| Literature DB >> 20003402 |
Alejandro Hernández-Morales1, Susana De la Torre-Zavala, Enrique Ibarra-Laclette, José Luis Hernández-Flores, Alba Estela Jofre-Garfias, Agustino Martínez-Antonio, Ariel Alvarez-Morales.
Abstract
BACKGROUND: Pseudomonas syringae pv. phaseolicola is a Gram-negative plant-pathogenic bacterium that causes "halo blight" disease of beans (Phaseolus vulgaris L.). This disease affects both foliage and pods, and is a major problem in temperate areas of the world. Although several bacterial genes have been determined as participants in pathogenesis, the overall process still remains poorly understood, mainly because the identity and function of many of the genes are largely unknown. In this work, a genomic library of P. syringae pv. phaseolicola NPS3121 was constructed and PCR amplification of individual fragments was carried out in order to print a DNA microarray. This microarray was used to identify genes that are differentially expressed when bean leaf extracts, pod extracts or apoplastic fluid were added to the growth medium.Entities:
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Year: 2009 PMID: 20003402 PMCID: PMC2803797 DOI: 10.1186/1471-2180-9-257
Source DB: PubMed Journal: BMC Microbiol ISSN: 1471-2180 Impact factor: 3.605
Figure 1Effects of plant extracts on cultures grown in M9 minimal media. Growth of P. syringae pv. phaseolicola NPS3121 in M9 minimal medium supplemented with bean leaf extract, apoplastic fluid and bean pod extract. At mid log phase (OD600 nm 0.6) the cultures were supplemented with 2% of plant extracts. Culture density was measured by spectrophotometry after induction during 6 hours. The bean extracts increased bacterial growth rate on supplemented media in comparison to non supplemented media.
Figure 2Overview of the microarray strategy. A library of chromosomal DNA fragments of P. syringae pv. phaseolicola NPS3121 (Psp NPS3121) was constructed in the pUC19 vector and introduced into the E. coli Top10 strain. 30% (2880 clones) of the genomic library was sequenced, aligned and annotated against the complete genome of P. syringae pv. phaseolicola 1448A. This strategy allowed selection of 1911 clones that provided approximately 1× coverage of the genome. The fragments of 1911 clones were amplified by PCR reaction, and the products were printed on a microarray slide. This microarray was used to identify genes that are differentially expressed when bean leaf or pod extracts and apoplastic fluid were added to the growth medium.
Induced genes with ≥ 2.0 fold change in expression level FDR (p-value ≤ 0.05)
| Fold change extract/control | ||||
|---|---|---|---|---|
| Gene/ORF | Gene product | L | A | P |
| pectin lyase | 3.0 | |||
| PSPPH_A0072 | Polygalacturonase | 2.0 | 1.8 | 1.9 |
| type III effector HopAK1 | 2.9 | |||
| type III effector HopAT1 | 2.5 | 1.6 | ||
| PSPPH_3107 | type II and III secretion system family protein | 3.7 | 2.6 | 1.8 |
| PSPPH_2990 | phytase domain protein | 3.2 | ||
| hypothetical protein | 2.3 | 2.3 | ||
| hypothetical protein (control) | 2.1 | 2.1 | ||
| hypothetical protein | 2.1 | 2.1 | ||
| L-arginine:lysine amidinotransferase, putative | 2.9 | 2.5 | ||
| conserved hypothetical protein | 2.7 | 2.1 | ||
