Gene expression profiling in hepatic tissue of newly weaned pigs fed pharmacological zinc supplemented diets
Ontology highlight
ABSTRACT:
ORGANISM(S): Sus scrofa
SUBMITTER: Catherine Ernst
PROVIDER: E-GEOD-11972 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
Publications
Gene expression profiling in hepatic tissue of newly weaned pigs fed pharmacological zinc and phytase supplemented diets.
Martínez-Montemayor Michelle M MM Hill Gretchen M GM Raney Nancy E NE Rilington Valencia D VD Tempelman Robert J RJ Link Jane E JE Wilkinson Christopher P CP Ramos Antonio M AM Ernst Catherine W CW
BMC genomics 20080917
<h4>Background</h4>Zinc (Zn) is an essential trace element. However, Zn bioavailability from commonly consumed plants may be reduced due to phytic acid. Zn supplementation has been used to treat diarrheal disease in children, and in the U.S. swine industry at pharmacological levels to promote growth and fecal consistency, but underlying mechanisms explaining these beneficial effects remain unknown. Moreover, adding supplemental phytase improves Zn bioavailability. Thus, we hypothesized that bene ...[more]
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2010-07-01 | E-GEOD-4958 | biostudies-arrayexpress
Project description:Escherichia coli strain MG1655 was grown in a Zn-depleted custom-built chemostat. Culture volume (120 ml), temperature (37 oC) and stirring speed (440 rpm) were maintained. Steady state values for pH and OD600 were 6.9 and 0.6, respectively. Chemostats were grown for 50 h to allow five culture volumes to pass through the vessel and allow an apparent (pseudo-)steady state to be reached. At this point, ZnSO4.7H2O in water was added to a final concentration of 0.2 M in the chemostat. A 10 ml sample of culture was taken using a polypropylene pipette tip immediately prior to Zn addition and 2.5, 7, 10 and 30 min after addition. Samples were harvested into RNAprotect and total RNA was purified using QiagenM-bM-^@M-^Ys RNeasy Mini kit (using the supplierM-bM-^@M-^Ys protocol) prior to use in microarray analysis. A control experiment was also carried out in which water was added. Biological experiments were carried out twice (i.e. control (water added) and experiment (ZnSO4 added) chemostats were grown separately twice), and a dye swap performed for each experiment, providing at least two technical repeats for each of the two biological repeats at all five time points. Slides were analysed so that time points M-bM-^@M-^\with ZnM-bM-^@M-^] were compared to the same time point M-bM-^@M-^\without ZnM-bM-^@M-^] (e.g. 30 min after Zn was added was compared to 30 min after water being added). Cells were grown in glycerol-glycerophosphate medium (GGM) lacking Zn. Final concentrations in GGM are: MES (40.0 mM), NH4Cl (18.7 mM), KCl (13.4 mM), beta-glycerophosphate (7.64 mM), glycerol (5.00 mM), K2SO4 (4.99 mM), MgCl2 (1.00 mM), EDTA (134 microM), CaCl2.2H2O (68.0 microM), FeCl3.6H2O (18.5 microM), H3BO3 (1.62 microM), CuCl2.2H2O (587 nM), CoNO3.6H2O (344 nM), and (NH4)6Mo7O24.4H2O (80.9 nM) in MilliQ water (Millipore). Bulk elements (MES, NH4Cl, KCl, K2SO4 and glycerol in MilliQ water at pH 7.4 (batch growth) or 7.6 (continuous culture)) were passed through a column containing Chelex-100 ion exchange resin (Bio-Rad) to remove contaminating cations. Trace elements (with no added Zn) and a CaCl2 solution were then added to give the final concentrations shown above prior to autoclaving. After autoclaving, MgCl2 and beta-glycerophosphate were added at the final concentrations shown above. All chemicals were of AnalaR grade of purity or higher. Chelex-100 was packed into a Bio-Rad Glass Econo-column (approximately 120 mm M-CM-^W 25 mm) that had previously been soaked in 3.5% nitric acid for 5 d. E. coli strain MG1655 was grown a custom-built chemostat made entirely of non-metal parts. Glass growth vessels and flow-back traps were soaked extensively (approximately two months) in 10% nitric acid before being rinsed thoroughly in MilliQ water. Vent filters (Vent Acro 50 from VWR) were connected to the vessel using PTFE tubing. Metal-free pipette tips were used (MAXYMum Recovery Filter Tips from Axygen). Culture volume was maintained at 120 ml using an overflow weir in the chemostat vessel. The dilution rate (and