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Introduction
Biofilms are three-dimensional associations of microorganisms that develop on different surfaces. The properties of these communities are distinct from those of free-swimming (planktonic) populations.Candida albicans colonizes several tissues such as vaginal and oral epithelia, developing a biofilm that, in immunocompromized patients, can disseminate into the bloodstream and cause fatal systemic infections. C. albicans also forms biofilms on inert surfaces such as catheters, dental prostheses and other indwelling devices. These communities are often resistant to drug therapy and act as a source of re-infections.
To get a better understanding of the mechanisms that are responsible for the establishment of biofilms by C. albicans and of the distinct characteristics of C. albicans biofilms, we have performed a broad analysis of biofilm-specific features by transcript profiling. Our work shows not only that expression of some cell attributes, e.g. aminoacid biosynthesis, change during biofilm growth, but also that the overall transcriptome moves to characteristic expression values. Together the data suggest transcriptome invariance in different environments as a salient property of C. albicans biofilm populations.
This page provides hybridization data obtained in the course of this study. Two types of studies were performed and involved distinct DNA-arrays:
1. A multiple comparison of the transcriptome of biofilms and planktonic cultures of a C. albicans wild-type stain (SC5314) obtained in very different situations. These experiments were performed using High Density Filters with probes for 2002 genes that are a random representation of the C. albicans gene set. Information on these DNA-arrays can be found here.
Download Table A1 with normalized data for differentially expressed genes
Go to all High Density Filter data
2. Pair comparisons of the transcriptome of biofilm and planktonic cultures of a wild-type C. albicans strain able to produce hyphae and form biofilms on plastic only and of a C. albicans efg1/efg1 cph1/cph1 strain impaired for the yeast-to-hypha transition and able to form biofilms on glass only. Hybridizations were performed using micro-arrays with probes for 5907 C.albicans genes. Information about these arrays can be found here.
Download Table A2 with normalized data for differentially expressed genes
These data are provided by Susana García-Sanchez, Sylvie Aubert, Ismaïl Iraqui, Guilhem Janbon, Jean-Marc Ghigo and Christophe d'Enfert. For additional information, please contact Christophe d'Enfert. This work was supported by Institut Pasteur (PTR n°50), the Ministère de la Recherche et de la Technologie (P.R.F.M.M.I.P. - Réseau Infections Fongiques) and the European Commission (Galar Fungail network)
Hybridization on Candida albicans high density filters
Details of the procedures
| Species | Candida albicans |
| Strain | SC5314 |
| Experimental populations | Biofilm and planktonic populations of C. albicans produced under different conditions (Garcia et al., submitted) |
| RNA obtention | by dropping of the cell samples into liquid N2 and trizol extraction, as described (Murad et al., 2001) |
| labeling | P33-labeling of cDNA, as described (Murad et al., 2001) |
| Targets | P33-labeled cDNA |
