Unknown,Transcriptomics,Genomics,Proteomics

Dataset Information

Clostridium acetobutylicum ATCC 824 time course with Agilent Arrays

ABSTRACT: Using our newly designed C. acetobutylicum arrays we analyzed the mRNA changes during a time course experiment (up to 66 h) paying special attention on the study of the late timepoints. Keywords: time course Samples were taken from a Bioflow II reactor at 6, 7, 8, 9, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 44, 48, 54, 58, and 66 hrs after bioreactor inoculation. Two slides per timepoint were hybridized on a dye swap configuration. The control mRNA was generated by combining samples taken at 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 44, 48, 54, 58, and 66 hrs after bioreactor inoculation. For timepoints 6, 8, 14, 32, 38, 66 our internal quality control check suggested a larger than normal variation of the intensities in the control channel and a third slide was hybridized. The discarded slides are GSM141189, GSM141203, GSM141222, GSM141229 and GSM141242.

ORGANISM(S): Clostridium acetobutylicum

SUBMITTER: Ryan Sillers

PROVIDER: E-GEOD-6094 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Publications

The transcriptional program underlying the physiology of clostridial sporulation.

Jones Shawn W SW Paredes Carlos J CJ Tracy Bryan B Cheng Nathan N Sillers Ryan R Senger Ryan S RS Papoutsakis Eleftherios T ET

Genome biology 20080716 7

<h4>Background</h4>Clostridia are ancient soil organisms of major importance to human and animal health and physiology, cellulose degradation, and the production of biofuels from renewable resources. Elucidation of their sporulation program is critical for understanding important clostridial programs pertaining to their physiology and their industrial or environmental applications.<h4>Results</h4>Using a sensitive DNA-microarray platform and 25 sampling timepoints, we reveal the genome-scale tra ...[more]

PMID: 18631379

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Project description:Biotechnology-derived therapeutics manufacturing is highly regulated to assure product quality, safety and efficacy. Process conditions are closely monitored as they can influence product characteristics. Culture of mammalian cells at different scales is a vital part of biomanufacturing. Currently, scale up of bioreactors is largely done based on engineering parameters such as oxygen transfer and mixing characteristics. There is a lack of genomic translational studies in mammalian cell culture scale-up that can help delineate measurable cellular attributes for improved process understanding. These could be used for quantifying physiological response of cells due to changes in bioreactor environment. In this study, we identified 18 process-sensitive sentinel genes using microarray statistical analysis, which we further verified by qRT-PCR. These were differentially expressed transcripts between a typical 5 liter bench-scale bubble-aerated and impeller-agitated bioreactor and novel 35 mL high-throughput minibioreactors. Using expression changes and biochemical-pathway guidance of these sentinel genes, we were able to tune engineering parameters such that the improved scale-down resulted in both process parameter and sentinel gene profile convergence between the two systems, further solidifying the functionality evidence of these sentinel genes. This study serves as a starting point for developing qRT-PCR assays as comparability metrics that could be performed near-at-line during the cell culture process itself leading to enhanced process control. Additional broad applications of sentinel genes could be to validate different manufacturing facilities for the same product, and allow better process definition by fingerprinting the manufacturing process for more rapid biogenerics and vaccine approvals. We ran consecutive bioreactor (5L and HTCB) runs, each with an independent vial thaw, to achieve multiple biological replicates per time-point. Bioreactors were sampled approximately every 12 hours for RNA extraction. For the 5L bioreactors, microarray samples were run for day 1 (n=2), day 2 (n=2), day 3 (n=3), and day 3.5 (n=3). Here 2 or 3 of the three biological replicates run for each time-point were included in the analysis, based on >70% genes found. For the High-Throughput Controlled Minibioreactors (HTCB), microarray samples were run for day 1 (n=3), day 2 (n=3), day 3 (n=3), day 4 (n=2), and day 4.5 (n=2). Here 2 to 4 of the 4 biological replicate runs were included in the analysis, based on >70% genes found. We define early exponential as day 1, peak exponential as day 2 and day 3 and late stationary as day 3.5.

Project description:The role of estrogen and testosterone in the regulation of gene expression in the proximal reproductive tract is not completely understood. To address this question, mice were treated with testosterone or estradiol and RNA from the efferent ducts and caput epididymis was processed and hybridized to Affymetrix MOE 430 2.0 microarrays. Analysis of array output identified probe sets in each tissue with altered levels in hormone treated versus control animals. Hormone treatment efficacy was confirmed by determination of serum hormone levels pre- and post-treatment and observed changes in transcript levels of previously reported hormone-responsive genes. Tissue-specific hormone sensitivity was observed with 2867 and 3197 probe sets changing significantly in the efferent ducts after estrogen and testosterone treatment, respectively. In the caput epididymis, 117 and 268 probe sets changed after estrogen and testosterone treatment, respectively, demonstrating a greater response to hormone in the efferent ducts than the caput epididymis. Transcripts sharing similar profiles in the intact and hormone-treated animals compared with castrated controls were also identified. Ontological analysis of probe sets revealed a significant number of hormone-regulated transcripts encode proteins associated with lipid metabolism, transcription and steroid metabolism in both tissues. Real-time RT-PCR was employed to confirm array data and investigate other potential hormone-responsive regulators of proximal reproductive tract function. The results of this work reveal previously unknown responses to estrogen in the caput epididymis and to testosterone in the efferent ducts as well as tissue specific hormone sensitivity in the proximal reproductive tract. Adult animals were castrated or sham-castrated, allowed to recover for 14 days, and then treated with 0.015 mg estradiol (castrated), 0.015 mg testosterone propionate (castrated), or vehicle (castrated and sham-castrated as biological controls) in duplicate. Efferent duct and caput epididymis was collected from each sample and analyzed. Duplicates are included in the provided data and numbered 1 or 2 for each treatment regimen.

Dataset Information

Clostridium acetobutylicum ATCC 824 time course with Agilent Arrays

Publications

The transcriptional program underlying the physiology of clostridial sporulation.

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