hence the specific growth rate) was 0.1 h-1. The vessel was inoculated using one of the side-arms. Flasks were placed on KMO 2 Basic IKA-Werke stirrers (arbitrary setting: 400). Stirring speed was calibrated (440 rpm) and matched between vessels using a handheld laser tachometer (Compact Instruments Ltd). Temperature was kept constant at 37 oC. Twice daily, a 2-ml sample was taken and used to test the pH (which stayed constant at pH 6.9), OD600 (0.6 at steady state), glycerol limitation, and contamination on nutrient agar plates. E. coli strain MG1655 was grown in a M-bM-^@M-^\Zn-freeM-bM-^@M-^] chemostat. Chemostats were grown for 50 h to allow five culture volumes to pass through the vessel and allow an apparent (pseudo-)steady state to be reached. At this point, ZnSO4.7H2O in water was added to a final concentration of 0.2 M in the chemostat. A 10 ml sample of culture was taken using a polypropylene pipette tip immediately prior to Zn addition and 2.5, 7, 10 and 30 min after addition. Total RNA was stabilised using RNAprotect (Qiagen). Total RNA was purified using QiagenM-bM-^@M-^Ys RNeasy mini kit. A control experiment was carried out in which water was added. Microarray slides were set up so that time points M-bM-^@M-^\with ZnM-bM-^@M-^] were compared to the same time point M-bM-^@M-^\without ZnM-bM-^@M-^] (e.g. 30 min after Zn was added was compared to 30 min after water being added). For each time point, equal quantities of RNA obtained after addition of zinc and addition of water were labelled by using nucleotide analogues of dCTP containing either Cy3 or Cy5 fluorescent dyes (Perkin Elmer). For each microarray slide, one sample was labelled with Cy3-dCTP, while the other sample was labelled with Cy5-dCTP. RNA (15-20 micrograms) was annealed to 9 micrograms pd(N)6 random hexamers (Amersham Biosciences) by heating at 65 oC for 10 min, followed by 10 min at 22 oC. This was supplemented with 4 microlitres of 5M-CM-^W First-strand buffer (Invitrogen), 2 microlitres dNTP mixture (5 mM each dATP, dTTP, dGTP and 2 mM dCTP), 2 microlitres 0.1 M DTT, 2 microlitres 1 mM Cy3 or Cy5 (Perkin Elmer) and 1 microlitre Superscript II reverse transcriptase (200 U) (Invitrogen). This was incubated at 42 oC for 2 hours. The reaction was terminated by the addition of NaOH (5 microlitres of 1M) and HCl (5 microlitres of 1M) before the addition of TE buffer (200 microlitres). Labelled cDNA was purified using a Qiaquick PCR purification kit (Qiagen). The Cy3-dCTP-labelled sample was mixed with the Cy5-dCTP-labelled sample and re-suspended in 120 microlitres salt-based hybridisation buffer (supplied with the microarray slides). This was heated at 95 oC for 3 min then cooled on ice for 3 min. The mixture was pipetted onto a microarray slide, sealed with a GeneFrame and coverslip in a hybridization chamber and incubated for 18 h at 42 M-BM-0C. Following hybridization, microarray slides (minus GeneFrame and coverslip) were washed in a series of pre-warmed (37 M-BM-0C) SSC buffers for 5 min each at 37oC: 1M-CM-^W SSC/0.1 % SDS, 1M-CM-^W SSC, 0.2M-CM-^W SSC and 0.01M-CM-^W SSC. Microarray slides were dried by centrifugation at 500 M-CM-^W g for 2 min before scanning. Slides were scanned on an Affymetrix 428 scanner. The average signal intensity and local background correction were obtained using a commercially available software package from Biodiscovery, Inc (Imagene, version 4.0 and GeneSight, version 3.5). Spots automatically flagged as bad, negative or poor in the Imagene software were removed before the statistical analysis was carried out in GeneSight. The mean values from each channel were log2 transformed and normalised using the Lowess method to remove intensity-dependent effects in the log2(ratios) values. The Cy3/Cy5 fluorescent ratios were calculated from the normalized values. Biological experiments were carried out twice times, and a dye swap performed for each experiment, providing at least two technical repeats for each of the two biological repeats at all five time points. Data from the independent experiments were combined. Genes that were differentially expressed M-bM-^IM-% twofold and displayed and P value of < 0.05 (as determined by a t test) were defined as being statistically significantly differentially transcribed.
