Strain and Maintenance— This study was performed with the prototrophic laboratory strain S. cerevisiae CEN.PK113-7D (MATa) [van Dijken, J. P., Bauer, J., Brambilla, L., Duboc, P., Francois, J. M., Gancedo, C., Giuseppin, M. L. F., Heinen, J. J., Hoare, M., Lange, H. C., Madden, E. A., Niederberger, P., Nielsen, J., Parrou, J. L., Petit, T., Porro, D., Reuss, M., van Riel, N., Rizzi, M., Steensma, H. Y., Verrips, C. T., Vindelov, J., and Pronk, J. T. (2000) Enz. Microb. Technol. 26, 706–714]
Biomaterial provider
SL Tai
Treatment protocol
Liquid nitrogen quenching
Growth protocol
Chemostat Cultivation— Steady-state chemostat cultures were grown in Applikon laboratory fermentors of 1-liter working volume as described in detail elsewhere [van den Berg, M. A., de Jong-Gubbels, P., Kortland, C. J., van Dijken, J. P., Pronk, J. T., and Steensma, H. Y. (1996) J. Biol. Chem. 271, 28953–28959]. In brief, the cultures were fed with a defined mineral medium containing glucose as the growth-limiting nutrient [. Verduyn, C., Postma, E., Scheffers, W. A., and van Dijken, J. P. (1990) Microbiol.Rev. 58, 616–630]. The dilution rate (which equals the specific growth rate) in the steady-state cultures was 0.10 h_1, the temperature was 30 °C, and the culture pH was 5.0. For anaerobic cultivation, the reservoir medium was supplemented with Tween 80 and ergosterol as described previously. Anaerobic conditions were maintained by sparging the medium reservoir and the fermentor with pure nitrogen gas (0.5 liter_min_1). Furthermore, Norprene tubing and butyl rubber septa were used to minimize oxygen of Increase or Decrease was made, the -fold change was at least 2, and the higher of the two average difference values was called present. Media— The defined mineral medium composition was based on that described by Verduyn et al [. Verduyn, C., Postma, E., Scheffers, W. A., and van Dijken, J. P. (1990) Microbiol.Rev. 58, 616–630]. The residual glucose concentration was targeted to 17 g_liter_1 to sustain glucose repression at the same level . For carbon limited cultivation: 5.0 g of (NH4)2SO4, 3.0 g of KH2PO4, 0.5 g of MgSO4.7H2O, and 25 g of glucose.
Extracted molecule
total RNA
Extraction protocol
Sampling and RNA Isolation— Samples from the chemostat cultures were taken as rapidly as possible to limit any potential changes in transcript profiles during the procedure. 40–60 ml of culture broth was sampled directly from the chemostat into a beaker containing 200 ml of liquid nitrogen. With vigorous stirring, the sample froze instantly. The frozen sample was then broken into small fragments and transferred to a 50-ml centrifuge tube. The sample was then thawed at room temperature, ensuring that it remained as close to zero as possible. Cells were pelleted (5000 rpm at 0 °C for 4 min), resuspended in 2 ml of ice-cold AE buffer (50 mM sodium acetate, 10 mM EDTA, pH 5.0) and aliquoted into 5 Eppendorf tubes. This corresponded to _20 mg of dry weight per tube. For each array, total RNA was extracted from a single tube using the hot-phenol method (32) or the FastRNA kit, Red (BIO 101, Inc., Vista, CA).
Label
biotin
Label protocol
Probe Preparation and Hybridization to Arrays—mRNA extraction, cDNA synthesis, cRNA synthesis and labeling, as well as array hybridization were performed as described in the Affymetrix users’ manual (1). Briefly, poly(A)_ RNA was enriched from total RNA in a single round using the Qiagen Oligotex kit. Double-stranded cDNA synthesis was carried out incorporating the T7 RNA-polymerase promoter in the first round. This cDNA was then used as template for in vitro transcription (ENZO BioArray High Yield IVT kit), which amplifies the RNA pool and incorporates biotinylated ribonucleotides required for the staining procedures after hybridization. 15 mg of fragmented, biotinylated cRNA was hybridized to Affymetrix yeast S98 arrays at 45 °C for 16 h as described in the Affymetrix users’ manual (1). Washing and staining of arrays were performed using the GeneChip Fluidics Station 400 and scanning with the Affymetrix GeneArray Scanner.
Hybridization protocol
Probe Preparation and Hybridization to Arrays—mRNA extraction, cDNA synthesis, cRNA synthesis and labeling, as well as array hybridization were performed as described in the Affymetrix users’ manual (1). Briefly, poly(A)_ RNA was enriched from total RNA in a single round using the Qiagen Oligotex kit. Double-stranded cDNA synthesis was carried out incorporating the T7 RNA-polymerase promoter in the first round. This cDNA was then used as template for in vitro transcription (ENZO BioArray High Yield IVT kit), which amplifies the RNA pool and incorporates biotinylated ribonucleotides required for the staining procedures after hybridization. 15 mg of fragmented, biotinylated cRNA was hybridized to Affymetrix yeast S98 arrays at 45 °C for 16 h as described in the Affymetrix users’ manual (1). Washing and staining of arrays were performed using the GeneChip Fluidics Station 400 and scanning with the Affymetrix GeneArray Scanner.
Data Acquisition and Primary Analysis—Acquisition and quantification
of array images as well as primary data analysis were performed using the Affymetrix software packages: Microarray Suite version 4.0.1, MicroDB version 2.0, and Data Mining Tool version 2.0. Microsoft Excel was used for further statistical analyses. All arrays were globally scaled to a target value of 150 using the average signal from all gene features using Microarray Suite version 4.0.1. When pairwise comparisons were performed (using Microarray Suite version 4.0.1), a transcript was considered “changed” when a call of Increase or Decrease was made, the -fold change was at least 2, and the higher of the two average difference values was called present.
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