Project description:The transcriptome profiles for wild-type (plasmid-free) and recombinant (plasmid-bearing) Escherichia coli during well-controlled synchronized high-cell-density fed-batch cultures were analyzed by DNA microarrays. It was observed that the growth phase significantly affected the transcriptome profiles, and the transcriptome profiles were significantly different for the recombinant and wild-type cultures. The response of the wild-type and recombinant cultures to an isopropyl-1-thio-β-D-galactopyranoside- (IPTG-) addition was examined, where IPTG induced recombinant protein production in the plasmid-bearing cultures. The IPTG-addition significantly altered the transcriptome response of the wild-type cultures entering the stationary phase. The IPTG-induced recombinant protein production resulted in a significant down-regulation of many energy synthesis genes (atp, nuo, cyo), as well as nearly all transcription- and translation-related genes (rpo, rpl, rpm, rps, rrf, rrl, rrs). Numerous phage (psp, hfl) and transposon-related genes (tra, ins) were significantly regulated in the recombinant cultures due to the IPTG-induction. These results indicate that the signaling mechanism, associated with the recombinant protein production, may induce a metabolic burden in the form of a phage defense mechanism. Taken together, these results indicated that recombinant protein production initiated a cascade of transcriptome responses that down-regulated the very genes needed to sustain productivity. In this study, the transcriptome profiles for recombinant and wild-type E. coli cultures were compared. The recombinant and wild-type cultures were monitored during the exponential growth phase and as the cultures entered the stationary phase. Well-controlled fed-batch fermenters were used to synchronize the high-cell density cultures. E. coli MG1655 [pPROEx-CAT] and E. coli MG1655 (plasmid-free) were exposed to IPTG in the exponential phase, where chloramphenicol acetyltransferase (CAT) expression was induced in the plasmid-bearing cultures. Control cultures, not exposed to IPTG, were also examined. The gene expression profiles were determined using DNA microarrays. Recombinant protein production was shown to result in a metabolic burden due to significant down-regulation of the transcription, translation, and energy synthesis genes. This was the first comprehensive study that has examined the transcriptome of wild-type and recombinant cultures under the same set of conditions. This data indicated that one cannot merely extrapolate the behavior of recombinant cultures from wild-type culture data. Experiment Overall Design: All fermentations were synchronized in time to the time at which the cell density reached approximately 11.5 OD, or roughly 70% of the fermenter’s maximum cell density. IPTG (5 mM) was added when the cell density reached the targeted OD for the cultures to be induced. Cells were harvested at 0, 1, 2, 3, 4, and 5 hours relative to the synchronization time point (identified as Time S0, S1, etc). Each fermentation condition was conducted in duplicate. For the recombinant Control Time S0 sample, triplicate samples were available since prior to the IPTG-addition, all fermentations within a strain were replicates. All fermentation conditions were repeated twice (two biological replicates). RNA from each biological replicate was purified and processed independently. Three biological replicates were obtained from for the recombinant Control sample (Time S0) since the cultures prior to the IPTG-addition were replicates. Prior to hybridization, where only two biological replicates existed, one of the RNA samples was divided into two technical replicates, resulting in three separate hybridized chips. The wild-type Time S0 samples and all Time S1 and S4 samples contained data from three DNA microarrays obtained from two biological duplicates (30 DNA microarrays total).

