3, delta 1 subunit (Ap3d1) | 1.33 ± 0.83 | NE | 2.17 ± 0.35 | 1.69 ± 0.01 |
| Mm.163 | Beta-2 microglobulin (B2m) | NE | NE | 10.39 ± 0.32 | 6.07 ± 0.25 |
| Mm.1894 | CD1d1 antigen (Cd1d1) | NE | NE | NE | 1.56 ± 0.01 |
| Mm.22673 | Fc receptor, IgE, high affinity I, gamma polypeptide (Fcer1g) | NE | NE | 3.66 ± 0.29 | 3.38 ± 0.63 |
| Mm.33263 | Histocompatibility 2, D region locus 1 (H2-D1) | NE | NE | 4.88 ± 0.12 | 9.04 ± 1.15 |
| Mm.387141 | Histocompatibility 2, D region locus 4 (H2-D4) | NE | NE | 8.92 ± 7.66 | 9.42 ± 1.34 |
| Mm.35016 | Histocompatibility 2, T region locus 23 (H2-T23) | NE | NE | 4.72 ± 0.89 | 3.15 ± 0.83 |
| Mm.296901 | Histocompatibility 2, Q region locus 7 (H2-Q7) | 4.55 ± 2.49 | 4.58/- | 10.22 ± 4.92 | 9.50 ± 0.76 |
| Mm.296901 | Histocompatibility 2, Q region locus 8 (H2-Q8) | NE | NE | 4.45 ± 0.48 | NE |
Genes that are involved in the virus response and immune response were upregulated at 72 and 96 hr post infection concomitant with the virus appearance in the brain. Several inflammatory response and antigen presentation genes were upregulated and their expression increased with the progression of the disease. Values are fold changes in the gene expression in test samples over saline controls. Values are expressed as mean ± SEM. NE indicates not expressed or expression was lower than 1 fold (and/or did not meet the cut off criteria of 99% confidence interval, 150 minimum intensity or 30 μm spot size) NE indicates not expressed and '-' indicates not expressed in biological replicates.
Genes involved in apoptotic response in VEEV infected mice brain.
| Mm.3336 | RIKEN cDNA 1110007C09 gene (1110007C09Rik) | 2.66 ± 1.63 | 3.68 ± 1.14 | 6.81 ± 4.35 | 5.22 ± 0.66 |
| Mm.277585 | amyloid beta (A4) precursor protein (App) | 2.50 ± 0.48 | 2.54 ± 0.59 | 4.05 ± 1.20 | 2.87 ± 0.42 |
| Mm.84073 | Bcl2-associated athanogene 3 (Bag3) | 2.63 ± 0.59 | 3.30 ± 0.43 | 4.61 ± 2.37 | 4.23 ± 0.18 |
| Mm.29820 | BCL2/adenovirus E1B 19kDa-interacting protein 3-like (Bnip3l) | 1.96 ± 0.11 | 2.52 ± 0.04 | 3.88 ± 2.19 | 3.07 ± 0.14 |
| Mm.290908 | baculoviral IAP repeat-containing 6 (Birc6), mRNA. | 1.94 ± 0.33 | 2.15 ± 0.22 | 2.54 ± 0.93 | 2.18 ± 0.04 |
| Mm.283714 | sialophorin (Spn), mRNA. | 1.99 ± 0.14 | 2.50 ± 0.19 | 2.87 ± 1.63 | 2.25 ± 0.24 |
| Mm.2381 | amyloid beta (A4) precursor-like protein 1 (Aplp1), | NE | 1.90 ± 0.06 | 3.70 ± 1.15 | 2.27 ± 0.14 |
| Mm.200608 | Clusterin (Clu) | NE | 1.74 ± 0.13 | 4.03 ± 1.54 | 2.45 ± 0.37 |
| Mm.136224 | interferon induced with helicase C domain 1 (Ifih1) | NE | 3.59/- | 5.21 ± 1.05 | 4.18 ± 0.31 |
| Mm.4266 | integral membrane protein 2B (Itm2b) | NE | 1.55 ± 0.20 | 2.43 ± 0.95 | 2.46 ± 0.54 |
| Mm.2326 | macrophage migration inhibitory factor (Mif) | NE | 1.08 ± 0.17 | 2.25 ± 0.53 | 2.06 ± 0.07 |
| Mm.277518 | Monocyte to macrophage differentiation-associated (Mmd) | NE | 0.59 ± 0.04 | 2.33 ± 0.45 | 1.64 ± 0.18 |
| Mm.347546 | Inositol 1,3,4-triphosphate 5/6 kinase | NE | 1.94 ± 0.02 | 0.95 ± 0.05 | 1.83 ± 0.02 |
| Mm.285322 | mitochondrial carrier homolog 1 (C. elegans) (Mtch1) | NE | 0.95 ± 0.01 | 2.08 ± 0.35 | 1.77 ± 0.23 |
| Mm.687 | Ras homolog gene family, member B (Rhob) | NE | 1.17 ± 0.03 | 2.48 ± 0.87 | 1.59 ± 0.15 |
| Mm.379457 | Valosin containing protein (Vcp) | NE | 1.68 ± 0.15 | 2.04 ± 0.77 | 1.80 ± 0.17 |
| Mm.6826 | Apoptosis-associated tyrosine kinase (Aatk) | NE | NE | 1.65 ± 0.07 | 1.20 ± 0.43 |
| Mm.223689 | Bifunctional apoptosis regulator (Bfar) | NE | NE | 1.83 ± 0.58 | 1.70 ± 0.08 |
| Mm.130832 | caspase recruitment domain family, member 14 (Card14) | NE | NE | 3.23 ± 1.52 | 2.69 ± 0.08 |
