| Literature DB >> 22069749 |
Jeffrey R Wilkinson1, Shubha P Kale, Deepak Bhatnagar, Jiujiang Yu, Kenneth C Ehrlich.
Abstract
Aflatoxins are carcinogenic secondary metabolites produced by the fungi Aspergillus flavus and Aspergillus parasiticus. Previous studies found that repeated serial mycelial transfer or treatment of A. parasiticus with 5-azacytidine produced colonies with a fluffy phenotype and inability to produce aflatoxins. To understand how these treatments affect expression of genes involved in aflatoxin production and development, we carried out expressed sequence tag (EST)-based microarray assays to identify genes in treated clones that are differentially expressed compared to the wild-type. Expression of 183 genes was significantly dysregulated. Of these, 38 had at least two-fold or lower expression compared to the untreated control and only two had two-fold or higher expression. The most frequent change was downregulation of genes predicted to encode membrane-bound proteins. Based on this result we hypothesize that the treatments cause changes in the structure of cellular and organelle membranes that prevent normal development and aflatoxin biosynthesis.Entities:
Keywords: fluffy phenotype; secondary metabolism; 5-azacytidine; Aspergillus parasiticus; aflatoxin; microarray
Mesh:
Substances:
Year: 2011 PMID: 22069749 PMCID: PMC3202869 DOI: 10.3390/toxins3080932
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Figure 1Microarray experimental design. A. parasiticus wild-type (WT) and clones from serial mycelial transfer (SerTrans), and 5-azacytidine-treated (5-AC) fungi were grown for 16 and 24 h on PDA medium. The average amount of aflatoxin produced across all six replicates is indicated within the circles. RNA was isolated from the mycelia at each time point and cDNAs were labeled with Cy3 (solid end of arrow) or Cy5 (arrowhead) dyes prior to microarray assay (ppm = parts per million).
Primers used for qRT-PCR.
| NCBI or TIGR Number | Sequence (5' to 3') | Product size (bp) | |
|---|---|---|---|
| TGACTCTCCTTTTGCCGAATGT | 250 | ||
| GGGAATGGCAACGGTGGGCG | |||
| XM_001824706 (TC9112) | TATGAGCCCCAACGCAACAGACAG | 268 | |
| CGGGTACGGCTCATTAGAAGGAC | |||
| XM_002372755(TC10739) | GCCCCAGCTTACCAAACGAGA | 336 | |
| AGGGATGAGGGGGAATGAAGTG | |||
| XM_002373878(TC10202) | TGCGGGAAATAATACGACAGGAA | 359 | |
| AAAGTAGCGACCCGGGCAGTAGTG | |||
| XM_002380627(TC11938) | GACCGCATCGTGGCTTTTCTAC | 334 | |
| AAGCATCATTCGTCATTCGTTCTG | |||
| XM_002374352(TC9364) | CCCACCGAAGACCTGACCTACAT | 322 | |
| CTGCCATCTGCCAAACTCCATTA | |||
Comparison of aflatoxin cluster gene expression in treated and untreated A. parasiticus SU1 detected on microarraya.
| Gene | Ratios | Probabilities b | ||
|---|---|---|---|---|
| Untreated
| Untreated
| Untreated
| Untreated
| |
| 1.22 | 1.10 | 0.4388 | 0.3307 | |
| 1.76 | 1.59 | 0.0018 | 0.0015 | |
| 1.29 | 1.12 | 0.3367 | 0.3465 | |
| 1.32 | 1.11 | 0.3321 | 0.2423 | |
| 1.31 | 1.17 | 0.2902 | 0.4271 | |
| 1.25 | 1.18 | 0.3835 | 0.2162 | |
| 1.33 | 1.15 | 0.1235 | 0.0835 | |
| 1.33 | 1.25 | 0.1929 | 0.0493 | |
| 1.37 | 1.12 | 0.0768 | 0.1850 | |
| 1.24 | 0.95 | 0.2552 | 0.8827 | |
| 2.49 | 2.16 | 0.4722 | 0.5134 | |
| 1.26 | 1.09 | 0.1828 | 0.1875 | |
| 1.24 | 1.07 | 0.4882 | 0.4211 | |
| 1.41 | 1.12 | 0.0570 | 0.0620 | |
| 1.33 | 1.07 | 0.0553 | 0.2726 | |
| 1.35 | 1.28 | 0.0422 | 0.0741 | |
| 1.37 | 1.08 | 0.0385 | 0.2716 | |
| 1.34 | 1.25 | 0.2363 | 0.1889 | |
| 1.35 | 1.31 | 0.1566 | 0.0602 | |
| 1.27 | 1.08 | 0.2264 | 0.1826 | |
| 1.32 | 1.10 | 0.3869 | 0.3722 | |
| 1.26 | 1.05 | 0.1547 | 0.1843 | |
| 1.23 | 1.10 | 0.7285 | 0.9483 | |
| 1.16 | 1.08 | 0.5312 | 0.8985 | |
| 1.24 | 1.15 | 0.1683 | 0.1181 | |
a Genes are in the 70 kb aflatoxin biosynthetic cluster. Their functions have been previously described [16]; b Probability determinations for microarray experiments were done as previously described [47]; * Differential expression was confirmed by qRT-PCR.
