- Research article
- Open Access
Characterizing metabolic interactions in a clostridial co-culture for consolidated bioprocessing
BMC Biotechnology volume 13, Article number: 95 (2013)
Clostridial co-culture containing cellulolytic and solventogenic species is a potential consolidated bioprocessing (CBP) approach for producing biochemicals and biofuels from cellulosic biomass. It has been demonstrated that the rate of cellulose utilization in the co-culture of Clostridium acetobutylicum and Clostridium cellulolyticum is improved compared to the mono-culture of C. cellulolyticum (BL 5:119-124, 1983). However, the metabolic interactions in this co-culture are not well understood. To investigate the metabolic interactions in this co-culture we dynamically characterized the physiology and microbial composition using qPCR.
The qPCR data suggested a higher growth rate of C. cellulolyticum in the co-culture compared to its mono-culture. Our results also showed that in contrast to the mono-culture of C. cellulolyticum, which did not show any cellulolytic activity under conditions similar to those of co-culture, the co-culture did show cellulolytic activity even superior to the C. cellulolyticum mono-culture at its optimal pH of 7.2. Moreover, experiments indicated that the co-culture cellulolytic activity depends on the concentration of C. acetobutylicum in the co-culture, as no cellulolytic activity was observed at low concentration of C. acetobutylicum, and thus confirming the essential role of C. acetobutylicum in improving C. cellulolyticum growth in the co-culture. Furthermore, butanol concentration of 350 mg/L was detected in the co-culture batch experiments.
These results suggest the presence of synergism between these two species, while C. acetobutylicum metabolic activity significantly improves the cellulolytic activity in the co-culture, and allows C. cellulolyticum to survive under harsh co-culture conditions, which do not allow C. cellulolyticum to grow and metabolize cellulose independently. It is likely that C. acetobutylicum improves the cellulolytic activity of C. cellulolyticum in the co-culture through exchange of metabolites such as pyruvate, enabling it to grow and metabolize cellulose under harsh co-culture conditions.
In consolidated bioprocessing (CBP) all four biological steps involved in the conversion of cellulosic biomass, which includes production of saccharolytic enzymes, hydrolysis of the polysaccharides present in pre-treated biomass, and fermentation of hexose and pentose sugars present in the hydrolyzate to desired products, takes place in one bioreactor using a single microorganism or a microbial consortium without the external addition of saccharolytic enzymes . Consolidated bioprocessing has been proposed to decrease the production cost by eliminating the costs associated with the cellulase production stage. CBP requires microorganisms with both rapid conversion of cellulose and high product yield, productivities and titres, while such microbes have not been identified in nature yet and need to be developed [2–5]. To realize this aim, two strategies have be applied: the native strategy which improves the product formation capabilities, such as yield and titre in natural cellulolytic microorganisms [6–11], and the recombinant strategy that involves engineering non-cellulolytic organisms with high product yields so that they will express heterologous cellulase and be able to utilize cellulose [1, 5, 12].
An alternative method for the production of biobutanol and biochemicals from cellulosic biomass in a consolidated bioprocessing approach is the use of mesophilic clostridial co-culture. Clostridium acetobutylicum shows an effective capability to ferment cellulose derived sugars as well as hemicellulose derived sugars, such as cellobiose, mannose, arabinose, xylose, glucose, and galactose to acetone, butanol, and ethanol [13–16]. Thus, the co-culture of this bacterial species with a mesophilic cellulose degrading bacterium can be an efficient approach. Clostridium cellulolyticum is a cellulolytic, mesophilic bacterium which is able to solublize crystalline cellulose in pretreated hardwood . A simplified scheme of this clostridial co-culture fermentation on cellulose is presented in Figure 1. C. cellulolyticum synthesizes cellulosome, which is an extracellular multi-enzymatic complex, and degrades cellulose, with the use of this cellulosome, to glucose and soluble cellodextrins (mainly cellobiose), which can be fermented by both species in the co-culture.
