| Literature DB >> 21143895 |
Kirstine Klitgaard1, Carsten Friis, Oystein Angen, Mette Boye.
Abstract
BACKGROUND: Comparative analysis of gene expression among serotypes within a species can provide valuable information on important differences between related genomes. For the pig lung pathogen Actinobacillus pleuropneumoniae, 15 serotypes with a considerable variation in virulence potential and immunogenicity have been identified. This serotypic diversity can only partly be explained by amount of capsule and differences in the RTX toxin genes in their genomes. Iron acquisition in vivo is an important bacterial function and in pathogenic bacteria, iron-limitation is often a signal for the induction of virulence genes. We used a pan-genomic microarray to study the transcriptional response to iron restriction in vitro in six serotypes of A. pleuropneumoniae (1, 2, 3, 5b, 6, and 7), representing at least two levels of virulence.Entities:
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Year: 2010 PMID: 21143895 PMCID: PMC3091793 DOI: 10.1186/1471-2164-11-698
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
Figure 1qPCR validation of microarray results. Mean log2 ratios of qPCR results, based on all the included serotypes, are plotted against the mean log2 ratios of the microarray analysis. Included are twelve up-regulated and six down-regulated genes representing a range of log2 ratio values. The numbers on the graph refer to genes listed in Table 4.
Genes up-regulated in A. pleuropneumoniae under iron limitation
| Locus tag* | Gene | Gene function | COGs** | Ratio |
|---|---|---|---|---|
| APL_2002 | - | hypothetical protein | P | 0.75 |
| APL_1974 | diaminobutyrate-2-oxoglutarate aminotransferase | E | 0.20 | |
| APL_1957+ | - | Lipoprotein_5 domain containing protein | S | 3.36 |
| APL_1956+ | - | Putative N-methylhydantoinase B/acetone carboxylase, alpha subunit | S | 2.74 |
| APL_1955+ | Probable hemoglobin-haptoglobin-binding protein 2 precursor | P | 1.63 | |
| APL_1954+ | Hemoglobin-haptoglobin utilization protein B precusor | P | 1.70 | |
| APL_1953+ | Hemoglobin-haptoglobin-binding protein A precursor | P | 1.03 | |
| APL_1849+ | L-lactate dehydrogenase [cytochrome] | C | 2.04 | |
| APL_1806 | - | hypothetical protein | S | 0.98 |
| APL_1571+ | Periplasmic protein | M | 1.46 | |
| APL_1570+ | Biopolymer transport protein | U | 2.35 | |
| APL_1569+ | Biopolymer transport protein | U | 1.77 | |
| APL_1568+ | Transferrin-binding protein 2 precursor | P | 0.92 | |
| APL_1567+ | Transferrin-binding protein 1; tonB dependent receptor | P | 1.24 | |
| APL_1566 | - | Hypothetical protein | S | 1.40 |
| APL_1565 | - | Putative gluconolactonase (Glucose secondary pathway) | G | 1.42 |
| APL_1564+ | Sugar (Pentulose and hexulose) kinase | G | 1.20 | |
| APL_1523+ | Probable oxygen-independent coproporphyrinogen III oxidase | H | 0.62 | |
| APL_1522 | - | Predicted nucleoside-diphosphate-sugarepimerase | MG | 0.88 |
| APL_1350+ | Tellurite resistance protein | P | 0.73 | |
| APL_1299+ | Iron-regulated OM protein; tonB dependent receptor | P | 1.19 | |
| APL_1271+ | NADH dehydrogenase (part of oxidative phosphorylation pathway) | C | 0.37 | |
| APL_1265 | Copper-transporting P-type ATPase | P | 1.46 | |
| APL_1264 | - | Cation transport ATPase | P | 1.81 |
| APL_1263 | - | Predicted metal-binding protein | R | 1.60 |
| APL_1048+ | Putative heme utilization protein | P | 2.41 | |
| APL_1047+ | Probable haemoglobin-and-haptoglobin binding protein 4 | P | 1.81 | |
| APL_1046 | Lysine exporter protein | E | 1.84 | |
| APL_1045+ | Predicted permease | R | 0.66 | |
| APL_0762 | - | SAM-dependent methyltransferase | Q | 0.29 |
| APL_0716 | - | Iron(III) ABC transporter, permease protein | P | 0.40 |
| APL_0715 | - | Iron(III) transport system permease protein | P | 0.43 |
| APL_0714+ | ABC-type enterochelin transport system, periplasmic component | P | 0.36 | |
| APL_0669+ | Putative iron dependent peroxidase | P | 0.75 | |
| APL_0668+ | - | Predicted periplasmic lipoprotein involved in iron transport | P | 0.66 |
| APL_0656+ | Fumarate/nitrate reduction transcriptional regulator | T | 0.52 | |
| APL_0585 | - | AcrR protein, putative HTH-type transcriptional regulator | K | 0.29 |
| APL_0565 | Hypothetical ABC transporter ATP-binding protein | P | 0.67 | |
| APL_0271+ | Iron (chelated) transporter, ATP-binding protein | P | 0.76 | |
| APL_0149 | Fe/S biogenesis protein | O | 0.62 | |
| APL_0129 | RNase HII; binds manganese; endonuclease which specifically degrades the RNA of RNA-DNA hybrids (DNA synthesis pathway) | L | 0.50 | |
| APL_0128+ | Putative iron transport system membrane protein | P | 0.45 | |
| APL_0127+ | Iron (chelated) transport system membrane protein | P | 0.42 | |
| APL_0076+ | Protein tonB | M | 0.41 | |
| (APL_0073 | Conserved monothiol glutaredoxin-like protein | O | 0.47 |
* Organized according to Locus tag numbers of A. pleuropneumoniae serotype 5 in GenBank.
