| Literature DB >> 26507419 |
Anton G Gossner1, John Hopkins2.
Abstract
Accumulation of the misfolded prion protein, PrP(Sc) in the central nervous system (CNS) is strongly linked to progressive neurodegenerative disease. For many transmissible spongiform encephalopathies (TSEs), peripheral lymphoid tissue is an important site of PrP(Sc) amplification but without gross immunological consequence. Susceptible VRQ homozygous New Zealand Cheviot sheep were infected with SSBP/1 scrapie by inoculation in the drainage area of the prescapular lymph nodes. The earliest time that PrP(Sc) was consistently detected by immunohistology in these nodes was D50 post infection. This transcriptomic study of lymph node taken before (D10) and after (D50) the detection of PrP(Sc), aimed to identify the genes and physiological pathways affected by disease progression within the nodes as assessed by PrP(Sc) detection. Affymetrix Ovine Gene arrays identified 75 and 80 genes as differentially-expressed at D10 and D50, respectively, in comparison with control sheep inoculated with uninfected brain homogenate. Approximately 70% of these were repressed at each time point. RT-qPCR analysis of seven genes showed statistically significant correlation with the array data, although the results for IL1RN and TGIF were different between the two technologies. The ingenuity pathway analysis (IPA) and general low level of repression of gene expression in lymphoid tissue, including many inflammatory genes, contrasts with the pro-inflammatory and pro-apoptotic events that occur within the CNS at equivalent stages of disease progression as assessed by PrP(Sc) accumulation.Entities:
Keywords: Inflammation; Lymph node; Scrapie; Sheep; Transcriptome
Mesh:
Substances:
Year: 2015 PMID: 26507419 PMCID: PMC4678288 DOI: 10.1016/j.vetmic.2015.10.013
Source DB: PubMed Journal: Vet Microbiol ISSN: 0378-1135 Impact factor: 3.293
Significantly increased differentially-expressed genes at D10.
| Gene | Gene name | FC | |
|---|---|---|---|
| IFI6 | Interferon, alpha-inducible protein 6 | 0.0422 | 2.62 |
| ADM | Adrenomedullin | 0.0482 | 2.30 |
| ZNF347 | Zinc finger protein 347 | 0.0282 | 2.04 |
| XAF1 | XIAP associated factor 1 | 0.0143 | 1.97 |
| OR5S1P | Olfactory receptor, family 5, subfamily S, member 1 pseudogene | 0.0225 | 1.87 |
| GCSH | Glycine cleavage system protein H (aminomethyl carrier) | 0.0496 | 1.85 |
| MOGAT3 | Monoacylglycerol | 0.0309 | 1.78 |
| ZBTB16 | Zinc finger and BTB domain containing 16 | 0.0366 | 1.76 |
| FKBP14 | FK506 binding protein 14, 22 kDa | 0.0495 | 1.73 |
| NUDT15 | Nudix (nucleoside diphosphate linked moiety X)-type motif 15 | 0.0353 | 1.73 |
| S100A5 | S100 calcium binding protein A5 | 0.0040 | 1.69 |
| ESRP2 | Epithelial splicing regulatory protein 2 | 0.0449 | 1.66 |
| FAM171B | Family with sequence similarity 171, member B | 0.0279 | 1.64 |
| OR10H1 | Olfactory receptor, family 10, subfamily H, member 1 | 0.0348 | 1.63 |
| SERBP1 | SERPINE1 mRNA binding protein 1 | 0.0265 | 1.62 |
| IER3 | Immediate early response 3 | 0.0151 | 1.60 |
| RASGRF2 | Ras protein-specific guanine nucleotide-releasing factor 2 | 0.0234 | 1.59 |
| ZC3H12B | Zinc finger CCCH-type containing 12B | 0.0049 | 1.58 |
| GJA3 | Gap junction protein, alpha 3, 46kDa | 0.0122 | 1.57 |
| IGFBPL1 | Insulin-like growth factor binding protein-like 1 | 0.0218 | 1.57 |
| DMXL2 | Dmx-like 2 | 0.0107 | 1.56 |
| MTERFD1 | MTERF domain containing 1 | 0.0302 | 1.54 |
| IL1RN | Interleukin 1 receptor antagonist | 0.0337 | 1.52 |
Genes with fold change (FC) ≥ 1.5 fold and adjusted p value of ≤0.05.