| adenylylsulfate kinase | 2.7 | 3.2 | ||
| membrane protein, putative | 3.3 | 2.8 | ||
| hypothetical protein | 3.5 | 2.9 | ||
| pyruvate phosphate dikinase, PEP/pyruvate binding domain protein | 2.1 | 2.0 | ||
| pyruvate phosphate dikinase, PEP/pyruvate binding domain protein(control) | 2.6 | 2.3 | ||
| phosphoenolpyruvate carboxylase | 2.2 | |||
| acetate-CoA ligase | 3.0 | |||
| PSPPH_1186 | aldose 1-epimerase family protein | 2.8 | ||
| PSPPH_1256 | transketolase, N-terminal subunit, putative | 6.0 | ||
| PSPPH_2070 | nitrate reductase | 2.2 | ||
| PSPPH_3291 | oxidoreductase, molybdopterin-binding | 2.0 | ||
| histidine ammonia-lyase | 2.0 | 1.5 | ||
| NADH-quinone oxidoreductase, E subunit | 5.0 | |||
| NADH-quinone oxidoreductase, F subunit | 2.4 | |||
| NADH-quinone oxidoreductase, G subunit | 6.6 | 2.4 | ||
| NADH-quinone oxidoreductase, H subunit | 4.3 | 1.7 | ||
| PSPPH_2973 | monooxygenase, NtaA/SnaA/SoxA family | 2.3 | ||
| PSPPH_2357 | xylose operon regulatory protein | 2.1 | 1.8 | |
| PSPPH_0756 | glycosyl hydrolase, family 3 | 2.1 | ||
| clpB protein | 2.2 | 1.5 | ||
| chaperonin, 60 kDa | 4.3 | |||
| dnaK protein | 2.8 | |||
| heat shock protein HslVU, ATPase subunit HslU | 2.1 | |||
| Bacterioferritin | 3.1 | 1.8 | ||
| PSPPH_3261 | conserved hypothetical protein | 4.4 | ||
| PSPPH_3262 | conserved hypothetical protein | 4.4 | ||
| PSPPH_1192 | conserved hypothetical protein | 2.8 | ||
| PSPPH_2708 | conserved hypothetical protein | 2.5 | ||
| PSPPH_1613 | conserved hypothetical protein | 2.3 | ||
| PSPPH_1422 | conserved hypothetical protein | 2.2 | ||
| PSPPH_4323 | conserved hypothetical protein | 2.0 | ||
| PSPPH_3212 | conserved hypothetical protein | 4.9 | 2.3 | |
| PSPPH_3852 | conserved hypothetical protein | 2.5 | 1.6 | |
| PSPPH_3020 | conserved hypothetical protein | 2.1 | ||
| PSPPH_1470 | conserved hypothetical protein | 2.2 | 1.9 | |
| PSPPH_0804 | methyl-accepting chemotaxis protein | 3.2 | ||
| PSPPH_2971 | methyl-accepting chemotaxis transducer/sensory box protein | 2.2 | ||
| PSPPH_2994 | transcriptional regulator, AraC family | 2.3 | ||
| PSPPH_1595 | transcriptional regulator, GntR family | 2.1 | ||
| penicillin-binding protein 1C | 2.3 | |||
| PSPPH_2053 | membrane protein, putative | 2.2 | ||
| PSPPH_3868 | ompA family protein | 2.6 | 2.1 | |
| PSPPH_3993 | acetyltransferase, GNAT family | 3.0 | ||
| PSPPH_0740 | Ribosomal large subunit pseudouridine synthase D(Pseudouridine synthase) (Uracil hydrolyase) | 2.6 | 1.6 | |
| PSPPH_2812 | PAP2 superfamily protein | 2.3 | 2.1 | |
| PSPPH_0920 | S-type pyocin family protein | 2.3 | ||
| fatty oxidation complex, alpha subunit FadB | 2.3 | |||
| siderophore biosynthesis protein | 2.0 | |||
| PSPPH_2652 | ABC transporter, ATP-binding protein | 8.7 | ||
| PSPPH_2653 | lipopolysaccharide core biosynthesis domain protein | 10.5 | ||
| PSPPH_2654 | lipoprotein, putative | 6.4 | ||
The table comprises all the genes that shown ≥ 2.0 fold change in expression level. L Bean leaf extract, A apoplastic fluid and P Bean pod extract. ORF nomenclature corresponding to 1448A reference sequenced strain. For a complete list of all statistically induced genes please consult Additional File 1.