The co-culture of C. cellulolyticum with C. acetobutylicum has been studied previously, and it has been shown that cellulolytic activity is the limiting factor in the co-culture fermentation since most of the cellulase activity products are consumed by C. acetobutylicum. The fermentation products have been mainly butyric acid along with butanol, acetic acid and ethanol, and the lack of glucose, which is required for solvent production due to low cellulolytic activity, was hypothesized to be the reason for acid accumulation [18, 19]. Furthermore, three times more cellulosic material was degraded in the co-culture compared to the mono-culture of C. cellulolyticum due to the utilization of cellulase activity products and the elimination of their repressive effects , suggesting the presence of synergism between these two species. The analysis of this effect can be valuable for optimizing the rate of cellulosic material degradation.
Therefore, in this study, we investigated metabolic interactions in this co-culture by developing a comparative qPCR analysis of the co-culture and mono-cultures of C. cellulolyticum and C. acetobutylicum. Investigation of the metabolism in this clostridial co-culture along with the mono-cultures revealed that significant increase in the rate of cellulose hydrolysis can be achieved using the co-culture and making use of the synergism existing between the two clostridial species. It is likely that C. acetobutylicum improves the cellulolytic activity of C. cellulolyticum in the co-culture through exchange of metabolites such as pyruvate, enabling it to grow and metabolize cellulose under harsh co-culture conditions. This clostridial co-culture can offer a considerable potential CBP approach for producing commodity chemicals from cellulosic biomass, taking advantage of C. acetobutylicum metabolic potential in converting sugars to variety of chemicals.
Results and discussion
Experimental characterization of C. cellulolyticumcellulolytic activity at high cellulose concentration, addressing the pH effect
In the previous co-culture study , the pH effect on C. cellulolyticum growth and cellulolytic activity has not been addressed; therefore, to investigate the pH effect on C. cellulolyticum growth and cellulolytic activity in a mono-culture at high cellulose concentration of 20 g/L, two batch cultures of C. cellulolyticum were conducted: one batch at pH of 7.2, which is an optimal pH for C. cellulolyticum growth and cellulolytic activity , and another batch with the same pH profile as the co-culture run, i.e. initially at pH of 7.0 for 2 days followed by a pH switch to 6.0. The profiles of cellulose solubilization and biomass concentration are shown in Figure 2. In the mono-culture at pH of 7.2, TOC data showed that 1.5 g/L of carbon was solubilized after 14 days, which is equivalent to 4.9 g/L of cellulose degraded, assuming 24% of carbon flow goes towards CO2 formation; this amount of degraded cellulose was comparable to 5.1 g/L reported for the C. cellulolyticum mono-culture at the same initial cellulose concentration [19, 22]. Also, qPCR data showed that cells reached a stationary growth phase after 9 days with a maximum cell density of 5× 109 cell/mL and a specific growth rate of 1.23 day-1.
In contrast, the mono-culture run under co-culture pH profile did not show any cellulose solubilization during the batch (Figure 2), and cells had a very low growth rate of 0.16 day-1 (87% decrease) compared to the mono-culture batch at pH of 7.2. The effect of pH on C. cellulolyticum growth and cellulolytic activity at low cellulose concentration of 3.7 g/L has been addressed previously , and it has been shown that C. cellulolyticum is significantly affected by acidic pH, where a pH drop from 7.0 to 6.4 leads to fourfold lower biomass concentration. It has been suggested that acidic pH hampers biomass formation, likely through direct effect of pH on a cellular constituent such as an enzyme or a transport protein, rather than cellulose degradation capability in C. cellulolyticum. This argument is supported by the observation that the flux through cellulose degradation reaction remains almost unvarying, in the range of 1.69 to 1.84 mmol (g cell. h)-1, while pH varies between 6.4 to 7.0 . However, regardless of the mechanism of inhibition, this pH effect must be considered when comparing cellulolytic activity and C. cellulolyticum growth and metabolism in the mono-culture and co-culture.
Experimental characterization of the co-culture metabolism
To prepare the co-culture medium for the first co-culture experiment A, all media components including the iron solution were autoclaved. The profile of cellulose degradation in this co-culture is shown in Figure 3a. At initial cellulose concentration of 20 g/L, which is equivalent to 6.08 g/L of final TOC concentration, assuming full degradation of cellulose and considering 24% of the total carbon would be used toward CO2 formation, about 82% of cellulose was degraded after 28 days in the co-culture experiment A. Compared to the mono-culture at optimal pH of 7.2, cellulose degradation showed about 82% improvement as shown in Figure 3c, whereas no cellulose degradation was observed in the mono-culture run under co-culture pH profile. These results confirm that C. acetobutylicum metabolic activity significantly improves the cellulolytic activity in the co-culture, and in fact makes it possible for C. cellulolyticum to survive under harsh co-culture conditions, which do not allow it to grow and metabolize cellulose independently.