2011-12-01 | E-GEOD-26187 | biostudies-arrayexpress
Project description:Zinc (Zn) is an essential trace element for all life forms. Zn supplementation has been used to treat diarrheal disease in children, and in the U.S. swine industry at pharmacological levels to promote growth and fecal consistency, but underlying mechanisms explaining these beneficial effects remain unknown. Thus, we hypothesized that the benefits of pharmacological Zn supplementation were a result of changes in gene expression. For this study, liver RNA from newly weaned pigs fed dietary Zn as Zn oxide for 14 days at either adequate (150 Zn/kg) or pharmacological (2000 mg Zn/kg) levels was evaluated using a 70-mer oligonucleotide microarray. Interrogation of this microarray revealed 658 annotated transcripts (FDR ≤ 0.05) affected by pharmacological Zn supplementation. Relative real-time RT-PCR was used to confirm differential expression of two genes. Results suggest that feeding pharmacological Zn (2000 mg Zn/kg) affects genes involved in reducing oxidative stress and in amino acid metabolism, which are essential for cell detoxification and proper cell function.
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Sparse feature selection was used to identify a uniquely robust discriminator of these two different DSC self-renewal patterns. General Approach: An orthogonal-intersection strategy for identification of asymmetric self-renewal associated genes Previously, we used non-tumorigenic, immortalized mouse mammary epithelial C127 cells and mouse embryo fibroblasts (MEFs) to derive lines with conditional self-renewal patterns. The self-renewal pattern of these cells can be reversibly switched between symmetric and asymmetric by varying either culture temperature or Zn concentration, respectively, as a consequence of controlling p53 expression from respectively responsive promoters (1-6). These and related cell lines were used to design a 2 x 4 orthogonal-intersection microarray analysis for the purpose of identifying genes whose expression consistently showed the same pattern of change between asymmetric self-renewal versus symmetric self-renewal. Four different pair-wise comparisons were developed in which a state of asymmetric self-renewal was compared to a congruent state of symmetric self-renewal. The first 3 comparisons were based on a difference in p53 expression, but each had a different biological context. For asymmetric versus symmetric, respectively, these comparisons were: 1) Zn-inducible p53 MEFs (Ind-8 cells) versus p53-null control MEFs (Con-3 cells), both cultured in Zn-supplemented medium (65 micromolar ZnCl2); 2) Zn-inducible p53 MEFs in Zn-supplemented medium versus in Zn-free medium (1,3-6); and 3) low temperature (32.5?C)-inducible p53 mouse mammary epithelial cells (MMECs; 1h-3 cells) versus vector-control MMECs (i.e., no p53 transgene; 1g-1 cells), both cultured at 32.5?C (2,5,6). The fourth comparison had a special purpose. It provided a comparison of asymmetric versus symmetric self-renewal that was not due to a difference in p53 expression (1). Two previously described derivatives of the Zn-responsive p53-inducible MEFs were used to make this comparison. One line (tI-3 cells) is stably transfected with a constitutively expressed type II inosine monophosphate dehydrogenase (IMPDH II) gene (1,3,5). IMPDH II is the rate-limiting enzyme for guanine ribonucleotide biosynthesis. Its down-regulation by p53 is required for asymmetric self-renewal (3,5). Therefore, even in Zn-supplemented medium, which induces normal p53 expression, cells derived with a stably expressed IMPDH II transgene continue to undergo symmetric self-renewal (3,5). This abrogation of p53 effects on self-renewal pattern occurs even though other p53-dependent responses remain intact (3). Under the same conditions, control vector-only transfectants (tC-2 cells) continue to exhibit asymmetric self-renewal (3,5). Thus, this fourth comparison could be used to exclude genes whose change in expression was primarily due to changes p53 expression and not specifically transitions in self-renewal symmetry as well (1). We identified genes whose expression varied consistently for all 4 orthogonal comparisons of cells in states of asymmetric self-renewal