Biofilm extracellular DNA enhances mixed species biofilms of Staphylococcus epidermidis and Candida albicans
© Pammi et al.; licensee BioMed Central Ltd. 2013
Received: 25 July 2013
Accepted: 12 November 2013
Published: 14 November 2013
Polymicrobial infections are responsible for significant mortality and morbidity in adults and children. Staphylococcus epidermidis and Candida albicans are the most frequent combination of organisms isolated from polymicrobial infections. Vascular indwelling catheters are sites for mixed species biofilm formation and pose a significant risk for polymicrobial infections. We hypothesized that enhancement of biofilms in a mixed species environment increases patient mortality and morbidity.
Mixed species biofilms of S. epidermidis and C. albicans were evaluated in vitro and in a subcutaneous catheter infection model in vivo. Mixed species biofilms were enhanced compared to single species biofilms of either S. epidermidis or C. albicans. A mixed species environment increased catheter infection and increased dissemination of S. epidermidis in mice. Microarrays were used to explore differential gene expression of S. epidermidis in the mixed species biofilms. In mixed species biofilms, compared to single species S. epidermidis biofilms, 2.7% of S. epidermidis genes were upregulated and 6% were down regulated. Staphylococcal autolysis repressors lrgA and lrgB were down regulated 36-fold and 27-fold respectively. The role of biofilm extracellular DNA was investigated by quantitation and by evaluating the effects of DNAse in a concentration and time dependent manner. S. epidermidis specific eDNA was increased in mixed species biofilms and further confirmed by degradation with DNAse.
Mixed-species biofilms are enhanced and associated with increased S. epidermidis-specific eDNA in vitro and greater systemic dissemination of S. epidermidis in vivo. Down regulation of the lrg operon, a repressor of autolysis, associated with increased eDNA suggests a possible role for bacterial autolysis in mixed species biofilms. Enhancement and systemic dissemination of S. epidermidis may explain adverse outcomes after clinical polymicrobial infections of S. epidermidis and C. albicans.
KeywordsStaphylococcus Candida Biofilms Microarray Extracellular DNA Autolysis Polymicrobial Mixed species
Polymicrobial bloodstream infections are commonly due to coagulase-negative Staphylococci (CoNS, most commonly S. epidermidis) and Candida species [1–3]. Candida infections are important nosocomial infections in intensive care units and approximately 25% of patients with candidemia also have an associated bacteremia [4–6]. Polymicrobial infections are associated with significantly worse clinical outcomes than monomicrobial infections [2, 7, 8]. Mortality due to polymicrobial infections is twice that of monomicrobial infections in non HIV infected adult patients, children and neonates [9–11]. Pediatric polymicrobial infections also increase length of intensive care, therapy, hospital stay and healthcare costs .
Although high mortality has been observed in animal models of polymicrobial infections of Staphylococci and Candida, the mechanisms for increased mortality and morbidity have not been fully elucidated [12–15]. In vitro interactions of Candida albicans and S. epidermidis in mixed species biofilms and decreased antimicrobial susceptibility have been reported [16, 17]. Interactions of S. epidermidis with Candida in mixed species infections may influence gene expression that may lead to enhanced virulence, biofilm formation, biofilm dispersal and tissue pathology have not been well studied.
A significant risk factor for human polymicrobial infections is the presence of indwelling vascular catheters that are sites for mixed species biofilm formation . Biofilms are structured three dimensional microbial communities that are attached to a surface and encased in an extracellular matrix (ECM), which comprises extracellular DNA (eDNA), polysaccharides and proteins . eDNA is formed by release of bacterial genomic DNA mostly by cell lysis or less commonly by active excretion into the biofilm matrix in some bacteria (e.g. Gammaproteobacteria) . Extracellular DNA of the biofilms facilitates the initial stage of adhesion to biomaterials, forms the structural backbone and acts as glue that promotes biofilm aggregation [19–21]. Clinically significant mixed species biofilms of the pathogens S. epidermidis and Candida and the specific role of eDNA in mixed species biofilms have not been investigated.
In this study, we investigated mixed species biofilms of S. epidermidis and C. albicans, both in vitro, and in a clinically relevant mouse model of catheter biofilm infection, in vivo. We evaluated genome-wide S. epidermidis transcriptional responses in mixed species biofilms with C. albicans, to evaluate alteration in gene expression that causes increased virulence and pathogenicity of mixed species infections. We identified the significant role of eDNA in the enhancement of mixed species biofilms that may explain adverse outcomes due to clinical polymicrobial infections.
