Abstract
The species Enterococcus faecalis is able to catabolise the amino acid tyrosine into the biogenic amine tyramine by the tyrosine decarboxilase (TDC) pathway Ladero et al. (2012) [1]. The TDC cluster comprises four genes: tyrS, an aminoacyl-tRNA synthetase-like gene; tdcA, which encodes the tyrosine decarboxylase; tyrP, a tyrosine/tyramine exchanger gene and nhaC-2, which encodes an Na+/H+ antiporter and whose role in the tyramine biosynthesis remains unknown [2]. In E. faecalis V583 the last three genes are co-transcribed as a single polycistronic mRNA forming the catabolic operon, while tyrS is transcribed independently of the catabolic genes as a monocistronic mRNA [2]. The catabolic operon is transcriptionally induced by tyrosine and acidic pH. On the opposite, the tyrS expression is repressed by tyrosine concentrations [2]. In this work we report the transcriptional profiling of the TDC cluster deletion mutant (E. faecalis V583 ΔTDC) [2] compared to the wild-type strain, both grown in M17 medium supplemented with tyrosine. The transcriptional profile data of TDC cluster-regulated genes were deposited in the Gene Expression Omnibus (GEO) database under accession no. GSE77864.
Keywords: Enterococcus faecalis, Biogenic amines, Tyramine, Tyrosine decarboxylase cluster, Microarray
| Specifications | |
| Organism/cell line/tissue | E. faecalis V583 |
| Sex | N/A |
| Sequencer or array type | Oligo-based DNA microarray |
| Data format | Raw and normalized |
| Experimental factors | E. faecalis V583 ΔTDC (test) versus E. faecalis V583 (reference) |
| Experimental features | Microarray comparison was preformed to identify genes differentially expressed in E. faecalis V583 ΔTDC compared to E. faecalis V583 grown in M17 medium supplemented with 0.5% glucose (w/v) and 15 mM tyrosine. |
| Consent | N/A |
| Sample source location | Villaviciosa, Spain |
1. Direct link to deposited data
Microarray data are accessible in the link: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE77864
2. Experimental design, materials and methods
2.1. Design of E. faecalis V583 DNA microarrays
E. faecalis V583 DNA microarrays (Agilent Technologies, Santa Clara, CA) were designed using the Agilent eArray (v5.0) program according to the manufacturer's recommendations. Each microarray (8 × 15 K) was designed to contain spots of two different 60-mer oligonucleotide probes (in duplicate) specific for each of the 3182 coding DNA sequences (CDSs) representing the chromosomal genes of the E. faecalis V583 genome (GenBank accession no. AE016830) [3].
2.2. Bacterial strains and growth conditions
E. faecalis V583 is a human clinical isolate [4]. The non-tyramine-producing mutant E. faecalis V583 ΔTDC was previously constructed by double-crossover homologous recombination [2]. Both strains were grown in 30 ml of M17 culture medium (Oxoid, Basingstoke, United Kingdom) supplemented with 0.5% glucose (w/v) (GM17) and 15 mM tyrosine (Sigma-Aldrich, Barcelona, Spain) for 5 h at 37 °C without aeration. After a centrifugation at 16,000 × g for 1 min at 4 °C, the supernatants were discarded and cell pellets were frozen in liquid nitrogen and stored at − 80 °C.
2.3. RNA extraction
RNA isolation was performed as previously described [5] with minor modifications. Briefly, cell pellets were resuspended in 400 μl of TE buffer (10 mM Tris-HCl, 1 mM EDTA pH 8.0) and 50 μl of 10% SDS, 500 μl of phenol:chloroform:isoamyl alcohol (25:24:1) (Sigma-Aldrich), 500 mg of glass beads (75–150 μm) (Sigma-Aldrich), and 175 μl of Macaloid suspension (Bentone MA, Rheox Inc., Scotland, United Kingdom) were added. Cells were mechanically disrupted in a bead beater at 4 °C with two cycles of 60 s. During the shaking intervals the cells were kept on ice for 1 min. The samples were then centrifuged at 16,000 × g for 1 min at 4 °C. The upper phase was transferred to fresh tubes containing 500 μl chloroform: isoamyl alcohol (24:1) and centrifuged for 5 min at 4 °C. 500 μl of the upper phase were transferred to fresh tubes and total RNA was isolated with the High Pure RNA Isolation Kit (Roche Diagnostics GmbH, Mannheim, Germany) following the instructions provided by the manufacturer. The concentration and quality of the RNA was determined on a NanoDrop spectrophotometer (Thermo Scientific, Landsmeer, The Netherlands).
