Previous Article | Next Article 
Antimicrobial Agents and Chemotherapy, July 2004, p. 2733-2735, Vol. 48, No. 7
0066-4804/04/$08.00+0 DOI: 10.1128/AAC.48.7.2733-2735.2004
Copyright © 2004, American Society for Microbiology. All Rights Reserved.
Proteomic Analysis of Azole Resistance in Candida albicans Clinical Isolates
Massoumeh Z. Hooshdaran,1,2 Katherine S. Barker,1,2 George M. Hilliard,3 Harald Kusch,4 Joachim Morschhäuser,4 and P. David Rogers1,2,5,6*
Departments of Pharmacy,1
Pharmaceutical Sciences, College of Pharmacy,5
Departments of Pediatrics,6
Molecular Sciences, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee 38163,3
Children's Foundation Research Center at Le Bonheur Children's Medical Center, Memphis, Tennessee 38103,2
Institüt für Molekulare Infektionsbiologie, Universität Würzburg, D-97070 Würzburg, Germany4
Received 16 December 2003/
Returned for modification 30 January 2004/
Accepted 12 March 2004

ABSTRACT
Changes in protein expression within a matched set of
Candida albicans isolates representing the acquisition of azole resistance
were examined by two-dimensional polyacrylamide gel electrophoresis
and peptide mass fingerprinting. Proteins differentially expressed
in association with azole resistance included Grp2p, Ifd1p,
Ifd4p, Ifd5p, and Erg10p, a protein involved in the ergosterol
biosynthesis pathway.

TEXT
Candida albicans is a cause of mucosal, cutaneous, and systemic
infections including oropharyngeal candidiasis (OPC), the most
frequent opportunistic infection among AIDS patients (
8,
12).
The azole antifungal agents have proven effective for the management
of OPC. The repetition and lengthy duration of therapy for OPC
in this patient population has led to an increased incidence
of treatment failures secondary to the emergence of azole resistance
in this pathogenic fungus (
11,
14,
18,
25). Several mechanisms
of azole resistance have been described for
C. albicans, including
point mutations in the gene encoding lanosterol demethylase
(
ERG11), as well as increased expression of
ERG11 and the genes
encoding the multidrug efflux pumps,
CaMDR1,
CDR1, and
CDR2 (
9,
10,
13,
19-
21,
23,
24). In the present study, we examine
changes in the
C. albicans proteome of a well-characterized
matched set of clinical isolates representing the acquisition
of azole antifungal resistance.
C. albicans isolates 2-79 (fluconazole MIC, 0.25 µg/ml) and 12-99 (fluconazole MIC,
64 µg/ml) were used in this study. Isolate 12-99 has been shown to overexpress ERG11, CaMDR1, CDR1, and CDR2 (16, 17, 23) and to have loss of allelic variation and a point mutation in ERG11 (24). For each of three independent experiments, an aliquot of glycerol stock from each isolate was diluted in YPD broth (1% yeast extract, 2% peptone, 1% dextrose) and grown overnight at 30°C in an environmental shaking incubator. Cultures were diluted to an optical density at 600 nm of 0.2 in 0.5 liters of fresh YPD and grown as before to logarithmic phase (4.5 h) to an equivalent optical density. Cytosolic proteins were extracted, subjected to isoelectric focusing, and separated by polyacrylamide gel electrophoresis. Coomassie blue-stained gels were scanned (300-dpi resolution), and gel images were analyzed with PDQuest version 7.0 (Bio-Rad Laboratories). Spots were considered to represent differentially expressed proteins if they were up- or down-regulated
1.5-fold in three independent experiments. Differentially expressed proteins were selected for identification.
Spots of interest were excised and subjected to trypsinization. Peptides were extracted and analyzed using matrix-assisted laser desorption ionization-time of flight mass spectrometry. PROWL software (formerly Proteometrics, Inc.) was used to search a custom database constructed from the CandidaDB database of C. albicans open reading frame DNA sequences (http://genolist.pasteur.fr/CandidaDB/). A probability score for the match was attained in PROWL, with an accompanying Z score that represents a goodness of fit of the probability score for the search result. A Z score of 1.65 ranks the search result in the 95th percentile of nonrandom matches of the mass data set to the specific open reading frame.
