| Literature DB >> 27004424 |
Kim Hermans1, Stefanie Roberfroid1, Inge M Thijs1, Gwendoline Kint1, David De Coster1, Kathleen Marchal1, Jos Vanderleyden1, Sigrid C J De Keersmaecker1,2, Hans P Steenackers3.
Abstract
BACKGROUND: Biofilm formation is an important survival strategy of Salmonella in all environments. By mutant screening, we showed a knock-out mutant of fabR, encoding a repressor of unsaturated fatty acid biosynthesis (UFA), to have impaired biofilm formation. In order to unravel how this regulator impinges on Salmonella biofilm formation, we aimed at elucidating the S. Typhimurium FabR regulon. Hereto, we applied a combinatorial high-throughput approach, combining ChIP-chip with transcriptomics.Entities:
Keywords: Biofilm; ChIP-chip; FabB; FabR; Salmonella; Unsaturated fatty acids
Mesh:
Substances:
Year: 2016 PMID: 27004424 PMCID: PMC4804515 DOI: 10.1186/s12864-016-2387-x
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
Bacterial strains and plasmids
| Name | Description | Reference |
|---|---|---|
| Strains | ||
|
| F− ϕ80Δ | Gibco BRL |
|
| F’ { | Invitrogen |
|
| Wildtype strain, | [ |
| CMPG5624 |
| This study |
| CMPG5825 |
| This study |
| Plasmids | ||
| c3390 | SpeI- | [ |
| pCP20 |
| [ |
| pCMPG5553 |
| This study |
| pCMPG5678 |
| This study |
| pCMPG10118 |
| This study |
| pCMPG10119 |
| This study |
| pFPV25 | Promoter-trap vector constructed by inserting an EcoRI-HindIII fragment containing a promoterless | [ |
| pKD3 | Plasmid used as template for construction of | [ |
| pKD46 | Lambda Red helper plasmid, ApR | [ |
Fig. 1Biofilm formation by an isogenic fabR mutant. The level of biofilm formation at the indicated temperatures is expressed as a percentage of wildtype SL1344 biofilm formation at the respective temperatures. The data are representative of three independent experiments (n = 3), with at least 4 replicates each. The error bars denote standard deviations between the independent experiments. For each temperature a one-sample t-test was performed to compare the mean biofilm formation of the mutant (expressed as a percentage of wildtype SL1344 biofilm formation) to 100 %. Significant changes (p-value <0.05) in the level of biofilm formation as compared to the wildtype at the same temperature are indicated with an asterix (*). SL1344: S. Typhimurium SL1344 wildtype strain; ∆fabR: S. Typhimurium SL1344 ∆fabR mutant (CMPG5624); ∆fabR-pFAJ1708-fabR trans complemented S. Typhimurium SL1344 ∆fabR mutant (pCMPG5678/CMPG5624)
Putative FabR targets identified using ChIP-chip
| Gene IDa | Namea | Possible FabR Targetb | Functiona | Functional Classb |
|---|---|---|---|---|
| STM1100 |
| IR | 4-Hydroxyphenylacetate catabolism | 1 |
| STM1101 |
| 4-Hydroxyphenylacetate catabolism | 1 | |
| STM1336 |
| P | 50S ribosomal protein L20 | 2 |
| STM1337 |
| Phenylalanyl-tRNA synthetase subunit alpha | 3 | |
| STM2378 |
| IR | 3-Oxoacyl-(acyl carrier protein) synthase I | 4 |
| STM2379 | STM2379 (>) | 5-Methylaminomethyl-2-thiouridine methyltransferase | 5 | |
| STM2401 |
| DR | Lipid A biosynthesis palmitoleoyl acyltransferase | 6 |
| STM2402 |
| Aminotransferase | 7 | |
| STM2415 |
| IR | Glutamyl-tRNA synthetase | 3 |
| STM2416 |
| tRNA | 3 | |
| STM2615 | STM2615 (<) | P STM2615 | tRNA | 3 |
| STM2616 | STM2616 (<) | Antirepressor-like protein | 8 | |
| STM2616 | STM2616 (<) | P STM2616 | Antirepressor-like protein | 8 |
| STM2617 | STM2617 (<) | Antiterminator-like protein | 8 | |
| STM2989 |
| P | tRNA | 3 |
| STM2990 |
| tRNA | 3 | |
| STM3049 |
| P | Putative hemolysin | 6 |
| STM3050 |
| Hypothetical protein | 5 | |
| STM3289 |
| IR | tRNA | 3 |
| STM3290.S |
| Argininosuccinate synthase | 7 | |
| STM4148 |
| P | Transcription antitermination protein | 8 |
| STM4149 |
| 50S ribosomal protein L11 | 2 | |
| STM4150 |
| P | 50S ribosomal protein L1 | 2 |
| STM4151 |
| 50S ribosomal protein L10 | 2 |
aSTM numbers, gene names, genomic orientation (< and > indicating minus and positive strand, respectively) and gene functions are taken from NCBI Refseq NC_003197 [86] and results are sorted according to their STM numbers