Mixed species biofilms are larger than single species biofilms of S. epidermidis and C. albicans
Scanning electron microscopy of explanted catheter segments confirms catheter biofilm infection in vivo
Evidence for increased catheter infection and dissemination of S. epidermidisin mixed-species biofilm infection in a subcutaneous catheter model
Genome-wide transcriptional changes in S. epidermidis in mixed species biofilms compared to single species S. epidermidisbiofilms
Evidence for increased eDNA in mixed-species biofilms
Disrupting eDNA by DNAse decreases single and mixed-species biofilms
We evaluated the morphology of mixed species biofilms of S. epidermidis and C. albicans, in vitro. We observed enhancement of biofilms in a mixed species environment. In a mouse subcutaneous catheter model of biofilm infection, we noted increased catheter infection and systemic dissemination of S. epidermidis in a mixed species environment. To further explore the reasons for increased pathogenicity of S. epidermidis in mixed species biofilm infections with C. albicans, we evaluated the transcriptome of S. epidermidis in a mixed species environment and found that the repressors of autolysis, lrgA and lrgB were highly down regulated. Down regulation of repressors of autolysis, is associated with increased eDNA in the biofilm matrix, possibly by increased bacterial autolysis. We confirmed the significance of increased biofilm eDNA by evaluating its degradation by DNAse.
Mixed species biofilms of S. epidermidis and C. albicans were significantly thicker and voluminous compared to single species biofilms of either organism in vitro. Increased thickness of mixed species biofilms can be due to increase in the number of organisms or increase in the extracellular matrix or possibly both. In mixed species biofilm infections in vivo, at 8 days of infection, we observed increase in catheter CFU/ml of S. epidermidis associated with blood dissemination. Mixed species biofilms in vivo may further be modified by environmental milieu e.g. conditioning of the catheter implants with host proteins that may increase biofilm adhesion and aggregation.
In mixed species biofilms of other bacteria with Candida species, bacterial association with hyphae predominates association with yeast cells [22, 23]. Hogan et al. evaluated interactions of Pseudomonas aeruginosa and Candida, and found that Pseudomonas aeruginosa had a predilection for the hyphal form without affecting the yeast form of the fungus . In studies of mixed species infections of S. aureus and C. albicans, similar to P. aeruginosa, adherence to the Candida hyphae was nearly 30-fold more than adherence to the yeast form of Candida . In our experiments (data not shown) we found adherence of S. epidermidis to both yeasts and hyphae of Candida which may facilitate mixed species biofilms of these two organisms and partly contribute to the increased clinical frequency of mixed species biofilm infections of C. albicans and S. epidermidis. The yeast and hyphal forms of C. albicans may act as a scaffold on which biofilms of S. epidermidis are formed . Candida infection is associated with tissue invasion by hyphae and it been hypothesized that staphylococcal tissue infection is facilitated by its association with Candida hyphae . Synergistic effects of C. albicans and S. epidermidis have been reported by other investigators [16, 17]. In mixed species biofilms of C. albicans and S. epidermidis, presence of slime producing strains of S. epidermidis decreases antifungal susceptibility related to decreased penetration of the fluconazole through the ECM and conversely the fungal cells protected slime negative S. epidermidis against vancomycin . In an in vitro study of mixed species biofilms of C. albicans and S. epidermidis, enhanced the growth of S. epidermidis was observed .
We used a clinically relevant model of subcutaneous catheter biofilm infection to evaluate the clinical implications of mixed species biofilm infection . In mixed species biofilms, catheter biofilm infection of S. epidermidis increased in the presence of C. albicans. Pre-insertion cultures revealed lower catheter infection of S. epidermidis in mixed species infection compared to single species S. epidermidis but on day 8 of insertion in vivo, we found increased catheter infection of S. epidermidis in the mixed species infection. This suggests that mixed species environment facilitates biofilm aggregation and not the initial phase of S. epidermidis adhesion to catheters. Enhanced biofilm aggregation was associated with enhanced dispersal that led to increased systemic dissemination of S. epidermidis in the mixed species infection. Increased virulence and mortality has been described in mouse models of dual infection with C. albicans and S. aureus but not with S. epidermidis [12–14]. Peters et al. using proteomic techniques found that the global transcriptional repressor of virulence was down regulated thereby increasing virulence of the dual species biofilms of S. aureus and C. albicans . Enhancement of biofilms, increased catheter infection and dissemination of S. epidermidis in mixed species biofilms in vivo may partly explain clinical therapeutic failures and contribute to increased mortality and morbidity in polymicrobial infections.
