Transcriptomic analysis of the exit from dormancy of Aspergillus fumigatus conidia
© Lamarre et al; licensee BioMed Central Ltd. 2008
Received: 05 December 2007
Accepted: 16 September 2008
Published: 16 September 2008
Establishment of aspergillosis is depending upon the exit from dormancy and germination of the conidia of Aspergillus fumigatus in the lung. To gain an understanding of the molecular mechanisms underlying the early steps of conidial germination, we undertook a transcriptomic analysis using macroarrays constructed with PCR fragments from > 3,000 genes (around one third of the annotated A. fumigatus genome).
Major results of this analysis are the following: (i) conidia stored pre-packaged mRNAs transcripts (27% of genes have transcripts in the resting conidia; (ii) incubation at 37°C in a nutritive medium induced up- and down-regulation of genes: 19% of the total number of genes deposited on the array were up-regulated whereas 22% of the genes with pre-packaged mRNA in the resting conidia were down-regulated; (iii) most modifications were seen during the first 30 min of germination whereas very little modification of gene expression occurred during the following hour; (iv) one-year old conidia and one-week old conidia behaved similarly at transcriptional level.
Transcriptomic data indicate that the exit from dormancy is associated with a shift from a fermentative metabolism to a respiratory metabolism as well as a trend toward immediate protein synthesis.
Conidia represent the main reproductive route of the opportunistic fungal pathogen Aspergillus fumigatus . Metabolically inactive, the conidium will produce a new individual by responding to an environmental stimulus, through reactivating the cell biochemical and genetic machineries, a process called germination. Germination of the conidia of A. fumigatus in the lung is a key step in the establishment of aspergillosis. Conidial germination can be divided into four stages: (i) breaking of spore dormancy; (ii) isotropic swelling; (iii) establishment of cell polarity and (iv) formation of a germ tube and maintenance of polar growth [2, 3]. Although conidial germination is a crucial step in the life cycle of all filamentous fungi, it is surprising that the basic molecular steps are poorly understood . Studies focused on the analysis of this process have been very limited, and most of them referred to stages ii to iv.
With the exception of some species like Neurospora crassa, in which germination occurs sporadically in the absence of a specific growth stimulus, germination is initiated when conidia are supplied with the appropriate nutrients (usually fermentable sugars or other carbon sources as acetate, glycerol and starch) in the presence of water and air. This is the case for the Aspergillus species analysed to date . The nutrient signal is recognized by one or many unknown receptors, and transmitted throughout several signal-transduction pathways. In spite of conflicting data, the ras/MAPK and cAMP/PKA pathways seem the main signalling pathways involved in the conidial germination of Aspergillus [4–9].
In Aspergillus nidulans, activation of these pathways leads to the breakdown of the trehalose and the synthesis of glycerol or/and mannitol, concomitant with an increase of the turgor pressure responsible for the swelling of the conidia . Protein synthesis is associated to conidial germination whereas RNA synthesis is apparently not necessary . Those results have suggested the presence in the dormant conidium of a pre-existing pool of mRNAs that are rapidly translated in the presence of nutrient. Such stored mRNAs were shown to be present in A. nidulans conidia by Timberlake  and Zimmermann and co-workers , but none were identified by these authors. Osherov and co-workers  have identified twelve genes with transcripts that are stored in A. nidulans resting conidia. Due to the sequencing of genomes of filamentous fungi, it is now possible to undertake a comprehensive analysis of the conidial mRNAs since they may reveal which proteins need to be translated at the very beginning of germination and control conidium dormancy, an essential event for a general understanding of the biology of filamentous fungi and more generally of key events in the eukaryotic life.
This work is aimed at understanding molecular mechanisms underlying conidial exit from dormancy in the opportunistic pathogen A. fumigatus. In addition to the fundamental interest mentioned above, advances in the field should also have applied benefits in fungal infectiology since for example in A. fumigatus, exit from conidial dormancy and subsequent germination are essential for the establishment of this opportunistic pathogen in patients lung. By hybridizing DNA macroarrays with [α-33P]dCTP-labelled cDNA obtained from young and/or old conidia, after incubation in a nutritive medium at 37°C for up to 90 min, we could identify genes differentially expressed in the very first molecular events occurring during the germination process.
Conidial germination and dormancy
Resting conidia were able to survive after at least one year of storage at room temperature. No changes in the early stages of germination were seen and only a slight delay in the germ tube formation was seen between one-week old and one-year old conidia batches (Fig. 1).
Identification of stored mRNA in dormant conidia
In order to quantify and identify genes having stored mRNA in dormant conidia, macroarray membranes were probed with [α-33P]dCTP-labelled cDNA obtained from one-week and one-year old conidia. Membranes hybridization showed that 27% of genes (844/3,182) had a detectable transcript (see Additional file11 ). Among these 844 genes, 279 (33%) were annotated as hypothetical proteins.
Prominent transcriptional changes occurring during the first 30 min of incubation of conidia in a rich medium
Many of the genes that were up-regulated had already stored transcripts at time 0 (38 and 46% for young and old conidia respectively). The genes de novo up-regulated shared however the same GO families as the one of genes with a stored transcript at time 0 (data not shown).
Specific transcriptional changes associated to early conidial germination
Analysis of the genes which transcripts varied during the first 30 min of germination was focused on the genes which expression varied the most significantly during early germination of both one-week and one-year old conidia. Such analysis allowed the recognition of specific pathways and biochemical events associated with conidial germination.
Protein synthesis and amino acid metabolism
Genes that function in transcription, purine and pyrimidine biosynthesis, protein synthesis and post-translational modification, ribosome biogenesis were highly activated. Among the 40 transcription factors up-regulated during germination (see Additional file 7), ZPR1 (Afu6g10470) was the most up-regulated. ZPR1 is a zinc finger protein that localizes to the nucleolus of yeast cells growing in log phase, redistributes to the cytoplasm when cells are deprived of glucose and translocates to the nucleus when glucose is restored [14, 15]. Genes that are involved in cell cycle/DNA processing and initiation of DNA replication were not over-represented after 30 min of germination. This was in agreement with the cytological data of figure 1 showing that the first nuclear division occurred after 4 hours of incubation in YPD medium. In agreement with the requirement of a rapid protein synthesis (that requires a very quick use of the free pool of amino acid), expression of genes involved in amino acid synthesis (lysine, leucine, valine, phenylalanine, threonine, histidine, isoleucine, arginin, glutamic acid) was up-regulated during the first 30 min. Interestingly, the two genes of the aminoadipic pathway, the homoaconitase (Afu5g08890) and homocitrate synthase (Afu4g10460), involved in the synthesis of lysine in fungi, showed an increased expression suggesting a specific requirement of lysine in A. fumigatus proteins during germination. Genes coding for enzymes responsible for isopropylmalate (Afu1g15000) and chorismate synthesis (Afu1g06940) that are intermediates of the biosynthesis of leucine and aromatic amino acids were also highly expressed. In agreement with this activation of the amino acid synthesis pathway, no gene coding for amino acid permeases was over-expressed. Among the seven amino acid permease genes of A. fumigatus deposited on the array (17 genes are reported in the genome), only one (Afu3g01560) was up-regulated during germination.