versus symmetric self-renewal (7). We developed a new quality control metric called the population division cycle ratio (PDC ratio) to insure consistent degrees of asymmetric self-renewal and symmetric self-renewal across all 4 orthogonal comparisons (6,7). Prefabricated cDNA microarrays constructed with the National Institute for Aging (NIA) mouse 15K mouse clone set were used for the analysis (8,9). As detailed in supplemental Materials and Methods (see below), for each of the 4 experimental comparisons, we isolated two independent samples of RNA; and each of the RNA samples was labeled independently with Cy5 and Cy3 fluorescent dyes. Each independent set of fluorescent RNA samples was used to develop two reciprocal co-hybridizations for each experimental comparison. Thus, data from 4 microarrays, representing 2 independent experiments, were available for each of the 4 orthogonal contexts for asymmetric versus symmetric self-renewal. Materials and Methods: cDNA Microarray Data Analysis Cells for total RNA extraction were harvested at the time estimated for PDC = 2 (36 hours for Ind-8 and Con-3, 48 hours for tC-2, tI-3, 1h-3, and 1g-1), and were selected for microarray experiments based on the actual PDC ratio curves derived from replicate cell cultures grown in parallel. The same PDC ratio values were maintained to obtain similar fractions of cycling stem-like cells and non-cycling differentiating cells for all compared asymmetric models. Total RNA was extracted with the Trizol reagent (Invitrogen, Carlsbad, CA) and impurities were removed with the Qiagen RNeasy kit (Qiagen, Valencia, CA). Fifty to seventy ?g of total RNA was used for cDNA syntheses. Arabidopsis thaliana mRNAs (Stratagene, La Jolla, CA) were introduced as internal probe standards into reverse transcription reactions to normalize data between different arrays. Cy3- or Cy5-fluorescently labeled cDNAs were hybridized onto the NIA 15K mouse cDNA prefabricated arrays (8), supplied by the Massachusetts Institute of Technology (MIT)-BioMicro Center, using the procedure provided by the MIT-BioMicro Center. Hybridized microarrays were scanned with the arrayWoRxeTM Biochip Reader (Applied Precision LLC, Northwest Issaquah, WA). The fluorescence intensity of each spot was analyzed from the scanned tiff images by using the DigitalGenomeTM software (MolecularWare, Inc. Cambridge, MA). The Cy3 and Cy5 fluorescence intensities were normalized by calculating the normalization factor from total intensity normalization (10). Analyses for each self-renewal pattern comparison were performed as duplicate independent experiments. For each comparison, we performed two chip hybridizations with reciprocally labeled Cy3 or Cy5 target cDNAs to each biological sample. The entire analysis incorporated data from 16 independent chips. A gene was selected for data analyses only if the mean value of foreground pixels of the spot was greater than the sum of the mean and two standard deviations of the background pixels. For individual gene probe spots, the expression intensities of Cy5 and Cy3 channels were estimated by subtracting mean backgrounds from mean foregrounds. The ratios of the final gene expression intensities for the asymmetrically self-renewing states to the respective symmetrically self-renewing states were calculated. These ratio values (7) were used for sparse feature selection. References: 1. M. Noh, J. L. Smith, Y. H. Huh, J. L. Sherley, J. L., A resource for discovering specific and universal biomarkers for distributed stem cells. PLoS ONE 6(7): e22077. doi:10.1371/journal.pone.0022077 (2011). 2. J. L. Sherley, P. B. Stadler, D. R. Johnson, Expression of the wild-type p53 antioncogene induces guanine nucleotide-dependent stem cell division kinetics. Proc. Natl. Acad. Sci. USA 92, 136-140 (1995). 3. Y. Liu, S. A. Bohn, J. L. Sherley, Inosine-5’-monophosphate dehydrogenase is a rate-limiting factor for p53-dependent growth regulation. Mol. Biol. Cell 9, 15-28 (1998). 4. L. Rambhatla et al., Cellular senescence: ex vivo p53-dependent asymmetric cell kinetics. J. Biomed. Biotech. 1, 28-37 (2001). 5. L. Rambhatla, S. Ram-Mohan, J. J. Cheng, J. L. Sherley, Immortal DNA strand co-segregation requires p53/IMPDH-dependent asymmetric self-renewal associated with adult stem cells. Cancer Research 65, 3155-3161 (2005). 6. Y. Liu et al., Comparison of bax, waf1, and IMP dehydrogenase regulation in response to wild-type p53 expression under normal growth conditions. J. Cell Physiol. 177, 364-376 (1998). 7. M. Noh, thesis, Massachusetts Institute of Technology (2006). 8. T. S. Tanaka et al., Genome-wide expression pr