We performed microarrays to delineate changes in staphylococcal gene expression that lead to increased catheter infection and dissemination in mixed species biofilms with C. albicans. We noted that the lrg operon comprising lrgA and lrgB was highly down regulated (36 fold and 27 fold change respectively) in mixed species biofilms. Lrg operon along with the cidR operon represents the molecular elements of programmed cell death or apoptosis in Staphylococcus aureus [25–27]. The lrg operon is a repressor of murein hydrolase activity that hydrolyzes components of the cell wall, involved in autolysis. Lrg protein has also been shown to affect antibiotic tolerance, biofilm formation (by release of eDNA which is a structural component of the biofilm) and acetoin production in S. aureus [25, 26, 28, 29]. Lrg operon is regulated by the LytSR two component regulatory system in S. aureus and transcriptional regulators agr and sar that regulate virulence also influence the lrg operon [28, 29]. Down regulation of the lrg operon (autolysis repressors) in mixed species biofilms is associated with enhanced release of eDNA possibly by autolysis [25, 30]. Extracellular DNA plays a significant role in biofilm aggregation [18, 19] and it is conceivable that increased eDNA enhances aggregation of mixed species biofilms of S. epidermidis and C. albicans. Most bacteria have cardiolipin synthases that convert bacterial membrane phosphatidyl glycerol to cardiolipin, during the transition from logarithmic phase to the stationary phase and may help survival during prolonged high salt stress conditions . S. aureus and S. epidermidis have 2 ORFs cls1 and cls2  and we found cardiolipin synthetase (cls2) was significantly down regulated. Other down regulated genes included those associated with carbohydrate, amino acid and nucleotide metabolism, transporters and other proteins. Biofilm as a whole may be metabolically less active compared to actively dividing planktonic organisms and that may explain the down regulation of metabolic processes and overall more down regulated genes (6%) than upregulated genes (2.7%) .
Genes upregulated in mixed species biofilms include transcriptional regulators (sarR and hrcA the heat inducible transcriptional repressor), genes associated with nucleic acid metabolism, some transporters and other proteins. sarR is known inhibitor of sarA, a transcriptional regulator that represses extracellular proteases and that may influence virulence determinants in S. aureus [34–36] but its role in S. epidermidis is not known. Therefore the net effect of sarR upregulation is to facilitate secretion of extracellular proteases that may function as virulence factors. Heat shock protein GrpE protein of the DnaK family of shock proteins is upregulated indicating an adaptive response to polymicrobial stress by S. epidermidis in mixed species biofilms. Adaptation to competition for iron in mixed species environments is facilitated by the increased transcription of transferrin receptor, which facilitates uptake of iron from human transferrin by a receptor-mediated energy dependent process [37, 38]. Genes related to nucleic acid and glycerol metabolism (guaC, purC, purM, glpD, apt and uraA) were also upregulated.
We measured the eDNA content in the extracellular matrix of single and mixed-species biofilms and confirmed that S. epidermidis derived eDNA predominated in mixed species biofilms. Candida derived eDNA was barely detected indicating the predominant role for bacterial eDNA in the enhancement of mixed-species biofilms. Low Candida eDNA may be also partly due to decreased growth of Candida in mixed species biofilms. Indirectly, this indicates that bacterial autolysis, the most important mechanism for producing bacterial eDNA, is strongly implicated in the enhancement of mixed species biofilms.
We evaluated the effects of disrupting eDNA by DNAse on mature (24 hr) and developing single and mixed species biofilms of S. epidermidis and C. albicans. DNAse decreased biofilm metabolic activity (as measured by XTT method) by a concentration dependent manner in both single and mixed species biofilms. We also evaluated the effects of DNAse on a developing biofilms by initiating exposure to DNAse at different time points (0, 6 and 18 hrs). Exposure at earlier time-points would decrease adhesion of the microbial cells and exposure later would affect biofilm aggregation. We observed that DNAse decreased biofilm formation significantly at both adhesion and aggregation stages in biofilm development. The reduction in biofilm formation as a percentage of that of untreated biofilms was more pronounced in mixed species biofilms compared to single species biofilms, due to an increased eDNA content in the mixed species biofilms. Other investigators have found similar inhibiting effects of DNAse on biofilm adhesion and aggregation outlining the essential role of eDNA in biofilm development [39–41].