2.4. Synthesis of cDNA
Total cDNA was synthesized in 30 μl volume reaction from 20 μg of RNA using the SuperScript® III Reverse Transcriptase kit (Life Technologies, Bleiswijk, Netherlands) as previously described [5]. The mRNA of the reverse transcription mixture was denaturalized by adding 3 μl of 2.5 mM NaOH for 15 min at 37 °C and then it was neutralized by adding 15 μl of 2 M HEPES free acid. The cDNA was purified using the NucleoSpin Gel and PCR Clean-up kit (Macherey-Nager, Landsmeer, The Netherlands) following the manufacturer instructions. Briefly, 200 μl of NTC buffer were mixed with the unpurified cDNA, added to a column and centrifuged for 1 min at 11,000 × g. The column was washed first with 600 μl of buffer NT3 and then with 500 μl 80% ethanol. The residual ethanol was completely removed by centrifugation for 2 min at 11,000 × g. Elution of the cDNA was done by addition of 60 μl of 0.1 M sodium bicarbonate pH 9.0 to the column and incubation for 1 min at room temperature. Purified cDNA was collected by centrifugation for 1 min at 11,000 × g and was immediately labelled.
2.5. Labelling of cDNA
Twenty μg of the purified cDNA was labelled with DyLight 550 or DyLight 650 using the DyLight® Amine-Reactive Dyes kit (Thermo Scientific) as previously described [6]. Labelled cDNA was purified using NucleoSpin Gel and PCR Clean-up columns as described above, with the exception that cDNA was eluted with 50 μl of elution buffer NE of the NucleoSpin Gel and PCR Clean-up kit. Quality and quantity of cDNA and DyLight 550 and DyLight 650 labelling were checked on a NanoDrop spectrophotometer (Thermo Scientific, Landsmeer, The Netherlands).
2.6. Hybridization and washing
Three hundred ng of DyLight 550- and three hundred ng of DyLight 650-labelled cDNA were mixed and hybridized for 17 h at 60 °C in the E. faecalis V583 DNA microarray using the In situ Hybridization Kit Plus, the Hybridization Gasket Slide and the Agilent G2534 A Microarray Hybridization Chamber (Agilent Technologies). Slides were washed using the washing buffers indicated by the manufacturer.
2.7. Microarray data analysis
Slides were scanned using a GenePix 4200 A Microarray Scanner (Molecular Devices, Sunnyvale, CA). Slide images were analysed using GenePix Pro v.6.0 software. Background subtraction and LOWESS (locally weighted scatterplot smoothing) normalization were done using the standard routines provided by GENOME2D software available at http://genome2d.molgenrug.nl/index.php/analysis-pipeline. DNA microarray data were obtained from two independent biological replicates and one technical replicate (including a dye swap). Expression ratios were calculated from the comparison of four spots per gene per microarray (total of 20 measurements per gene). A gene was considered differentially expressed when a p value of at least < 0.05 was obtained and the expression fold-change was at least >|2 |. The microarray data were deposited in Gene Expression Omnibus (GEO) database under the Accession no. GSE77864.
3. Discussion
In the present work, we studied the effect of TDC cluster deletion on the transcriptomic profile of E. faecalis V583 grown in M17 supplemented with 0.5% glucose and 15 mM tyrosine. The expression of the deleted genes tyrS, tdcA and tyrP was reduced in the mutant strain. However, differences on the expression of tyrP gene between the ΔTDC mutant and V583 wild-type strain were not statistically significant, which suggests a low expression of tyrP on the wild-type strain. Unexpectedly, the nhaC-2 gene was overexpressed in the ΔTDC mutant strain. This result can be explained taking into account (i) how the mutant strain was constructed [2], that is keeping the 5 ‘end of the first gene of the cluster (tyrS) and the 3’ end of the last one, which is nhaC-2, and (ii) one of the two nhaC-2 gene probes designed for the array hybridizes with the 3′ remaining region of nhaC-2. Thus a polar effect would cause the nhaC-2 overexpression in the ΔTDC mutant.