** Clusters of Orthologous Groups.
+ Genes in common with A. pleuropneumoniae serotype 1 [26].
# Genes significantly differentially expressed among serotypes.
Genes down-regulated in A. pleuropneumoniae under iron limitation
| Locus tag | Gene | Gene function | COG** | Ratio |
|---|---|---|---|---|
| APL_1757+ | fumarate hydratase | C | -0.83 | |
| APL_1675 | anaerobic dimethyl sulfoxide reductase chain B | C | -2.00 | |
| APL_1674+ | Anaerobic dimethyl sulfoxide reductase chain A precursor | C | -2.07 | |
| APL_1572 | - | Predicted membrane protein | S | -0.67 |
| APL_1546 | hydroxylamine reductase, catalyzes the reduction of hydroxylamine to ammonia and water (Fe-S cluster containing protein) | C | -1.28 | |
| APL_1529+ | Fumarate reductase flavoprotein subunit | C | -0.90 | |
| APL_1528+ | Fumarate reductase iron-sulfur subunit | C | -0.90 | |
| APL_1527+ | Fumarate reductase subunit C | C | -1.39 | |
| APL_1526 | Fumarate reductase subunit D | C | -1.37 | |
| APL_1496 | Predicted esterase | R | -0.24 | |
| APL_1432 | - | Putative NAD(P)H oxidoreductase | R | -0.66 |
| APL_1431+ | Ferredoxin-type protein | C | -1.23 | |
| APL_1430 | putative periplasmic nitrate reductase protein | P | -1.66 | |
| APL_1429 | Periplasmic nitrate reductase | C | -1.14 | |
| APL_1428 | Quinol dehydrogenase periplasmic component | C | -1.39 | |
| APL_1427 | Quinol dehydrogenase membrane component | C | -1.14 | |
| APL_1426 | Nitrate reductase cytochrome c-type subunit | C | -1.60 | |
| APL_1422 | Nitrate/TMAO reductase | C | -1.42 | |
| APL_1379 | Cytochrome c peroxidase | P | -1.95 | |
| APL_1367+ | Cytochrome c-type biogenesis protein | O | -0.54 | |
| APL_1337 | Hydrogenase maturation factor | O | -0.68 | |
| APL_1336 | Hydrogenase 2-specific chaperone | S | -1.00 | |
| APL_1335 | Ni, Fe-hydrogenase maturation factor | C | -0.99 | |
| APL_1334 | Ni, Fe-hydrogenase I large subunit | C | -1.06 | |
| APL_1333 | Putative cytochrome b subunit of the hydrogenase 2 | C | -1.17 | |
| APL_1332 | Fe-S-cluster-containing hydrogenase components 1 | C | -1.95 | |
| APL_1331+ | Ni, Fe-hydrogenase I small subunit | C | -2,51 | |
| APL_1328 | Hydrogenase maturation factor | O | -1.90 | |
| APL_1327 | Hydrogenase nickel incorporation protein | OK | -2.1 | |
| APL_1316+ | Anaerobic C4-dicarboxylate membrane transporter | R | -0.78 | |
| APL_1253 | - | Di- and tricarboxylate transporter | P | -0.83 |
| APL_1216 | S-ribosylhomocysteine lyase | T | -0.39 | |
| APL_1213 | - | Predicted phosphatase/phosphohexomutase | R | -1.21 |
| APL_1237 | - | Possible integral membrane sulfate transporter | P | -0.64 |
| APL_1162 | - | Predicted iron-dependent peroxidase | P | -0.41 |
| APL_1156 | Di-and tricarboxylate transporter | P | -1.20 | |
| APL_1129 | Soluble cytochrome b562 | C | -0.48 | |
| APL_1124+ | 6-phosphofructokinase | G | -0.37 | |
| APL_1086+ | OM protein ompW precursor | M | -1.53 | |
| APL_1036+ | Formate acetyltransferase | C | -0.38 | |
| APL_1011+ | Alcohol dehydrogenase, class IV/NAD-dependent aldehyde dehydrogenases | C | -1.24 | |
| APL_0966 | - | Putative transport protein | R | -0.71 |
| APL_0895 | Formate dehydrogenase, gamma subunit | C | -1.15 | |
| APL_0894+ | Formate dehydrogenase, iron-sulfur subunit | C | -1.17 | |
| APL_0893+ | Formate dehydrogenase, nitrate-inducible, major subunit | C | -1.01 | |
| APL_0892 | Formate dehydrogenase, nitrate-inducible, major subunit | C | -1.18 | |
| APL_0857 | L-serine dehydratase (gluconeogenesis) | E | -1.00 | |
| APL_0856 | serine transporter | E | -1.58 | |
| APL_0780 | Putative effector of murein hydrolase LrgA | R | -1.11 | |