We confirmed increased eDNA in mixed species biofilms by quantitation of eDNA in the biofilm extracellular matrix. Increased eDNA in the biofilm matrix is probably caused by autolysis as active secretion of eDNA has not been reported in S. epidermidis biofilms. Staphylococcal biofilm aggregation is enhanced by eDNA and increased quantity of eDNA may explain the increased thickness of mixed-species biofilms. Significant down regulation of repressors of autolysis (lrg operon) also point to increased bacterial autolysis in mixed species biofilms. The lrg operon that represses murein hydrolase activity and thereby autolysis in S. aureus has not been studied in S. epidermidis so far. In Staphylococcus aureus, cidA and lrgA genes encode homologous hydrophobic proteins that function similar to bacteriophage coded holin (causes autolysis) and antiholin (inhibits autolysis), respectively. The S. aureus cidB and lrgB genes also encode homologous hydrophobic proteins, but their functions are unknown . In a model proposed by Bayles et al., the LytSR two-component regulatory system senses decreases in cell membrane potential due to cell membrane damage and responds by inducing lrgAB transcription. The CidR protein, a LysR-type transcription regulator, enhances cidABC in response to carbohydrate metabolism that enhance murein hydrolase activity thereby enhancing autolysis [26, 43]. LrgAB operon in S. aureus also influences penicillin (that causes cell lysis) tolerance . In S. epidermidis, LytSR knockout strain exhibited decreased extracellular murein hydrolase activity and mildly increased biofilm formation but did not differ in Triton X-100 mediated autolysis or in murein hydrolase zymogram patterns from the parent strain . Mutation of SaeRS (another two component signal system) in S. epidermidis increased autolysis and biofilm forming ability . Association of autolysis and increased biofilm formation is also confirmed by studies on autolysin atlE in S. epidermidis . Therefore, autolysis and release of eDNA has a significant role to play in Staphylococcal biofilm formation and enhancement of mixed species biofilms.
The limitations of the study include using a single clinical strain each of S. epidermidis and C. albicans. Findings of this study will have to be confirmed using multiple strains of S. epidermidis and C. albicans. The subcutaneous catheter biofilm infection in mice is an appropriate and reproducible model to evaluate foreign device biofilm infections i.e. pacemaker and shunt infections but an intravenous catheter model will be more appropriate for indwelling vascular catheter infections. Nevertheless the subcutaneous catheter model has been successfully used to study biofilm infections and to evaluate anti-biofilm strategies. In our microarray experiments, S. epidermidis probes on the microarray that might hybridize with Candida RNA were eliminated in the design of the microarray. Also, those probes that actually hybridized with Candida RNA were also eliminated from data analysis. It is possible that some transcriptome data was lost due to the elimination of Candida cross-reacting probes.
Biofilms are enhanced in a mixed-species environment of S. epidermidis and C. albicans both in vitro and in vivo. Enhanced mixed-species biofilms are associated with increased S. epidermidis-specific eDNA in vitro and greater systemic dissemination of S. epidermidis in vivo. Down regulation of the lrg operon, a repressor of autolysis was associated with increased eDNA. We propose that bacterial autolysis may play a significant role in the enhancement of mixed species biofilms and which needs to be confirmed by mechanistic studies. Enhancement of biofilms and systemic dissemination of S. epidermidis in polymicrobial environments may explain increased clinical mortality and morbidity. Elucidation of polymicrobial interactions in mixed species biofilms may lead to novel strategies to treat human polymicrobial infections.
Organisms, strains and culture conditions
Human isolates of S. epidermidis (strain 1457) and C. albicans (strain ATCC 32354) were used in this study. S. epidermidis were incubated in tryptic soy broth (TSB) broth for 2 hr from overnight TSB agar plates. C. albicans was plated on Sabouraud’s dextrose agar (SDA) overnight and grown in Yeast Peptone Dextrose (YPD) broth for 4 hr. Both organisms were adjusted to an optical density (O.D.) of 0.3 in RPMI 1640 (107 CFU/ml of S. epidermidis and 105 CFU/ml of C. albicans).
