| Literature DB >> 16907987 |
Rosângela V Andrade1, Hugo C Paes, André M Nicola, Maria José A de Carvalho, Ana Lúcia Fachin, Renato S Cardoso, Simoneide S Silva, Larissa Fernandes, Silvana P Silva, Eduardo A Donadi, Elza T Sakamoto-Hojo, Geraldo A S Passos, Célia M A Soares, Marcelo M Brígido, Maria Sueli S Felipe.
Abstract
BACKGROUND: Mycelium-to-yeast transition in the human host is essential for pathogenicity by the fungus Paracoccidioides brasiliensis and both cell types are therefore critical to the establishment of paracoccidioidomycosis (PCM), a systemic mycosis endemic to Latin America. The infected population is of about 10 million individuals, 2% of whom will eventually develop the disease. Previously, transcriptome analysis of mycelium and yeast cells resulted in the assembly of 6,022 sequence groups. Gene expression analysis, using both in silico EST subtraction and cDNA microarray, revealed genes that were differential to yeast or mycelium, and we discussed those involved in sugar metabolism. To advance our understanding of molecular mechanisms of dimorphic transition, we performed an extended analysis of gene expression profiles using the methods mentioned above.Entities:
Mesh:
Substances:
Year: 2006 PMID: 16907987 PMCID: PMC1578568 DOI: 10.1186/1471-2164-7-208
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
Mycelium up-regulated genes identified by in silico ESTs subtraction and cDNA microarray.
| PbAEST | Acession Numbers (GenBank) | Annotated function | Number of reads | P-value | Fold change | Accession Number/Best-hit organism/E-value | Functional categories | |
| M | Y | |||||||
| 202 | 1,3-beta-glucosidase* | 7 | 2 | 0.036942 | 12.3 | AAL09828.1/ | Control of cell organization: Cell wall and membrane | |
| 2155 | Peroxisomal membrane protein PEX16 (peroxin-16) | 7 | 0 | 0.004174 | 1.4 | EAL88469.1/ | ||
| 186 | HEX* | 13 | 8 | 0.049272 | 3.4 | EAL91716.1/ | ||
| 2496 | Iron-sulphur cluster nifU-like protein* | 5 | 1 | 0.048854 | 1.7 | EAL90111.1/ | Ion transport | |
| 4179 | Potassium transporter protein* | 0 | 1 | - | 5.2 | CAA08814.1/ | ||
| 1420 | U1 small nuclear ribonucleoprotein | 9 | 1 | 0.00526 | 1.6 | EAL91268.1/ | Transcription | |
| 1029 | Methyltransferase | 32 | 1 | 0.000000 | 2.1 | EAL84975.1/ | Others | |
| 2096 | Unkown | 20 | 1 | 0.000006 | 5.6 | - | ||
| 514 | Unkown | 15 | 1 | 0.000138 | 23.4 | - | ||
| 1045 | Unkown | 13 | 2 | 0.001769 | 24 | - | ||
| 1178 | Unkown | 10 | 0 | 0.000535 | 8.5 | - | ||
| 1664 | Unkown | 10 | 3 | 0.018648 | 2.5 | - | ||
FDR = 4,8% and Q-value < 5%.
Not significant by Audic-Claverie's method.
* Up-regulated genes confirmed by northern blotting.
** Not assayed by cDNA microarray but confirmed as up-regulated in mycelium by northern blotting.
Yeast up-regulated genes identified by in silico ESTs subtraction and cDNA microarray.
