Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

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Transcriptomic and phenotypic responses of L. monocytogenes with different growth efficiencies under acidic conditions

ABSTRACT: A screening process was used to determine the aciduric capacities of a diverse set of Listeria monocytogenes strains and was based on the capacity to grow at pH 5.0 in the presence 4 different organic acids. Food and clinical isolates tended to be more resistant but strain genetic groupings were found to be only weakly linked to sodium diacetate (SDA)-resistance. Representative and comparatively aciduric food isolates FW04/0023 and FW04/0025 were found to accumulate reduced levels of acetate anion and K+ ion during growth in the presence of SDA, compared to more acid sensitive reference strains EGD (ATCC BAA-739) and ATCC 19111. The aciduric nature of FW04/0023 and FW04/0025 was also reflected by their comparatively high tolerance to pH 2.4 acid challenge; a property boosted by the presence of SDA, and growth-phase dependent acid tolerance. Transcriptomic analyses revealed increased levels of SDA did not activate or promulgate the response of any of the known acid protective mechanisms, except for acetoin biosynthesis. Elevated levels of unprotonated SDA (20 mM SDA at pH 5.0) was found to have broad effects on gene expression that could be differentiated from effects caused by mildly acidic conditions (pH 5.0) and substantial strain variation was also found. Collated SDA mainly effect genes associated with virulence, cell wall processes, DNA repair, and cofactor and lipid biosynthesis. Strain FW04/0025 was more responsive to elevated unprotonated SDA increasing the expression of 222 genes (>2-fold change, p<0.05), compared to 112 genes for strain EGD. Key differences between the strains in relation to SDA-enhanced transcript abundance in FW04/0023 were primarily associated with the cell wall, oxidative stress management, intermediary metabolism, and several hypothetical proteins. This complement of different responses could potentially alter phenotypes resulting in different cell envelope properties and metabolic properties that effect accumulation of acetate anion. The data demonstrates that amongst different L. monocytogenes strains acetate has differing effects that may ultimately influence growth efficiency under stressful conditions relevant to acidic foods and the gastrointestinal environment. The microarray component of the experiments had the aim of determining: i) To examine the affect of elevated levels of unprotonated sodium diacetate (21 mM sodium diacetate added to cultures at pH 5.0, resulting in ~7.7 mM unprotonated acetate) compared to mild acid stress at pH 5.0 in which lower levels of acetate accumulates through natural end-product formation. ii) To examine the gene expression responses of two L. monocytogenes strains that had different intrinsic acid resistances, including an organic acid resistant strain FW04/0025 and a more sensitive reference strain EGD on which genome the microarray oligonucleotide set is based. Two to four biologically replicated control cultures were labelled with Cy3 for each treatment sample with two sets of experimental conditions investigated for two different L. monocytogenes strains . Condition 1) â Mildly acidic stress: Control culture (Cy3-labelled RNA) - strains were grown to early- mid exponential growth phase at 25Â°C (in a shaking water bath) in brain-heart infusion broth at pH 7.3. Test cultures (Cy5-labelled RNA) â strains grown to early- mid exponential growth at 25Â°C phase in BHI broth adjusted to pH 5.0 (in a shaking water bath). Condition 2) â Organic acid (sodium diacetate) stress: Control culture (Cy3-labelled RNA) - strains were grown to exponential growth phase at 25Â°C (in a shaking water bath) in BHI broth at pH 5.0. Test cultures (Cy5-labelled RNA) â strains grown to exponential growth at 25Â°C phase in BHI broth adjusted to pH 5.0 and amended with 21 mM (0.3% w/v)sodium diacetate (in a shaking water bath).

