Unknown,Transcriptomics,Genomics,Proteomics

Dataset Information

Reference Design time-course

ABSTRACT: E.coli K-12 W3110 was grown in LB medium and harvested at each time point. And time series microarray experiments were performed based on reference desgin. In reference design, the control sample is collected at one representative time point. Combining with data from sequential design, more acculate and reliable expression series could be collected. Keywords: Reference design The control sample is collected at one representative time point.

ORGANISM(S): Escherichia coli

SUBMITTER: Naotake Ogasawara

PROVIDER: E-GEOD-6033 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Publications

Dynamics of time-lagged gene-to-metabolite networks of Escherichia coli elucidated by integrative omics approach.

Takahashi Hiroki H Morioka Ryoko R Ito Ryosuke R Oshima Taku T Altaf-Ul-Amin Md M Ogasawara Naotake N Kanaya Shigehiko S

Omics : a journal of integrative biology 20100923 1-2

In the postgenomics era, integrative analysis of several "omics" data is absolutely required for understanding the cell as a system. Integrative analysis of transcriptomics and metabolomics can lead to elucidation of gene-to-metabolite networks. When integrating different time series "omics" data, it is necessary to take into consideration a time lag between those data. In the present study, we conducted an integrative analysis of time series transcriptomics and metabolomics data of Escherichia ...[more]

PMID: 20863252

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Project description:Defects in homocysteine and folate metabolism are associated with increased risks for neural tube and congenital heart defects, cardiovascular disease and stroke, cancers, and neurodegeneration. In many but not all cases, dietary supplementation with folate significantly reduces the severity and incidence of these conditions. Common polymorphisms modulate these metabolic pathways and disease risks, but do not fully account for the particular birth defects and adult diseases that occur in at-risk individuals. To test whether other pathways contribute to disease pathogenesis, we analyzed global and pathway-specific changes in gene expression and levels of selected metabolites after depletion and repletion of dietary folate in two genetically distinct inbred strains of mice. Compared to the C57BL/6J strain, A/J showed greater homeostatic response to folate perturbation by retaining a higher serum folate level and minimizing global gene expression changes. Remarkably, folate perturbation led to systematic strain-specific differences only in the expression profile of the cholesterol biosynthesis pathway and translated to changes in levels of serum and liver total cholesterol. By genetically increasing serum and liver total cholesterol levels in APOE deficient mice, we modestly but significantly improved folate retention during folate depletion, suggesting an interplay between homocysteine and folate metabolism and cholesterol metabolism. Absence of measurable changes in global methylation patterns or amelioration of effects with supplementation with an alternative methyl donor suggest that dietary folate perturbations do not act through large-scale or general changes in methylation. These results suggest that homeostatic responses in cholesterol metabolism contribute to the beneficial effects of dietary folate supplementation. Keywords: time course, stress response, diet, genetic, homeostasis Six-week old female A/J and C57BL/6J mice were purchased from the Jackson Laboratory. All mice were raised on a control diet containing four ppm folic acid (Basal Diet 5755, TestDiet) for one week before the start of studies. Selected mice were then placed on folic acid deficient diet (58C3, TestDiet) containing 1% succinylsulfathiazole, a non-absorbable antibiotic commonly used to suppress folate production by bacteria in the intestine. We had nine different treatment plans per strain with eight replicate mice per treatment. There were four folic acid depletion treatment in which mice were placed on folic acid deficient diet for 1, 2, 7, or 14 days. There were two folic acid repletion treatment in which mice were placed on folic acid deficient diet for 14 days followed by 1 day on control diet and another set of mice on 14 days of folic acid deficient diet followed by 7 days of control diet. There were three control time points in which mice were placed on the control diet for 0, 9, or 22 days. Eight biological replicate liver tissue from each treatment was pooled and total RNA from each pool and total RNA from Universal Mouse Reference RNA (Stratagene) were aminoallyl labeled with Cy3 and Cy5 in duplicate, with reversing of dyes.

Project description:Defects in homocysteine and folate metabolism are associated with increased risks for neural tube and congenital heart defects, cardiovascular disease and stroke, cancers, and neurodegeneration. In many but not all cases, dietary supplementation with folate significantly reduces the severity and incidence of these conditions. Common polymorphisms modulate these metabolic pathways and disease risks, but do not fully account for the particular birth defects and adult diseases that occur in at-risk individuals. To test whether other pathways contribute to disease pathogenesis, we analyzed global and pathway-specific changes in gene expression and levels of selected metabolites after depletion and repletion of dietary folate in two genetically distinct inbred strains of mice. Compared to the C57BL/6J strain, A/J showed greater homeostatic response to folate perturbation by retaining a higher serum folate level and minimizing global gene expression changes. Remarkably, folate perturbation led to systematic strain-specific differences only in the expression profile of the cholesterol biosynthesis pathway and translated to changes in levels of serum and liver total cholesterol. By genetically increasing serum and liver total cholesterol levels in APOE deficient mice, we modestly but significantly improved folate retention during folate depletion, suggesting an interplay between homocysteine and folate metabolism and cholesterol metabolism. Absence of measurable changes in global methylation patterns or amelioration of effects with supplementation with an alternative methyl donor suggest that dietary folate perturbations do not act through large-scale or general changes in methylation. These results suggest that homeostatic responses in cholesterol metabolism contribute to the beneficial effects of dietary folate supplementation. Keywords: time course, stress response, diet, genetic, homeostasis Six-week old female C57BL/6J and B6.129P2-Apoetm1Unc/J (Piedrahita et al. 1992) mice were purchased from the Jackson Laboratory. All mice were raised on a control diet containing four ppm folic acid (Basal Diet 5755, TestDiet) for one week before the start of studies. Mice were then placed on folic acid deficient diet (58C3, TestDiet) containing 1% succinylsulfathiazole, a non-absorbable antibiotic commonly used to suppress folate production by bacteria in the intestine, for 14 days. A subset of these mice were placed back on control diet for 7 days after 14 day depletion. There were three groups of mice that underwent folic acid depletion and repletion. ApoE knockout mice on C57BL/6J background, C57BL/6J mice supplemented with 25mM choline and 50mM saccharine in drinking water, and C57BL/6J mice supplemented with 50mM saccharine. Saccharine was used to reduce the bitter taste of choline in the drinking water. We also had C57BL/6J mice on the control diet for 14 days and 21 days. These mice served as controls for treated mice from each time point during hybridization. The folate level in the control diet for this study was significantly lower than the previous study (GSE9242) due to greater loss of folic acid by irradiation of the diet. There were eight replicate mice per treatment group per folic acid perturbation protocol. An equal amount (by weight) of liver tissue from eight replicate mice was separated into two pools of four replicate tissues each. Pooled RNA from treated mice and pooled RNA from control mice for each time point were aminoallyl labeled with Cy3 and Cy5 in duplicate with reversing of dyes.