We identified 17 proteins that were reproducibly differentially expressed in isolate 12-99 compared to isolate 2-79. Among these were 13 up-regulated proteins and 4 down-regulated proteins in isolate 12-99 (Fig. 1, Table 1). Technical limitations complicate the accurate quantification of protein abundance from staining intensities. We therefore used a semiquantitative scoring system to represent changes in protein abundance.
View this table:
[in this window]
[in a new window]
|
TABLE 1. Proteins identified by two-dimensional sodium dodecyl sulfate-polyacrylamide gel electrophoresis and matrix-assisted laser desorption ionization-time of flight mass spectrometry as being differentially expressed between isolates 2-79 and 12-99
|
The protein isolation technique employed in the present study
is inclusive of cytosolic proteins but is deficient in water-insoluble
proteins such as those found in cell and organelle membranes.
It is therefore not surprising that we did not detect the membrane-associated
multidrug transporters Cdr1p, Cdr2p, and Mdr1p in this study.
Of particular interest, however, was the finding of up-regulation
of Grp2p, Ifd1p, Ifd4p, Ifd5p, and Ifd6p in association with
azole resistance. The genes encoding all but one of these have
been shown to be differentially expressed in this and other
matched series of isolates (
4,
16,
17). Ifd1p, Ifd4p, Ifd5p,
and Ifd6p are members of a family of homologs of the
Saccharomyces cerevisiae YPL088W gene product, a putative alcohol dehydrogenase-oxidoreductase.
The
YPL088W gene and gene product have been shown to be up-regulated
in microarray and proteomic studies of azole-resistant
S. cerevisiae isolates with gain-of-function mutations of the transcription
factor
PDR3 (
7,
15). A
C. albicans homolog of
YPL088W has been
shown to contain a drug response element in its promoter which
leads to induction of mRNA expression upon estradiol treatment
(
6). This drug response element was recently shown to be shared
by other genes, including
CDR1 and
CDR2 (M. Karababa, A. Coste,
B. Rognon, J. Bille, and D. Sanglard, Abstr. 43rd Intersci.
Conf. Antimicrob. Agents Chemother., abstr. M-401, 2003). Likewise,
Grp2p is a homolog of ScGre2p, which encodes a putative reductase
with similarity to plant dihydroflavonol-4-reductases. It appears
to have a role in protecting cells from the toxic effects of
methylglyoxal (
3). ScGre2p has also been observed to be up-regulated
in microarray and proteomic studies of azole-resistant
S. cerevisiae isolates with constitutive activation of the transcription factor
PDR3 (
7,
15). While
ScGRE2 is responsive to osmotic, ionic,
oxidative, and heat stresses, its function is unknown.
Sulfur amino acid biosynthesis is peripherally linked to ergosterol biosynthesis. Both aspartate and homocysteine influence the biosynthesis of S-adenosylmethionine, which is required for the ability of sterol C-24 methyltransferase to convert zymosterol to fecosterol (5). Up-regulation of S-adenosyl-L-homocysteine hydrolase (Sah1p) and down-regulation of aspartate aminotransferase (Aat1p) may therefore impact the ergosterol biosynthesis pathway in azole resistance. Also of interest is the up-regulation of acetyl-coenzyme A acetyltransferase (Pot14p or Erg10p). This enzyme represents the first step in ergosterol biosynthesis. Its expression may be regulated by membrane ergosterol content, as the ERG10 gene is responsive to ergosterol depletion by itraconazole treatment (5).
