| Literature DB >> 22935149 |
Ruth C Galindo1, Nieves Ayllón, Katja Strašek Smrdel, Mariana Boadella, Beatriz Beltrán-Beck, María Mazariegos, Nerea García, José M Pérez de la Lastra, Tatjana Avsic-Zupanc, Katherine M Kocan, Christian Gortazar, José de la Fuente.
Abstract
BACKGROUND: Anaplasma phagocytophilum infects a wide variety of hosts and causes granulocytic anaplasmosis in humans, horses and dogs and tick-borne fever in ruminants. Infection with A. phagocytophilum results in the modification of host gene expression and immune response. The objective of this research was to characterize gene expression in pigs (Sus scrofa) naturally and experimentally infected with A. phagocytophilum trying to identify mechanisms that help to explain low infection prevalence in this species.Entities:
Mesh:
Substances:
Year: 2012 PMID: 22935149 PMCID: PMC3453518 DOI: 10.1186/1756-3305-5-181
Source DB: PubMed Journal: Parasit Vectors ISSN: 1756-3305 Impact factor: 3.876
Primer sets and real-time PCR conditions used for analysis of differentially expressed genes
| Interleukin 1 receptor accessory protein-like 1 ( | NG_008292 CN163387 | IL1-L: GTTGTCATTTCGCCAAACCT IL1-R: GCCTATGACCGATGGCTTTA | 58°C, 30 sec/72 °C, 30 sec |
| T-cell receptor alpha chain ( | AB087958.1 | TcellR-L: TTCTGACCCTGGGGACTATG TcellR-R: GAGAAGCCATGCTGTTGGT | 58°C, 30 sec/72°C, 30 sec |
| Gap junction protein alpha 1 ( | BC105464.1 CK465005 | GAP-L: TGCAATGAAGCTGAACATGA GAP-R: TGGAATGCAAGAGAGGTTGA | 58°C, 30 sec/72°C, 30 sec |
| Thrombospondin 4 ( | XM_001926236 BM190304 | TROMB4-L: GGGCAAGGTTTTTGTTCTGA TROMB4-R: TCATAGGGGTCCAGCACTTC | 60°C, 30 sec/72°C, 30 sec |
| Beta-actin | DQ845171 | SusBetActin-L: GACATCCGCAAGGACCTCTA SusBetActin-R: ACACGGAGTACTTGCGCTCT | 60°C, 30 sec/72°C, 30 sec |
| Glyceraldehyde 3-phosphate dehydrogenase ( | AF069649 | GADPHSus-L: CCAGAACATCATCCCTGCTT GADPHSus-R: GTCCTCAGTGTAGCCCAGGA | 60°C, 30 sec/72 °C, 30 sec |
| Cyclophilin | AY008846 | SSCYCLOPHILIN-L: AGCACTGGGGAGAAAGGATT SSCYCLOPHILIN-R: CTTGGCAGTGCAAATGAAAA | 55 °C, 30 sec/72 °C, 30 sec |
aPCR conditions are shown as annealing/extension in real-time RT-PCR analysis.
Gene ontology and description of significant differentially expressed genes (P < 0.05; > 2 fold change)
| Ssc.30381.1.A1_at | CO991016 | 361.988 | 84.148 | 0.039 | Unknown | ||
| Ssc.17891.1.A1_at | CF175823 | 29.073 | 8.518 | 0.029 | Unknown | ||
| Ssc.13408.1.A1_at | BI405159 | 19.229 | 5.72 | 0.030 | Unknown | ||
| Ssc.10537.1.A1_at | BF711416 | 15.897 | 1.497 | 0.002 | Unknown | ||
| Ssc.29577.1.A1_at | CO940471 | 14.279 | 0.259 | 0.006 | Unknown | ||
| Ssc.24631.1.S1_at | CK461650 | 11.635 | 1.792 | 0.007 | Formin 1 | Protein binding | Cell adhesion |
| Ssc.31062.1.S1_at | AJ663560 | 8.047 | 1.593 | 0.021 | Unknown | ||
| Ssc.28701.1.S1_at | BG895814 | 8.008 | 0.889 | 0.015 | Sorbin and SH3 domain isoform 2, transcript variant 14 | Receptor activity | Signaling pathway |
| Ssc.29538.1.A1_at | CO941727 | 7.984 | 0.567 | 0.020 | Unknown | ||
| Ssc.10128.1.A1_at | BI399899 | 7.217 | 1.986 | 0.039 | similar to | Unknown | Unknown |