| Mm.29028 | Death associated protein 3 (Dap3) | NE | NE | 1.87 ± 0.14 | 0.96 ± 0.03 |
| Mm.280594 | Death effector domain-containing DNA binding protein 2 (Dedd2) | NE | NE | 1.79 ± 0.66 | 1.92 ± 0.09 |
| Mm.379461 | eukaryotic translation initiation factor 5A (Eif5a) | NE | NE | 2.61 ± 0.49 | 1.92 ± 0.14 |
| Mm.342392 | engulfment and cell motility 1, ced-12 homolog (C. elegans) (Elmo1), transcript variant 2 | NE | NE | 1.74 ± 0.21 | 1.41 ± 0.08 |
| Mm.39760 | Fas apoptotic inhibitory molecule 2 (Faim2) | NE | NE | 2.85 ± 1.23 | 2.44 ± 0.12 |
| Mm.281298 | growth arrest and DNA-damage-inducible 45 gamma (Gadd45g) | NE | NE | 3.16 ± 0.21 | 2.12 ± 0.05 |
| Mm.15510 | granzyme A (Gzma) | NE | NE | 1.27 ± 0.41 | 1.94 ± 0.26 |
| Mm.2720 | Mitogen activated protein kinase 8 interacting protein 1 (Mapk8ip1) | NE | NE | 2.25 ± 0.75 | 1.16 ± 0.19 |
| Mm.1639 | Myeloid cell leukemia sequence 1 (Mcl1) | NE | NE | 1.83 ± 0.18 | 1.56 ± 0.09 |
| Mm.204876 | nucleolar protein 3 (apoptosis repressor with CARD domain) (Nol3) | NE | NE | 2.02 ± 0.52 | 1.84 ± 0.09 |
| Mm.24163 | PYD and CARD domain containing (Pycard) | NE | NE | 1.82 ± 0.17 | 1.38 ± 0.18 |
| Mm.276325 | superoxide dismutase 1, soluble (Sod1) | NE | NE | 1.74 ± 0.22 | 1.54 ± 0.24 |
| Mm.200792 | tumor necrosis factor receptor superfamily, member 21 (Tnfrsf21) | NE | NE | 2.37 ± 0.84 | 1.40 ± 0.17 |
| Mm.1894 | CD1d1 antigen (Cd1d1) | NE | NE | NE | 1.56 ± 0.01 |
| Mm.217764 | phosphoglucomutase 2 (Pgm2)/Itgb3bp | NE | NE | NE | 1.63 ± 0.11 |
| Mm.312628 | Serine (or cysteine) proteinase inhibitor, clade A, member 3G (Serpina3g) | NE | NE | NE | 2.83 ± 0.18 |
| Mm.218473 | tumor differentially expressed 1 (Tde1)/Serinc3 | NE | NE | NE | 1.94 ± 0.01 |
| Mm.338613 | forkhead box O3a (Foxo3a) | 1.92 ± 0.17 | NE | 2.26 ± 1.08 | 1.57 ± 0.03 |
| Mm.22216 | TSC22 domain family 3 (Tcs22d3) | NE | 1.63 ± 0.20 | NE | NE |
| Mm.1360 | growth arrest and DNA-damage-inducible 45 beta (Gadd45b) | NE | 2.00 ± 0.33 | NE | 1.85 ± 0.03 |
| Mm.329277 | ubiquitin specific peptidase 14 (Usp14)/Thoc1 | NE | 1.90 ± 0.21 | NE | 2.02 ± 0.18 |
| Mm.347406 | CCAAT/enhancer binding protein (C/EBP), beta (Cebpb) | NE | NE | 2.01 ± 0.17 | NE |
| Mm.150 | Fc receptor, IgG, high affinity 1(Fcgr1) | NE | NE | 2.26 ± 0.26 | NE |
| Mm.292100 | fibrinogen-like protein 2 (Fgl2) | NE | NE | 1.90 ± 0.27 | NE |
| Mm.368515 | myc-like oncogene, s-myc protein (Mycs) | NE | NE | 3.11 ± 0.05 | NE |
Genes that are modulated in the apoptotic response were upregulated at 72 and 96 hr post infection concomitant with the virus appearance in the brain. Values are fold changes in the gene expression in test samples over saline controls. Values are expressed as mean ± SEM. NE indicates not expressed or expression was lower than 1 fold (and/or didn't meet the cut off criteria of 99% confidence interval, 150 minimum intensity or 30 μm spot size) and (-) indicates not expressed in biological replicates.
Figure 4Confirmation of selected gene expression by RT-PCR. (a) RT-PCR was performed for Oas1b, Fcre1g, Clu and Mif genes. Expression was normalized with housekeeping gene GAPDH. Lane 1: Negative control, Lane 2: uninfected saline control, Lane 3: 24 hr, Lane 4: 48 hr, Lane 5: 72 hr, Lane 6: 96 hr post infection. (b) Quantitative estimation was done by densitometry analysis of PCR product using Scion Image Analysis Software (Scion Corporation, Frederick, Maryland 21701). Values were normalized to the corresponding values of the house keeping genes for individual samples. Values are expressed as mean ± SEM. * p ≤ 0.05 compared to uninfected control.