Repressed genes with ≤ 0.5 fold change in expression level FDR (p-value ≤ 0.05)
| Fold change extract/control | ||||
|---|---|---|---|---|
| Gene | Gene product | L | A | P |
| RNA polymerase sigma-70 factor, ECF subfamily | 0.01 | 0.09 | ||
| outer membrane ferripyoverdine receptor | 0.47 | |||
| PSPPH_4765 | RNA polymerase sigma-70 family protein | 0.26 | 0.55 | |
| PSPPH_1911 | pyoverdine chromophore precursor synthetase | 0.04 | 0.14 | |
| PSPPH_1912 | diaminobutyrate--2-oxoglutarate transaminase | 0.26 | 0.53 | |
| PSPPH_1923 | pyoverdine sidechain peptide synthetase I, epsilon-Lys module | 0.03 | 0.25 | |
| PSPPH_1924 | pyoverdine sidechain peptide synthetase II, D-Asp-L-Thr component | 0.03 | 0.09 | |
| PSPPH_1925 | pyoverdine sidechain peptide synthetase III, L-Thr-L-Ser component | 0.02 | 0.10 | |
| PSPPH_1926 | pyoverdine sidechain peptide synthetase IV, D-Asp-L-Ser component | 0.08 | 0.27 | |
| PSPPH_1929 | pyoverdine ABC transporter, ATP-binding/permease protein | 0.26 | 0.40 | |
| PSPPH_1930 | conserved hypothetical protein | 0.11 | ||
| PSPPH_1933 | Tat (twin-arginine translocation) pathway signal sequence domain protein | 0.05 | 0.28 | |
| PSPPH_1934 | outer membrane efflux lipoprotein, NodT family | 0.14 | ||
| PSPPH_2751 | achromobactin biosynthetic protein AcsD | 0.26 | ||
| isochorismate synthase | 0.18 | 0.25 | ||
| PSPPH_2895 | ABC transporter, ATP-binding/permease protein | 0.07 | ||
| PSPPH_2896 | ABC transporter, ATP-binding/permease protein | 0.14 | 0.18 | |
| PSPPH_2897 | yersiniabactin non-ribosomal peptide synthetase | 0.15 | 0.13 | |
| TonB system transport protein ExbD1 | 0.16 | 0.30 | ||
| PSPPH_3266 | TonB-dependent siderophore receptor, putative | 0.48 | ||
| PSPPH_2117 | FecR protein superfamily | 0.15 | 0.41 | 0.61 |
| PSPPH_5185 | iron compound ABC transporter, iron compound-binding protein | 0.13 | 0.19 | |
| PSPPH_2957 | Mn2+/Fe2+ transporter, NRAMP family | 0.20 | 0.08 | 0.07 |
| PSPPH_3288 | Predicted periplasmic lipoprotein involved in iron transport | 0.17 | ||
| PSPPH_4882 | conserved hypothetical protein | 0.11 | 0.06 | 0.05 |
| PSPPH_2116 | conserved hypothetical protein | 0.12 | 0.32 | 0.65 |
| PSPPH_1082 | conserved hypothetical protein | 0.14 | 0.28 | 0.63 |
| PSPPH_5155 | conserved hypothetical protein | 0.37 | 0.20 | 0.31 |
| PSPPH_1173 | conserved hypothetical protein | 0.46 | 0.66 | |
| PSPPH_1243 | conserved hypothetical protein | 0.18 | ||
| PSPPH_2103 | conserved hypothetical protein | 0.20 | ||
| PSPPH_5180 | conserved hypothetical protein | 0.50 | ||
| PSPPH_2486 | acetyltransferase, GNAT family | 0.37 | 0.45 | 0.58 |
| PSPPH_2918 | membrane protein, putative | 0.37 | 0.13 | 0.12 |
| PSPPH_2919 | carbonic anhydrase, putative | 0.27 | 0.18 | 0.19 |
| hydroperoxide resistance protein OsmC | 0.22 | 0.45 | 0.63 | |
| PSPPH_4984 | prophage PSPPH06, site-specific recombinase, phage integrase family | 0.11 | 0.25 | 0.62 |
| PSPPH_2219 | transcriptional regulator, AsnC family | 0.09 | 0.15 | 0.59 |
| PSPPH_3916 | membrane protein, putative | 0.07 | 0.01 | 0.02 |
| PSPPH_2216 | zinc carboxypeptidase domain protein | 0.04 | 0.20 | 0.54 |
| PSPPH_2747 | transcriptional regulator, Cro/CI family | 0.49 | 0.59 | |
| PSPPH_B0005 | transcriptional regulator, Cro/CI family | 0.46 | 0.45 | |
| PSPPH_3928 | ABC transporter, binding protein | 0.34 | 0.63 | |
| PSPPH_0189 | ATP-dependent DNA helicase RecG | 0.34 | 0.42 | |
| PSPPH_4962 | prophage PSPPH06, C4-type zinc finger protein, DksA/TraR family | 0.24 | 0.16 | |
