Unknown,Transcriptomics,Genomics,Proteomics

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Expression data from Saccharomyces cerevisiae

ABSTRACT: In this study, we characterize the protein uptake and degradation pathways of S. cerevisiae to better understand its impact on protein secretion titers. We do find that S. cerevisiae can consume significant (g/L) quantities of whole proteins. Characterizing the systems with metabolomics and transcriptomics, we identify metabolic and regulatory markers that are consistent with uptake of whole proteins by endocytosis, followed by intracellular degradation and catabolism of substituent amino acids. Uptake and degradation of recombinant protein products may be common in S. cerevisiae protein secretion systems, and the current data should help formulate strategies to mitigate product loss. Saccharomyces cerevisiae strains at different cultivation conditions were selected at early glucose phase in batch fermentations for RNA extraction and hybridization on Affymetrix microarrays. Biological triplicates were applied, and strains growing at normal conditions (with no BSA supplemented) were used as the control strain.

ORGANISM(S): Saccharomyces cerevisiae

SUBMITTER: Zihe Liu

PROVIDER: E-GEOD-49025 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Project description:The protein secretory pathway must maintain homoeostasis while producing a wide assortment of proteins in different conditions. It is also used extensively to produce many useful proteins in biotechnology. As such, secretory pathway dysfunction can be highly detrimental to the cell, resulting in the molecular basis for many human diseases, and can drastically inhibit product titers in biochemical production. Because the secretory pathway is a highly-integrated, multi-organelle system, dysfunction can happen at many levels and dissecting the root cause can be challenging. To better understand some of these dysfunctions, we measured multiple systems-level states of the cell (physiology, transcriptome, metabolism) while secreting a small protein (insulin precursor) or a large protein (?-amylase). This was carried out in the presence and absence of HAC1, a key transcription factor in maintaining secretory homeostasis. Clear trends in cellular stress were apparent across multiple data resulting from our perturbations. In particular, processes involving (1) degradation of protein / recycling amino acids, (2) overall transcription/translation repression, and (3) oxidative stress. Apparent runaway oxidative radical production was explained by a thermodynamic model that we put forward for disulfide formation in the endoplasmic reticulum. This model predicts that balancing the relative rates of protein folding and disulfide bond formation are key to easing oxidative stress. These predictions have direct implications in how to engineer a broad range of recombinant proteins for secretion and provide potential hypotheses for the root causes of several secretory-associated diseases. Yeast strains were constructed that produce and secrete (a) IP or (b) ?-amylase and were compared to yeast strains containing (c) an empty vector in both wild-type and HAC1 deletion backgrounds. These strains are named WN (WT with empty vector), WI (WT secreting IP), WA (WT secreting ?-amylase), dN (?hac1 with empty vector), dI (?hac1 secreting IP), and dA (?hac1 secreting ?-amylase). Strains were characterized in batch fermentation and samples were taken in mid-exponential phase. Triplicate fermentations were carried out for each strain.

Project description:Clostridium ljungdahlii derives energy by acetogenesis as a lithotrophic pathway and as part of various organotrophic pathways. Its recently sequenced genome has made it possible to discover changes in gene expression that occur in different growth modes, from which strategies for biofuel production may be developed. C. ljungdahlii was grown with fructose as an organoheterotrophic substrate and also lithoautotrophically, either on syngas or with H2 as the electron donor and CO2 as the electron acceptor. RNA extracted from all three conditions was analyzed by hybridization to a microarray, and gene expression was compared quantitatively by RNA-Seq of C. ljungdahlii grown with fructose and with H2 and CO2. Results. Strongly upregulated (> 10-fold, p < 0.05) genes with both syngas and H2/CO2 encode enzymes that degrade aspartate and arginine through the urea cycle to control the release of ammonia from amino acids. Numerous genes for uptake and degradation of peptides and amino acids, response to sulfur starvation, and molybdopterin-dependent pathways were also significantly (> 2-fold, p < 0.05) upregulated, along with three potentially NADPH-producing pathways for which the key metabolites are (S)-malate, ornithine and 6-phospho-D-gluconate. Upregulation of genes implicated in quorum sensing, sporulation and cell wall remodeling suggests a global and multicellular response to lithoautotrophic conditions. With syngas, (R)-lactate dehydrogenase and associated electron transfer flavoproteins were upregulated, representing a route of electron transfer from ferredoxin to NAD that is independent of the proton-translocating Rnf complex. With H2/CO2, a flavodoxin and histidine biosynthesis enzymes were upregulated. Genes for degradation of purine bases entering the cell by facilitated diffusion were upregulated in lithotrophic cells, whereas genes for degradation of adenine or adenosine derivatives entering by active transport were significantly (2-fold, p < 0.05) downregulated. The most downregulated genes, after those specific to fructose metabolism, encode enzymes of pyrimidine and purine biosynthesis, arginine fermentation to ornithine, threonine biosynthesis and phosphate uptake. Genes for biogenesis of an intracytoplasmic microcompartment were downregulated, within which (S)-1,2-propanediol dehydratase and other enzymes may dispose of methylglyoxal, a toxic byproduct of glycolysis, as 1-propanol. Several redox-active proteins, both cytoplasmic and membrane-associated, and predicted cell surface proteins were identified as differentially regulated. Conclusion. The transcriptomic profiles of C. ljungdahlii in lithoautotrophic and organoheterotrophic growth modes indicate large-scale physiological and metabolic differences, observations that may guide the production of biofuels and commodity chemicals with this species.

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Expression data from Saccharomyces cerevisiae

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