| Ssc.16289.1.A1_at | U15437.1 | 5.927 | 1.945 | 0.047 | Ig heavy chain variable VDJ region | Protein binding | Immune response |
| Ssc.16269.1.S1_at | U15523.1 | 2.919 | 0.594 | 0.047 | Ig heavy chain variable VDJ region | Protein binding | Immune response |
| Ssc.15942.5.A1_x_at | U38202.1 | 2.571 | 0.398 | 0.044 | | | |
| Ssc.17872.1.A1_at | CF175649 | 5.731 | 1.428 | 0.047 | COUP transcription factor 1 ( | Transcription factor | Signaling pathway |
| Ssc.31126.1.A1_at | CO942136 | 5.391 | 0.792 | 0.035 | Unknown | ||
| Ssc.29622.1.A1_at | CO942607 | 4.96 | 0.634 | 0.009 | Unknown | ||
| Ssc.17942.1.A1_at | CF176409 | 4.605 | 0.287 | 0.020 | Unknown | ||
| Ssc.31069.1.A1_s_at | BF712013 | 4.578 | 0.478 | 0.014 | DAZ interacting protein 3, zinc finger | Protein binding | Ubiquitin-dependent protein catabolic process |
| Ssc.6157.1.A1_at | BQ597772 | 3.782 | 0.555 | 0.021 | Zinc finger protein 521 | Unknown | Unknown |
| Ssc.1411.1.S1_at | BM190304 | 3.586 | 0.152 | 0.013 | Thrombospondin 4 ( | Cation binding, protein binding | Cell adhesion |
| Ssc.7524.1.A1_at | BQ599075 | 3.397 | 0.719 | 0.033 | Sk/Dkk-1 protein precursor | Protein binding | Signaling pathway |
| Ssc.8931.1.A1_at | BI398736 | 3.336 | 0.818 | 0.037 | Angiopoietin-like protein 2 ( | Unknown | Signaling pathway |
| Ssc.13693.1.A1_at | BQ603203 | 3.313 | 0.589 | 0.026 | Unknown | ||
| Ssc.4707.1.A1_at | BI118246 | 3.271 | 0.917 | 0.049 | Protein binding | Cell adhesion | |
| Ssc.13265.1.A1_at | BQ605073 | 3.236 | 0.602 | 0.029 | Unknown | ||
| Ssc.7967.1.A1_at | BQ599891 | 3.153 | 0.663 | 0.033 | Unknown | ||
| Ssc.8871.2.A1_at | CK457442 | 2.929 | 0.711 | 0.043 | Cyclin-dependent kinase inhibitor 1C ( | Protein binding | Signaling pathway |
| Ssc.20473.2.S1_at | CK456061 | 2.909 | 0.139 | 0.001 | Unknown | ||
| Ssc.20452.1.S1_at | BX670488 | 2.890 | 0.616 | 0.035 | Keratin associated protein 26-1 | Protein binding | Cell structure |
| Ssc.29030.1.S1_at | CO988330 | 2.838 | 0.499 | 0.032 | Unknown | ||
| Ssc.26632.1.S1_at | CN155689 | 2.813 | 0.333 | 0.030 | Tripartite motif protein 32 | Protein binding | Cell differentiation, ubiquitin-dependent protein catabolic process |
| Ssc.24221.2.A1_at | BI181166 | 2.805 | 0.302 | 0.007 | NADH-ubiquinone oxidoreductase | Enzymatic activity | Cell metabolism |
| | | | | | 18 kDa subunit | | |
| Ssc.428.10.S1_at | AB087975.1 | 2.767 | 0.181 | 0.027 | T cell receptor alpha chain ( | Receptor activity | Immune response |
| Ssc.17790.1.S1_at | AB087958.1 | 2.334 | 0.369 | 0.031 | T cell receptor alpha chain ( | Receptor activity | Immune response |
| Ssc.18884.1.A1_at | CF365209 | 2.67 | 0.083 | 0.008 | Unknown | ||
| Ssc.25538.1.S1_at | BX918287 | 2.597 | 0.377 | 0.033 | Zinc finger protein 502 | Transcription factor | Transcription |
| Ssc.26587.1.A1_at | CN154795 | 2.592 | 0.334 | 0.030 | Unknown | ||
| Ssc.20172.1.A1_at | BX676733 | 2.547 | 0.347 | 0.027 | Tumor endothelial marker 8 isoform 3 | Protein binding, receptor activity | Cell adhesion |
| Ssc.7090.1.A1_at | NM_214233.1 | 2.465 | 0.435 | 0.026 | Thioltransferase ( | Enzymatic activity | Stress |
| Ssc.13474.1.A1_at | BQ602423 | 2.454 | 0.405 | 0.022 | Unknown | ||