ORGANISM(S): Listeria monocytogenes

SUBMITTER: John Bowman

PROVIDER: E-GEOD-19918 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Project description:A screening process was used to determine the aciduric capacities of a diverse set of Listeria monocytogenes strains and was based on the capacity to grow at pH 5.0 in the presence 4 different organic acids. Food and clinical isolates tended to be more resistant but strain genetic groupings were found to be only weakly linked to sodium diacetate (SDA)-resistance. Representative and comparatively aciduric food isolates FW04/0023 and FW04/0025 were found to accumulate reduced levels of acetate anion and K+ ion during growth in the presence of SDA, compared to more acid sensitive reference strains EGD (ATCC BAA-739) and ATCC 19111. The aciduric nature of FW04/0023 and FW04/0025 was also reflected by their comparatively high tolerance to pH 2.4 acid challenge; a property boosted by the presence of SDA, and growth-phase dependent acid tolerance. Transcriptomic analyses revealed increased levels of SDA did not activate or promulgate the response of any of the known acid protective mechanisms, except for acetoin biosynthesis. Elevated levels of unprotonated SDA (20 mM SDA at pH 5.0) was found to have broad effects on gene expression that could be differentiated from effects caused by mildly acidic conditions (pH 5.0) and substantial strain variation was also found. Collated SDA mainly effect genes associated with virulence, cell wall processes, DNA repair, and cofactor and lipid biosynthesis. Strain FW04/0025 was more responsive to elevated unprotonated SDA increasing the expression of 222 genes (>2-fold change, p<0.05), compared to 112 genes for strain EGD. Key differences between the strains in relation to SDA-enhanced transcript abundance in FW04/0023 were primarily associated with the cell wall, oxidative stress management, intermediary metabolism, and several hypothetical proteins. This complement of different responses could potentially alter phenotypes resulting in different cell envelope properties and metabolic properties that effect accumulation of acetate anion. The data demonstrates that amongst different L. monocytogenes strains acetate has differing effects that may ultimately influence growth efficiency under stressful conditions relevant to acidic foods and the gastrointestinal environment. The microarray component of the experiments had the aim of determining: i) To examine the affect of elevated levels of unprotonated sodium diacetate (21 mM sodium diacetate added to cultures at pH 5.0, resulting in ~7.7 mM unprotonated acetate) compared to mild acid stress at pH 5.0 in which lower levels of acetate accumulates through natural end-product formation. ii) To examine the gene expression responses of two L. monocytogenes strains that had different intrinsic acid resistances, including an organic acid resistant strain FW04/0025 and a more sensitive reference strain EGD on which genome the microarray oligonucleotide set is based.

Project description:The organic acids lactate and diacetate are commonly used in combination in ready-to-eat foods because they show synergistic, i.e. greater than additive, ability to inhibit the growth of Listeria monocytogenes. Full genome microarrays were used to investigate the synergistic transcriptomic response of two L. monocytogenes strains, h7858 (serotype 4b) and f6854 (serotype 1/2a), to organic acid, under conditions controlling for osmotic and cold stress. Strains were exposed to BHI broth at 7°C with 4.65% water phase (w.p.) NaCl at pH 6.1 treated with 2% w.p. potassium lactate, 0.14% w.p. sodium diacetate, the combination of both at the same levels, or no inhibitors as control. RNA was extracted 8h after exposure, during lag phase, to capture gene expression changes during adaptation to the organic acid stress. Treatment with organic acids induced massive global transcriptional changes, with 1041 and 640 genes differentially expressed in h7858 and f6854. Major effects of treatment with lactate and diacetate are (i) a total of 474 and 209 genes, for h7858 and f6854, that showed synergistic expression differences, (ii) differential expression of membrane ion transport genes including those encoding ABC transporters of metals and decreased multi-drug transporter expression many ABC, PTS, and drug transporter systems, including increased PTS sugar transport and decreased multi-drug transporter expression, and (iii) altered metabolism including induction of a nutrient limiting stress response, reduction of menaquinone biosynthesis, and a shift from fermentative production of lactate and acetate and lactate to energetically less favorable, neutral acetoin. These data suggest that additional synergies in L. monocytogenes growth inhibition could be achieved by treatments that interfere with cellular energy generation processes. The dye-swapped, single loop design hybridizes a single biological replicate of both 2% water phase lactate (PL) and 0.14% water phase acetate (SDA) treatments to both the control (CTRL) and combination (PLSDA) treatments (4 hybridizations), using opposite dye labels for each sample, and a second biological replicate is hybridized with dye assignments swapped (4 more hybridizations) to balance labeling effects. The design was repeated twice comprising 16 hybridizations over 4 biological replicates for each strain, and 32 total hybridizations over both h7858 and f6854.