| Microchip features | ~2000-ORF spotted HDF, as described here (Murad et al., 2001) |
| Microchip manufacturer | Eurogentec SA |
| Hybridization method | As described (Murad et al., 2001) |
| Imaging | Phosphorimager ADDD |
| Data capture | Array Vision, as described (Murad et al., 2001) |
| Low quality analysis | GeneSpring v. 5.0 |
| Normalisation method | Per chip: Global method: dividing between the median as calculated by GeneSpring v 5.0 |
| Per gene: Dividing between the mean of the 9 tested populations | |
| High quality analysis | Detection of differentially expressed genes: Wilconson-Man-Withney test + Benjamini's correction on FDR (multiple test correction) |
| P<= 0.02 |
Data
| Experimental population* | Date of hybridization | HDF (Membrane) |
.gel file | .Ig2 file | .txt
file loaded in GeneSpring** |
| Download all .gel files | Download all .Ig2 files | Download all .txt files | |||
| b1 | 11/19/01 | M7 | bf19noM7(bf1).gel | BF19noM7(bf1).txt | B1-1.txt |
| b1 | 11/27/01 | M8 | bf27noM8(BF1).gel | BF27noM8(bf1).txt | B1-2.txt |
| b1 | 12/10/01 | M10 | BF10DiM10(bf1).gel | BF10DicM10(bf1).txt | B1-3.txt |
| b2 | 11/19/01 | M8 | bf19noM8(bf2).gel | BF19noM8(bf2).txt | B2-1.txt |
| b2 | 11/27/01 | M7 | bf27noM7(BF2).gel | BF27noM7(bf2).txt | B2-2.txt |
| b2 | 12/10/01 | M9 | BF10DiM9(bf2).gel | BF10DicM9(bf2).txt | B2-3.txt |
| b3 | 02/11/02 | M11 | bf3(M11)11fe02.gel | bf3M11(11feb02).txt | B3-1.txt |
| b3 | 02/11/02 | M9 | bf3(M9)11Fe02.gel | bf3M9(11feb02).txt | B3-2.txt |
| b3 | 02/11/02 | M7 | bf3(M7)11fe02.gel | bf3M7(11feb02).txt | B3-3.txt |
| b4 | 03/12/02 | M11 | BF4(M11)12MarO2.gel | BF4(M11)12MA02.txt | B4-1.txt |
| b4 | 03/12/02 | M12 | BF4(M12)12MarO2.gel | BF4(M12)12Mar02.txt | B4-2.txt |
| b4 | 03/12/02 | M13 | BF4(M13)12MarO2.gel | BF4(M13)12MA02.txt | B4-3.txt |
| b6 | 05/06/02 | M8 | b6(M8)6mai02.gel | b6(M8)6mai02.txt | B6-1.txt |
| b6 | 05/03/02 | M15 | b6(M15)03mai02.gel | b6(M15)03mai02.txt | B6-2.txt |
| b6 | 05/03/02 | M12 | b6(M12)03may.gel | b6(M12)03may.txt | B6-3.txt |
| p2 | 12/10/01 | M8 | BF10DiM8(P2).gel | BF10diM8(P2).txt | P2-1.txt |
| p2 | 11/19/01 | M9 | bf19noM9(P2).gel | BF19noM9(P2).txt | P2-2.txt |
| p2 | 11/27/01 | M10 | bf27noM10(P2).gel | BF27noM10(P2).txt | P2-3.txt |
| p3 | 12/10/01 | M7 | BF10DiM7(P3).gel | BF10DiM7(P3).txt | P3-1.txt |
| p3 | 11/19/01 | M10 | bf19noM10(P3).gel | BF19noM10(P3).txt | P3-2.txt |
| p3 | 11/27/01 | M9 | bf27noM9(P3).gel | BF27NoM9(P3).txt | P3-3.txt |
| p4 | 02/11/02 | M10 | P4(M10)11fe02.gel | P4M10(11feb02).txt | P4-1.txt |
| p4 | 02/11/02 | M12 | P4(M12)11fe02.gel | P4(M12)11feb02.txt | P4-2.txt |
| p4 | 02/11/02 | M8 | P4(M8)11fe02.gel | P4(M8)11Feb02.txt | P4-3.txt |
| p5 | 05/03/02 | M13 | p5(m13)03may02.gel | p5(m13)03may02.txt | P5-1.txt |
| p5 | 05/06/02 | M16 | p5(M16)6mai02.gel | p5(M16)6mai02.txt | P5-2.txt |
| p5 | 05/16/02 | M16 | p5(M16b)16mai02.gel | p5(M16b)16mai02.txt | P5-3.txt |
* Experimental populations: b1, b2, biofilms produced in a continuous-flow microfermenter, 0.4% glucose (48 h); b3, in a microtiter plate, 0.4% glucose (48 h); b4, in serum-preincubated, catheter disks, 0.4% glucose (72 h); b6, in the microfermenter, 2% glucose (48 h); p2, planktonic population in exponential growth 0.4% glucose (20 h); p3, in stationary phase, 0.4% glucose (48 h); p4, in 2% glucose (48 h); p5, in a microtiter plate, 0.4% glucose (48 h).