| Ssc.8511.1.A1_at | BF703957 | 2.449 | 0.275 | 0.009 | Unknown | Unknown | |
| Ssc.30148.1.A1_at | CO987207 | 2.341 | 0.208 | 0.048 | Rho-related BTB domain containing 3 ( | Protein binding, receptor activity | Signaling pathway, ubiquitin-dependent protein catabolic process |
| Ssc.22336.1.S1_at | CF793417 | 2.302 | 0.366 | 0.023 | Homeobox protein Hox-B7 ( | Transcription factor, protein binding | Transcription |
| Ssc.1377.2.S1_at | BI343023 | 2.264 | 0.19 | 0.016 | Integrin alpha-8 ( | Cation binding, protein binding, receptor activity | Cell differentiation, cell adhesion, signalling pathway |
| Ssc.29167.1.A1_at | CO950916 | 2.198 | 0.272 | 0.030 | Rho GTPase activating protein 5 | Protein binding | Cell adhesion |
| Ssc.13363.1.A1_at | BI404946 | 2.188 | 0.31 | 0.038 | Ubiquitin carboxyl-terminal hydrolase 24 | Protein binding | Ubiquitin-dependent protein catabolic process |
| Ssc.17370.1.A1_at | BX665583 | 2.186 | 0.266 | 0.014 | Adrenergic, alpha-1B-, receptor ( | Protein binding, receptor activity | Signaling pathway |
| Ssc.22210.2.S1_at | CF788693 | 2.176 | 0.298 | 0.040 | Unknown | ||
| Ssc.29565.1.A1_at | CO942018 | 2.168 | 0.308 | 0.025 | Unknown | ||
| Ssc.19407.1.A1_at | CF359796 | 2.157 | 0.016 | 0.015 | Unknown | ||
| Ssc.28265.1.A1_at | CN025977 | 2.143 | 0.376 | 0.035 | Unknown | ||
| Ssc.26179.1.S1_at | BX922022 | 2.123 | 0.101 | 0.005 | Midnolin ( | Protein binding | Transcription |
| Ssc.4848.1.S1_at | CF789770 | 2.123 | 0.182 | 0.031 | Calponin 3, acidic, transcript variant 1 | Cation binding, protein binding | Unknown |
| Ssc.20453.1.S1_at | BX675824 | 2.092 | 0.228 | 0.012 | Laminin receptor 1 | Receptor activity | Unknown |
| Ssc.14354.1.A1_at | BQ601965 | 2.079 | 0.093 | 0.047 | HHEX gene for hematopoietically expressed homeobox | Transcription factor | Cell differentiation, signaling pathway |
| Ssc.942.1.S1_at | CK465005 | 2.061 | 0.165 | 0.012 | Gap junction protein, alpha 1 ( | Protein binding | Cell adhesion, signaling pathway, immune response |
| Ssc.26933.1.S1_at | CN163387 | 2.036 | 0.000 | 0.007 | Interleukin 1 receptor accessory protein-like 1 ( | Receptor activity | Immune response |
| Ssc.30263.1.A1_at | CO989398 | 2.033 | 0.300 | 0.039 | Unknown | ||
| Ssc.16566.1.S1_at | BF078197 | 2.025 | 0.271 | 0.025 | Lactase phlorizinhydrolase | Cation binding | Cell metabolism |
| Ssc.9748.1.A1_at | BI398784 | −3.914 | 1.462 | 0.033 | Unknown | | |
| Ssc.30189.1.A1_at | CO987781 | −4.078 | 1.800 | 0.038 | Pig DNA sequence from clone CH242-94D11 on chromosome 7 | Unknown | Unknown |
| Ssc.8698.1.S1_at | CN163671 | −10.246 | 0.151 | 0.010 | Cadherin 11, type 2, OB-cadherin (osteoblast) | Cation binding, protein binding | Cell adhesion |
| Ssc.18866.1.A1_at | CF365015 | −10.551 | 1.242 | 0.003 | Unknown | ||
| Ssc.29259.1.A1_at | CO953119 | −14.935 | 2.417 | 0.048 | Zinc finger protein 567 | Transcription factor | Transcription |
1 Affymetrix ID identifies the probe based on Affymetrix accession number.
2 Fold change is the normalized average log2 ratio of infected/uninfected wild pigs (negative values denote dowregulation in infected animals).