Other changes in protein abundance in association with azole resistance included the up-regulation of proteins involved in carbohydrate metabolism. These were glyceraldehyde-3-phosphate dehydrogenase (Gap1p), pyruvate decarboxylase (Pdc11p), pyruvate kinase (Cdc19p), and phosphogluconate dehydrogenase (Gnd1p). Phosphomannomutase (Pmm1p), an enzyme involved in mannose and GDP-mannose metabolism (22), was also up-regulated in the resistant isolate. Ketol-acid reducto-isomerase (Ilv5p), an enzyme central to leucine, isoleucine, and valine biosynthesis, as well as mitochondrial DNA stability (2), was down-regulated in the azole-resistant isolate, as was the nucleoside diphosphate kinase Ynk1p. In S. cerevisiae, Ynk1p plays an important role in cellular homeostasis of nucleoside triphosphates and nucleoside diphosphates and is also thought to function as a signaling molecule (1).
We have demonstrated the differential expression of proteins whose genes have been previously shown to be differentially expressed in both experimentally induced and clinically acquired azole resistance, as well as proteins whose differential expression was found for the first time to be associated with this process. Proteomic analysis of multiple matched sets of azole-susceptible and -resistant C. albicans isolates will further our understanding of the mechanisms underlying azole antifungal resistance.

ACKNOWLEDGMENTS
We thank Spencer Redding for kindly providing the isolates used
in this study. We thank Clive Slaughter, Michael Pabst, and
Dominic Desiderio for helpful advice and generous assistance.
We thank Russ Lewis for assistance with susceptibility testing.

FOOTNOTES
* Corresponding author. Mailing address: Children's Foundation Research Center of Memphis, Le Bonheur Children's Medical Center, 50 N. Dunlap St., Room 304, West Patient Tower, Memphis, TN 38103. Phone: (901) 572-5387. Fax: (901) 448-1741. E-mail:
drogers{at}utmem.edu.


REFERENCES
1 - Amutha, B., and D. Pain. 2003. Nucleotide diphosphate kinase of Saccharomyces cerevisiae, Ynk1p: localization to the mitochondrial membrane space. Biochem. J. 370:805-815.[CrossRef][Medline]
2 - Bateman, J. M., M. Iacovino, P. S. Perlman, and R. A. Butow. 2002. Mitochondrial DNA instability mutants of the bifunctional protein Ilv5p have altered organization in mitochondria and are targeted for degradation by Hsp78 and the Pim1p protease. J. Biol. Chem. 277:47946-47953.[Abstract/Free Full Text]
3 - Chen, C. N., L. Porubleva, G. Shearer, M. Svrakic, L. G. Holden, J. L. Dover, M. Johnston, P. R. Chitnis, and D. H. Kohl. 2003. Associating protein activities with their genes: rapid identification of a gene encoding a methylglyoxal reductase in the yeast Saccharomyces cerevisiae. Yeast 20:545-554.[CrossRef][Medline]
4 - Cowen, L. E., A. Nantel, M. S. Whiteway, D. Y. Thomas, D. C. Tessier, L. M. Kohn, and J. B. Anderson. 2002. Population genomics of drug resistance in Candida albicans. Proc. Natl. Acad. Sci. USA 99:9284-9289.[Abstract/Free Full Text]
5 - De Backer, M. D., T. Ilyina, X. J. Ma, S. Vandoninck, W. H. Luyten, and H. Vanden Bossche. 2001. Genomic profiling of the response of Candida albicans to itraconazole treatment using a DNA microarray. Antimicrob. Agents Chemother. 45:1660-1670.[Abstract/Free Full Text]
6 - de Micheli, M., J. Bille, C. Schueller, and D. Sanglard. 2002. A common drug-responsive element mediates the upregulation of the Candida albicans ABC transporters CDR1 and CDR2, two genes involved in antifungal drug resistance. Mol. Microbiol. 43:1197-1214.[CrossRef][Medline]