**A conversation table between the spot designation, the CandidaDB entry number and the spot numbers as available at http://www.pasteur.fr/recherche/unites/RIF/transcriptdata/index.html is provided here
Hybridization on Candida albicans microarrays
Details of the procedures
| Species | Candida albicans |
| Strains |
wild-type (wt): CAI4, ura3::limm434 /ura3::limm434 (Fonzi & Irwin, 1993) mutant (m): CDB1, ura3::limm434/ura3::limm434 cph1::hisG/cph1::hisG efg1::hisG/efg1::hisG (Bockmuhl et al., 2001) |
| Experimental populations |
Biofilms (B) produced in microfermenters at 37°C under a continuous flow of YNB 0.4% glucose and aeration (Garcia et al., submitted) Planktonic populations (P) produced in flasks at 37°C in YNB 0.4% glucose and aeration (Garcia et al. submitted) |
| RNA obtention | by dropping of the cell samples into liquid N2 and trizol extraction, as described (Murad et al., 2001) |
| labeling | Direct labelling with Cy3/C5-dCTP as described here |
| Targets | Cy3/Cy5-labelled cDNA |
| Microchip features | C. albicans glass microarrays with probes for 5907 genes as described here |
| Microchip manufacturer | Eurogentec SA |
| Hybridization method | As described here |
| Imaging | GenePix 4.0.1.12 |
| Data capture | GenePix 4.0.1.12 |
| Low quality analysis | GenePix 4.0.1.12 |
| Normalisation method | Intensity-dependent method (Lowess) applied to the print-tip (GeneSpring v 5.0) |
| High quality analysis | Detection of differentially expressed genes: Wilconson-Man-Withney test + Benjamini's correction on FDR (multiple test correction) |
| P>= 0.02 |
Data
| Comparison* | Cy3 labelling | Cy5 labelling | Date of hybridization | Slide | Batch | Name of .gpr file | Name of .tif file |
| Download all .gpr files | Download all .tif files | ||||||
| Bm vs Pm | Pm | Bm | 07/23/02 | A | NA | B13C5P1323Jul02LA.gpr | B13C5P1323Jul02LA.tif |
| Bm vs Pm | Bm | Pm | 07/23/02 | B | NA | B13C3P1323Jul02LB.gpr | B13C3P1323Jul02LB.tif |
| Pwt vs Bwt | Pwt | Bwt | 07/26/02 | 41 | NA | B11C5P11L41 26JulO2.gpr | B11C5P11L41 2nd Scann.tif |
| Pwt vs Bwt | Bwt | Pwt | 08/30/02 | 48 | NA | B11Cy3P11L48Au30.gpr | B11Cy3P11L48Au30.tif |
| Bwt vs Bm | Bwt | Bm | 09/16/02 | 50 | NA | B11C5B1316Se02L50tif.gpr | firstL50tif.tif |
| Bwt vs Bm | Bm | Bwt | 08/30/02 | 49 | NA | B11Cy3B13L49Au30.gpr | B11Cy3B13L49Au30.tif |
| Pm vs Pwt | Pm | Pwt | 09/17/02 | 16 | NA | P11C5P13L16 17Se02.gpr | L16 2ndScann.tif |
| Pm vs Pwt | Pwt | Pm | 09/17/02 | 17 | NA | P13C5P11L17 17Se02.gpr | P13C5P11L1719 Se02tif.tif |
| Bm vs Pm | Pm | Bm | 05/16/03 | 40 | L170B | S40L170B(P13C3B13)16May03.gpr | S40L170B(P13C3B13)16May03.tif |
| Bm vs Pm | Bm | Pm | 06/04/03 | 11 | A030C | S11LA030C(B13C3P13)Jun03.gpr | S11LA030C(B13C3P13)Jun03.tif |
| Pwt vs Bwt | Pwt | Bwt | 06/04/03 | 59 | A030C | S59LA030C(P11C3B11)Jun03.gpr | S59LA030C(P11C3B11)Jun03.tif |
| Pwt vs Bwt | Bwt | Pwt | 06/04/03 | 56 | A030C | S56LA030C(B11C3P11)07Jun03.gpr | S56LA030C(B11C3P11)07Jun03.tif |
| Bwt vs Bm | Bm | Bwt | 06/04/03 | 60 | A030C | S60LA030C(B13C3B11)Jun03.gpr | S60LA030C(B13C3B11)Jun03.tif |
| Bwt vs Bm | Bwt | Bm | 06/04/03 | 57 | A030C | S57LA030C(B11C3B13)Jun03.gpr | S57LA030C(B11C3B13)Jun03.tif |
| Pm vs Pwt | Pm | Pwt | 06/04/03 | 58 | A030C | S58LA030C(P13C3P11)Jun03.gpr | S58LA030C(P13C3P11)Jun03.tif |
| Pm vs Pwt | Pwt | Pm | 12 | A030C | S12LA030C(P11C3P13)Jun03.gpr | S12LA030C(P11C3P13)Jun03.tif |
* Pwt, Planktonic culture of C.albicans 'wild-type' strain CAF2-1; Bwt, Biofilm culture of 'wild-type' strain obtained in a continuous-flow microfermenter, 0.4% glucose (48 h); Pm, Planktonic culture of C. albicans efg1/efg1 cph1/cph1 strain HLC54; Bm, Biofilm culture of strain HLC54