| PbAEST | Acession Numbers (GenBank) | Annotated function | Number of reads | P-value | Fold change | Accession Number/Best-hit organism/E-value | Functional categories | |
| M | Y | |||||||
| 1422 | Alpha-1,2-mannosyltransferase (Alg11) | 4 | 11 | 0.019803 | 2.0 | EAL88400.1/ | Control of cellular organization: Cell wall and membrane | |
| 4988 | Alpha 1,3-glucan synthase* | - | 1 | - | 5.7 | AAV52833.1/ | ||
| 2162 | Putative WW domain protein (probable membrane protein) | 4 | 12 | 0.013092 | 3.6 | EAL85876.1/ | ||
| 136 | Involved in cytoskeletal organization and cellular growth (verprolin)* | 4 | 10 | 0.029289 | 4.0 | NP_013441.1/ | ||
| 667 | Adenylylsulphate kinase | 3 | 8 | 0.038949 | 2.1 | EAL90409.1/ | Ion transport and metabolism | |
| 48 | ATP-sulphurylase | 10 | 18 | 0.023038 | 4.8 | EAL92915.1/ | ||
| 2031 | Outer mitochondrial membrane protein porin | 1 | 14 | 0.000207 | 1.3 | XP_323644.1/ | ||
| 2724 | P-type Cu(2+) transporting ATPase* | 0 | 1 | - | 3.8 | NP_009854.1/ | ||
| 635 | ATP citrate lyase | 1 | 7 | 0.014984 | 1.9 | EAL88915.1/ | Energy | |
| 2016 | ATPase inhibitor; Inh1 | 2 | 14 | 0.000835 | 2.7 | NP_010100.1/ | ||
| 563 | Cytochrome c oxidase subunit VII | 11 | 43 | 0.000002 | 2.1 | AAT77147.1/ | ||
| 2398 | Disulfide isomerase | 3 | 8 | 0.038949 | 2.1 | EAL91387.1/ | ||
| 540 | Cytochrome C oxidase biogenesis protein | 0 | 5 | 0.015111 | 1.8 | XP_214182.2/ | ||
| 578 | Pyruvate dehydrogenase e1 component beta subunit | 2 | 7 | 0.033994 | 1.6 | EAL86696.1/ | ||
| 407 | Succinyl-CoA synthetase alpha subunit | 7 | 19 | 0.004468 | 2.6 | EAL91981.1/ | ||
| 284 | Ubiquinol-cytochrome C reductase complex ubiquinonE-binding protein QP-C | 0 | 4 | 0.030475 | 1.5 | EAL90680.1/ | ||
| 378 | Argininosuccinate synthase | 0 | 6 | 0.007492 | 1.7 | NP_229577.1/ | Amino acid metabolism and transport | |
| 1618 | Aromatic-L-amino-acid decarboxylase | 1 | 33 | 0.00000 | 17.2 | EAL86509.1/ | ||
| 125 | Glycine cleavage system h protein | 4 | 9 | 0.042192 | 1.4 | EAL90537.1/ | ||
| 1674 | Aldolase | 5 | 14 | 0.010368 | 37.9 | AAL34519.2/ | C-compound and carbohydrate metabolism | |
| 42 | Phosphoglycerate kinase | 1 | 10 | 0.002512 | 2.6 | EAL90363.1/ | ||
| 9 | Beta-ketoacyl synthase (Cem 1) | 1 | 5 | 0.045709 | 2.2 | EAL87667.1/ | Lipid, fatty-acid and isoprenoid metabolism | |
| 780 | GPR/FUN34 family protein | 0 | 11 | 0.000225 | 14.9 | EAL87502.1/ | ||
| 1989 | Acetyl-coenzyme A synthetase (AcetatE – CoA ligase) (Acyl-activating enzyme) | 1 | 9 | 0.004605 | 2.0 | EAL89682.1/ | ||
| 1550 | NADH-cytochrome b5 reductase | 0 | 6 | 0.007492 | 5.4 | EAL88164.1/ | ||
| 300 | Nucleoside diphosphate kinase | 6 | 58 | 0.00000 | 1.6 | AAP85295.1/ | Nucleotide metabolism | |
| 547 | 6,7-dimethyl-8-ribityllumazine synthase | 0 | 6 | 0.007492 | 1.4 | AAD55372.1/ | Metabolism of vitamins, cofactors, and prosthetic groups | |
| 924 | Coproporphyrinogen III oxidase | 2 | 7 | 0.033994 | 2.7 | EAL88456.1/ | ||
| 867 | NADH pyrophosphatase | 1 | 5 | 0.045709 | 5.7 | EAL85969.1/ | ||
| 1490 | Pyridoxamine 5'-phosphate oxidase | 0 | 10 | 0.000453 | 3.5 | AAC28862.1/ | ||
| 447 | NADH:ubiquinone oxidoreductase B18 subunit | 1 | 10 | 0.002512 | 1.4 | EAL92195.1/ | ||
| 488 | Exonuclease II | 1 | 5 | 0.045709 | 1.9 | EAL85993.1/ | Transcription, translation and ribosome structure | |
| 165 | RNP domain protein | 3 | 13 | 0.003962 | 1.8 | EAL89070.1/ | ||
| 2436 | Splicing factor u2af 35 kd subunit | 2 | 7 | 0.033994 | 2.5 | EAL86523.1/ | ||
| 253 | Zinc finger, C3HC4 type | 0 | 5 | 0.015111 | 1.4 | NP_593329.1/ | ||
| 551 | Ribosomal protein L35** | 5 | 10 | 0.044755 | - | AAL08563.1/ | ||