7 - DeRisi, J., B. van den Hazel, P. Marc, E. Balzi, P. Brown, C. Jacq, and A. Goffeau. 2000. Genome microarray analysis of transcriptional activation in multidrug resistance yeast mutants. FEBS Lett. 470:156-160.[CrossRef][Medline]
8 - Feigal, D. W., M. H. Katz, D. Greenspan, J. Westenhouse, W. Winkelstein, Jr., W. Lang, M. Samuel, S. P. Buchbinder, N. A. Hessol, and A. R. Lifson. 1991. The prevalence of oral lesions in HIV-infected homosexual and bisexual men: three San Francisco epidemiological cohorts. AIDS 5:519-525.[Medline]
9 - Franz, R., M. Ruhnke, and J. Morschhäuser. 1999. Molecular aspects of fluconazole resistance development in Candida albicans. Mycoses 42:453-458.[CrossRef][Medline]
10 - Franz, R., S. L. Kelly, D. C. Lamb, D. E. Kelly, M. Ruhnke, and J. Morschhäuser. 1998. Multiple molecular mechanisms contribute to a stepwise development of fluconazole resistance in clinical Candida albicans strains. Antimicrob. Agents Chemother. 42:3065-3072.[Abstract/Free Full Text]
11 - Kelly, S. L., D. C. Lamb, D. E. Kelly, J. Loeffler, and H. Einsele. 1996. Resistance to fluconazole and amphotericin in Candida albicans from AIDS patients. Lancet 348:1523-1524.[Medline]
12 - Klein, R. S., C. A. Harris, C. B. Small, B. Moll, M. Lesser, and G. H. Friedland. 1984. Oral candidiasis in high-risk patients as the initial manifestation of the acquired immunodeficiency syndrome. N. Engl. J. Med. 311:354-358.[Abstract]
13 - Lopez-Ribot, J. L., E. K. McAtee, L. N. Lee, W. R. Kirkpatrick, T. C. White, D. Sanglard, and T. F. Patterson. 1998. Distinct patterns of gene expression associated with development of fluconazole resistance in serial Candida albicans isolates from human immunodeficiency virus-infected patients with oropharyngeal candidiasis. Antimicrob. Agents Chemother. 42:2932-2937.[Abstract/Free Full Text]
14 - Morschhäuser, J. 2002. The genetic basis of fluconazole resistance development in Candida albicans. Biochim. Biophys. Acta 1587:240-248.[Medline]
15 - Nawrocki, A., S. J. Fey, A. Goffeau, P. Roepstorff, and P. M. Larsen. 2001. The effects of transcription regulating genes PDR1, pdr1-3 and PDR3 in pleiotropic drug resistance. Proteomics 1:1022-1032.[CrossRef][Medline]
16 - Rogers, P. D., and K. S. Barker. 2002. Evaluation of differential gene expression in fluconazole-susceptible and -resistant isolates of Candida albicans using cDNA microarray analysis. Antimicrob. Agents Chemother. 46:3412-3417.[Abstract/Free Full Text]
17 - Rogers, P. D., and K. S. Barker. 2003. Genome-wide expression profile analysis reveals coordinately regulated genes associated with stepwise acquisition of azole resistance in Candida albicans clinical isolates. Antimicrob. Agents Chemother. 47:1220-1227.[Abstract/Free Full Text]
18 - Ruhnke, M., A. Eigler, I. Tennagen, B. Geiseler, E. Engelmann, and M. Trautmann. 1994. Emergence of fluconazole-resistant strains of Candida albicans in patients with recurrent oropharyngeal candidosis and human immunodeficiency virus infection. J. Clin. Microbiol. 32:2092-2098.[Abstract/Free Full Text]
19 - Sanglard, D. 2002. Resistance of human fungal pathogens to antifungal drugs. Curr. Opin. Microbiol. 5:379-385.[CrossRef][Medline]
20 - Sanglard, D., F. Ischer, L. Koymans, and J. Bille. 1998. Amino acid substitutions in the cytochrome P-450 lanosterol 14