Increasing expression of the genes coding for glutamate dehydrogenase (Afu2g06000) and glutamate synthase (Afu1g07380) suggest an active coupling of the carbon and nitrogen flux through the 2-ketoglutarate towards amino acid biosynthesis. The NADPH isocitrate dehydrogenase (Afu1g12800) that produces the 2-ketoglutarate was also highly activated. Succinate dehydrogenase (Afu3g07810), also coupling TCA cycle to amino acid synthesis through the intermediary of 2-ketoglutarate was up-regulated.
Although the analysis of the modulated expression of genes did not indicate a significant increase in the expression of transporters (Fig. 3), a survey of the most highly expressed genes indicated that many cellular transport systems are induced in germinating conidia (see Additional file 3). Among the 40 up-regulated genes on a total of 230 deposited on the array, were a putative MFS transporter (Afu1g03200) and the plasma membrane H+-ATPase PMA1 (Afu3g07640). PMA1 is an essential gene that encodes the major plasma membrane H+-ATPase in Saccharomyces cerevisiae as in A. fumigatus . By hydrolyzing ATP, Pma1p pumps H+ ions out of the cell and drives the secondary import of nutrients across the plasma membrane. Pma1p is highly regulated by glucose, both transcriptionally and post-translationally. The presence of glucose induces a 2- to 4-fold increase in PMA1 expression in S. cerevisiae. In A. fumigatus, 3 genes (Afu1g02480, Afu3g07640 and Afu5g03550) encode orthologs of S. cerevisiae PMA1. The three PMA1 orthologs were present in the arrays but only the expression of Afu3g0764 varied over time, suggesting that like in yeast, one of the Pma1 proteins (Afu3g07640) plays an important role whereas the others do not. In addition, induction of the genes encoding ten mitochondrial translocases and carrier proteins importing protein from the cytosol to mitochondria, was seen during germination whereas only a unique putative carrier protein was repressed (Afu2g13870).
Genes coding for alcohol dehydrogenase (Afu5g06240, Afu5g03930, Afu5g00300, Afu7g04530), lactate dehydrogenase (Afu4g07050), pyruvate decarboxylase (Afu6g00750) and phosphoenol pyruvate synthase (Afu5g14790) were down-regulated. In contrast, genes that function in TCA cycle were up-regulated. Similarly, 28 mitochondrial genes were up-regulated whereas only one was down-regulated. These results suggested a shift from a fermentation metabolism when the conidium is in a dormant stage to a respiration metabolism as soon as the germination process has started. The anaerobic degradation of glucose is a very low energy process. Many oxygenases are also down-regulated during this early stage, in agreement with an increased requirement for electron acceptors. Interestingly, the down-regulation of succinyl-CoA synthetase (Afu4g00290) suggested however the absence of ATP formation during succinylhydrolysis at the TCA cycle level in favour of succinate production. Although the shift towards a respiratory metabolism during germination was not associated to a global up-regulation of reductase genes, the thioredoxin reductase (Afu4g12990) and the arsenate reductase (Afu5g15000, ortholog of ArsC), that are members of a thio-disulfide exchange complex responsible for the production of reducing equivalent in bacteria , were up-regulated with a 5- to 20-fold ratio. This result suggested that these two enzymes may play a major role in protecting the germinating conidia from damages putatively resulting from reactive oxidant intermediates occurring during germination.
Cell wall modification
Swelling of the conidium is associated both with water entrance and plasticization of the conidium cell wall. The cell wall skeleton of A. fumigatus is mainly composed of α- and β-glucans, chitin and chitosan. Accordingly, there is a down-regulation of genes coding for glycosylhydrolase activities able to degrade cell wall polysaccharides: chitosanase (Afu6g00500), α1,3-glucanases (Afu7g08350, Afu8g06030), class III chitinase and N-acetylglucosaminidase (Afu5g03850, Afu8g04060), endoglucanase (Afu2g09520). Interestingly, no annotated β1,3-glucanase had an expression that varied overtime. None of the genes coding for glycosylhydrolases able to degrade cell wall polysacccharides deposited on the arrays were up-regulated, suggesting that their transcripts were immediately translated into enzymatic proteins softening the cell wall during conidial swelling and were not required during further steps.
It was expected that some of the transcripts seen in dormant conidia were associated with the conidiation process. This may be the case for the two transcription factors WETA (Afu4g13230) and ABAA (Afu1g04830) that have been shown to be involved in conidiation . However ABAA transcript remained present during conidial storage at a high level and was also expressed during germination, suggesting it played a role in biological pathways other than conidiation . Osmoregulation and trehalose synthesis have also been recognized as hallmark of conidium formation. Trehalose biosynthesis occurs through two different pathways in filamentous fungi. In the first one, UDP-glucose is linked to glucose-6-phosphate to form trehalose-6-phosphate. The phosphate is then removed by trehalose phosphatase. In the second one, trehalose is produced directly from glucose-1-phosphate [20–23]. Among the seven genes involved in trehalose-6-phosphate trehalose biosynthesis pathway, four genes were in the array (Afu4g03190, Afu3g05650, Afu2g04020 and Afu7g03940), among which two genes had transcripts stored in the conidia (Afu3g05650 and Afu7g03940). Up-regulation, near the threshold limit, was only seen for the gene Afu3g05650. Three trehalase phosphorylase genes (Afu3g12100, Afu5g14780 and Afu6g03420) of the glucose-1-phosphate pathway exist in A. fumigatus and one (Afu6g03420) was spotted on the array. This CCG9 ortholog was highly expressed in young conidia and disappeared during the 30 min incubation to reach a level similar to the one seen in 1 year-old conidia, suggesting that (i) CCG9 of A. fumigatus was a typical conidiation gene, and (ii) the glucose-1-phosphate pathway may be the major pathway in the production of trehalose by A. fumigatus. Osmoregulation could also be associated with glycine betaine in the conidium since a high expression of choline oxidase (CODA; Afu8g04090) was found in young and old conidia and was up-regulated during germination [24, 25]. However like trehalose, glycine betaine which is the reaction product of the choline oxidase, may be involved in stabilizing membrane and protecting the transcriptional and translational machineries .
Most of the transcript regulation occurs during the first 30 min of germination
Between 30 and 60 min and between 60 and 90 min, we observed changes in expression for 176 and 109 genes respectively (see Additional file 8). This was significantly lower than the 787 genes up- and down-regulated between 0 and 30 min. These results indicated that molecular responses to induction of germination are very fast and that the most significant transcriptional changes occurred during the first 30 min of germination.
Genes that partitioned into cluster A (594) were over-expressed during the 90 min studied. Almost all genes (524) of this cluster were already up-regulated during the first 30 min of induction, with a very few showing an increased level of expression over the remaining 60 min. Few genes (24) maintained a constant up-regulated expression after 60 min and/or 90 min. It was found among the latter the thaumatin-like protein (Afu8g01710) described by the Osherov's group which expression increased over the 90 min experimented . Among the genes that were not up-regulated between 0 and 30 min, only 15 genes had a level of expression regulated by a factor 3 between 30 and 60 (10 genes) and 60 and 90 min (5 genes; see Additional file 8). At the 90 min, it was interesting to note that several new genes coding for proteins involved in cell wall modification were expressed (Afu3g13200, Afu1g16190, Afu5g14380, Afu6g09310). Some of these proteins as well as the protein encoded by Afu2g03830 coding for allergen Asp F4 display antigenic properties .
