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Indian Journal of Microbiology logoLink to Indian Journal of Microbiology
. 2013 Apr 21;54(1):41–45. doi: 10.1007/s12088-013-0408-x

Identification of Genes Differentially Expressed Between Ochratoxin-Producing and Non-Producing Strains of Aspergillus westerdijkiae

Daniele Sartori 1, Fernanda Pelisson Massi 1, Larissa Souza Ferranti 1, Maria Helena P Fungaro 1,
PMCID: PMC3889852  PMID: 24426165

Abstract

Approximately 70 % of Aspergillus westerdijkiae strains are able to produce ochratoxin A (OTA), a nephrotoxic and carcinogenic mycotoxin which have been found in cereal and food commodities. Despite of its importance there is, up to now, no information available about which genes are differentially expressed between A. westerdijkiae ochratoxin-producing and non-producing strains. Using cDNA RDA approach we successfully sequenced 231 raw ESTs expected to be enriched in the ochratoxin-producing strain. BLASTX searches against the public databases showed that of these, 205 ESTs (79 %) exhibited significant similarities with proteins of known functions, 28 ESTs (11 %) had matches to hypothetical proteins, and the remaining 27 ESTs (10 %) had no significant hits. EST alignment resulted in a total of 14 non-redundant consensus sequences. Three putative genes encoding oxidoreductases were validated as up-expressed in the OTA producer strain using RT-qPCR approach. The expression of the putative genes encoding a cytochrome P450 family protein, 3-hydroxyphenylacetate-6-hydroxylase, and endoplasmic reticulum oxidoreductin were higher (32-, 2.8- and 20-fold respectively) in the OTA producer strain compared to the non-producer strain.

Keywords: Ochratoxin, Aspergillus westerdijkiae, RDA, Oxidoreductases

Introduction

Aspergillus westerdijkiae is a filamentous fungus that was dismembered from the A. ochraceus taxa [1]. Several strains of A. westerdijkiae, about 70 %, are able to produce ochratoxin A (OTA), a nephrotoxic and carcinogenic mycotoxin that have been found in cereal and food commodities.

Interesting, the cause of the variation of this capability is unknown until now. OTA is a polyketide-derived secondary metabolite consisting of a chlorinated isocoumarin derivative linked to l-phenylalanine. Polyketides are a large class of secondary metabolites assembled by the activity of polyketide synthases (PKS) via a common mechanism that involves the sequential condensation of small carboxylic acids. Some important functional groups are added to polyketide skeletons in post-PKS tailoring steps to complete the final molecules [2]. Despite of its importance, only a small number of genes were designed to be involved in the biosynthetic pathway of OTA in Aspergillus species. These include P450 monoxygenase, non-ribosomal peptide synthetase, chloroperoxidase and polyketide synthase genes [36].

Subtractive cDNA library has been used to identify specific differentially expressed genes in various fungal species [710].

In the present study, our aim was to identify differences in gene expression between A. westerdijkiae OTA-producing and non-producing strains grown under permissive conditions for OTA production.

Materials and Methods

Strains and Culture Conditions

The A. westerdijkiae strains UEL91 (OTA producer) and ITAL163 (OTA non-producer) were used for the construction of the RDA library. For the construction of the RDA library, conidia were inoculated (a density of approximately 107 mL−1) into 250 mL Erlenmeyer flasks containing 100 mL of YES medium (20 g L−1 yeast extract, 200 g L−1 sucrose). The strains were grown at 25 °C for 96 h in darkness without shaking.

RAPD Analysis

For RAPD analysis, total fungal DNA extraction was performed according to [11]. Randomly amplified polymorphic DNA (RAPD) analysis was performed as described by Fungaro et al. [12].

cDNA Subtracted Library

Based on previous results of the kinetics of OTA production by UEL91 strain on YES mediun, 96 h was chosen as the time point for extracting total RNA for library construction. Mycelium of both strain were used for isolation of total RNA using Trizol reagent (Invitrogen). cDNA was prepared from total RNA using the SMART PCR Synthesis Kit (Clontech Laboratories) according to the manufacturer’s instructions. Briefly, cDNA from an OTA producing strain (UEL91) was used as the tester and cDNA from OTA non-producing strain (ITAL163) was used as the driver. A double-stranded cDNA sample of each strain was digested with MboI (Invitrogen Life Technologies), but only the tester cDNA was ligated to the JBam24/12 adapters (Table 1). The first differential product (DP1) was obtained by hybridization (18 h at 67 °C) of the tester and driver cDNAs mixed at a 1:10 ratio, followed by PCR amplification using JBam24 primer. To generate the second (DP2) differential product, RBam24/12 adapters were ligated to the tester and the hybridization was performed at a 1:100 tester/driver ratio.