Project description:Recombinant Escherichia coli cultures are used to manufacture numerous therapeutic proteins and industrial enzymes, where many of these processes use elevated temperatures to induce recombinant protein production. The heat-shock response in wild-type E. coli has been well studied. In this study, the transcriptome profiles of recombinant E. coli subjected to a heat-shock and to a dual heat-shock recombinant protein induction were examined. Most classical heat-shock protein genes were identified as regulated in both conditions. The major transcriptome differences between the recombinant and reported wild-type cultures were heavily populated by hypothetical and putative genes, which indicates recombinant cultures utilize many unique genes to respond to a heat-shock. Comparison of the dual stressed culture data with literature recombinant protein induced culture data revealed numerous differences. The dual stressed response encompassed three major response patterns: induced-like, in-between, and greater than either individual stress response. Also, there were no genes that only responded to the dual stress. The most interesting difference between the dual stressed and induced cultures was the amino acid-tRNA gene levels. The amino acid-tRNA genes were elevated for the dual cultures compared to the induced cultures. Since tRNAs facilitate protein synthesis via translation, this observed increase in amino acid-tRNA transcriptome levels, in concert with elevated heat-shock chaperones, might account for improved productivities often observed for thermo-inducible systems. Most importantly, the response of the recombinant cultures to a heat-shock was more profound than wild-type cultures, and further, the response to recombinant protein induction was not a simple additive response of the individual stresses. The objective of the present work is to gain a better understanding of the heat-shock response in recombinant cultures and how this response might impact recombinant protein production. To accomplish this objective, the transcriptome response of recombinant cultures subjected to a heat-shock and a dual heat-shock recombinant protein induction were analyzed. The transcriptome levels were determined using Affymetrix E. coli Antisense DNA microarrays, such that the entire genome was evaluated. These two transcriptome responses were also compared to recombinant cultures at normal growth temperature that were not over-expressing the recombinant protein and a set of literature recombinant culture data that were chemically induced to over-express the recombinant protein. Additionally, the heat-shock response of the recombinant cultures was compared to the literature report of the heat-shock response in wild-type cultures. The results of the global transcriptome analysis demonstrated that recombinant cultures respond differently to a heat-shock stress than wild-type cultures, where the transcriptome response of the recombinant cultures is further modified by production of a recombinant protein. Experiment Overall Design: The heat-shock and recombinant protein production phases were synchronized to the cell density of 11.5 OD, which is referred to as Sample Time 0. For the heat-shocked cultures, the temperature was increased from 37°C to 50°C over 8 minutes beginning at Sample Time 0. The temperature and duration used in this study are the same conditions used to evaluate the heat-shock in wild-type cultures. The temperature was then decreased from 50°C to 37°C over 4 minutes. For the dual heat-shocked recombinant protein production cultures, 5 mM IPTG was added 8 minutes after Sample Time 0. The unstressed recombinant cultures were conducted similarly, except without the heat-shock or IPTG-addition. Each sample condition was obtained from at least two separate fermentations (two biological replicates). RNA from each biological replicate was purified and processed independently. Prior to hybridization, where only two biological replicates existed, one of the processed samples was divided (two technical replicates), resulting in three separate hybridized chips. The heat-shocked and dual stressed culture samples all consisted of three technical replicates from two biological duplicates. For the unstressed culture samples, triplicate samples were obtained for the 11.5 OD and duplicates for the 14 OD conditions. There were no statistical differences between the 11.5 and 14 OD unstressed samples (p ≤ 0.001). Thus, the unstressed culture transcriptome profile consisted of six technical replicates from five biological replicates and four independent fermentations.