Significantly repressed differentially-expressed genes at D10.
| Gene | Gene name | FC | |
|---|---|---|---|
| ASZ1 | Ankyrin repeat, SAM and basic leucine zipper domain 1 | 0.0140 | −2.56 |
| SEPT5 | Septin 5 | 0.0056 | −2.31 |
| Ovar-DYA | 0.0443 | −2.08 | |
| RAB26 | RAB26, member RAS oncogene family | 0.0428 | −2.01 |
| ZNF391 | Zinc finger protein 391 | 0.0347 | −1.90 |
| HNF4A | Hepatocyte nuclear factor 4, alpha | 0.0421 | −1.81 |
| BRINP1 | Bone morphogenetic protein/retinoic acid inducible neural-specific 1 | 0.0157 | −1.78 |
| LMF1 | Lipase maturation factor 1 | 0.0379 | −1.76 |
| HTR3A | 5-Hydroxytryptamine (serotonin) receptor 3A, ionotropic | 0.0388 | −1.73 |
| CYP3A5 | Cytochrome P450, family 3, subfamily A, polypeptide 5 | 0.0295 | −1.73 |
| MOGAT2 | Monoacylglycerol | 0.0078 | −1.72 |
| CLDN10 | Claudin 10 | 0.0365 | −1.71 |
| ACOT4 | Acyl-CoA thioesterase 4 | 0.0022 | −1.71 |
| OR8A1 | Olfactory receptor, family 8, subfamily A, member 1 | 0.0259 | −1.70 |
| LOC101907318 | LOC101907318 [ | 0.0186 | −1.68 |
| DNAJB3 | DnaJ (Hsp40) homolog, subfamily B, member 3 | 0.0003 | −1.67 |
| NEFL | Neurofilament, light polypeptide | 0.0316 | −1.66 |
| RPL19 | Ribosomal protein L19 | 0.0430 | −1.66 |
| FZD5 | Frizzled class receptor 5 | 0.0493 | −1.65 |
| MAG | Myelin associated glycoprotein | 0.0210 | −1.64 |
| HIST1H2AG | Histone cluster 1, H2ag | 0.0122 | −1.63 |
| CXorf66 | Chromosome X open reading frame 66 | 0.0240 | −1.61 |
| PRAMEF12 | PRAME family member 12 | 0.0210 | −1.61 |
| TRMT2A | tRNA methyltransferase 2 homolog A (S. cerevisiae) | 0.0487 | −1.61 |
| KRTAP9-1 | Keratin associated protein 9-1 | 0.0119 | −1.61 |
| KRT35 | Keratin 35 | 0.0484 | −1.60 |
| PHOSPHO1 | Phosphatase, orphan 1 | 0.0057 | −1.60 |
Genes with fold change (FC) ≥1.5 fold and adjusted p value of ≤0.05.
Significantly increased differentially-expressed genes at D50.
| Gene | Gene name | FC | |
|---|---|---|---|
| TMEM116 | Transmembrane protein 116 | 0.0342 | 1.74 |
| HIST1H2AD | Histone cluster 1, H2ad | 0.0075 | 1.73 |
| LMO7 | LIM domain 7 | 0.0287 | 1.72 |
| ZNF471 | Zinc finger protein 471 | 0.0050 | 1.70 |
| GPR123 | G protein-coupled receptor 123 | 0.0437 | 1.67 |
| CYP4F8 | Cytochrome P450, family 4, subfamily F, polypeptide 8 | 0.0147 | 1.67 |
| ABCB6 | ATP-binding cassette, sub-family B (MDR/TAP), member 6 | 0.0003 | 1.65 |
| NAT1 | 0.0015 | 1.65 | |
| ZNF419 | Zinc finger protein 419 | 0.0068 | 1.59 |
| MRPL13 | Mitochondrial ribosomal protein L13 | 0.0223 | 1.59 |
| MAL | mal, T-cell differentiation protein | 0.0487 | 1.58 |
| MAGIX | MAGI family member, X-linked | 0.0348 | 1.55 |
| LYPLA2 | Lysophospholipase II | 0.0454 | 1.54 |
| CYCS | Cytochrome c, somatic | 0.0148 | 1.53 |
| RPL29 | Ribosomal protein L29 | 0.0095 | 1.52 |
| ANKRD34A | Ankyrin repeat domain 34A | 0.0379 | 1.51 |
| HMGB1 | High mobility group box 1 | 0.0279 | 1.50 |
| VNN2 | Vanin 2 | 0.0204 | 1.50 |
Genes with fold change (FC) ≥ 1.5 fold and adjusted p value of ≤ 0.05.
Significantly repressed differentially-expressed genes at D50.