In vitrobiofilm model
Biofilms were formed on optical microwell Petri dishes (MaTtek Corp, USA) that have a cover slip at the center to facilitate confocal microscopy. Single species biofilms were developed by incubating suspensions of S. epidermidis or C. albicans (O.D. 0.3) and mixed species biofilms by equal half volumes of both the organism suspensions, for 24 hr. Supernatants were discarded, biofilms washed with PBS, stained with LIVE/DEAD stain (Molecular Probes, USA). Bacteria with intact cell membranes (live cells) are stained green and those with damaged membranes, red. Biofilms were examined by the Nikon A1 confocal microscope (Nikon Instruments Inc., NY, USA) using fluorescein (green) and Texas red (red) band pass filter sets. Confocal images were obtained in serial sections at 1 μm intervals along the z-axis (40× magnification). The z-stack images were analyzed using software PHLIP in the MATLAB image processing toolbox, for biofilm biovolume (in μm3) .
Mouse model of subcutaneous catheter biofilm infection
The protocol for animal experiments was approved by The Institutional Animal Care and Use Committee at Baylor College of Medicine. A biofilm infection model in mice with subcutaneously implanted catheters described previously was used . Teflon catheters (Surflo, Terumo Corporation, Japan) sized 18G, 1½″ were pre-incubated in S. epidermidis, C. albicans or both organism suspensions (O.D. 0.3) for 2 hr, in order to facilitate biofilm development. Catheter segments were inserted subcutaneously in 3 week old weaned FVB albino mice. Catheter cultures were performed prior to subcutaneous insertion in serial dilution plating after 24 hr of incubation. Pre-insertion, catheters in suspensions of S. epidermidis yielded 3.5 to 4.5 × 105 CFU/ml, those in C. albicans yielded 6 to 6.5 to 104 CFU/ml and catheters immersed in mixed species suspensions yielded 1.5 to 2 × 104 and 6 to 6.5 to 103 of S. epidermidis and C. albicans respectively. Animals were euthanized on day 8; catheter and blood cultures were evaluated quantitatively for the two organisms and catheter biofilms examined by scanning electron microscopy.
Scanning electron microscopy
A 5 mm sample was cut from each explanted catheter segment from mice with subcutaneous catheter infection. The catheter samples were cut in cross sections and fixed with 2% glutaraldehyde, followed by fixation with osmium tetroxide, tannic acid and uranyl acetate. Fixation was followed by a series of ethanol dehydration steps and samples were sputter-coated with gold palladium. The samples were then scanned by electron microscopy for biofilms at different degrees of magnification.
Cultures and RNA isolation for microarrays
Single species biofilms of S. epidermidis (strain 1457) and C. albicans (strain 32354) and mixed species biofilms were formed on 6-well tissue culture plates. Five ml of organism suspensions (O.D. 0.3, S. epidermidis 107 CFU/ml or C. albicans 105 CFU/ml) or 2.5 ml each for mixed-species biofilms for 24 hr. RNA was harvested from single species and mixed-species biofilms using RNeasy Mini kit (Qiagen) and Fast-RNA Pro-BLUE kit (MP Biomedicals) according to manufacturer’s instructions. Total RNA from 3 biological replicates each for S. epidermidis and mixed species biofilms was shipped to Mycroarray (http://www.mycroarray.com, Ann Arbor, USA) for hybridization to microarrays.
In situ synthesized oligonucleotide microarrays were manufactured by Mycroarray and probe sequence designed using a proprietary version of OligoArray 2.0 . Arrays were synthesized on slide-sized glass substrates and each slide had an array composed of 40,962 spots, of which 33,715 spots contain 45mer probes for S. epidermidis genes, 525 empty features without a probe and 720 features with Mycroarray quality control probes. In addition, there are 6000 probes for randomly selected Candida genes to assess potential cross hybridization with S. epidermidis genes. There were up to 3 probes per gene and 5 identical replicates of each S. epidermidis probe. Multiple probes per gene format was chosen to account for the genetic variability between S. epidermidis 1457 strain used in our experiment compared to strain RP62A used in the microarray probe design. Also, to avoid theoretical cross contamination, S. epidermidis probes were blasted against C. albicans genome sequence (http://www.candidagenome.org) and S. epidermidis probes with potential match with C. albicans sequences were removed from the array design. Separately, RNA from pure C. albicans cultures were also hybridized to the arrays and cross-hybridizing probes were removed from data analysis.