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Project description:Comparison of the Streptococcus pneumoniae D39 adcR mutant vs D39 wild type in CDM plus 0.2mM Zn One condition design comparison of two strains including a dye swap
2011-05-13 | E-GEOD-29234 | biostudies-arrayexpress
Project description:Zinc (Zn2+) is an important trace metal ion that has been shown to regulate the expression of several (virulence) genes in streptococci. Previously, we analyzed the genome-wide response of S. pneumoniae to Zn2+-stress. In this work, we have performed a transcriptomic analysis to identify genes that are differentially expressed under intracellular Zn2+-limitation. This revealed a number of genes that are highly upregulated in the absence of extracellular Zn2+, amongst which the genes belonging to the regulon of the Zn2+-responsive repressor AdcR, like adcBCA, encoding a Zn2+-dependent ABC-uptake system, adcAII, encoding a Zn2+-binding lipoprotein, and also virulence genes belonging to the Pht family (phtA, phtB, phtD and phtE). Using transcriptome analysis, lacZ-reporter studies, in vitro DNA binding experiments, and in silico operator predictions, we show that AdcR directly represses the promoters of adcRCBA, adcAII-phtD, phtA, phtB and phtE in the presence of Zn2+. AdcR can also function as an activator, since in the presence of Zn2+ it directly induces expression of adh that encodes a Zn2+-containing alcohol dehydrogenase. In conclusion, the genome-wide transcriptional response of S. pneumoniae to Zn2+-limitation was established, which is mainly mediated via direct regulation by the Zn2+-dependent regulator AdcR. Two condition design comparison of Wild-type strain including a dye swap Refer to individual Series. This SuperSeries is composed of the following subset Series: GSE29234: adcR mutant vs wild type D39 GSE29235: Low Zn vs high Zn in CDM
2011-05-13 | E-GEOD-29236 | biostudies-arrayexpress
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2012-05-31 | E-GEOD-36362 | biostudies-arrayexpress
Project description:In this study, we directly compared turkey muscle satellite cell gene expression between satellite cells with the gene versican (VCAN) knocked down by siRNA transfection and those transfected with a lipofectamine control using our 6K Turkey Skeletal Muscle Long Oligo (TSKMLO) microarray (GPL9788). The VCAN gene was previously identified as differentially expressed by genetic line and during development of turkey skeletal muscle (Sporer et al., 2011). Gene expression changes were investigated in satellite cells after 72 h of proliferation and after 48 h of differentiation. We identified novel candidate genes and pathways as playing potentially crucial roles in the VCAN-mediated effects on the normal processes of proliferation and differentiation in turkey satellite cells previously identified by Velleman et al. (submitted). This experiment was designed to investigate the role of VCAN expression in turkey satellite cells during two crucial processes in muscle development: proliferation and differentiation. Satellite cells were isolated from 7-week-old turkeys from the RBC2 line. Cells were transfected with either VCAN siRNA or a lipofectamine control; VCAN expression was knocked down by over 50% with siRNA transfection (Velleman et al., submitted). Satellite cells were then induced to proliferate for 72h or differentiate for 48h; culture plates from each stage (n=4) were frozen until RNA extraction. Microarrays directly compared the VCAN-knockdown to control from each of 4 culture plates and utilized a dye swap to equal 8 arrays for each of the cell developmental stages, proliferation and differentiation, and 16 arrays for the overall experiment investigating the role of VCAN expression in satellite cell development and function. Hybridizations were performed in random order.
2012-05-31 | E-GEOD-36365 | biostudies-arrayexpress