Furthermore, to check and ensure iron sufficiency in the co-culture medium, the co-culture medium was prepared by filter sterilizing the ferrous sulphate solution (experiment B), rather than autoclaving as for co-culture experiment A, to avoid potential iron oxidation during medium preparation. The results of this experiment are shown in Figure 3b; while the cellulolytic activity was high in the co-culture experiment B, and C. cellulolyticum growth rate was still as high as experiment A, but the cellulose degradation was declined by 38% compared to experiment A, as it is presented in Figure 3c. Cellulose degradation in each batch was estimated from carbon balance and TOC measurements, taking into account that about 24% of the total carbon has been utilized for CO2 formation, as described in analysis section. These results confirmed that the co-culture was not under iron limiting condition, and the presence of more ferrous ions had an adverse effect on the co-culture cellulolytic activity.
The mechanism underlying such a synergy between the two clostridial species is not clearly understood. Hence, in order to understand the nature of interactions between C. acetobutylicum and C. cellulolyticum, that improve cellulose solubilization, we used qPCR to track the population of each species in the batch cultures. Figure 3a and b show the dynamic profiles of each species population in the co-culture batches. C. cellulolyticum biomass concentration reached to 3×109 cell/mL in the co-cultures, which was the same value for maximum biomass concentration in the mono-culture runs; however the growth dynamics was significantly faster in the co-cultures compared to the mono-culture run under the same pH profile. C. cellulolyticum growth rate in the co-culture was comparable to its growth rate in mono-culture under optimal pH condition of 7.2. Also, it could be observed from all co-culture TOC profiles that cellulose solubilization started after C. cellulolyticum had reached its late exponential growth phase.
C. acetobutylicum biomass profiles are also shown in Figure 3, where the initial decrease in biomass concentration in the co-culture could be attributed to the lack of available sugars for C. acetobutylicum to grow while C. cellulolyticum had been in the lag phase. Furthermore, a considerable growth could be observed for C. acetobutylicum, when C. cellulolyticum had reached its maximum concentration in the co-culture, where possibly more sugars became available in the co-culture to support C. acetobutylicum growth. Although C. acetobutylicum biomass concentration showed significant increases at some points over the course of co-culture, it was fluctuating and did not remain constant. It has been suggested that in the microbial communities growing on cellulosic material, where there is a competition between cellulose-adherent cellulolytic microorganisms and non-adhered microbes for cellulose hydrolysis products, cellulose-adherent cellulolytic microorganisms are possibly successful winners , and this phenomenon could explain the limited growth of C. acetobutylicum in the co-culture.
In addition, C. acetobutylicum has cellobiase and endoglucanase activities, but is not able to hydrolyze crystalline cellulose due to lack of the required enzymatic activities , although it produces cellulosome ; therefore, the improved cellulolytic activity in the co-culture cannot be attributed to C. acetobutylicum cellulolytic activity. However, C. acetobutylicum is able to ferment cellobiose and cellulose-derived sugars, and the improved cellulolytic activity in co-culture can be attributed to the role of C. acetobutylicum in consuming sugars and preventing the carbon overflow toward C. cellulolyticum, as C. cellulolyticum is unable to metabolize high concentrations of cellobiose .
Also, degree of synergism (DS), defined as the activity of a mixture of components divided by the sum of the component activities evaluated separately , in this co-culture can be estimated as the ratio of C. cellulolyticum growth rates in co-culture and mono-culture under pH profile, and was equal to 7.99; although the co-culture DS determined based on the cellulolytic activities in the co-culture and the mono-culture would be substantially high, which indicates the presence of a strong synergism in this clostridial co-culture. The DS value of 5 or higher is not very common in enzyme-microbe cellulose hydrolysis systems and has been observed under some conditions [27, 28]. Moreover, in this co-culture on fibrous cellulose, observed maximum cellulose degradation rate of 0.108 g/(L. h) is comparable with cellulose degradation rate of 0.15 g/(L. h) in C. thermocellum culture on crystalline cellulose, which shows one of the highest cellulose utilization rates among cellulolytic microorganisms .