Cluster B contains genes (203) that are down-regulated over the 90 min period analysed. The majority (176) was already regulated during the first 30 min. Nineteen and three genes were down-regulated by a factor > 2.5 respectively between 30–60 and 60–90 min intervals. No specific gene families appeared in the last stage of the incubation that just confirmed a down-regulation of the fermentation pathways.
Cluster C grouped a subset of 74 genes with expression that increased transiently in the initial 30-min-time interval, and then decreased for the remaining 60 min of this study. Cluster C contained many genes somehow associated with the TOR signal transduction pathway, an eukaryotic sensor of the environment that links nutrient assimilation with translation initiation and ribosomal protein biosynthesis . Among the genes putatively associated with TOR we can cite the GATA (Afu6g01970) and forkhead transcription factors (Afu3g10030) or genes of the leucine biosynthesis (Afu1g15000, Afu2g11260, Afu1g15780). The need for intracellular detoxification was also suggested by the up-regulation of MFS (Afu1g03200) and ABC drug efflux pumps (Afu6g04360) and other transporters, thioredoxin (Afu4g12990) or arsenate reductase (Afu5g15000).
Cluster D encompassed thirteen genes down-regulated during the first 30 min of study, and then over-expressed for the remaining 60 min. Cluster D is enriched in genes coding for retrotransposons elements: LINE like reverse transcriptase (3 genes; Afu4g00820, Afu4g02640 and Afu8g01040) and transposase from either Fot5 or Taf1 transposon (Afu3g13860, Afu5g09820 and Afu6g03650) and a RNA binding protein (Afu1g02510). This result suggested that transposable elements were associated with germination.
Confirmation of macroarray results
We have confirmed that the modifications in gene expression did not only result from a shift of conidia to a different physico-chemical environment viz. from dry air conditions to a shaken liquid medium at 37°C. For that purpose, the expression pattern obtained with conidia incubated in water at 37°C in shaken flasks was investigated. Overall, only 44 genes were identified as differentially expressed over the 90 min incubation (in comparison with the > 700 genes up- and down-regulated during the same time in a nutritive medium). In addition, the variation in the expression of all genes identified was very close to the significant twice threshold limit accepted for a differential expression (data not shown). This result showed that incubation of conidia in water at 37°C did not result in gene activation in agreement with the absence of conidial germination in water. It confirmed a posteriori that the variations of gene expression seen after incubation in the YPD culture medium were representative of the molecular machinery necessary for conidial germination.
Consistency of microarray data with northern blot and RT-PCR analysis was confirmed with selected examples belonging to the different clusters of expression seen in figure 5. For Northern assays, total RNAs were purified from conidia sampled every 5 min for 90 min (see Additional file 10). The expression profiles seen with RNA gel blots showed that major changes in gene expression followed the three major patterns seen in figure 5: (1) Disappearance of conidial transcripts after 30 min; (2) Transcripts that continue to be up-regulated until the maximal time considered, viz. 90 min; (3) Up- or down-regulation of transcripts occurring only during the first 30 min. No unique changes of expression were specifically seen before 30 min (data not shown). This analysis validated a posteriori our window of time and showed that the selection of a 30 min time as a first step in the analysis of the variation of gene expression during early steps of germination was appropriate.
Similarly, the expression data was verified by 74 RT-PCR reactions (see Additional file 11). The RT-PCR results coincided with the transcriptome data on 68/74 reactions tested demonstrating an acceptable 10% error between the two methods.
In addition, Western blots have shown a good correspondence between the transcriptome data and the proteome data since Pma1p was detected in high amounts only in the germinated conidia (see Additional file 12).
Transcriptome studies in A. fumigatus only started recently due to the completion of the genome of this fungal species in 2005 . Global gene expression analysis of this fungus under stress conditions (thermic shock or drug) or in mutants have been already reported [29–32]. This is the first transcriptomic study of the exit from dormancy of A. fumigatus conidia undertaken before completion of the genome sequencing. Analysis of gene expression during germination with microarrays has been performed in several filamentous fungi (Fusarium; Trichophyton; Neurospora; Dictyostelium, Ustilago) [4, 33–36]. It is however difficult to compare all the transcriptional data obtained to date, since these studies deal with very different fungal species or with different time intervals from early incubation time to conidial swelling and further germ tube formation. Long incubation times have not been undertaken in our study because incubation time > 2 h is associated with asynchronous growth in A. fumigatus. In Dictyostelium discoideum, global gene expression has confirmed that the first hour and later 2–6 hours of germination are characterized by the expression of different gene clusters . Accordingly, the only study that can be compared to ours is the analysis of N. crassa germination since gene expression is analysed at 0.5 and 1 h post incubation . Both studies showed that conidia apparently dormant because of an absence of morphological modifications become biochemically active as soon as they are incubated into a nutritive medium. In spite of the different experimental conditions used for the conidial germination of the fungal species reported in litterature, the percentage of gene with modulated expression during this cellular process is very similar between species, and is in the range of 1/5 of the fungal genome (15, 20 and 25% of the genes in Trichophyton rubrum, N. crassa and A. fumigatus respectively). In addition, the four types of gene expression pattern described as A-D in our study, have been seen in all the transcriptomic studies of conidial germination previously carried out.
Several studies have shown that transcripts are present in resting conidia. These transcripts could have several functions: (i) they could be absolutely required for spore metabolism during dormancy; it has been shown for example that an ongoing translation and transcription are essential for long term survival of S. cerevisiae spores ; or (ii) some of the mRNAs pre-packaged in the conidium may be conidiation transcripts that can decay overtime during conidial ageing without any consequence on conidial survival or germination . In A. fumigatus however, most transcripts present at time 0 persisted in the conidium after one year of storage at room temperature; (iii) the third category of genes includes those that are primed for rapid activation and translation in the presence of nutrients. Genes coding for glycosylhydrolases acting on the conidium cell wall can belong to such category. Ribosomes and mRNA stored in dormant conidia allow also the conidia to start protein biosynthesis immediately after incubation in the nutrient medium. Protein synthesis is indeed one of the earliest measurable biochemical changes occurring in germination .
The presence of a percentage of transcripts in the A. fumigatus conidia representing more than 25% of the total genome has been documented here for the first time. Such data also ask the question of the mechanisms holding these huge amounts of untranslated transcripts. Dormancy is an event occurring from lower eukaryotes to higher eukaryotes including plant and mammal. In most systems, the changes (if any) occurring after growth cessation to enter dormancy and maintain dormancy are unknown .