| APL_0779 | - | Putative effector of murein hydrolase | M | -0.90 |
| APL_0723 | Queuine tRNA-ribosyltransferase | J | -0.15 | |
| APL_0689+ | Cytochrome c-type protein | C | -2.30 | |
| APL_0688+ | Trimethylamine-N-oxide reductase precursor | C | -1.61 | |
| APL_0607+ | nfnB | Putative NAD(P)H nitroreductase | C | -0.54 |
| APL_0446+ | ykgE | Putative dehydrogenase subunit, Fe-S oxidoreductase | C | -2.63 |
| APL_0445+ | ykgF | Iron-sulfur electron transport protein | C | -1.79 |
| APL_0444+ | engA | Putative GTP binding protein | S | -1.10 |
| APL_0416 | - | N-acetyl-D-glucosamine kinase | KG | -0.36 |
| APL_0155+ | Na+-translocating NADH-ubiquinone oxidoreductase subunit F | C | -0.37 | |
| APL_0154+ | Na+-transporting NADH-ubiquinone oxidoreductase subunit E | C | -0.35 | |
| APL_0153+ | Na+-translocating NADH-ubiquinone oxidoreductase subunit D | C | -0.47 | |
| APL_0152+ | Na+-translocating NADH-ubiquinone oxidoreductase subunit C | C | -0.33 | |
| APL_0151+ | Na+-translocating NADH-ubiquinone oxidoreductase subunit B | C | -0.40 | |
| APL_0150+ | Na+-translocating NADH-ubiquinone oxidoreductase subunit A | C | -0.46 | |
| APL_0103 | Nitrate reductase, transmembrane protein | P | -1.51 | |
| APL_0101+ | Cytochrome c nitrite reductase pentaheme subunit | C | -2.17 | |
| APL_0100+ | Nitrate reductase, cytochrome c552, catalyzes the formate-dependent reduction of nitrite to ammonia; | P | -2.34 |
* Organized according to Locus tag numbers of A. pleuropneumoniae serotype 5 in GenBank.
** Clusters of Orthologous Groups.
+ Genes in common with A. pleuropneumoniae serotype 1 [26].
# Genes significantly differentially expressed among serotypes.
Figure 2Genome BLAST atlases of . A. pleuropneumoniae 3 str. JL03 is the reference genome and is compared to the remaining five serotypes, including controls (K) (rings 1 to 6 from center) and iron depleted cultures (JH) (rings 8 to 13 from center). The p values of the expression differences between control and iron depleted cultures are included (ring 7 from centre). The positions of the ORFs displaying significant up-regulation under iron restriction are marked.
Figure 3Distribution of significantly regulated genes classified according to the Clusters of Orthologous groups (COGs). Dark blue bars: up-regulated genes, light blue bars: down-regulated genes. J: translation, ribosomal structure and biogenesis, K: transcription, L: DNA replication, recombination, and repair, O: posttranslational modification, protein turnover, chaperones, M: cell envelope biogenesis, outer membrane, P: inorganic ion transport and metabolism, T: signal transduction mechanisms, C: energy production and conversion, G: carbohydrate transport and metaholism, E: amino acid transport and metabolism, Q: secondary metabolites biosynthesis, transport, and catabolism, U: intracellular trafficking, secretion, and vesicular transport, R: general function prediction, only, S: function unknown.
Figure 4Variable region of ORF APL_1953 illustrated in serotype 7. Red text: region with high GC concentration (57% in serotype 7). Underscored text: region missing in A. pleuropneumoniae serotypes 2, 5, and 6.
Figure 5Serotype specific transcriptional up-regulation in response to iron depletion. Individual mean log2 expression ratios for the three hpuB ORFs, APL_1953 to APL_1955 in the six included A. pleuropneumoniae serotypes: (A) obtained with microarray analysis, (B) obtained with qPCR analysis. Hinges represent the 95% confidence intervals. The asterisks indicate statistical significant up-regulation (P < 0.05) as determined by simple statistical randomization test in REST [71].