Additionally, other 18 genes were downregulated and 7 upregulated in the ΔTDC mutant strain compared to the V583 wild-type strain. Most of them were involved in transport and metabolism of amino acids. These results agree with the reduced production of ABC transporters in E. faecalis when it is grown in culture media supplemented with tyrosine [7]. In addition, tyrosine seems to inhibit pathways involved in the biosynthesis of aromatic compounds in E. faecalis [7]. Accordingly, the aroE gene (EF1561) involved in the biosynthetic routes of aromatic amino acids, including tyrosine, was also downregulated in the ΔTDC mutant strain. Further investigations will be required to elucidate the role of TDC cluster in the functions of the other regulated genes.
Acknowledgements
This work was funded by the Spanish National Research Council (I-LINK 0380), the Spanish Ministry of Economy and Competitiveness (AGL2013-45431-R) and by the GRUPIN14-137 project, which is co-financed by the Plan for Science, Technology and Innovation of the Principality of Asturias 2014-2017 and the European Regional Development Funds.
References
- 1.Ladero V., Fernandez M., Calles-Enriquez M., Sanchez-Llana E., Canedo E., Martin M.C., Alvarez M.A. Is the production of the biogenic amines tyramine and putrescine a species-level trait in enterococci? Food Microbiol. 2012;30(1):132–138. doi: 10.1016/j.fm.2011.12.016. [DOI] [PubMed] [Google Scholar]
- 2.Perez M., Calles-Enriquez M., Nes I., Martin M.C., Fernandez M., Ladero V., Alvarez M.A. Tyramine biosynthesis is transcriptionally induced at low pH and improves the fitness of Enterococcus faecalis in acidic environments. Appl. Microbiol. Biotechnol. 2015;99(8):3547–3558. doi: 10.1007/s00253-014-6301-7. [DOI] [PubMed] [Google Scholar]
- 3.Paulsen I.T., Banerjei L., Myers G.S., Nelson K.E., Seshadri R., Read T.D., Fouts D.E., Eisen J.A., Gill S.R., Heidelberg J.F., Tettelin H., Dodson R.J., Umayam L., Brinkac L., Beanan M., Daugherty S., DeBoy R.T., Durkin S., Kolonay J., Madupu R., Nelson W., Vamathevan J., Tran B., Upton J., Hansen T., Shetty J., Khouri H., Utterback T., Radune D., Ketchum K.A., Dougherty B.A., Fraser C.M. Role of mobile DNA in the evolution of vancomycin-resistant Enterococcus faecalis. Science. 2003;299(5615):2071–2074. doi: 10.1126/science.1080613. [DOI] [PubMed] [Google Scholar]
- 4.Sahm D.F., Kissinger J., Gilmore M.S., Murray P.R., Mulder R., Solliday J., Clarke B. In vitro susceptibility studies of vancomycin-resistant Enterococcus faecalis. Antimicrob. Agents Chemother. 1989;33(9):1588–1591. doi: 10.1128/aac.33.9.1588. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.del Rio B., Linares D.M., Redruello B., Martin M.C., Fernandez M., de Jong A., Kuipers O.P., Ladero V., Alvarez M.A. Transcriptomic profile of aguR deletion mutant of Lactococcus lactis subsp. cremoris CECT 8666. Genomics Data. 2015;6:228–230. doi: 10.1016/j.gdata.2015.10.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.del Rio B., Redruello B., Martín M.C., Fernández M., de Jong A., Kuipers O.P., Ladero V., Alvarez M.A. Transcriptome profiling of Lactococcus lactis subsp. cremoris CECT 8666 in response to agmatine. Genomics Data. 2016;7:112–114. doi: 10.1016/j.gdata.2015.12.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Pessione E., Pessione A., Lamberti C., Coisson D.J., Riedel K., Mazzoli R., Bonetta S., Eberl L., Giunta C. First evidence of a membrane-bound, tyramine and beta-phenylethylamine producing, tyrosine decarboxylase in Enterococcus faecalis: a two-dimensional electrophoresis proteomic study. Proteomics. 2009;9(10):2695–2710. doi: 10.1002/pmic.200800780. [DOI] [PubMed] [Google Scholar]