Transcript of genes encoding fermentation pathway have been identified in the dormant conidium. Transcriptome data must now be completed by supplementary biochemical data to characterize this dormancy metabolism. In A. fumigatus our data suggested that dormancy is associated with fermentation and reduced metabolism. In fish surviving anoxia for a long time the metabolism switches from aerobic metabolism to a reduced level of anerobic metabolism. Reduction in ATP demand is the only way to survive as observed with a reduction in ion pumping which is extremely ATP-consuming. Lactate produced by the metabolism of glycogen is converted to ethanol by lactate dehydrogenase, pyruvate dehydrogenase and alcohol dehydrogenase. Ethanol diffuses easily from the gills avoiding the build up of lactic acid . Basically, the situation in A. fumigatus is very similar with a reduction in the activity of ATP pumps and an anaerobic metabolism. Similarly, in yeast, mitochondria contribute to ageing through their propensity to generate reactive oxygen species [40, 41]. Mitochondria dysfunction induces the retrograde response that activates genes compensating this dysfunction . A central gene of this pathway is RTG2. Two orthologs of this gene were annotated in the A. fumigatus genome: Afu6g08350 and Afu8g00730, the later one being on the membrane. This RTG2 ortholog is highly expressed at time 0 and repressed by a factor 4 when conidia were incubated with nutrients, a pattern similar to the one observed in yeast, suggesting that the RTG2 pathway could play an important role during conidial dormancy.
Twelve stored mRNAs have been identified previously in the conidia of A. nidulans . Among the corresponding genes, CETA is orthologous to a plant thaumatin-like PR5 gene, four genes encode metabolic enzymes (isocitrate lyase, transketolase, PEP carboxykinase, UDP-galactose epimerase), one is an ortholog of the glucose repressed gene grg1 and the six other genes are of unknown function. Recently Belaish and co-workers  analysed the two members of the thaumatin-like protein family in A. nidulans, CETA and CALA. If the single cetaΔ and calaΔ mutants were phenotypically identical to the wild type, the double calaΔ/cetAΔ mutant showed lethal conidial lysis suggesting that these two genes affect germination in a coordinated way.
In N. crassa, the set of genes that are the most expressed after 30 min are heat shock proteins responsible for the correct folding of the newly synthesized proteins . In A. fumigatus, such expression of HSPs is not obvious. In spite of its thermophily, the number of annotated HSPs in the A. fumigatus genome is relatively low: 28 HSPs have been identified that belong mainly to the HSP70 (11 members) and the HSP60 (10 members) families; the other HSPs are 3 members of the HSP20/30 families and 3 singletons coding for an HSP9, HSP12 and HSP90 (Tekaia and Latgé, unpublished). Among these, 9 HSP genes are present on the membranes and only one of these (Afu2g16020) was over-expressed during germination of both one-week and one-year old conidia. Afu2g16020 codes for an ortholog of TCP1 that is an essential chaperone of S. cerevisiae involved in the maintenance of the actin cytoskeleton . With the exception of the set of HSP genes, the expression of all the gene families of N. crassa which are up-regulated after 1 h incubation viz. amino acid biosynthesis; transcription, DNA processing, ribosome biogenesis, energy and transport were also up-regulated in A. fumigatus.
One interesting finding coming out from our study is the putative role of transposable elements in the activation of the conidial metabolism during exit from dormancy. In human, 45% of the genome is composed of retrotransposable elements . Only a fraction is able to retrotranspose and the highest proportion is inactive because the coding sequence of most retrotransposons is truncated or heavily rearranged. In A. fumigatus, inactive LTR-retrotransposons also exist and have been used efficiently for strain typing [46, 47]. Most of the transposable elements that have been annotated in A. fumigatus have however a complete coding sequence. Based on percentage of similarity, 56 DNA transposons (among which 19 Pogo/Taf1 and 26 Impala orthologs) and 38 retrotransposons (with 29 LINE-like elements) have been identified (Tekaia, unpublished). The data shown here suggested indeed that these transposable elements are transcripted in this fungal species. Transposition of elements has been described in many filamentous fungi. However, the only transposable element studied in A. fumigatus is TAF1 which is transcribed but did not transpose under different stresses (heat shock of mouse infection) . Retrotransposon-derived sequences in humans are developmentally regulated and effective retrotransposition occurs in highly replicating cells (embryos, tumors) . Data obtained here suggest that retrotransposition may be involved in regulating transcription of early developmental genes during germination and open new concepts in the role of transposable elements in molds.
Transcriptomic data indicate that the exit from dormancy is associated with a shift from a fermentative metabolism to a respiratory metabolism as well as a trend toward immediate protein synthesis.
Strain, media and conidium production
A. fumigatus strain af293 was used throughout this work. For conidium production, this strain was inoculated to malt agar slants (2% malt; 2% agar; Becton, Dickinson and Company, Sparks, MD, USA) and incubated for 7 days at 37°C. As the slants were capped with a thin cigarette paper, the agar dried out and conidia were harvested by simply knocking on the glass tube on top of an aluminium foil. It was verified by light microscopy that the conidium pools were free of contaminating hyphae or conidiophores. The dry resting conidia were separated in two batches: the first batch was used immediately whereas the conidia of the second batch were stored dry in a beaker at RT for a year. Conidia were always recovered in a dry state because preliminary assays have shown that vortexing slants with a 0.05% detergent solution to recover conidia will solubilise nutrients from the agar medium of the slant that could impact on gene expression even in absence of morphogenetic changes during further incubation of the conidia at 37°C.
Conidia were suspended in 50 ml of an 0.05% Tween 20 aqueous solution, and added to a 1 l glass flask containing 500 ml of YPD (1% yeast extract, 2% peptone and 2% dextrose), and incubated at 37°C with agitation using a magnetic stirrer (750 rpm). The conidial density was 5 × 106 conidia ml-1. Samples were collected at 30 min intervals from 0 to 90 min. Controls with conidia incubated in water under the same conditions were also prepared.
Extraction and purification of total RNA
For extraction of total RNA, conidia (at least 108) were suspended in 500 μl of 0.1% SDS and added to screw cap microcentrifuge tubes containing 500 μl of glass beads (1 mm diameter glass beads; BioSpec Products Inc., Bartlesville, OK, USA) and 600 μl of phenol (pH 5; Prolabo, Fontenay-sous-bois, France). Tubes were vortexed vigorously using a Fastprep apparatus (3 × 30 sec; power 4.0; 4°C; MP Biomedicals, Illkirch, France). After centrifugation at 13,000 × g for 5 min at 4°C, the supernatant was extracted three times with 500 μl phenol (pH 5) and two times with 500 μl chloroform. Contaminant DNA was removed from samples by DNase treatment (GE Healthcare, United-Kingdom) according to the manufacturer's instruction. Total RNA was precipitated from supernatants by addition of 0.1 volume of a 3 M sodium acetate solution (pH 5.2) and 2.5 volumes of absolute ethanol, and incubated overnight at -20°C. Total RNA samples were pelleted by centrifugation, washed with 70% ethanol, dissolved in 50 μl of water and stored at -20°C. Total RNA concentration was calculated from the absorbance at 260 nm and the quality checked using BioAnalyzer Agilent technologies (Santa Clara, CA, USA).