Genes differentially expressed in wild-type and 5-azacytidine (5-AC)-treated and serial mycelial transfer clonesa.
| TC Number or EST b | Best Match GenBank c | Putative Protein | Ratios d | Probabilities d | ||
|---|---|---|---|---|---|---|
| Untreated
| Untreated
| Untreated
| Untreated
| |||
| TC8344 | XM_001824592 | HET&ankyrin domain protein | 10.02 | 8.53 | 0.0000 | 0.0000 |
| TC10739 * | XM_002372755 | Ankyrin repeat-containing protein | 5.69 | 4.52 | 0.0000 | 0.0000 |
| TC9364 * | XM_002374352 | FG-GAP (integrin) repeat protein | 4.79 | 3.97 | 0.0000 | 0.0000 |
| TC9256 | XM_002375859 | Nitrite reductase (NiiA) | 4.58 | 3.38 | 0.0000 | 0.0000 |
| NAGAO52TV | XM_002380681 | Polysaccharide synthase Cps1 | 4.54 | 4.72 | 0.0000 | 0.0000 |
| TC10370 | XM_002384463 | Opsin | 4.18 | 3.49 | 0.0000 | 0.0000 |
| TC8557 | XM_001827098 | alpha1,3-glucan synthase | 3.71 | 2.62 | 0.0000 | 0.0000 |
| TC10767 * | XM_003096248 | Integral membrane protein | 3.54 | 2.49 | 0.0000 | 0.0002 |
| TC10268 | XM_002383371 | 12 kda heat shock protein | 3.53 | 3.48 | 0.0000 | 0.0000 |
| TC9112 * | XM_001824706 | GPI-anchored protein | 3.45 | 3.00 | 0.0000 | 0.0000 |
| TC10523 | XM_002374369 | Integral membrane prot-exocytic transport from Golgi | 3.40 | 3.53 | 0.0000 | 0.0000 |
| NAGCY20TV | XM_002379925 | Gal4 transcription factor-AFLA_139560 | 3.28 | 3.20 | 0.0000 | 0.0000 |
| NAGAE41TV | XM_002382445 | Calcium binding protein Caleosin | 3.23 | 3.09 | 0.0000 | 0.0000 |
| TC10524 | XM_002374369 | Exocytic transport protein | 3.21 | 3.28 | 0.0000 | 0.0000 |
| TC10334 | XM_002379834 | GABA-permease | 3.11 | 2.69 | 0.0000 | 0.0000 |
| TC11140 | XM_002383723 | MFS-transporter-related | 3.02 | 2.18 | 0.0000 | 0.0007 |
| TC11938 * | XM_002380627 | EsdC | 2.98 | 2.71 | 0.0000 | 0.0000 |
| NAFCO41TV | XM_001819214 | Transcriptional regulatory protein pro1 (HLH protein) | 2.88 | 2.35 | 0.0000 | 0.0000 |
| TC11262 | XM_002384600 | Helix-loop-helix DNA-binding domain protein | 2.75 | 2.40 | 0.0000 | 0.0001 |
| TC10225 | XM_003189329 | SH3 domain kinase binding protein (predicted membrane protein) | 2.70 | 2.47 | 0.0000 | 0.0000 |
| TC8802 | XM_002378642 | Ser-thr rich protein AOS28(solid-state culture specific gene) | 2.66 | 2.63 | 0.0000 | 0.0000 |
| TC11294 | XM_002384659 | Arrestin domain protein | 2.54 | 1.92 | 0.0000 | 0.0007 |
| TC8781 | XM_002375350 | MAPEG superfamily protein pfam01124 | 2.45 | 1.81 | 0.0000 | 0.0003 |
| TC10523 | XM_002374369 | Hypothetical protein | 2.40 | 2.54 | 0.0000 | 0.0000 |
| TC10950 | XM_002377280 | RTA domain protein (RTA1 superfamily, pfam04479) | 2.15 | 1.82 | 0.0000 | 0.0000 |
| TC8911 | XM_002383317 | Aspartic endopeptidase; aspartyl proteinase | 2.13 | 1.82 | 0.0000 | 0.0002 |