Table 1.

List of primers used in this study

Name Sequence 5′–3′ Annealing temperature (°C)
JBam-12 GATCCGTTCATG
JBam-24 ACCGACGTCGACTATCCATGAACG
Rbam-12 GATCCTCGGTGA
Rbam-24 AGCACTCTCCAGCCTCTCTCACCGAG
P450-EST4-F TTGTAGGGTTGCTGCGATT 60
P450-EST4-R GCCAACAACAAGGAAAGCC 60
P450-EST5-F GTTGCTCTATCCACCGTTCT 60
P450-EST5-R CTTTACAGTTCTTCGCCTCG 60
Oxi-1-EST9-F CCAAACTGTGCGAAATGCGG 60
Oxi-1-EST9-R GACGAGACGAAGAACGGCGA 60
G3PDH-F CGGCTTCGGTCGTATTGG 60
G3PDH-R TGGAGGAGGGGATGATGTT 60

Cloning and Sequencing of RDA Products

The final RDA products (DP2) were cloned using the TOPO TA Cloning for Sequencing Kit (Invitrogen Life Technologies) according to the manufacturer’s instructions. Cloned inserts were sequenced by a standard protocol using BigDye terminator (Applied Biosystems, Foster City, CA). The resulting sequences were compared to the Genbank database using the BLASTX and BLASTN algorithms at the National Center for Biotechnology Information (NCBI). Sequences returning matches with an E-value ≤10−5 were annotated and classified based on their putative molecular function and/or biological process.

Reverse Transcriptase Quantitative Real Time PCR for Gene Expression Comparisons Between OTA Producer and Non-Producer Strains After Grown in Permissive Medium

For reverse transcriptase quantitative real time PCR (RT-qPCR), RNA from the strains UEL91 and ITAL163, grown for 96 h at 25 °C on YES medium, was extracted using Trizol reagent (Invitrogen). First-strand cDNA synthesis was performed with reverse transcriptase (RT M-MLV, Invitrogen) using 1 μg of total RNA as the template as according to the manufacturer’s protocol.

Real time qPCR reactions were performed in a PTC 200 DNA Engine Cycler using a Chromo4 Detection System (MJ Research). The oligonucleotides utilized in these experiments are listed in Table 1. The Platinum® SYBR® Green qPCR Supermix-UDG (Invitrogen Life Technologies) was used as the reaction mixture to which 0.4 μM of each primer and 2 μL of template cDNA was added to make a final volume of 25 μL. The data were normalized to glyceraldehyde-3-phosphate-dehydrogenase (GAPDH) cDNAs amplified in each set of PCRs experiments. The relative expression data were obtained using the 2−ΔΔCT method. All the experiments were performed with two independent cultures, and each cDNA sample was analyzed in two technical replicates for each primer pair.

Results and Discussion

Here we describe the application of cDNA RDA to identify genes differentially expressed between OTA producer and non-producer strains of A. westerdijkiae after growing in YES medium. The strains UEL91 and ITAL163 were selected for the purpose of this research because they showed expressive level of genetic similarity as revealed by RAPD profiles, but contrasted for their ability to produce OTA. This tactic was chosen as an alternative to that adopted by other authors [5, 13], who have made comparisons of gene expression in a single strain growing in two different media (permissive and restrictive medium for OTA production) in order to minimize the detection of transcripts not related to OTA biosynthesis.