Genomic library construction, amplicons and macroarrays production
Genomic DNA was extracted from a 24 h A. fumigatus mycelial culture fractionated by nebulization. Fragments of 0.6 to 0.9 kb were collected by size-fractionation and cloned into the Bst XI restriction site of the high copy number vector pCDNA2.1 (Invitrogen, Carlsbad, CA, USA) using the Bst XI adapters method . After transformation into E. coli and selection on LB-plates, about 10,243 individual clones were picked using a Qpix robot (Genetix Ltd, Queensway, New Milton, Hampshire, UK) and grown in 96-well plates in 200 μl volume. Plasmidic DNA was prepared in sufficient amounts for further use as templates for DNA sequencing, PCR reactions and conservation as DNA stock. A unique identification name was given to each clone [afr(number)(letter)(number)]. DNA sequences were compared against Nrprot (version 11.26), which is a NCBI non-redundant databank composed of Genbank CDS translations, PDB, Swissprot and PIR (585,527 sequences; 184,238,107 total letters) using blastx 2.1.2 (expect value for the first match ≤ 1E-6). About 7,000 selected sequences have been analyzed by different computer methods. i.e. a statistical analysis based on the hidden Markov model predicting STS which correspond to genes. Introns can be predicted and possible overlaps between STS have been also identified. These sequences, together with the annotations are accessible on a web-browsable database (go to "links" in the fungwall website) . Amplification reactions of the inserts of each plasmid were performed in 96-well plates (Applied Biosystems, Foster City, CA, USA) in a 100 μl reaction volume containing 10 ng of plasmidic DNA, 1 U of Taq DNA polymerase (Roche, Basel, Switzerland), 0.4 μM each universal primer and 0.2 mM dNTPs. Reactions were cycled 25 times (94°C for 1 min; 55°C for 1 min; 72°C for 2 min) with one final cycle of 72°C for 7 min on a GeneAmp PCR system 9,700 (ABI, Foster City, CA, USA). Successful amplification of each PCR product was verified on agarose gels, and negative PCRs were repeated, resulting in the final amplification of PCR products distributed in forty five 96-well plates. DNA arrays used for hybridization experiments were constructed using a Qpix robot (Genetix Ltd, Queensway, New Milton, Hampshire, UK) and PerformaII nylon membranes (Genetix Ltd, Queensway, New Milton, Hampshire, UK) as described in Milohanic and co-workers .
Among the 5,664 PCR products spotted onto membranes, 4,242 corresponded to 3,182 genes annotated in the Central Aspergillus Data Repository website , representing approximately one third of the whole A. fumigatus genome (see Additional file 13), whereas 1,422 corresponded to unknown or unmatched sequences.
cDNA labelling and hybridization to DNA arrays
cDNA probes were synthetized and labelled using 30 μg of total RNA mixed with 2 μl of oligo (dT)12–18 (Invitrogen, Carlsbad, CA, USA) and heated at 70°C for 10 min. After chilling on ice, 1.5 μl of dNTP mixture containing dATP (10 mM), dGTP (10 mM), dTTP (10 mM) and dCTP (625 μM; all from GE Healthcare, UK), 1 μl DTT 0.1 M (Invitrogen, Carlsbad, CA, USA), 5 μl of [α-33P]dCTP (10 mCi ml-1 with a specific activity of 3000 Ci mmol-1; Perkin-Elmer, Waltham, MA, USA) and 1 unit reverse transcriptase (Superscript™ II RNase Transcriptase; Invitrogen, Carlsbad, CA, USA) were added to the solution which was then incubated overnight at 42°C.
The membranes were rehydrated in 2 × SSC and pre-hybridized at 68°C using roller bottles with 10 ml of hybridization solution (5 × SSC; 5 × Denhardt solution; 1% SDS; 10 μg/ml sperm salmon DNA). The labelled-cDNA probes were boiled for 10 min and added to 5 ml of new hybridization solution. Hybridization was carried out for 16–18 h at 68°C. Then the membranes were washed three times for 20 min at RT with 1 l of 0.2 × SSPE supplemented with 0.1% SDS, and once for 5 min at RT with 2 × SSC. The membranes were finally wrapped in plastic bags and exposed to a Phosphoimager screen (GE Healthcare, UK) for 24 h. Undried membranes were stripped with 1 l of boiling dehybridization solution (1% SDS) 4 × 15 min.
Experimental design, image acquisition and data analysis
In our experimental design, macroarray hybridization experiments using cDNAs from one-week old conidia were performed with conidia incubated in water or YPD for 0, 30, 60 and 90 min. When using the one-year old conidia, macroarray hybridization experiments were performed with RNA isolated from conidia only incubated 0 and 30 min in YPD medium. Four cDNA probes for each time point were derived from independent conidium batches and the total experiment was repeated twice (8 replicates per condition). Probes were hybridized on different filters. All filters were used up to four times.
Digital hybridization images from exposed phosphoimager screens were captured by using the STORM 860 phosphoimager (GE Healthcare, UK), and to identify transcripts analyzed by the ArrayVision™ 6.0 software (GE Healthcare, UK). All data were analyzed after normalization of each spot. The normalized value of a spot was calculated from the spot signal minus the background level of hybridization (determined from the intensity of the signal surrounding each spot), divided by the median value of all the signals detected on the filter. Eight replicates of the two biological repetitions were used. To identify genes with stored transcript in the resting conidium, a threshold value was calculated based on the empty spots of the membrane (385 spots received only buffer without PCR product). This threshold corresponded to the mean of the intensity values recorded for all empty spots + (2 × empty spots standard deviation). One particular spot and its associated gene were declared positive for a mean value greater than the threshold value using the one-tailed Z-test at 0.023 level. To determine induction or repression of gene expression, all spots intensities were compared among the filters corresponding to the following paired time point (0 and 30 min; 30 and 60 min; 60 and 90 min). Genes whose expression level was altered more than twice were considered differentially expressed when they both fit the ratio and the Student's two-sample test (p value cut-off of 0.05) as described in the software Bioplot available from the biochips platform of the Toulouse Midi-Pyrenees Genopole .
Gene assignment to Gene Ontology (GO) category was provided by Jane Gilsenan from University of Manchester School of Medicine, U.K. and freely accessible at the ftp server of the university. The GO hierarchy was obtained from the Gene Ontology AmiGO website .