List of primers used for quantitative real-time PCR and sequencing
| Target gene | Forward primer | Reverse primer |
|---|---|---|
| CAAGCGAATGCAGCTGTTTA | CTGTGATGCCGTAGAGGACA | |
| GTACGGATGCGGTAATGCTT | GTACGGATGCGGTAATGCTT | |
| CTACGAACCGATTTGGGCTA | CCGCCGTATTGGATAATCAC | |
| CCGGAATTGCGACAAATAGT | CCGTTCATTGGGTTATTTGG | |
| CATTGCATTGCCATAACCAG | AAAAGCGCCTGAAAAGATCA | |
| AGGAATGACGTTGGTTTTGC | ATTGCAGGTAGGGCTGATTG | |
| CTATGAAGCCAGCGTGATGA | CCAAATAGAACCGCTTTCCA | |
| GCCTTGTACCGCATTAGGAA | CTCAGCCTAAGCCGAAAGAA | |
| TTTTACGTTGAGCGAACACG | ACGCCGTAATTTGTTCTTCG | |
| TACGCTCTCCGGTGTGTATG | GTTGCGGTAGAAGCACCTTT | |
| TCGCAAATGGGCTTTAATTC | CTTTCAGCCAACCGTCTTGT | |
| AACATCGTGTAAGCGCCTCT | GCCCTCATCATCGGTATCAC | |
| ACGAAATGTTCTCCGGTACG | GATAGCCGGTCGAAACGTAA | |
| GGTTCGGCAACCTTATTTGA | CGTTCTAACCCGCGTAATTC | |
| AATGCCCTTGATTACCATCG | GTAAACCGCATACGCTTGGT | |
| TTTACCGGGTATGCCGATTA | GTGTCCTTCATCGCCGTATT | |
| TAATACCGGCAAAGGCTGTC | ACTTTCGCAAACTCGCCTAA | |
| ACCCGTCGTGCTTGATACTT | GGCTTATACCAACCCGCATA | |
| CCGTAGCTAAAGGTGCTTCG | TTAGCTCCCATTGCTGCTTT | |
| TACTGTTCTGTCGGCTGTGG | GACTTACCGGATGGTCAGGA | |
| GTTTAAACGACCGGCAATGT | AACAAACCTGTTGCGGTTTC | |
| TCGGAGGAAAACTCGCTTTA | TAACCACCGGTCGGAAAATA |
All primers were designed by Primer3 http://frodo.wi.mit.edu/primer3/ and purchased at DNA Technology A/S, Risskov, Denmark. *Primers used for sequencing.
Relative expression results from REST analysis of qPCR data
| Gene | Type | Reaction Efficiency | Expression | Std. Error | P(H1)* | |
|---|---|---|---|---|---|---|
| Reference | 0.91 | 1.33 | ||||
| Reference | 0.99 | 1.00 | ||||
| Reference | 0.99 | 0.75 | ||||
| Sample | 1.00 | 13.94 | 4.26 - 35.88 | 0.000 | ||
| Sample | 0.99 | 6.82 | 2.45 - 20.84 | 0.000 | ||
| Sample | 0.98 | 5.09 | 1.49 - 16.29 | 0.000 | ||
| Sample | 1.00 | 6.68 | 2.44 - 20.64 | 0.000 | ||
| Sample | 0.85 | 2.26 | 0.92 - 5.30 | 0.001 | ||
| Sample | 1.00 | 3.76 | 1.87 - 7.70 | 0.000 | ||
| Sample | 1.00 | 6.98 | 2.79 - 17.86 | 0.000 | ||
| Sample | 0.95 | 1.78 | 0.70 - 5.14 | 0.017 | ||
| Sample | 0.90 | 7.82 | 2.62 - 18.50 | 0.000 | ||
| Sample | 0.94 | 12.60 | 3.56 - 34.29 | 0.000 | ||
| Sample | 1.00 | 1.65 | 0.75 - 3.66 | 0.012 | ||
| Sample | 0.98 | 15.32 | 1.69 - 90.73 | 0.000 | ||
| Sample | 0.94 | 0.18 | 0.07 - 0.58 | 0.000 | ||
| Sample | 0.93 | 0.36 | 0.18 - 0.74 | 0.000 | ||
| Sample | 0.89 | 0.12 | 0.04 - 0.45 | 0.000 | ||
| Sample | 1.00 | 0.05 | 0.02 - 0.21 | 0.000 | ||
| Sample | 1.00 | 0.30 | 0.07 - 1.37 | 0.004 | ||
| Sample | 0.93 | 0.09 | 0.03 - 0.37 | 0.000 |
*The hypothesis test represents the probability of the alternative hypothesis that the difference between the sample and control groups is due only to chance. Results are based on 6000 randomizations.