Approximately 231 raw ESTs expected to be enriched in the UEL91 strain were successfully sequenced. BLASTX searches against the public databases showed that of these, 205 ESTs (79 %) exhibited significant similarities with proteins of known functions, 28 ESTs (11 %) had matches to hypothetical proteins, and the remaining 27 ESTs (10 %) had no significant hits. EST alignment resulted in a total of 14 non-redundant consensus sequences, which were compared to the Genbank database using the BLASTX algorithm. Only the sequences returning matches with an E-value ≤10−5 were annotated and classified based on their putative molecular function and/or biological process using the Gene Ontology Classification System. Table 2 lists the identity of the sequences isolated.

Table 2.

Summary of computational analysis of sequenced inserts from the cDNA-RDA library, enriched with the OTA-producing strain of Aspergillus westerdijkiae

EST designation Putative molecular function and/or biological processa Description Best hit/number accessb E valuec Identity (%) Redundancy
EST1 Catabolism protein Proteasome component Pre 6 putative Aspergillus nidulans FGSC A4 CBF73792 3e−47 94 68
EST2 Metabolism AMP-binding enzyme putative Aspergillus flavus NRRL3357 XP002378810 1e−163 81 60
EST3 Transferase activity N-glycosyl-transferase Aspergillus nidulans FGSC A4 CBF77614 3e−74 93 23
EST4 Metabolism/carrier electron Cytochrome P450 family protein putative Aspergillus oryzae 3.042 EIT781661 3e−106 71 20
EST5 Metabolism/carrier electron Cytochrome P450 phenylacetate hydroxylase putative Aspergillus oryzae RIB40 XP001818548 2e−103 85 1
EST6 Intracell sinalizator Cell division control protein Cdc25/Ras1 guanine nucleotide exchange factor putative Aspergillus oryzae RIB40 XP001822457 3e−63 75 20
EST7 Glutamate metabolism Glutamate descarboxylase I Aspergillus oryzae RIB40 XP001826915 4e−103 94 7
EST8 Metabolism/carrier electron Pyridine nucleotide-disulphide oxidoreductin family protein, putative Aspergillus fumigatus CAE47920 1e−136 90 5
EST9 Protein folding/electron carrier activity ER oxidoreductin Aspergillus clavat usXP001276620 4e−52 97 1
EST10 Conserved hypothetical protein Aspergillus flavus NRRL3357 XP002375216 4e−09 74 1
EST11 Conserved hypothetical protein Aspergillus fumigatus XP752544 8e−53 65 16
EST12 Conserved hypothetical protein Aspergillus fumigatus XP753856 7e−44 68 5
EST13 Conserved hypothetical protein Neosartorya fischeri XP001265177 7e−49 83 2
EST14 Conserved hypothetical protein Aspergillus nidulans XP661540 1e−13 49 2

aPutative molecular function and/or biological process

bAccession number of the gene products in the GenBank database

c E value according to information from BLASTX searches of the non redundant database at NCBI

We did not identify any gene sequences previously substantiate to be involved in the biosynthetic pathway of OTA in A. westerdijkiae (= A. ochraceus) [3, 6, 13]. However among all of the ESTs here identified, three of them (EST4, EST5 and EST9) particularly attracted our attention. The EST4 and EST5 encode cytochrome P450 enzymes (CYPs) and EST9 encodes an oxidoreductin.

As revised by Cresnar and Petric [14], CYPs have been described as implicated in many cellular processes and playing diverse roles. These enzymes catalyze the conversion of hydrophobic intermediates of primary and secondary metabolic pathways, detoxify natural and environmental pollutants and allow fungi to grow under different conditions [15]. Regarding to mycotoxins, the genes associated with their biosynthesis are often found physically linked or clustered within a giving region of a genome. Many studies have been done on deciphering gene clusters encoding enzymes involved in mycotoxins production [1618]. Exhaustive studies on aflatoxin B1 (AFB1) biosynthesis revealed that six CYPs are involved [18]. As mentioned, it has also been suggested that two putative p450-type monooxygenase genes, p450-H11 and p450-B03, may be involved in OTA biosynthesis in A. ochraceus [6]. On the other hand, cytochrome P450 may be accumulated in response to mycotoxins because chemical detoxifications are important mechanisms to protect fungal cells against self-toxicity [19].