Northern blot and RT-PCR analysis
These two methods were used to confirm the expression data of the macroarrays. For Northern blots, 20 μg of total RNA was separated by electrophoresis on a denaturing 1.0% agarose gel containing formaldehyde and blotted to a Hybond-N+ nylon membrane (GE Healthcare, UK). An approximately 500 bp PCR-amplified insert of genomic DNA was labelled using the random Readyprime II labelling kit following the manufacturer's instructions (GE Healthcare, UK). Amplification reactions of the inserts of each gene were performed in a 50 μl reaction volume containing 1 μg of genomic DNA, 1X PCR buffer, 1 unit of DNA polymerase (Advantage II, Clontech Laboratories Inc, Mountain View, CA, USA), 0.4 μM of each primer (primers are listed in Additional file 14) and 0.2 mM dNTPs. After an initial cycle at 94°C for 1 min, reactions were cycled 30 times (94°C for 30 s; 68°C for 3 min) in a thermocycler (BioRad, Hercules, USA). RNA-gel blots were hybridized overnight, and the membranes were washed three times for 20 min at RT with 1 l of 0.2 × SSPE supplemented with 0.1% SDS, and once for 5 min at RT with 2 × SSC. Signals were detected with a phosphoimager screen. For RT-PCR assays, RNA samples were purified with the RNeasy mini kit (Qiagen, Hilden, Germany), according to the manufacturer's instructions. It was verified that RNA obtained with this procedure was free of genomic DNA using primers 5afu4g11580 and 3afu4g11580 that encompasses three introns of the SOD2 gene. The presence of a DNA contamination will be shown by differences in amplicon sizes of the SOD2 gene with a size of 907 bp obtained using genomic and 611 bp using cDNA templates. Total RNA (2 μg) was reverse transcribed in the presence of 1X first-strand buffer, Oligo(dT)12–18 (500 ng), 0.5 mM dNTPs, 0.01 M DTT, 2 U RNaseOUT and 10 U SuperScript II RT in a final reaction volume of 20 μl. Reactions were carried out at 42°C for 50 min, followed by a 15 min at 75°C. Different dilutions of cDNA (equivalent to 0.00004 to 10% v/v of starting material depending on the gene expression level) were amplified with 1X Advantage 2 Polymerase Mix (Clontech Laboratories Inc, Mountain View, CA, USA) according to the manufacturer's instructions, and in the presence of 0.4 μM of each couple of primers. The primer sequences were determined using the software Primer 3 available on-line . Primers were always selected according to the following parameters: 30 bases length, Tm at 70°C, length of amplification product between 500 and 600 bp. A first cycle of 1 min at 95°C, was followed by 30 sec at 95°C and 3 min at 68°C for 30 cycles.
Purification of plasma membranes and western blot analysis
Plasma membranes were prepared from resting and germinating conidia basically as described by Burghoorn and co-workers . Conidia were collected by centrifugation and suspended in homogenization buffer (0.4 M sucrose/2 mM EDTA/25 mM imidazole-HCl, pH 7.0). Conidia were broken with glass beads using a FastPrep apparatus (see above for breakage conditions). After cell disruption, the cell homogenate was centrifuged at 80,000 × g for 18 h in a 1.1 M – 2.25 M sucrose gradient in a 2 mM EDTA/25 mM imidazole-HCl (pH 7) solution and the membrane pellet proteins were separated by 10% SDS-PAGE and blotted onto nylon membrane in a blotting apparatus according to the manufacturer's instructions. After blocking, anti-PMA1 antibody (kind gift from D.S. Perlin, PHRI, Newark, USA) was diluted 1/5,000 and labelled with an anti-rabbit peroxidase conjugate diluted 1/1,000. Peroxidase labelling was performed using ECL chemiluminescence kit (GE Healthcare, UK) as described by the manufacturer.
This research was partly supported by an EU STREP Fungwall (LSHB-CT-2004-511952).
- Osherov N, May GS: The molecular mechanisms of conidial germination. FEMS Microbiol Lett. 2001, 199: 153-160. 10.1111/j.1574-6968.2001.tb10667.x.PubMedView ArticleGoogle Scholar
- Barhoom S, Sharon A: cAMP regulation of "pathogenic" and "saprophytic" fungal spore germination. Fungal Genet Biol. 2004, 41: 317-326. 10.1016/j.fgb.2003.11.011.PubMedView ArticleGoogle Scholar
- Harris SD, Momany M: Polarity in filamentous fungi: moving beyond the yeast paradigm. Fungal Genet Biol. 2004, 41: 391-400. 10.1016/j.fgb.2003.11.007.PubMedView ArticleGoogle Scholar
- Kasuga T, Townsend JP, Tian C, Gilbert LB, Mannhaupt G, Taylor JW, Glass NL: Long-oligomer microarray profiling in Neurospora crassa reveals the transcriptional program underlying biochemical and physiological events of conidial germination. Nucleic Acids Res. 2005, 33: 6469-6485. 10.1093/nar/gki953.PubMedPubMed CentralView ArticleGoogle Scholar
- Liebmann B, Muller M, Braun A, Brakhage AA: The cyclic AMP-dependent protein kinase a network regulates development and virulence in Aspergillus fumigatus. Infect Immun. 2004, 72: 5193-5203. 10.1128/IAI.72.9.5193-5203.2004.PubMedPubMed CentralView ArticleGoogle Scholar
- Osherov N, May G: Conidial germination in Aspergillus nidulans requires RAS signaling and protein synthesis. Genetics. 2000, 155: 647-656.PubMedPubMed CentralGoogle Scholar
- Reyes G, Romans A, Nguyen CK, May GS: Novel mitogen-activated protein kinase MpkC of Aspergillus fumigatus is required for utilization of polyalcohol sugars. Eukaryot Cell. 2006, 5: 1934-1940. 10.1128/EC.00178-06.PubMedPubMed CentralView ArticleGoogle Scholar
- Xue T, Nguyen CK, Romans A, May GS: A mitogen-activated protein kinase that senses nitrogen regulates conidial germination and growth in Aspergillus fumigatus. Eukaryot Cell. 2004, 3: 557-560. 10.1128/EC.3.2.557-560.2004.PubMedPubMed CentralView ArticleGoogle Scholar
- Zhao W, Panepinto JC, Fortwendel JR, Fox L, Oliver BG, Askew DS, Rhodes JC: Deletion of the regulatory subunit of protein kinase A in Aspergillus fumigatus alters morphology, sensitivity to oxidative damage, and virulence. Infect Immun. 2006, 74: 4865-4874. 10.1128/IAI.00565-06.PubMedPubMed CentralView ArticleGoogle Scholar