bThe mentioned genes belong to the following functional classes: (1) Carbon compound degradation, (2) Ribosomal protein synthesis and modification, (3) Aminoacyl tRNA metabolism, (4) Fatty acid metabolism, (5) Conserved hypothetical protein, (6) Membrane homeostasis, (7) Amino acid biosynthesis, (8) RNA synthesis, RNA modification and DNA transcription
bIR indicates that both genes are possible FabR targets since the FabR binding region was situated in the intergenic region between the two mentioned divergently transcribed genes and hence contains the (putative) promoters of both genes. P points at the (putative) promoter region of the mentioned gene since the intergenic region identified during the ChIP-chip analysis was situated between two genes transcribed in the same direction and hence only contains the (putative) promoter of this gene. DR indicates that probably none of the identified genes is a putative FabR target since both adjacent genes are convergently transcribed respective to the retained intergenic FabR binding region
Fig. 2ChIP-qPCR validation of the ChIP-chip data. The validation of the ChIP-chip results by ChIP-qPCR analysis was performed as elaborated in Materials & Methods with dnaG as endogenous control. Values represent enrichment ratios of ChIP over mock ChIP samples, generated under free-living TSB conditions, and are averages of triplicate ChIP-qPCRs. The enrichment ratios of ChIP over mock ChIP samples were calculated as RQ = 2-(∆Ct ChIP -∆Ct mock ChIP), in which ∆CtChIP is Ctgene test – Ct for the ChIP samples and ∆Ctmock ChIP is Ctgene test – Ct for the mock ChIP samples. The presented values are representative for two biological repeats and standard deviations of the three technical repeats are indicated
Fig. 3Alignment of the putative FabR binding site in the ChIP-qPCR verified in vivo FabR targets. a Alignment of the already known E. coli FabR targets [51] in S. Typhimurium SL1344; b Alignment of the ChIP-chip identified and ChIP-qPCR verified FabR targets in S. Typhimurium SL1344. All alignments were performed using MotifSampler [47]. Sequences upstream of the coding sequences of the indicated genes were taken from the complete genome sequence of S. Typhimurium SL1344. These input sequences comprised the full intergenic region, i.e. the region between the coding sequence of the FabR target gene and the upstream coding sequence, with hpaR and ddg indicating the hpaR/hpaG and ddg/yfdZ intergenic sequences, respectively. White letters with black background denote identical bases and black letters on a white background denote differing bases
Fig. 4Functional classification of the differentially expressed genes in the isogenic fabR deletion mutant as compared to the wildtype under free-living TSB conditions. The bars represent the percentage of genes belonging to each group that were altered for absolute expression > 1.3 fold with a p-value < 0.02. The functional classes defined by the Welcome Trust Sanger Institute were used for this classification and the numbers behind each class represent the number of genes in this class
Fig. 5Comparison between the microarray and qRT-PCR data. The expression of a number of genes was determined using qRT-PCR for the S. Typhimurium SL1344 wildtype and SL1344 ∆fabR mutant under free-living TSB conditions. The log2-transformed mean value of at least three qRT-PCR technical repeats (representative for each of the two assayed biological replicates) for each gene was plotted on the X-axis and compared to the respective log2-transformed microarray fold change (Y-axis). All depicted qRT-PCR tested genes had a p-value < 0.02 under their respective microarray conditions and their qRT-PCR primers are listed in Additional file 1: Table S2. The dotted lines represent arbitral boundaries (y = x + 1.2 and y = x – 1.2) between which the corresponding qRT-PCR and microarray results show good correspondence (i.e. not more than a 1.2 fold divergence on log2 scale) with y = x being the ideal situation
Top-35 upregulated genes under free-living TSB conditions in the ∆fabR mutant versus the wildtype
| Rankinga | IDb | Nameb | Functionb | Folda | Processb |
|---|---|---|---|---|---|
| 1 | STM2378 |
| 3-Oxoacyl-[acyl-carrier-protein] synthase I | 3.14 | Fatty acid metabolism |
| 6 | STM3982 |
