Transcriptome Analysis Unveils Gln3 Role in Amino Acids Assimilation and Fluconazole Resistance in Candida glabrata
1
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
After Candida albicans, Candida glabrata is one of the most common fungal species associated with candidemia in nosocomial infections. Rapid acquisition of nutrients from the host is important for the survival of pathogens which possess the metabolic flexibility to assimilate different carbon and nitrogen compounds. In Saccharomyces cerevisiae, nitrogen assimilation is controlled through a mechanism known as Nitrogen Catabolite Repression (NCR). NCR is coordinated by the action of four GATA factors; two positive regulators, Gat1 and Gln3, and two negative regulators, Gzf3 and Dal80. A mechanism in C. glabrata similar to NCR in S. cerevisiae has not been broadly studied. We previously showed that in C. glabrata, Gln3, and not Gat1, has a major role in nitrogen assimilation as opposed to what has been observed in S. cerevisiae in which both factors regulate NCR-sensitive genes. Here, we expand the knowledge about the role of Gln3 from C. glabrata through the transcriptional analysis of BG14 and gln3Δ strains. Approximately, 53.5% of the detected genes were differentially expressed (DEG). From these DEG, amino acid metabolism and ABC transporters were two of the most enriched KEGG categories in our analysis (Up-DEG and Down-DEG, respectively). Furthermore, a positive role of Gln3 in AAA assimilation was described, as was its role in the transcriptional regulation of ARO8. Finally, an unexpected negative role of Gln3 in the gene regulation of ABC transporters CDR1 and CDR2 and its associated transcriptional regulator PDR1 was found. This observation was confirmed by a decreased susceptibility of the gln3Δ strain to fluconazole.
Abstract
After Candida albicans, Candida glabrata is one of the most common fungal species associated with candidemia in nosocomial infections. Rapid acquisition of nutrients from the host is important for the survival of pathogens which possess the metabolic flexibility to assimilate different carbon and nitrogen compounds. In Saccharomyces cerevisiae, nitrogen assimilation is controlled through a mechanism known as Nitrogen Catabolite Repression (NCR). NCR is coordinated by the action of four GATA factors; two positive regulators, Gat1 and Gln3, and two negative regulators, Gzf3 and Dal80. A mechanism in C. glabrata similar to NCR in S. cerevisiae has not been broadly studied. We previously showed that in C. glabrata, Gln3, and not Gat1, has a major role in nitrogen assimilation as opposed to what has been observed in S. cerevisiae in which both factors regulate NCR-sensitive genes. Here, we expand the knowledge about the role of Gln3 from C. glabrata through the transcriptional analysis of BG14 and gln3Δ strains. Approximately, 53.5% of the detected genes were differentially expressed (DEG). From these DEG, amino acid metabolism and ABC transporters were two of the most enriched KEGG categories in our analysis (Up-DEG and Down-DEG, respectively). Furthermore, a positive role of Gln3 in AAA assimilation was described, as was its role in the transcriptional regulation of ARO8. Finally, an unexpected negative role of Gln3 in the gene regulation of ABC transporters CDR1 and CDR2 and its associated transcriptional regulator PDR1 was found. This observation was confirmed by a decreased susceptibility of the gln3Δ strain to fluconazole.
참고문헌 (41)
- Blackwell M, "The Fungi: 1, 2, 3 5.1 million species?", Am. J. Bot, 98, pp.426~438 (2011)
- Bongomin F, "Global and multi-national prevalence of fungal diseases–Estimate precision", J. Fungi(Basel), 3, pp.57~ (2017)
- Guinea J, "Global trends in the distribution of Candida species causing candidemia", Clin. Microbiol. Infect, 20(Suppl 6), pp.5~10 (2014)
- Fidel PL, "Candida glabrata: Review of epidemiology, pathogenesis, and clinical disease with comparison to C. albicans", Clin. Microbiol. Rev, 12, pp.80~96 (1999)
- Pfaller MA, "Results from the ARTEMIS DISK Global Antifungal Surveillance Study, 1997 to 2007: a 10.5-year analysis of susceptibilities of Candida Species to fluconazole and voriconazole as determined by CLSI standardized disk diffusion", J. Clin. Microbiol, 48, pp.1366~1377 (2010)
- Borst A, "Rapid acquisition of stable azole resistance by Candida glabrata isolates obtained before the clinical introduction of fluconazole", Antimicrob. Agents Chemother, 49, pp.783~787 (2005)
- Kołaczkowska A, "Drug resistance mechanisms and their regulation in non-albicans Candida species", J. Antimicrob. Chemother, 71, pp.1438~1450 (2016)
- Pfaller MA, "Antifungal drug resistance: mechanisms, epidemiology, and consequences for treatment", Am. J. Med, 125(1Suppl), pp.S3~13 (2012)