3 SD is the standard deviation of the normalized average log2 ratio.
4 P-value determined from the average log2 ratio.
5 Description indicates a short description of the gene.
6 GO molecular function is the function of the gene according to GO entries.
7 GO biological process indicates the gene process according to GO entries.
Gene ontology enrichment analysis of genes differentially expressed in wild pigs naturally infected with
| Cation binding | 67 (2.4) | 5 (15.6)* |
| Protein binding | 14 (0.5) | 20 (62.5)* |
| Transcription factor | 10 (0.4) | 5 (15.6)* |
| Receptor activity | 10 (0.4) | 8 (25.0)* |
| Catabolic process | 108 (3.8) | 3 (9.4)* |
| Immune response | 23 (0.8) | 4 (12.5)* |
| Cell adhesion | 20 (0.7) | 8 (25.0)* |
| Signaling pathway | 13 (0.5) | 10 (31.2)* |
| Cell differentiation | 7 (0.2) | 3 (9.4)* |
Of the 20,201 S. scrofa genes analyzed in the microarray, 2,840 had GO assignments and were used for GO enrichment analysis.
Of the 61 genes that showed significant (P ≤ 0.05) ≥ 2 fold changes in expression in infected wild pigs, 32 had GO assignments and were used for GO enrichment analysis. For genes with multiple GO assignments, each category was included in the analysis. For each GO category of interest, entries in the array were compared with results of differentially expressed genes by χ2–test (*α < 0.01).
Figure 1Relative expression of immune response genes in naturally-infected and uninfected wild pigs. The expression of selected genes was quantified by real-time RT-PCR in samples of infected (N = 3) and uninfected control pigs (N = 3). Amplification efficiencies were normalized against porcine cyclophlilyn, beta-actin and GAPDH and infected to uninfected average ± S.D. mRNA ratios determined. In all cases, the mean of duplicate values was used and data from infected and uninfected animals were compared using the Student`s t-test (*P < 0.05).
Figure 2Detection of anti-MSP4 antibodies in experimentally infected and control pigs. Antibody titers were determined by ELISA, expressed as the average ± S.E. OD450nm (ODpig sera - ODPBS control) and compared between infected and control pigs by ANOVA test (P > 0.05). OD450nm values for each infected pig are also shown. Arrows show time of pig inoculation with infected and uninfected tick cells.
Figure 3Expression of immune response genes in experimentally-infected and uninfected domestic pigs. The expression of selected genes was quantified by real-time RT-PCR in samples of infected (N = 3) and uninfected control pigs (N = 3). Amplification efficiencies were normalized against porcine cyclophlilyn, beta-actin and GAPDH and shown in arbitrary units as average ± S.D. mRNA levels. In all cases, the mean of duplicate values was used and data from infected and uninfected animals were compared using the ANOVA t-test (*P < 0.05).
Figure 4Serum IL-8, IL-1 beta and TNF-alpha levels in experimentally infected pigs. Cytokine levels were determined by ELISA in the sera from infected and uninfected control pigs and infected to uninfected average ± S.D. ratios determined. Results were compared between infected and control pigs by Student’s t-test (*P ≤ 0.05).
Figure 5Effect ofinfection on host cells. A. phagocytophilum (Ap) infection causes cytoskeleton rearrangement required for infection, but in pigs it may also promote phagocytosis and autophagy for effective pathogen clearance. Ap delays the apoptotic death of neutrophils to increase infection, but different and complementary mechanisms may operate in human and pig cells. Pathogen infection stimulates innate immune and pro-inflammatory responses in both humans and pigs. IL-8 is likely secreted by infected neutrophils but monocytes, rather than neutrophils, are probably responsible for proinflammatory IL-1 beta and TNF-alpha cytokine production. The expression of genes involved in adaptive immunity was not impaired in pigs. ROS production is inhibited by pathogen infection of human neutrophils but although this mechanism was not found in pigs, upregulation of TGF-beta in infected pigs may inhibits NO production by suppressing STAT1 activation and accelerating iNOS protein degradation. The effect on lipid metabolism required for pathogen infection of human neutrophils was not found in pigs. Data for human neutrophils was obtained from the recent review by Severo et al. [43]