-demethylase (CYP51A1) from azole-resistant Candida albicans clinical isolates contribute to resistance to azole antifungal agents. Antimicrob. Agents Chemother. 42:241-253.[Abstract/Free Full Text]
21 - Sanglard, D., K. Kuchler, F. Ischer, J. L. Pagani, M. Monod, and J. Bille. 1995. Mechanisms of resistance to azole antifungal agents in Candida albicans isolates from AIDS patients involve specific multidrug transporters. Antimicrob. Agents Chemother. 39:2378-2386.[Abstract]
22 - Smith, D. J., M. Cooper, M. DeTiani, C. Losberger, and M. A. Payton. 1992. The Candida albicans PMM1 gene encoding phosphomannomutase complements a Saccharomyces cerevisiae sec 53-6 mutation. Curr. Genet. 22:501-503.[CrossRef][Medline]
23 - White, T. C. 1997. Increased mRNA levels of ERG16, CDR, and MDR1 correlate with increases in azole resistance in Candida albicans isolates from a patient infected with human immunodeficiency virus. Antimicrob. Agents Chemother. 41:1482-1487.[Abstract]
24 - White, T. C. 1997. The presence of an R467K amino acid substitution and loss of allelic variation correlate with an azole-resistant lanosterol 14
demethylase in Candida albicans. Antimicrob. Agents Chemother. 41:1488-1494.[Abstract]
25 - White, T. C., K. A. Marr, and R. A. Bowden. 1998. Clinical, cellular, and molecular factors that contribute to antifungal drug resistance. Clin. Microbiol. Rev. 11:382-402.[Abstract/Free Full Text]
Antimicrobial Agents and Chemotherapy, July 2004, p. 2733-2735, Vol. 48, No. 7
0066-4804/04/$08.00+0 DOI: 10.1128/AAC.48.7.2733-2735.2004
Copyright © 2004, American Society for Microbiology. All Rights Reserved.
This article has been cited by other articles:
-
Arana, D. M., Nombela, C., Pla, J.
(2009). Fluconazole at subinhibitory concentrations induces the oxidative- and nitrosative-responsive genes TRR1, GRE2 and YHB1, and enhances the resistance of Candida albicans to phagocytes. J Antimicrob Chemother
0: dkp407v1-dkp407
[Abstract]
[Full Text]
-
Shirtliff, M. E., Krom, B. P., Meijering, R. A. M., Peters, B. M., Zhu, J., Scheper, M. A., Harris, M. L., Jabra-Rizk, M. A.
(2009). Farnesol-Induced Apoptosis in Candida albicans. Antimicrob. Agents Chemother.
53: 2392-2401
[Abstract]
[Full Text]
-
Holmes, A. R., Lin, Y.-H., Niimi, K., Lamping, E., Keniya, M., Niimi, M., Tanabe, K., Monk, B. C., Cannon, R. D.
(2008). ABC Transporter Cdr1p Contributes More than Cdr2p Does to Fluconazole Efflux in Fluconazole-Resistant Candida albicans Clinical Isolates. Antimicrob. Agents Chemother.
52: 3851-3862
[Abstract]
[Full Text]
-
Vergnes, B., Gourbal, B., Girard, I., Sundar, S., Drummelsmith, J., Ouellette, M.
(2007). A Proteomics Screen Implicates HSP83 and a Small Kinetoplastid Calpain-related Protein in Drug Resistance in Leishmania donovani Clinical Field Isolates by Modulating Drug-induced Programmed Cell Death. Mol. Cell. Proteomics
6: 88-101
[Abstract]
[Full Text]
-
Uko, S., Soghier, L. M., Vega, M., Marsh, J., Reinersman, G. T., Herring, L., Dave, V. A., Nafday, S., Brion, L. P.
(2006). Targeted Short-Term Fluconazole Prophylaxis Among Very Low Birth Weight and Extremely Low Birth Weight Infants. Pediatrics
117: 1243-1252
[Abstract]
[Full Text]
-
Liu, T. T., Lee, R. E. B., Barker, K. S., Lee, R. E., Wei, L., Homayouni, R., Rogers, P. D.
(2005). Genome-Wide Expression Profiling of the Response to Azole, Polyene, Echinocandin, and Pyrimidine Antifungal Agents in Candida albicans. Antimicrob. Agents Chemother.
49: 2226-2236
[Abstract]
[Full Text]