| TC8680 | XM_002382580 | GPI-anchored glycoprotein (AFLA_004200) | 2.03 | 1.98 | 0.0000 | 0.0000 |
| TC9120 | XM_002381180 | bZIP transcription factor ATFB (atf21, AFLA_094010) | 2.02 | 1.96 | 0.0000 | 0.0000 |
| TC8511 | XM_002383753 | Hypothetical protein | 1.92 | 2.11 | 0.0000 | 0.0000 |
| NAFBR39TV | XM_002378094 | alpha/beta hydrolase domain protein | 1.90 | 1.66 | 0.0000 | 0.0002 |
| TC9105 | XM_001824752 | Hypothetical protein | 1.87 | 1.96 | 0.0000 | 0.0000 |
| TC10397 | XM_002379378 | PHD finger and SET domain protein | 1.67 | 1.75 | 0.0000 | 0.0000 |
| TC9269 | XM_002384586 | Metallophophodiesterase (AFLA_119200) | 1.66 | 1.55 | 0.0000 | 0.0001 |
| TC9718 | XM_002372994 | CVNH superfamily (cyanovirin-N family, pfam08881) | 0.53 | 0.61 | 0.0000 | 0.0001 |
| NAFEY64TV | XM_002377133 | Asparagine synthase (glutamine-hydrolyzing) | 0.49 | 0.52 | 0.0001 | 0.0003 |
a Only genes expressed at the 99.9% confidence level with ratio of 1.5-fold or higher or 0.5 or lower are shown. A star (*) indicates that the difference was confirmed by qRT-PCR; b DNA sequence labels correspond to expressed sequence tags (EST) or tentative consensus sequences (TC) as per the DFCI A. flavus Gene Index (http://weir.statgen.ncsu.edu/cgi-bin/gbrowse/aflavus_dec_2005/#search); c Matches to GenBank sequences were based on Blast of the EST sequence against the GenBank Nucleotide collection (http://blast.ncbi.nlm.nih.gov/Blast.cgi?PROGRAM=blastn&BLAST_PROGRAMS=megaBlast&PAGE_TYPE=BlastSearch&SHOW_DEFAULTS= on&BLAST_); d Ratios and probabilities are for data from the 16 h time point. Substantially similar data were obtained at 24 h.
Comparison of expression of some known genes involved in secondary metabolism, and fungal development.
| Gene | Ratios | Probabilities | Expressed Sequence Tag (EST) | GenBank Accession Number | AFLA # | |||
|---|---|---|---|---|---|---|---|---|
| Untreated
| Untreated
| Untreated
| Untreated
| |||||
| 0.75 | 0.77 | 0.8998 | 0.8874 | Unknown | XM_002374798 | 033290 | ||
| 0.41 | 0.40 | 0.0002 | 0.0002 | TC9243 | XM_002375064 | 035950 | ||
| 0.76 | 0.68 | 0.0307 | 0.0041 | TC11465 | XM_002380164 | 066460 | ||
| 1.83 | 0.99 | 0.0145 | 0.9512 | TC10891 | XM_002376000 | 020210A | ||
1 Another gene encoding a LaeA-like protein (AFLA_121330) is found in the fungal genome but was not annotated on the EST microarray.
Figure 2Model to explain how the dysregulated genes in the microarray study might affect aflatoxin production and conidiophore development. Abbreviations: HSPs, heat shock proteins; PKs, protein kinases; CSN, COP9 signalosome involved in protein degradation or prevention from degradation; TF, transcription factor; HLH-DBP, helix-loop-helix DNA-binding protein; TAFs, transcription-activating factors.