Two CYPs were identified in the present study as up-expressed in OTA production strain. The EST4, (GenBank accession number GU644491) which represents 8.6 % of RDA clones analyzed, showed high identity (71 %) to an A. oryzae cytochrome P450 family protein (CYPX) whose function is unknow. The EST5, (GenBank accession number GU644492) which represents 0.4 % of RDA clones analyzed, showed high identity (85 %) to an A. oryzae 3-hydroxyphenylacetate-6-hydroxylase (CYP504B1) which is involved in the degradation of aromatic compounds. This enzyme converts 3-hydroxy- and 3,4 hydroxyphenylacetate to homogentisate and 2,3,5, trihydroxyphenylacetate, respectively [14]. To confirm that the two putative CPYs genes identified in the present study are differentially expressed in the OTA producer strain, we used quantitative real time RT-PCR (RT-qPCR), to compare transcription levels between the UEL91 and ITAL163 strains after growing in permissive YES liquid medium. The expression of the genes encoding EST4 and EST5 were higher (32.0- and 2.8-fold respectively) in the OTA producer strain compared to the non-producer strain.

Another gene transcript, the EST9 (GenBank accession number GU644490) enriched in the UEL91 strain also attracted our concentration. The EST9, which represents 0.4 % of RDA clones analyzed, showed high identity (97 %) to an A. clavatus endoplasmic reticulum oxidoreductin 1 (ERO1), which is implicated in protein folding. To confirm that the ERO1 gene is differentially expressed in the OTA producer strain we used the RT-qPCR approach. The expression of the gene encoding EST9 were higher (20-fold) in the OTA producer strain compared to the non-producer strain.

Concluding, we report herein the results of the first effort to identify genes that are differentially expressed between OTA producer and non-producer strains of A. westerdijkiae. Three putative genes encoding oxidoreductases were validated as up-expressed in the OTA producer strain using the RT-qPCR approach. Information generated in our study provides substance for future works, mainly to reveal the functionalities of these gene products and their utility to monitor OTA production in agricultural commodities.

Acknowledgments

This work was supported by Grants and fellowships from the Brazilian institutions, Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) and Fundação Araucária.

