Transcript profiling of Candida albicans biofilms

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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

                        Go to all Microarray data

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)

 

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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

 

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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

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