Project description:Recombinant Escherichia coli cultures are used to manufacture numerous therapeutic proteins and industrial enzymes, where many of these processes use elevated temperatures to induce recombinant protein production. The heat-shock response in wild-type E. coli has been well studied. In this study, the transcriptome profiles of recombinant E. coli subjected to a heat-shock and to a dual heat-shock recombinant protein induction were examined. Most classical heat-shock protein genes were identified as regulated in both conditions. The major transcriptome differences between the recombinant and reported wild-type cultures were heavily populated by hypothetical and putative genes, which indicates recombinant cultures utilize many unique genes to respond to a heat-shock. Comparison of the dual stressed culture data with literature recombinant protein induced culture data revealed numerous differences. The dual stressed response encompassed three major response patterns: induced-like, in-between, and greater than either individual stress response. Also, there were no genes that only responded to the dual stress. The most interesting difference between the dual stressed and induced cultures was the amino acid-tRNA gene levels. The amino acid-tRNA genes were elevated for the dual cultures compared to the induced cultures. Since tRNAs facilitate protein synthesis via translation, this observed increase in amino acid-tRNA transcriptome levels, in concert with elevated heat-shock chaperones, might account for improved productivities often observed for thermo-inducible systems. Most importantly, the response of the recombinant cultures to a heat-shock was more profound than wild-type cultures, and further, the response to recombinant protein induction was not a simple additive response of the individual stresses. The objective of the present work is to gain a better understanding of the heat-shock response in recombinant cultures and how this response might impact recombinant protein production. To accomplish this objective, the transcriptome response of recombinant cultures subjected to a heat-shock and a dual heat-shock recombinant protein induction were analyzed. The transcriptome levels were determined using Affymetrix E. coli Antisense DNA microarrays, such that the entire genome was evaluated. These two transcriptome responses were also compared to recombinant cultures at normal growth temperature that were not over-expressing the recombinant protein and a set of literature recombinant culture data that were chemically induced to over-express the recombinant protein. Additionally, the heat-shock response of the recombinant cultures was compared to the literature report of the heat-shock response in wild-type cultures. The results of the global transcriptome analysis demonstrated that recombinant cultures respond differently to a heat-shock stress than wild-type cultures, where the transcriptome response of the recombinant cultures is further modified by production of a recombinant protein.

Project description:For over 30 years, serine hydroxamate has been used to chemically stimulate a stringent response in Escherichia coli and other bacteria. These studies have elucidated numerous characteristics of the classical stringent response beyond the simple cellular response to an amino acid shortage, including phospholipid synthesis and protease up-regulation. In this study, the effects of a serine hydroxamate addition on high cell density recombinant E. coli were examined and compared to the effects of recombinant protein production to determine overlaps, as recombinant protein production stress has often been attributed to amino acid shortages. Both the transcriptome and growth characteristics were evaluated and compared. The serine hydroxamate addition profoundly decreased the culture growth rate, whereas, recombinant protein production did not. Conversely, the transcriptome profile of the recombinant E. coli cultures were relatively unaffected by the serine hydroxamate addition, yet recombinant protein production dramatically changed the transcriptome profile. A subset of the classical stringent response genes were effected by the serine hydroxamate addition, whereas, recombinant protein production regulated numerous classical stringent response genes; however, not all. The genes that were regulated by the serine hydroxamate addition include numerous fatty acid synthesis genes, in agreement with altered phospholipids synthesis reports. These results indicate that recombinant protein production and the stringent response have many overlapping responses; however, are far from identical. It was hypothesized that recombinant protein production leads to a stringent response due to the high amino acid synthesis demands related to recombinant protein synthesis. A comparison of the transcriptomes during recombinant protein production and a chemical imposed stringent response would assist with determining what portion of the “metabolic burden” associated with recombinant protein production is due to amino acid shortages. In this study, the transcriptome profiles of recombinant E. coli were examined and compared for the three culture conditions: 1) Normal growth, no external stress; 2) L-serine hydroxamate addition (to mediate a stringent response); and 3) IPTG-induction to produce the recombinant protein chloramphenicol acetyltransferase (CAT). The transcriptome profiles from these three conditions were analyzed using Affymetrix Anti-sense E. coli GeneChip® microarrays. Experiment Overall Design: For the serine hydroxamate fermentations, cells were harvested immediately prior to the serine hydroxamate-addition (Time S0) and 1-hour post serine hydroxamate-addition (Time S1). For the IPTG-induced fermentations, cells were harvested immediately prior to the IPTG-addition (Time S0) and 1-hour post-induction (Time S1). For the uninduced (unstressed) fermentations, cells were harvested at Time S0 and Time S1, for which the timing was synchronized with the serine hydroxamate and IPTG fermentations based on OD for Time S0 and time for Time S1. Each fermentation condition was repeated (two biological replicates). RNA from each biological replicates was purified and processed independently. Three biological replicates were obtained for the control condition (Time S0), since prior the serine hydroxamate- or IPTG- addition all fermentations were replicates. Prior to DNA microarray hybridization, where only two biological replicates existed, one of the processed samples was divided into two technical replicates, resulting in three separate hybridized chips. All Time S1 samples contained three technical replicates from two biological duplicates, whereas the control Time S0 measurement contained three biological replicates.