Microarray hybridization and data analyses
Microarray experiments were performed by Mycroarray and data analyzed at Texas Children’s Hospital. Briefly, the purified mRNA was amplified and incorporated with amino allyl-UTP for indirect labeling with fluorescent dyes. Dynamic hybridization to the 40 K arrays was performed using Agilent gasket slides and incubation at 45°C for 20 hr following which the slides were washed and scanned using Axon 4000B scanner (Molecular Devices) at 5 micron resolution. Signal intensity values were extracted from scanned images using GenePix® Pro 6 software (Molecular Devices). The raw gpr files were loaded in Genespring GX 11.5, the data log2 transformed; background corrected, and normalized using the Quantile algorithm. Hierarchical clustering map was generating using Euclidean algorithm with the average linkage rule. Differential gene expression between the two samples groups (S. epidermidis and mixed species biofilms) was evaluated by unsupervised unpaired t-test on the log2 transformed mean data. A fold-change ratio (mixed species biofilms vs. S. epidermidis biofilms) was calculated with a fold change cutoff of 1.5 and p-value of 0.05. Probe set lists were trimmed to represent S. epidermidis and analyzed using unpaired t-test and Benjamini-Hochber multiple-testing correction to generate targeted lists of differential expression. Microarray expression patterns were validated using real-time PCR using three upregulated and two down regulated genes.
Quantitation of eDNA in single and mixed-species biofilms
Biofilm matrix and eDNA were extracted from 24 hr single species S. epidermidis biofilms and mixed species biofilms of S. epidermidis and C. albicans as described previously [30, 39, 46]. The extracellular matrix from harvested biofilms was carefully extracted without cell lysis and contamination with genomic DNA as described [30, 39, 46]. The amount of eDNA was quantified by real-time RT-PCR using standard curves of known quantities of S. epidermidis and C. albicans genomic DNA. Real-time PCR was performed using the SYBR Green kit (Qiagen) and primers for 3 chromosomal genes of S. epidermidis, lrgA, lrgB and bap (whose primers for RT-PCR were previously optimized in our lab) or stably expressed chromosomal genes of C. albicans RIP, RPP2B and PMA1 . The amount of measured eDNA was normalized for 108 CFU organisms in the initial inoculation.
Effects of DNAse on single and mixed species biofilms
Concentration dependent effects of DNAse I (Sigma or Roche, USA) was studied by exposing 24 hr single and mixed-species biofilms, at 0 to 1.25 mg/ml concentrations DNAse I for 16 hr and residual biofilm evaluated by measuring absorbance at 490 nm after XTT reduction . A time course experiment was performed by the addition of DNAse (0.65 mg/ml) at 0, 6 or 18 hrs of biofilm development. The biofilms were developed for a total of 24 hr and metabolic activity quantitated by XTT method and measuring absorbance at 490 nm. Percentage reduction in biofilms compared to controls was evaluated for single and mixed species biofilms at DNAse exposures starting at 0, 6 or 18 hrs.
The microarray dataset supporting the results of this article has been deposited and available at the NCBI gene expression and hybridization data repository (http://www.ncbi.nlm.nih.gov/geo/), [GEO accession number GSE35438].
Mohan Pammi MD
Assistant Professor and Neonatologist, Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas.
Rong Liang MD
Research Associate, Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas.
John Hicks MD PhD
Professor of Pathology, Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas.
Toni-Ann Mistretta PhD
Senior Biostatistician, Baylor College of Medicine & Texas Children's Microbiome Center
James Versalovic MD PhD
Professor and Chief of the Department of Pathology, Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas.
Colony forming units/ml
Reverse transcriptase polymerase chain reaction
Tryptic soy broth
Sabouraud’s dextrose agar
Yeast peptone dextrose.
We acknowledge the insightful discussions of members of the Versalovic lab. We also acknowledge Vital Pannaraj PhD and Alejandra Diaz PhD for their advice on microarrays and real time quantitative PCR experiments. This project was supported by the Integrated Microscopy Core at Baylor College of Medicine with funding from the NIH (HD007495, DK56338, and CA125123), the Dan L. Duncan Cancer Center, and the John S. Dunn Gulf Coast Consortium for Chemical Genomics. We also thank Paul Fey PhD for his helpful comments and critique.
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