Project description:Experiment on the effects of ethanol (acute oral) on induction of genes by polyinosinic polycytidylic acid (poly IC). Microarray methodology follows: cDNA for each sample was synthesized from 8.5 Âµg total RNA using a Superscript cDNA Synthesis Kit (Invitrogen, Carlsbad, CA) in combination with a T7-(dT)24 primer. Following phenol-chloroform extraction of the cDNA, biotinylated cRNA was transcribed in vitro using the BioArray HighYield RNA Transcript Labeling Kit (ENZO Biochem, New York, NY) and purified using the RNeasy Mini Kit (Qiagen, Valencia, CA). Twenty micrograms of purified cRNA was fragmented by incubation in fragmentation buffer (200 mM Tris-acetate, pH 8.1, 500 mM potassium acetate, 150 mM magnesium acetate) at 94Â°C for 35 minutes and chilled on ice. Fifteen micrograms of fragmented biotin-labeled cRNA was hybridized to the Murine Genome U74Av2 Array (Affymetrix, Santa Clara, CA), interrogating a total of 12,488 murine gene cDNA probes, for 16 hr at 45Â°C with constant rotation (60 rpm). The arrays were washed and then stained for 10 min at 25Â°C with 10 Âµg/mL streptavidin-R phycoerythrin (Vector Laboratories, Burlingame, CA) followed by 3 Âµg/mL biotinylated goat anti-streptavidin antibody (Vector Laboratories) for 10 minutes at 25Â°C. Arrays were then stained once again with streptavidin-R phycoerythrin for 10 min at 25Â°C. After washing and staining, the arrays were scanned using an Agilent GeneArray Scanner (Agilent Technologies) at 570 nm. Pixel intensities were measured, expression signals were analyzed and features extracted using a commercial software package (Microarray Suite ver 5.0, Affymetrix). Data mining and statistical analyses were performed with Data Mining Tool ver 3.0 (Affymetrix) algorithms. Arrays were globally scaled to a target intensity value of 2,500 in order to compare individual experiments. The absolute call (present, marginal, absent) of 12,488 gene expressions in each sample, as well as the direction of change, and fold change of gene expressions between samples were identified using the above-mentioned software.

Project description:Endothelial cells comprise a key component of the inflammatory response. HUVEC (human umbilical vein endothelial cells) were stimulated with interleukin-1 for 0, 0.5, 1, 2.5 and 6 hours, and analyzed using Affymetrix U133A microarrays, in order to obtain a comprehensive overview of the immediate early to early gene expression profiles. HUVEC were isolated and cultured on gelatine-coated cell culture dishes in M199 medium supplemented with 20% FCS, antibiotics, ECGS (endothelial cell growth supplement) and Heparin as described by Zhang et al., Blood 1996;88:3880-3886. HUVEC were stimulated with 100 U/ml human IL-1 (Biosource) for various periods of time, and total RNA isolated using the RNeasy kit (Qiagen) according to the manufacturer's instructions. Hybridization to one set of human U133A GeneChips (Affymetrix, Santa Clara, CA) and scanning of the arrays was carried out according to manufacturerâs protocols (https://www.affymetrix.com). Briefly, 5 Âµg of total RNA was used to generate double-stranded cDNA by reverse transcription using a cDNA synthesis kit (Superscript Choice System; Life Technologies, Inc., Rockville, MD) that uses an oligo(dT)24 primer containing a T7 RNA polymerase promoter 3' to the polyT (Geneset, La Jolla, CA), followed by second-strand synthesis. Labeled cRNA was prepared from the double-stranded cDNA by in vitro transcription using T7 RNA polymerase in the presence of biotin-11-CTP and biotin-16-UTP (Enzo, Farmington, NY). The labeled cRNA was purified over RNeasy columns (Qiagen, Valencia, CA). Fifteen Âµg of cRNA was fragmented at 94Â°C for 35 minutes in 40 mmol/L of Tris-acetate, pH 8.1, 100 mmol/L of potassium acetate, and 30 mmol/L of magnesium acetate. The cRNA was then used to prepare 300 Âµl of hybridization cocktail (100 mmol/L MES, 1 mol/L NaCl, 20 mmol/L ethylenediaminetetraacetic acid, 0.01% Tween 20) containing 0.1 mg/ml of herring sperm DNA (Promega, Madison, WI) and 500 Âµg/ml of acetylated bovine serum albumin (Life Technologies, Inc.). Before hybridization, the cocktails were heated to 94Â°C for 5 minutes, equilibrated at 45Â°C for 5 minutes, and then clarified by centrifugation (16,000 x g) at room temperature for 5 minutes. Aliquots of this hybridization cocktail containing 15 Âµg of fragmented cRNA were hybridized to HU133A arrays (Affymetrix, Santa Clara, CA) at 45Â°C for 16 hours in a rotisserie oven at 60 rpm. The arrays were washed using non-stringent buffer (6xSSPE: 0.9 M sodium chloride, 0.06 M sodium phosphate, 6 mM EDTA pH 7.4) at 25Â°C, followed by stringent buffer (100 mmol/L MES, pH 6.7, 0.1 mol/L NaCl, 0.01% Tween 20) at 50Â°C. The arrays were stained with streptavidin-phycoerythrin (Molecular Probes, Eugene, OR), washed with 6xSSPE, incubated with biotinylated anti-streptavidin IgG, stained again with streptavidin-phycoerythrin, and washed again with 6xSSPE. The arrays were scanned using the GeneArray scanner (Affymetrix). Image analysis was performed with GeneChip software (Affymetrix, MAS 5.0). Normalization was performed by global scaling, with the arrays scaled to an average intensity of 500.

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Transcriptomic and phenotypic responses of L. monocytogenes with different growth efficiencies under acidic conditions

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