Project description:For over 30 years, serine hydroxamate has been used to chemically stimulate a stringent response in Escherichia coli and other bacteria. These studies have elucidated numerous characteristics of the classical stringent response beyond the simple cellular response to an amino acid shortage, including phospholipid synthesis and protease up-regulation. In this study, the effects of a serine hydroxamate addition on high cell density recombinant E. coli were examined and compared to the effects of recombinant protein production to determine overlaps, as recombinant protein production stress has often been attributed to amino acid shortages. Both the transcriptome and growth characteristics were evaluated and compared. The serine hydroxamate addition profoundly decreased the culture growth rate, whereas, recombinant protein production did not. Conversely, the transcriptome profile of the recombinant E. coli cultures were relatively unaffected by the serine hydroxamate addition, yet recombinant protein production dramatically changed the transcriptome profile. A subset of the classical stringent response genes were effected by the serine hydroxamate addition, whereas, recombinant protein production regulated numerous classical stringent response genes; however, not all. The genes that were regulated by the serine hydroxamate addition include numerous fatty acid synthesis genes, in agreement with altered phospholipids synthesis reports. These results indicate that recombinant protein production and the stringent response have many overlapping responses; however, are far from identical. It was hypothesized that recombinant protein production leads to a stringent response due to the high amino acid synthesis demands related to recombinant protein synthesis. A comparison of the transcriptomes during recombinant protein production and a chemical imposed stringent response would assist with determining what portion of the “metabolic burden” associated with recombinant protein production is due to amino acid shortages. In this study, the transcriptome profiles of recombinant E. coli were examined and compared for the three culture conditions: 1) Normal growth, no external stress; 2) L-serine hydroxamate addition (to mediate a stringent response); and 3) IPTG-induction to produce the recombinant protein chloramphenicol acetyltransferase (CAT). The transcriptome profiles from these three conditions were analyzed using Affymetrix Anti-sense E. coli GeneChip® microarrays.

Project description:In this experiment two strains were compared. The control strain was the wild type strain containing the plasmid, pCD341. pCD341 is an inducible expression vector, a plasmid which can be used to make a bacterium produce a protein of interest. It is called inducible, because the protein of interest will only be produced if an inducer, in this case, IPTG, is present. In the control strain pCD341 is "empty", meaning the gene encoding the protein of interest has not been inserted into the vector, so when you add IPTG nothing will be produced. Because producing plasmid and being exposed to IPTG can stress cells, the wild type strain harboring the "empty" plasmid was used as the control. The experimental strain DL1/pCD341RpoN contained the a "full" vector into which the gene for the sigma factor RpoN was been inserted. Thus when IPTG is added to the growth medium, this strain will overproduce RpoN. RpoN is an alternative sigma factor, a subunit of the RNA polymerase which is required for binding of the polymerase to specific promoters and is therefore required for the transcription of genes with these promoter sequences. Most bacteria have multiple sigma factors, many of which have specialized functions. In many other bacteria, RpoN is required for the expression of genes involved in nitrogen fixation. However, in G.sulfurreducens and myxococcus xanthus, RpoN appears to essential for survival under all conditions tested and its function and promoter specificity are not known. This experiment was performed in order to gain insight into the physiological function of G. sulfurreducens RpoN. Since we could not knock out RpoN, we decided to try overproducing it, hoping that overproducing RpoN would increase expression of genes who's promoters are recognized by RpoN. We took the wild type strain + empty vector and and the wild type strain with the RpoN vector and transferred them both into medium containing IPTG. For this experiment, we used batch cultures, or closed culture containers (no media nutrients or cells flowing in and out). We harvested cells at mid log phase for RNA preparation. There were three biological replicates and two replicate hybridizations were carried out for each. Keywords: cell type comparison

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Transcriptome Profiles For High-Cell-Density Recombinant and Wild-Type E. coli

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