- Parkinson T, "Fluconazole resistance due to energy-dependent drug efflux in Candida glabrata", Antimicrob. Agents Chemother, 39, pp.1696~1699 (1995)
- Sanglard D, "Role of ATP-binding-cassette transporter genes in high-frequency acquisition of resistance to azole antifungals in Candida glabrata", Antimicrob. Agents Chemother, 45, pp.1174~1183 (2001)
- Miyazaki H, "Fluconazole resistance associated with drug efflux and increased transcription of a drug transporter gene, PDH1, in Candida glabrata", Antimicrob. Agents Chemother, 42, pp.1695~1701 (1998)
- Tsai H-F, "Candida glabrata PDR1, a Transcriptional Regulator of a Pleiotropic Drug Resistance Network, mediates azole resistance in clinical isolates and petite mutants", Antimicrob. Agents Chemother, 50, pp.1384~1392 (2006)
- Vermitsky J-P, "Pdr1 regulates multidrug resistance in Candida glabrata : gene disruption and genome-wide expression studies", Mol. Microbiol, 61, pp.704~722 (2006)
- Cooper TG, "Transmitting the signal of excess nitrogen in Saccharomyces cerevisiae from the Tor proteins to the GATA factors : connecting the dots", FEMS Microbiol. Rev, 26, pp.223~238 (2002)
- Magasanik B, "Nitrogen regulation in Saccharomycescerevisiae", Gene, 290, pp.1~18 (2002)
- Marzluf GA, "Genetic regulation of nitrogen metabolism in the fungi", Microbiol. Mol. Biol. Rev, 61, pp.17~32 (1997)
- Pérez-Delos Santos FJ, "Gln3 is a main regulator of nitrogen assimilation in Candida glabrata", Microbiology, 162, pp.1490~1499 (2016)
- Orta-Zavalza E, "Local silencing controls the oxidative stress response and the multidrug resistance in Candida glabrata", Mol. Microbiol, 88, pp.1135~1148 (2013)
- Schmitt ME, "A rapid and simple method for preparation of RNA from Saccharomyces cerevisiae", Nucleic Acids Res, 18, pp.3091~3092 (1990)
- Martin M, "Cutadapt removes adapter sequences from high-throughput sequencing reads", EMBnet J, 17, pp.10~12 (2011)
- Bolger AM, "Trimmomatic : a flexible trimmer for Illumina sequence data", Bioinformatics, 30, pp.2114~2120 (2014)
- Haas BJ, "De novo transcript sequence reconstruction from RNA-seq using the Trinity platform for reference generation and analysis", Nat. Protoc, 8, pp.1494~1512 (2013)
- Langmead B, "Fast gapped-read alignment with Bowtie 2", Nat. Methods, 9, pp.357~359 (2012)
- Li B, "RSEM : accurate transcript quantification from RNA-Seq data with or without a reference genome", BMC Bioinformatics, 12, pp.323~ (2011)
- Apweiler R, "UniProt : the universal protein knowledgebase", Nucleic Acids Res, 32, pp.D115~D119 (2004)
- Skrzypek MS, "The Candida Genome Database(CGD) : incorporation of Assembly 22, systematic identifiers and visualization of high throughput sequencing data", Nucleic Acids Res, 45, pp.D592~D596 (2017)
- Altschul SF, "Gapped BLAST and PSI-BLAST : a new generation of protein database search programs", Nucleic Acids Res, 25, pp.3389~3402 (1997)
- Yu G, "clusterProfiler : an R package for comparing biological themes among gene clusters", OMICS, 16, pp.284~287 (2012)
- García-Ortega LF, "How many genes are expressed in a transcriptome? Estimation and results for RNA-Seq", PLoS One, 10, pp.e0130262~ (2015)
- "The R Project for Statistical Computing"[URL]
- Robinson MD, "edgeR : a Bioconductor package for differential expression analysis of digital gene expression data", Bioinformatics, 26, pp.139~140 (2010)
- "StoreyLab/qvalue"[URL]
- Chen X, "Robust principal component analysis for accurate outlier sample detection in RNA-Seq data", BMC Bioinformatics, 21, pp.269~ (2020)
- "edgeR: differential analysis of sequence read count data. User’s Guide" (2020)[URL]
- Brunke S, "Histidine degradation via an aminotransferase increases the nutritional flexibility of Candida glabrata", Eukaryot. Cell, 13, pp.758~765 (2014)
- Brunke S, "Candida glabrata tryptophan-based pigment production via the Ehrlich pathway", Mol. Microbiol, 76, pp.25~47 (2010)
- Godard P, "Effect of 21 different nitrogen sources on global gene expression in the yeast Saccharomycescerevisiae", Mol. Cell. Biol, 27, pp.3065~3086 (2007)
- Scherens B, "Identification of direct and indirect targets of the Gln3 and Gat1activators by transcriptional profiling in response to nitrogen availability in the short and long term", FEMS Yeast Res, 6, pp.777~791 (2006)
- Liao W-L, "GLN3 encodes a global regulator of nitrogen metabolism and virulence of C. albicans", Fungal Genet. Biol, 45, pp.514~526 (2008)
- Stanbrough M, "Role of the GATA factors Gln3p and Nil1p of Saccharomyces cerevisiae in the expression of nitrogen-regulated genes", Proc. Natl. Acad. Sci. USA, 92, pp.9450~9454 (1995)
- Hazelwood LA, "The Ehrlich pathway for fusel alcohol production : A century of research on Saccharomyces cerevisiae metabolism", Appl. Environ. Microbiol, 74, pp.2259~2266 (2008)