- d'Enfert C: Fungal spore germination: insights from the molecular genetics of Aspergillus fumigatus and Neurospora crassa. Fung Genet Biol. 1997, 21: 163-172. 10.1006/fgbi.1997.0975.View ArticleGoogle Scholar
- Timberlake WE: Developmental gene regulation in Aspergillus nidulans. Dev Biol. 1980, 78: 497-510. 10.1016/0012-1606(80)90349-8.PubMedView ArticleGoogle Scholar
- Zimmermann CR, Orr WC, Leclerc RF, Barnard EC, Timberlake WE: Molecular cloning and selection of genes regulated in Aspergillus development. Cell. 1980, 21: 709-715. 10.1016/0092-8674(80)90434-1.PubMedView ArticleGoogle Scholar
- Osherov N, Mathew J, Romans A, May GS: Identification of conidial-enriched transcripts in Aspergillus nidulans using suppression subtractive hybridization. Fungal Genet Biol. 2002, 37: 197-204. 10.1016/S1087-1845(02)00502-9.PubMedView ArticleGoogle Scholar
- Ansari H, Greco G, Luban J: Cyclophilin A peptidyl-prolyl isomerase activity promotes ZPR1 nuclear export. Mol Cell Biol. 2002, 22: 6993-7003. 10.1128/MCB.22.20.6993-7003.2002.PubMedPubMed CentralView ArticleGoogle Scholar
- Galcheva-Gargova Z, Gangwani L, Konstantinov KN, Mikrut M, Theroux SJ, Enoch T, Davis RJ: The cytoplasmic zinc finger protein ZPR1 accumulates in the nucleolus of proliferating cells. Mol Biol Cell. 1998, 9: 2963-2971.PubMedPubMed CentralView ArticleGoogle Scholar
- Burghoorn HP, Soteropoulos P, Paderu P, Kashiwazaki R, Perlin DS: Molecular evaluation of the plasma membrane proton pump from Aspergillus fumigatus. Antimicrob Agents Chemother. 2002, 46: 615-624. 10.1128/AAC.46.3.615-624.2002.PubMedPubMed CentralView ArticleGoogle Scholar
- Li Y, Hu Y, Zhang X, Xu H, Lescop E, Xia B, Jin C: Conformational fluctuations coupled to the thiol-disulfide transfer between thioredoxin and arsenate reductase in Bacillus subtilis. J Biol Chem. 2007, 282: 11078-11083. 10.1074/jbc.M700970200.PubMedView ArticleGoogle Scholar
- Adams TH, Wieser JK, Yu JH: Asexual sporulation in Aspergillus nidulans. Microbiol Mol Biol Rev. 1998, 62: 35-54.PubMedPubMed CentralGoogle Scholar
- Sheppard DC, Doedt T, Chiang LY, Kim HS, Chen D, Nierman WC, Filler SG: The A spergillus fumigatus StuA protein governs the up-regulation of a discrete transcriptional program during the acquisition of developmental competence. Mol Biol Cell. 2005, 16: 5866-5879. 10.1091/mbc.E05-07-0617.PubMedPubMed CentralView ArticleGoogle Scholar
- Avonce N, Mendoza-Vargas A, Morett E, Iturriaga G: Insights on the evolution of trehalose biosynthesis. BMC Evol Biol. 2006, 6: 109-120. 10.1186/1471-2148-6-109.PubMedPubMed CentralView ArticleGoogle Scholar
- d'Enfert C, Bonini BM, Zapella PD, Fontaine T, da Silva AM, Terenzi HF: Neutral trehalases catalyse intracellular trehalose breakdown in the filamentous fungi Aspergillus nidulans and Neurospora crassa. Mol Microbiol. 1999, 32: 471-483. 10.1046/j.1365-2958.1999.01327.x.PubMedView ArticleGoogle Scholar
- Saito K, Yamazaki H, Ohnishi Y, Fujimoto S, Takahashi E, Horinouchi S: Production of trehalose synthase from a basidiomycete, Grifola frondosa, in Escherichia coli. Appl Microbiol Biotechnol. 1998, 50: 193-198. 10.1007/s002530051276.PubMedView ArticleGoogle Scholar
- Shinohara ML, Correa A, Bell-Pedersen D, Dunlap JC, Loros JJ: Neurospora clock-controlled gene 9 (ccg-9) encodes trehalose synthase: circadian regulation of stress responses and development. Eukaryot Cell. 2002, 1: 33-43. 10.1128/EC.1.1.33-43.2002.PubMedPubMed CentralView ArticleGoogle Scholar
- Fan F, Germann MW, Gadda G: Mechanistic studies of choline oxidase with betaine aldehyde and its isosteric analogue 3,3-dimethylbutyraldehyde. Biochemistry. 2006, 45: 1979-1986. 10.1021/bi0517537.PubMedView ArticleGoogle Scholar
- Ghanem M, Gadda G: On the catalytic role of the conserved active site residue His466 of choline oxidase. Biochemistry. 2005, 44: 893-904. 10.1021/bi048056j.PubMedView ArticleGoogle Scholar
- Sakamoto A, Murata N: The use of bacterial choline oxidase, a glycinebetaine-synthesizing enzyme, to create stress-resistant transgenic plants. Plant Physiol. 2001, 125: 180-188. 10.1104/pp.125.1.180.PubMedPubMed CentralView ArticleGoogle Scholar
- Sarfati J, Monod M, Recco P, Sulahian A, Pinel C, Candolfi E, Fontaine T, Debeaupuis JP, Tabouret M, Latge JP: Recombinant antigens as diagnostic markers for aspergillosis. Diagn Microbiol Infect Dis. 2006, 55: 279-291. 10.1016/j.diagmicrobio.2006.02.002.PubMedView ArticleGoogle Scholar
- Castrillo JI, Zeef LA, Hoyle DC, Zhang N, Hayes A, Gardner DC, Cornell MJ, Petty J, Hakes L, Wardleworth L, Rash B, Brown M, Dunn WB, Broadhurst D, O'donoghue K, Hester SS, Dunkley TP, Hart SR, Swainston N, Li P, Gaskell SJ, Paton NW, Lilley KS, Kell DB, Oliver SG: Growth control of the eukaryote cell: a systems biology study in yeast. J Biol. 2007, 6: 4-10.1186/jbiol54.PubMedPubMed CentralView ArticleGoogle Scholar
- Nierman WC, Pain A, Anderson MJ, Wortman JR, Kim HS, Arroyo J, Berriman M, Abe K, Archer DB, Bermejo C, Bennett J, Bowyer P, Chen D, Collins M, Coulsen R, Davies R, Dyer PS, Farman M, Fedorova N, Fedorova N, Feldblyum TV, Fischer R, Fosker N, Fraser A, Garcia JL, Garcia MJ, Goble A, Goldman GH, Gomi K, Griffith-Jones S, Gwilliam R, Haas B, Haas H, Harris D, Horiuchi H, Huang J, Humphray S, Jimenez J, Keller N, Khouri H, Kitamoto K, Kobayashi T, Konzack S, Kulkarni R, Kumagai T, Lafon A, Latge JP, Li W, Lord A, Lu C, Majoros WH, May GS, Miller BL, Mohamoud Y, Molina M, Monod M, Mouyna I, Mulligan S, Murphy L, O'Neil S, Paulsen I, Penalva MA, Pertea M, Price C, Pritchard BL, Quail MA, Rabbinowitsch E, Rawlins N, Rajandream MA, Reichard U, Renauld H, Robson GD, Rodriguez de Cordoba S, Rodriguez-Pena JM, Ronning CM, Rutter S, Salzberg SL, Sanchez M, Sanchez-Ferrero JC, Saunders D, Seeger K, Squares R, Squares S, Takeuchi M, Tekaia F, Turner G, Vazquez de Aldana CR, Weidman J, White O, Woodward J, Yu JH, Fraser C, Galagan JE, Asai K, Machida M, Hall N, Barrell B, Denning DW: Genomic sequence of the pathogenic and allergenic filamentous fungus Aspergillus fumigatus. Nature. 2005, 438: 1151-1156. 10.1038/nature04332.PubMedView ArticleGoogle Scholar