Project description:The fumarate and nitrate reductase regulator protein, FNR, is a global transcription factor that regulates major biochemical changes as Escherichia coli adapts from aerobic to anaerobic growth. The ability of an fnr mutant to grow anaerobically in the presence of trimethylamine-N-oxide (TMAO) as the terminal electron acceptor was exploited in microarray experiments designed to determine a minimum number of Escherichia coli K-12 MG1655 operons that are regulated directly by FNR. In an anaerobic glycerol-TMAO-fumarate medium, the fnr mutant grew as well as the parental strain, enabling us to reveal the response of the E. coli transcriptome to oxygen, nitrate and nitrite in the absence of glucose repression or artefacts due to variations in growth rate. Many of the discrepancies between previous microarray studies of the E. coli FNR regulon were resolved in this study. First data for 43 previously characterised FNR-dependent operons were analysed. The current microarray data confirmed 32 of these 43 assignments, but alone did not confirm FNR-activation of 5 operons (adhE, glpTQ, cydDC, hlyE and arcA), or FNR repression of 6 operons (hemA, narXL, tpx, yeiL, norVW or ubiCA). Thirty-six operons not previously known to be included in the FNR regulon were activated by FNR and a further 26 operons appeared to be repressed. For each of these operons, an excellent match to the consensus FNR-binding site sequence was identified. The FNR regulon therefore minimally includes at least 94, and possibly as many as 105, operons. Many FNR-activated promoters are also regulated by one or both of two nitrate- and nitrite-responsive two-component regulatory systems, NarX-NarL and NarQ-NarP. Comparison of transcripts in the parental strain and a narXL deletion mutant revealed that transcription of 51 operons is activated, directly or indirectly, by NarL in response to nitrate, and a further 41 are repressed. As phosphorylated NarL can bind to the NarP DNA target sequence, the narP gene was also deleted from the narXL mutant to reveal the extent of regulation by phosphorylated NarP. Fourteen promoters were more active in the narP+ strain than in the mutant, and a further 37 were strongly repressed. This is the first report that NarP might function as a global repressor as well as a transcription activator. The data also revealed possible new biochemical defence mechanisms against reactive nitrogen species. Keywords: genetic modification, growth conditions An fnr mutant is either unable to grow anaerobically in the presence of most terminal electron acceptors and a non-fermentable carbon source such as glycerol or lactate, or grows far more slowly than the parental strain. Under such conditions, any differences in the transcriptomes of an fnr mutant and its parental strain would be due to both direct effects of FNR, and to differences in growth rate. As glucose represses expression from some FNR-activated promoters replacement of glucose by a less repressing fermentable carbohydrate would decrease effects due to glucose repression, but to an unknown extent. We therefore exploited the fact that fnr mutants can be grown anaerobically in the presence of the non-fermentable and non-repressing carbon source, glycerol, in the presence of trimethylamine-N-oxide (TMAO) in addition to fumarate as the terminal electron acceptor. Furthermore, the presence of TMAO has a minimal effect on NarX-NarL or NarQ-NarP-dependent induction or repression. Under these conditions, the fnr mutant grows as well as the parental strain and the use of the glycerol-TMAO-fumarate medium enables us to reveal the response of the E. coli transcriptome to nitrate, nitrite and the two-component regulator system, NarX-NarL. In each large set of experiments a common pool of reference RNA isolated from bacteria that had been grown anaerobically, and in which FNR-activated genes were expressed at a significant level. A potential disadvantage of this approach was the risk that some promoters repressed by FNR would be expressed at such a low level that the microarray signals would be too low to yield reliable data. To check for this artefact, further experiments were completed in which the reference RNA was a pool of samples isolated from bacteria in the early exponential phase of aerobic growth. “Reference” RNA was isolated from at least four independent cultures grown to OD 0.5 to 0.6. “Test” RNA was isolated from three independent cultures grown to OD 0.5 to 0.6.

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Dataset Information

Reference Design time-course

Publications

Dynamics of time-lagged gene-to-metabolite networks of Escherichia coli elucidated by integrative omics approach.

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