| β-subunit of the fatty acid-oxidizing multi-enzyme complex | 2.26 | |
| 8 | STM3983 |
| α-subunit of the fatty acid-oxidizing multi-enzyme complex | 2.16 | |
| 19 | STM0309 |
| Acyl-CoA dehydrogenase | 1.71 | |
| 34 | STM0454 |
| Long-chain acyl-CoA thioesterase III | 1.49 | |
| 35 | STM1067 |
| D-3-hydroxydecanoyl-(acyl carrier-protein) | 1.48 | |
| 2 | STM3049 |
| Putative hemolysin | 2.73 | Membrane-related |
| 31 | STM1254 | Putative lipoprotein | 1.51 | ||
| 3 | STM4078 |
| Putative fructose 1-6-phosphate aldolase | 2.60 | AI-2 metabolism |
| 5 | STM4079 |
| Isomerase for processing of phospho-AI-2 | 2.49 | |
| 7 | STM4080 |
| Putative ribulose-5-phosphate 3-epimerase | 2.24 | |
| 10 | STM4077 |
| ABC transport protein, solute-binding component | 2.13 | |
| 12 | STM4071 | Hypothetical protein | 2.02 | ||
| 13 | STM4072 |
| Sugar kinase | 1.87 | |
| 17 | STM4076 |
| ABC transporter, membrane component | 1.75 | |
| 21 | STM4074 |
| ABC transporter ATP-binding protein | 1.66 | |
| 23 | STM4075 |
| ABC transporter permease protein | 1.64 | |
| 4 | STM4184 |
| Isocitrate lyase | 2.50 | Glyoxylate metabolism |
| 11 | STM4183 |
| Malate synthase A | 2.07 | |
| 14 | STM4185 |
| Isocitrate dehydrogenase kinase/phosphatase | 1.86 | |
| 9 | STM3195 |
| 3,4-Dihydroxy-2-butanone 4-phosphate synthase | 2.14 | Riboflavin metabolism |
| 15 | STM2935 |
| ATP sulphurylase (ATP:sulphate adenyltransferase) | 1.79 | Sulphur metabolism |
| 16 | STM3304 |
| 50S ribosomal subunit protein L21 | 1.78 | Ribosomal protein synthesis and modification |
| 22 | STM3303 |
| 50S ribosomal subunit protein L27 | 1.65 | |
| 26 | STM3209 |
| 30S ribosomal subunit protein S21 | 1.62 | |
| 27 | STM3345 |
| 50S ribosomal subunit protein L13 | 1.61 | |
| 30 | STM3429 |
| 50S ribosomal subunit protein L24 | 1.51 | |
| 18 | STM2970 |
| Putative serine transporter | 1.72 | Transport processes |
| 20 | STM1530 | Putative outer membrane protein (truncation) | 1.68 | ||
| 28 | STM2444 |
| Thiosulphate-binding protein precursor | 1.55 | |
| 32 | STM1473 |
| Outer membrane protein | 1.51 | |
| 33 | STM1452 |
| Putative proton/oligopeptide symporter | 1.49 | |
| 24 | STM0307 | Putative secreted protein | 1.64 | Pathogenicity | |
| 25 | STM0447 |
| Trigger factor | 1.63 | Protein folding |
| 29 | STM4459 |
| Aspartate carbamoyltransferase regulatory subunit | 1.52 | Pyrimidine metabolism |
aRank (#) depends on the fold change with 1 being the gene with the greatest fold induction and 35 the one with the 35th fold induction. Fold change represents the differential expression of the gene in the isogenic fabR deletion mutant (CMPG5624) according to the wildtype under free-living TSB conditions, as detected by t-test with multiple testing correction. b STM numbers, gene names and gene functions are taken from the fully annotated S. Typhimurium LT2 genome (NCBI Refseq NC_003197) [86] and adapted according to recent literature (e.g. functions of the lsr genes were taken from [36, 87]). Results are sorted according to the functional classes (process) they belong to and with descending fold change in each class
Fig. 6Effect on biofilm formation of individually overexpressing fabA, fabB and yqfA. The level of biofilm formation at the indicated temperatures is expressed as a percentage of wildtype SL1344 biofilm formation. The data are representative of three independent experiments (n = 3), with at least 4 replicates each. The error bars denote standard deviations between the independent experiments. For each temperature a one-sample t-test was performed to compare the mean biofilm formation of the different strains (expressed as a percentage of wildtype SL1344 biofilm formation) to the wildtype level of 100 %. Significant changes (p-value <0.05) in the level of biofilm formation as compared to the wild type at the same temperature are indicated with an asterix (*)SL1344: S. Typhimurium SL1344 wildtype strain; ∆fabR: S. Typhimurium SL1344 ∆fabR mutant (CMPG5624); SL1344/pFAJ1708-fabA: S. Typhimurium SL1344 overexpressing fabA (pCMPG10118/SL1344); SL1344/pFAJ1708-fabB: S. Typhimurium SL1344 overexpressing fabB (pCMPG10119/SL1344); SL1344/pFAJ1708-yqfA: S. Typhimurium SL1344 overexpressing yqfA (pCMP5553/SL1344)