Project description:Development of an updated genome-scale metabolic model of Clostridium thermocellum and its application for integration of multi-omics datasets
Project description:Clostridium thermocellum is a Gram-positive, anaerobic, thermophilic bacterium that ferments cellulose into ethanol. It is a candidate industrial consolidated bioprocess (CBP) biocatalyst for lignocellulosic bioethanol production to produce bioethanol directly from cellulosic biomass. However, few transcriptomic studies have been reported so far for C. thermocellum using biomass as carbon source. In this study, samples were taken from exponential and stationary phases of C. thermocellum cells growing in MTC media with pretreated switchgrass as carbon source, and transcriptomic profiling change of C. thermocellum during different growth phase was investigated using both expression array and tiling array. This study will help the understanding of gene expression of C. thermocellum using cellulosic biomass as carbon source and the knowledge will facilitate future metabolic engineering effort for strain improvement. [HX12 expression array]: A eleven array study using total RNA recovered from wild-type cultures of Clostridium thermocellum at different growth phase of T2 and T3 with switchgrass as carbon source. Two biological replicates used for each phase. [3Plex tiling array]: A six array study using total RNA recovered from wild-type cultures of Clostridium thermocellum at different growth phase of T2 and T3 with switchgrass as carbon source. Two biological replicates used for each phase.
Project description:Clostridium thermocellum is a Gram-positive, anaerobic, thermophilic bacterium that ferments cellulose into ethanol. It is a candidate industrial consolidated bioprocess (CBP) biocatalyst for lignocellulosic bioethanol production to produce bioethanol directly from cellulosic biomass. However, few transcriptomic studies have been reported so far for C. thermocellum using biomass as carbon source. In this study, samples were taken from exponential and stationary phases of C. thermocellum cells growing in MTC media with pretreated switchgrass as carbon source, and transcriptomic profiling change of C. thermocellum during different growth phase was investigated using both expression array and tiling array. This study will help the understanding of gene expression of C. thermocellum using cellulosic biomass as carbon source and the knowledge will facilitate future metabolic engineering effort for strain improvement.
Project description:Differential RNA-Seq analyses to investigate the basis for metabolic inhibition of Clostridium thermocellum M1570 by xylose. The M1570 strain was developed in the C. thermocellum DSM 1313 Δhpt background strain. Lactate dehydrogenase (Ldh) and phosphotransacetylase (Pta) genes are deleted (Argyros DA, Tripathi SA, Barrett TF, Rogers SR, Feinberg LF, Olson DG, Foden JM, Miller BB, Lynd LR, Hogsett DA, Caiazza NC: High ethanol titers from cellulose by using metabolically engineered thermophilic, anaerobic microbes. Appl Environ Microbiol 2010, 77:8288-8294 )
Project description:Clostridium thermocellum is a Gram-positive, anaerobic, thermophilic bacterium that ferments cellulose into ethanol. It is a candidate industrial consolidated bioprocess (CBP) biocatalyst for lignocellulosic bioethanol production. However, C. thermocellum is relatively sensitive to ethanol compared to yeast. Previous studies have investigated the membrane and protein composition of wild-type and ethanol tolerant strains, but relatively little is known about the genome changes associated with the ethanol tolerant C. thermocellum strain. In this study, C. thermocellum cultures were grown to mid-exponential phase and then either shocked with the supplementation of ethanol to a final concentration of 3.95 g/L (equal to 0.5% [v/v]) or were untreated. Samples were taken pre-shock and 2, 12, 30, 60, 120, 240 min post-shock for multiple systems biology analyses. The addition of ethanol dramatically reduced the C. thermocellum growth and the final cell density was approximately half of the control fermentations, with concomitant reductions in substrate consumption in the treated cultures. The response of C. thermocellum to ethanol was dynamic and involved more than six hundred genes that were significantly and differentially expressed between the different conditions over time and every functional category was represented. Cellobiose was accumulated within the ethanol-shocked C. thermocellum cells, as well as the sugar phosphates such as fructose-6-P and cellobiose-6-P. The comparison and correlation among intracellular metabolites, proteomic and transcriptomics profiles as well as the ethanol effects on cellulosome, hydrogenase glycolysis and nitrogen metabolism are discussed, which led us to propose that C. thermocellum may utilize the nitrogen metabolism to bypass the arrested carbon metabolism in responding to ethanol stress shock, and the nitrogen metabolic pathway and redox balance may be the key target for improving ethanol tolerance and production in C. thermocellum. A thirty array study using total RNA recovered from wild-type cultures of Clostridium thermocellum at different time points of 0, 12, 30, 60, 120, and 240 min post-inoculation with 3.95 g/L [0.5% (v/v)] treatment compred to that of control without ethanol supplementation. Two biological replicates for treatment and control condition.
Project description:Roberts2010 - Genome-scale metabolic network
of Clostridium thermocellum (iSR432)
This model is described in the article:
Genome-scale metabolic
analysis of Clostridium thermocellum for bioethanol
production.
Roberts SB, Gowen CM, Brooks JP,
Fong SS.
BMC Syst Biol 2010; 4: 31
Abstract:
BACKGROUND: Microorganisms possess diverse metabolic
capabilities that can potentially be leveraged for efficient
production of biofuels. Clostridium thermocellum (ATCC 27405)
is a thermophilic anaerobe that is both cellulolytic and
ethanologenic, meaning that it can directly use the plant
sugar, cellulose, and biochemically convert it to ethanol. A
major challenge in using microorganisms for chemical production
is the need to modify the organism to increase production
efficiency. The process of properly engineering an organism is
typically arduous. RESULTS: Here we present a genome-scale
model of C. thermocellum metabolism, iSR432, for the purpose of
establishing a computational tool to study the metabolic
network of C. thermocellum and facilitate efforts to engineer
C. thermocellum for biofuel production. The model consists of
577 reactions involving 525 intracellular metabolites, 432
genes, and a proteomic-based representation of a cellulosome.
The process of constructing this metabolic model led to
suggested annotation refinements for 27 genes and
identification of areas of metabolism requiring further study.
The accuracy of the iSR432 model was tested using experimental
growth and by-product secretion data for growth on cellobiose
and fructose. Analysis using this model captures the
relationship between the reduction-oxidation state of the cell
and ethanol secretion and allowed for prediction of gene
deletions and environmental conditions that would increase
ethanol production. CONCLUSIONS: By incorporating genomic
sequence data, network topology, and experimental measurements
of enzyme activities and metabolite fluxes, we have generated a
model that is reasonably accurate at predicting the cellular
phenotype of C. thermocellum and establish a strong foundation
for rational strain design. In addition, we are able to draw
some important conclusions regarding the underlying metabolic
mechanisms for observed behaviors of C. thermocellum and
highlight remaining gaps in the existing genome
annotations.
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