| PSPPH_0194 | ActC family protein | 0.24 | 0.56 | |
| PSPPH_2746 | dipeptide ABC transporter, ATP binding protein | 0.14 | 0.33 | |
| PSPPH_0970 | O-methyltransferase I | 0.12 | 0.24 | |
| PSPPH_0592 | high-affinity branched-chain amino acid ABC transporter, permease protein BraE | 0.08 | 0.30 | |
| 2-dehydro-3-deoxyphosphogluconate aldolase/4-hydroxy-2-oxoglutarate aldolase | 0.43 | |||
| PSPPH_4761 | glutathione S-transferase family protein | 0.43 | ||
| PSPPH_1737 | transcriptional regulator, LysR family | 0.42 | ||
| PSPPH_4723 | molybdate transport regulator ModE, putative | 0.41 | ||
| PSPPH_3100 | isocitrate dehydrogenase, NADP-dependent | 0.40 | ||
| PSPPH_3284 | beta-lactamase | 0.34 | ||
| PSPPH_1244 | transcriptional regulator, AsnC family | 0.30 | ||
| PSPPH_3265 | acetyltransferase, GNAT family | 0.27 | ||
| type IV pilus biogenesis protein PilO | 0.16 | |||
| PSPPH_5152 | pyridoxal kinase | 0.43 | ||
The table includes genes that shown ≤ 0.5 fold change in expression level. L Bean leaf extract, A apoplastic fluid and P Bean pod extract. ORF nomenclature corresponding to 1448A reference sequenced strain. For a complete list of all statistically repressed genes please consult Additional File 1.
Figure 3Clustering of genes with distinct patterns of differential expression. Differentially expressed genes with ≥ 2 or ≤ 0.5 fold change were grouped manually according to the function of their gene products, and then clustered using the complete linkage cluster algorithm. This analysis grouped genes with similar putative or known function. Red and green squares represent induced and repressed genes respectively. Intensity of color is related to magnitude of differential expression. Roman numerals represent clusters of genes mentioned in discussion of results. The complete list of the differentially expressed genes and their fold changes can be found in Additional file 1.
Figure 4Comparative analyses of the tested conditions. Comparison of differentially expressed genes in P. syringae pv. phaseolicola NPS3121 under the effect of bean leaf or pod extract and apoplast fluid. The genes with ± 2.0 fold change were distributed as shown in Venn diagram (Tables 1 and 2). This analysis showed that bean leaf extract and apoplastic fluid had similar effects on gene transcription, 61 differentially expressed genes are being shared between both conditions.
Figure 5Functional analysis of the results of microarray profiles. Red and green letters represent induced and repressed genes respectively. Gray words represent genes constitutively expressed under our study conditions (name of genes or their identifiers are in parenthesis). We propose that induction of some genes is related to the presence of host components in the medium (leaf and apoplast). Similarly, repression of genes involved in iron acquisition, suggests that host extracts are a non-limiting source of this element. The figure also shows results of RT-PCR validation; control culture without extract (A, at the left) and test culture with bean leaf extract (B, to the right). Nine up-regulated genes were selected for RT-PCR analysis. The independent determination of transcript levels using RT-PCR analysis was congruent with the microarray data. Additionally we included genes involved in protection against oxidative stress such as catalase A (katA), and genes involved in TTSS (hrpJ, HopAB1, avrB2), which in the case of the latter are also included as controls in the microarrays and the fur gene.