- Ferreira ME, Marques Edos R, Malavazi I, Torres I, Restrepo A, Nunes LR, de Oliveira RC, Goldman MH, Goldman GH: Transcriptome analysis of Aspergillus fumigatus exposed to voriconazole. Curr Genet. 2006, 50: 32-44. 10.1007/s00294-006-0073-2.View ArticleGoogle Scholar
- Perrin RM, Fedorova ND, Bok JW, Cramer RA, Wortman JR, Kim HS, Nierman WC, Keller NP: Transcriptional regulation of chemical diversity in Aspergillus fumigatus by LaeA. PLoS Pathog. 2007, 3: e50-10.1371/journal.ppat.0030050.PubMedPubMed CentralView ArticleGoogle Scholar
- Sims AH, Robson GD, Hoyle DC, Oliver SG, Turner G, Prade RA, Russell HH, Dunn-Coleman NS, Gent ME: Use of expressed sequence tag analysis and cDNA microarrays of the filamentous fungus Aspergillus nidulans. Fungal Genet Biol. 2004, 41: 199-212. 10.1016/j.fgb.2003.11.005.PubMedView ArticleGoogle Scholar
- Deng Y, Dong H, Jin Q, Dai C, Fang Y, Liang S, Wang K, Shao J, Lou Y, Shi W, Vakalounakis DJ, Li D: Analysis of expressed sequence tag data and gene expression profiles involved in conidial germination of Fusarium oxysporum. Appl Environ Microbiol. 2006, 72: 1667-1671. 10.1128/AEM.72.2.1667-1671.2006.PubMedPubMed CentralView ArticleGoogle Scholar
- Liu T, Zhang Q, Wang L, Yu L, Leng W, Yang J, Chen L, Peng J, Ma L, Dong J, Xu X, Xue Y, Zhu Y, Zhang W, Yang L, Li W, Sun L, Wan Z, Ding G, Yu F, Tu K, Qian Z, Li R, Shen Y, Li Y, Jin Q: The use of global transcriptional analysis to reveal the biological and cellular events involved in distinct development phases of Trichophyton rubrum conidial germination. BMC Genomics. 2007, 8: 1-14. 10.1186/1471-2164-8-1.View ArticleGoogle Scholar
- Xu Q, Ibarra M, Mahadeo D, Shaw C, Huang E, Kuspa A, Cotter D, Shaulsky G: Transcriptional transitions during Dictyostelium spore germination. Eukaryot Cell. 2004, 3: 101-1110. 10.1128/EC.3.5.1101-1110.2004.View ArticleGoogle Scholar
- Zahiri AR, Babu MR, Saville BJ: Differential gene expression during teliospore germination in Ustilago maydis. Mol Genet Genomics. 2005, 273: 394-403. 10.1007/s00438-005-1142-9.PubMedView ArticleGoogle Scholar
- Brengues M, Pintard L, Lapeyre B: mRNA decay is rapidly induced after spore germination of Saccharomyces cerevisiae. J Biol Chem. 2002, 277: 40505-40512. 10.1074/jbc.M206700200.PubMedView ArticleGoogle Scholar
- Rohde A, Bhalerao RP: Plant dormancy in the perennial context. Trends Plant Sci. 2007, 12: 217-223. 10.1016/j.tplants.2007.03.012.PubMedView ArticleGoogle Scholar
- Bickler PE, Buck LT: Hypoxia tolerance in reptiles, amphibians, and fishes: life with variable oxygen availability. Annu Rev Physiol. 2007, 69: 145-170. 10.1146/annurev.physiol.69.031905.162529.PubMedView ArticleGoogle Scholar
- Gray JV, Petsko GA, Johnston GC, Ringe D, Singer RA, Werner-Washburne M: "Sleeping beauty": quiescence in Saccharomyces cerevisiae. Microbiol Mol Biol Rev. 2004, 68: 187-206. 10.1128/MMBR.68.2.187-206.2004.PubMedPubMed CentralView ArticleGoogle Scholar
- Martinez MJ, Roy S, Archuletta AB, Wentzell PD, Anna-Arriola SS, Rodriguez AL, Aragon AD, Quinones GA, Allen C, Werner-Washburne M: Genomic analysis of stationary-phase and exit in Saccharomyces cerevisiae: gene expression and identification of novel essential genes. Mol Biol Cell. 2004, 15: 5295-5305. 10.1091/mbc.E03-11-0856.PubMedPubMed CentralView ArticleGoogle Scholar
- Jazwinski SM: Rtg2 protein: at the nexus of yeast longevity and aging. FEMS Yeast Res. 2005, 5: 1253-1259. 10.1016/j.femsyr.2005.07.001.PubMedView ArticleGoogle Scholar
- Belaish R, Sharon H, Levdansky E, Greenstein S, Shadkchan Y, Osherov N: The Aspergillus nidulans cetA and calA genes are involved in conidial germination and cell wall morphogenesis. Fungal Genet Biol. 2007, 45: 232-242. 10.1016/j.fgb.2007.07.005.PubMedView ArticleGoogle Scholar
- Ursic D, Sedbrook JC, Himmel KL, Culbertson MR: The essential yeast Tcp1 protein affects actin and microtubules. Mol Biol Cell. 1994, 5: 1065-1080.PubMedPubMed CentralView ArticleGoogle Scholar
- Sinibaldi-Vallebona P, Lavia P, Garaci E, Spadafora C: A role for endogenous reverse transcriptase in tumorigenesis and as a target in differentiating cancer therapy. Genes Chromosomes Cancer. 2006, 45: 1-10. 10.1002/gcc.20266.PubMedView ArticleGoogle Scholar
- Neuveglise C, Sarfati J, Latge JP, Paris S: Afut1, a retrotransposon-like element from Aspergillus fumigatus. Nucleic Acids Res. 1996, 24: 1428-1434. 10.1093/nar/24.8.1428.PubMedPubMed CentralView ArticleGoogle Scholar
- Paris S, Latgé JP: Afut2, a new family of degenerate gypsy-like retrotransposon from Aspergillus fumigatus. Med Mycol. 2001, 39: 195-198. 10.1080/714031021.PubMedView ArticleGoogle Scholar
- Monroy F, Sheppard DC: Taf1: a class II transposon of Aspergillus fumigatus. Fungal Genet Biol. 2005, 42: 638-645. 10.1016/j.fgb.2005.04.003.PubMedView ArticleGoogle Scholar
- Bushman FD: Targeting survival: integration site selection by retroviruses and LTR-retrotransposons. Cell. 2003, 115: 135-138. 10.1016/S0092-8674(03)00760-8.PubMedView ArticleGoogle Scholar
- Frangeul L, Nelson KE, Buchrieser C, Danchin A, Glaser P, Kunst F: Cloning and assembly strategies in microbial genome projects. Microbiology. 1999, 145: 2625-2634.PubMedView ArticleGoogle Scholar
- Fungwall. [http://www.fungwall.org/]
- Milohanic E, Glaser P, Coppée JY, Frangeul L, Vega Y, Vázquez-Boland JA, Kunst F, Cossart P, Buchrieser C: Transcriptome analysis of Listeria monocytogenes identifies three groups of genes differently regulated by PrfA. Mol Microbiol. 2003, 47: 1613-1625. 10.1046/j.1365-2958.2003.03413.x.PubMedView ArticleGoogle Scholar
- Central Aspergillus Data Repository. [http://www.cadre-genomes.org.uk/]
- Biochips Platform of the Toulouse Midi-Pyrenees Genopole. [http://biopuce.insa-toulouse.fr/]
- Gene Ontology AmiGO. [http://amigo.geneontology.org/cgi-bin/amigo/go.cgi]
- Primer 3. [http://frodo.wi.mit.edu/]