References

  • 1.Sartori D, Taniwaki MH, Iamanaka B, Fungaro MHP. Molecular Identification of fungi. Berlin: Springer; 2010. Molecular diagnosis of ochratoxigenic fungi; pp. 195–212. [Google Scholar]
  • 2.Huffman J, Gerber R, Du L. Recent advancements in the biosynthetic mechanisms for polyketide-derived mycotoxins. Biopolymers. 2010;93:764–766. doi: 10.1002/bip.21483. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Bacha N, Atoui A, Mathieu F, Liboz T, Lebrihi A. Aspergillus westerdijkiae polyketide synthase gene “aoks1” is involved in the biosynthesis of ochratoxin A. Fungal Genet Biol. 2009;46:77–84. doi: 10.1016/j.fgb.2008.09.015. [DOI] [PubMed] [Google Scholar]
  • 4.Gallo A, Perrone G, Solfrizzo M, Epifani F, Abbas A, Dobson ADW, Mulè G. Characterization of a pks gene which is expressed during ochratoxin A production by Aspergillus carbonarius. Int J Food Microbiol. 2009;129:8–15. doi: 10.1016/j.ijfoodmicro.2008.10.022. [DOI] [PubMed] [Google Scholar]
  • 5.O’Callaghan J, Caddick MX, Dobson DW. A polyketide synthase gene required for ochratoxin A biosynthesis in Aspergillus ochraceus. Microbiology. 2003;149:3485–3491. doi: 10.1099/mic.0.26619-0. [DOI] [PubMed] [Google Scholar]
  • 6.O’Callaghan J, Stapleton PC, Dobson ADW. Ochratoxin A biosynthetic genes in Aspergillus ochraceus are differentially regulated by pH and nutritional stimuli. Fung Genet Biol. 2006;43:213–221. doi: 10.1016/j.fgb.2005.11.005. [DOI] [PubMed] [Google Scholar]
  • 7.Crespo-Sempere A, González-Candelas L, Martínez-Culebras PV. Genes differentially expressed by Aspergillus carbonarius strains under ochratoxin A producing conditions. Int J Food Microbiol. 2010;142:170–179. doi: 10.1016/j.ijfoodmicro.2010.06.019. [DOI] [PubMed] [Google Scholar]
  • 8.da Silva Coelho I, de Queiroz MV, Costa MD, Kasuya MC, de Araújo EF. Identification of differentially expressed genes of the fungus Hydnangium sp. during the pré-symbiotic phase of the ectomycorrhizal association with Eucalyptus grandis. Mycorrhiza. 2010;20(8):531–540. doi: 10.1007/s00572-010-0301-y. [DOI] [PubMed] [Google Scholar]
  • 9.Chen H, Yin Y, Li Y, Mahmud MS, Wang Z. Identification and analysis of genes differentially expressed in the Spodoptera litura fat body in response to the biocontrol fungus, Nomuraea ruleyi. Comp Biochem Physiol B. 2012;163(2):203–210. doi: 10.1016/j.cbpb.2012.05.018. [DOI] [PubMed] [Google Scholar]
  • 10.Vieira PM, Coelho ASG, Steindorff AS, de Siqueira SJL, Silva RN, Ulhoa CJ. Identification of differentially expressed genes from Trichoderma harzianum during growth on cell wall of Fusarium solani as a tool for biotechnological application. BMC Genom. 2013;14:177. doi: 10.1186/1471-2164-14-177. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Ferri DV, Munhoz CF, Neves PMO, Ferracin LM, Sartori D, Vieira MLC, Fungaro MHP. Genetic variability of Beauveria bassiana and a DNA marker for environmental monitoring of a highly virulent isolate against Cosmopolites sordidus. Indian J Microbiol. 2012;52(4):569–574. doi: 10.1007/s12088-012-0292-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Fungaro MHP, Vieira MLC, Pizzirani-Kleiner AA, Azevedo JL. Diversity among soil and insect isolates of Metarhizium anisopliae var. anisopliae detected by RAPD. Lett Appl Microbiol. 1996;22:389–392. doi: 10.1111/j.1472-765X.1996.tb01186.x. [DOI] [Google Scholar]
  • 13.Färber P, Geisen R. Analysis of differentially-expressed ochratoxin A biosynthesis genes of Penicillium nordicum. Eur J Plant Pathol. 2004;110:661–669. doi: 10.1023/B:EJPP.0000032405.21833.89. [DOI] [Google Scholar]
  • 14.Cresnar B, Petric S. Cytochrome P450 enzymes in the fungal kingdom. Biochim Biophys Acta. 2011;1814:29–35. doi: 10.1016/j.bbapap.2010.06.020. [DOI] [PubMed] [Google Scholar]
  • 15.Kelly DE, Krasevec N, Mullins J, Nelson DR. The cypome (Cytochrome P450 complement) of Aspergillus nidulans. Fungal Genet. 2009;46:S53–S61. doi: 10.1016/j.fgb.2008.08.010. [DOI] [PubMed] [Google Scholar]
  • 16.Geisen R, Schmidt-Heydt M, Karolewiez A. A gene cluster of the ochratoxin A biosynthetic genes in Penicillium Mycotoxin Res. 2006;22:134–141. doi: 10.1007/BF02956777. [DOI] [PubMed] [Google Scholar]
  • 17.Ferracin LM, Fier CB, Vieira ML, Monteiro-Vitorello CB, Varani AM, Rossi MM, Muller-Santos M, Taniwaki MH, Iamanaka BT, Fungaro MHP. Strain-specific polyketide synthase genes of Aspergillus niger. Int J Food Microbiol. 2012;155:137–145. doi: 10.1016/j.ijfoodmicro.2012.01.020. [DOI] [PubMed] [Google Scholar]
  • 18.Roze LV, Hong SY, Linz JE. Aflatoxin biosynthesis: current frontiers. Annu Rev Food Sci Technol. 2013;4:293–311. doi: 10.1146/annurev-food-083012-123702. [DOI] [PubMed] [Google Scholar]
  • 19.Wang Z, Yan S, Liu C, Chen F, Wang T. Proteomic analysis reveals an aflatoxin-triggered immune response in cotyledons of Arachis hypogaea infected with Aspergillus flavus. J Proteome Res. 2012;11:2739–2753. doi: 10.1021/pr201105d. [DOI] [PubMed] [Google Scholar]

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