| Gene | Gene name | FC | |
|---|---|---|---|
| MOXD1 | Monooxygenase, DBH-like 1 | 0.0178 | −4.38 |
| LTF | Lactotransferrin | 0.0400 | −2.46 |
| CDH26 | Cadherin 26 | 0.0418 | −2.44 |
| CAMP | Cathelicidin antimicrobial peptide | 0.0457 | −2.43 |
| CPNE4 | Copine IV | 0.0376 | −2.33 |
| OR5R1 | Olfactory receptor, family 5, subfamily R, member 1 | 0.0214 | −2.30 |
| C11orf70 | Chromosome 11 open reading frame 70 | 0.0452 | −2.24 |
| TGIF1 | TGFB-induced factor homeobox 1 | 0.0310 | −2.18 |
| GABRQ | Gamma-aminobutyric acid (GABA) A receptor, theta | 0.0409 | −2.11 |
| OR2T33 | Olfactory receptor, family 2, subfamily T, member 33 | 0.0450 | −2.03 |
| OR5P3 | Olfactory receptor, family 5, subfamily P, member 3 | 0.0047 | −1.99 |
| HEPH | Hephaestin | 0.0393 | −1.89 |
| UNG | Uracil-DNA glycosylase | 0.0280 | −1.89 |
| OAT | Ornithine aminotransferase | 0.0068 | −1.86 |
| GSDMA | Gasdermin A | 0.0393 | −1.86 |
| GREB1 | Growth regulation by estrogen in breast cancer 1 | 0.0090 | −1.86 |
| DPF3 | D4, zinc and double PHD fingers, family 3 | 0.0060 | −1.77 |
| UQCRB | Ubiquinol-cytochrome c reductase binding protein | 0.0019 | −1.76 |
| LDHC | Lactate dehydrogenase C | 0.0002 | −1.76 |
| S100A6 | S100 calcium binding protein A6 | 0.0243 | −1.74 |
| C2orf70 | Chromosome 2 open reading frame 70 | 0.0041 | −1.74 |
| SPATS2 | Spermatogenesis associated, serine-rich 2 | 0.0060 | −1.74 |
| OR52H1 | Olfactory receptor, family 52, subfamily H, member 1 | 0.0428 | −1.70 |
| OR13C3 | Olfactory receptor, family 13, subfamily C, member 3 | 0.0177 | −1.70 |
| CTSG | Cathepsin G | 0.0151 | −1.69 |
| SLC22A16 | Solute carrier family 22, member 16 | 0.0405 | −1.69 |
| SDHD | Succinate dehydrogenase complex, subunit D, integral membrane protein | 0.0132 | −1.68 |
| CCDC172 | Coiled-coil domain containing 172 | 0.0002 | −1.67 |
| NTF4 | Neurotrophin 4 | 0.0135 | −1.66 |
| OR2F1 | Olfactory receptor, family 2, subfamily F, member 1 | 0.0274 | −1.66 |
| PGAM2 | Phosphoglycerate mutase 2 (muscle) | 0.0279 | −1.65 |
Genes with fold change (FC) ≥1.5 fold and adjusted p value of ≤0.05.
Top diseases and disorders Bio-Functions at D10 and D50 identified by IPA.
| D10 vs. C | p value |
|---|---|
| Gastrointestinal disease | 5.06E-04–4.62E-02 |
| CYP3A5, IL1RN, LRRC15, ADM, HNF4A, MOGAT2, MOGAT3, HTR3A, HLA-DQA1 | |
| Organismal injury and abnormalities | 5.06E-04–4.57E-02 |
| CYP3A5, IL1RN, LRRC15, ADM, HTR3A, NEFL, FKBP14, LIPN, SEPT5, RASGRF2, MAG | |
| Neurological disease | 2.55E-03–4.96E-02 |
| ADM, HTR3A, IL1RN, ATCAY, NEFL, FKBP14, SEPT5, ZBTB16, MAG, RPL10, TRMT2A, HNF4A, BRINP1, HLA-DQA1, IER3, RASGRF2 |
Fig. 1Relative expression of selected genes in the D10, D50 and uninfected control sample groups. RT-qPCR array results shown are the average ΔCq for the gene of interest (GOI) calculated using the following formula ΔCq = Cq(GOI) − Cq(geometricmeanofthereferencegenes). The mean for the animals in each group are shown with the error bars showing the standard deviation. Samples with the highest mRNA expression levels for a gene have the lowest ΔCq values. Circles represent the D10 samples (D10); squares represent the D50 samples (D50) and triangles represent the uninfected control samples (C).
Comparison of D10 and D50 fold-change data from microarrays and RT-qPCR.
| Gene | D10 | D50 | ||||||
|---|---|---|---|---|---|---|---|---|
| Microarray | RT-qPCR | Microarray | RT-qPCR | |||||
| FC | FC | FC | FC | |||||
| ADM | 2.3 | 0.0482 | 1.34 | 0.232 | −1.05 | 0.8915 | 1.32 | 0.244 |
| CDH26 | −1.54 | 0.2594 | −1.59 | 0.1593 | −2.44 | 0.0418 | −1.77 | 0.154 |
| HMGB1 | −1.29 | 0.1249 | 1.53 | 0.712 | 1.50 | 0.0279 | 2.2 | 0.403 |
| IFI6 | 2.62 | 0.0422 | 2.19 | 0.14 | 1.54 | 0.2912 | 2.81 | 0.055 |
| IL1RN | 1.52 | 0.0337 | −1.66 | 0.22 | −1.05 | 0.7716 | −1.26 | 0.068 |
| MOXD1 | −1.67 | 0.3023 | −1.76 | 0.29 | −4.38 | 0.0178 | −2.27 | 0.063 |
| TGIF | −1.04 | 0.8856 | −1.68 | 0.013 | −2.18 | 0.0310 | 1.13 | 0.376 |