| 979 | 60S ribosomal protein L7/L12 precursor | 1 | 8 | 0.008358 | 1.3 | EAL89813.1/ | ||
| 175 | Complex I intermediatE-associated protein CIA30 precursor | 4 | 15 | 0.003399 | 5.6 | EAL92946.1/ | Protein fate and Secretion | |
| 832 | Glutathione S transferase | 1 | 7 | 0.014984 | 2.0 | NP_588171.1/ | ||
| 2387 | Non-classical export protein (Nce1) | 1 | 7 | 0.014984 | 55.6 | EAL87256.1/ | ||
| 1823 | Profilin | 1 | 5 | 0.045709 | 1.3 | NP_014765.1/ | ||
| 4188 | Mating type protein (MAT1–2)* | 1 | 0 | - | 8.0 | EAL89707.1/ | Mating Type | |
| 50 | Cu-Zn superoxide dismutasE-related* | 0 | 8 | 0.001842 | 2.1 | CAB97297.1/ | Virulence and oxidative stress | |
| 2059 | Ribosome associated protein (Stm1) | 6 | 31 | 0.000007 | 1.7 | EAL92489.1/ | Others | |
| 2005 | Signal peptide protein | 1 | 6 | 0.026442 | 2.3 | EAL93249.1/ | ||
| 39 | Unknown | 0 | 6 | 0.007492 | 2.2 | - | ||
| 33 | Unknown | 0 | 8 | 0.001842 | 3.1 | - | ||
| 1442 | Unknown | 3 | 16 | 0.000836 | 4.5 | - | ||
| 2399 | Unknown | 1 | 5 | 0.045709 | 2.5 | - | ||
| 512 | Unknown | 0 | 6 | 0.007492 | 4.3 | - | ||
| 639 | Unknown | 0 | 7 | 0.003715 | 1.7 | - | ||
| 718 | Unknown | 0 | 6 | 0.007492 | 1.8 | - | ||
| 765 | Unknown | 0 | 10 | 0.000453 | 3.9 | - | ||
| 529 | Unknown | 1 | 5 | 0.045709 | 18.8 | - | ||
FDR = 4,8% and Q-value < 5%.
Not significant by Audic-Claverie's method.
* Up-regulated genes confirmed by northern blotting.
** Not assayed by cDNA microarray but confirmed as up-regulated in yeast by northern blotting.
Figure 1Northern blot analysis of mycelium and yeastup-regulated genes of . Total RNA samples from both mycelium (M) and yeast (Y) were blotted onto nylon membranes and hybridised against gene-specific radiolabelled probes: (a) Control of cell organisation: hex – Hexagonal peroxisome protein, bgl –1,3 beta-glucosidase, ags – alpha 1,3-glucan synthase, cda – Chitin deacetylase, vrp – Verprolin; (b) Ion transporters: isc –Iron-sulphur cluster-like protein, ktp – Potassium transporter, pct – Putative P-type Cu(2+) transporting ATPase; (c) Sulphur metabolism: chs – Choline sulphatase, ats – ATP sulphurylase. The constitutive 60S ribosomal protein L34 was used as a loading control.
Figure 2Up-regulated genes encoding enzymes from the cysteine . Arrows indicate enzymes identified as up-regulated both by in silico subtraction, cDNA microarray and confirmed by northern blotting experiments. (*) enzyme identified as up-regulated by both in silico subtraction and cDNAs microarray but not assayed by northern blotting. (**) indicates an enzyme not found in the transcriptome of P. brasiliensis.
Figure 3Cell differentiation of . The fungus was grown in four different concentrations of sulphate salts (0, 8, 12 and 17 mM; the latter is the original concentration of MVM medium). (A) The appearance of yeast cells was verified daily in the transition from mycelium to yeast after temperature shift to 37°C, (B) The disappearance of yeast cells was verified daily in the transition from yeast to mycelium after temperature shift to 22°C. Triple samples were counted for each time point. The coloured boxes indicate the average of the three samples and bars represent the standard deviation of the mean. As observed, the presence or absence of inorganic sulphate did not affect transition in either direction.
Figure 4Genes involved in cell organisation (cell wall, membrane and cytoskeleton), sulphur metabolism and ion transport. Genes that were identified as up-regulated in mycelium (22°C) or yeast (36°C) cells of P. brasiliensis are represented by black arrowheads. Electron microscopy was performed by Silva et al. [78].