Since cellulolytic bacteria are unable to grow at low intracellular pH, under acidic environment the pH gradient (ΔpH) across the cell membrane is high; consequently, the intracellular dissociation of fermentation acids, which are membrane permeable in undissociated form, and the intracellular accumulation of acid anions lead to anion toxicity, which is the likely reason of growth inhibition under acidic condition [29, 30]. Furthermore, it has been shown that presence of lactate and acetate ions in an acidic medium leads to a significant decline of glutamate synthesis in Clostridium sporogenes MD1, which inhibits the bacterial growth . Also, for E. coli culture at pH of 6, incubation of cells with 8 mM acetate for 20 min was shown to result in intracellular accumulation of acetate anions (240 mM), and reduced level of intracellular glutamate pools . Furthermore, in mildly acidic E. coli cultures (pH of 6), inhibition of methionine biosynthesis by acetate (8 mM) and the toxicity of accumulated homocysteine have been indicated as the cause of growth inhibition by acetate under weak acid stress . Addition of methionine to this culture can restore E. coli growth rate to some significant extent. This effect has been also reported for other organic acids.
In this clostridial co-culture, the synergy could be attributed to the exchange of some growth precursors and biomass constituents between C. acetobutylicum and C. cellulolyticum, which potentially enables the cellulolytic organism to grow and metabolize cellulose under acidic pH condition. C. acetobutylicum is a fermentative bacterium which is able to grow well under acidic conditions in acidogenic and solventogenic growth phases. The results of co-culture experiment under low concentration of C. acetobutylicum, which are presented in the next section, also provides support for the role of C. acetobutylicum.
Experimental characterization of the co-culture metabolism with low concentration of C. acetobutylicum
To investigate if high initial concentration of C. acetobutylicum contributes to its low growth in the co-culture, and if C. acetobutylicum growth in the co-culture is affected by the ratio of cells to the cellulose hydrolysate, a co-culture experiment was conducted with 100 times lower initial concentration of C. acetobutylicum. 2 mL of C. acetobutylicum culture at exponential growth phase was centrifuged and the cell pellets were suspended in 2 mL of CGM medium and incoculated into the bioreactor. The results of this experiment are presented in Figure 4, where no cellulose degradation was observed in either biological replicates. Also, C. cellulolyticum as well as C. acetobutylicum did not grow in the co-culture. This experiment confirmed that the role of C. acetobutylicum in the metabolism of cellulose by the co-culture is associated with the population of C. acetobutylicum, and can be attributed to the exchange of some metabolites between the two species.
Furthermore, the metabolic behavior of C. acetobutylicum under the co-culture conditions was investigated (Additional file 1), where this study confirmed the metabolism of pyruvate and the released sugars by C. acetobutylicum in the clostridial co-culture, and that the observed oscillations in the C. acetobutylicum concentration in the co-cultures could be due to the slow release of sugars by C. cellulolyticum that can lead to starvation cycles for C. acetobutylicum in the co-culture.
Analysis of product formations in the co-culture
Figure 5 shows the ranges for co-culture and mono-culture product concentrations after 28 days. As it can be noted, acetate, ethanol, lactate, butyrate, and butanol were the main products of the fermentation in the co-culture. Butyrate appeared after C. acetobutylicum inoculation in the co-culture, but its concentration remained low. Neither acetate nor butyrate uptake, which are the characteristics of the solventogenic phase in C. acetobutylicum metabolism, was observed in this co-culture. At high cellulose concentration, C. cellulolyticum produces lactate as its main product along with acetate and ethanol . The lactate uptake, observed in the co-culture batches, coincided with butanol formation (Additional file 1). The lactate uptake can be related to C. acetobutylicum metabolic activity, as C. acetobutylicum ATCC824 has been shown to co-ferment lactate and glucose .
It has been previously shown  that in pH controlled batch cultures of C. cellulolyticum on a defined medium, the distribution of carbon flow depends on the initial cellulose concentration. For concentrations less than 6.7 g/L of cellulose, acetate, ethanol, CO2 and H2 were shown to be the main fermentation end products and more than 91% of cellulose was observed to be degraded. At higher cellulose concentrations, from 6.7 g/L up to 29.1 g/L, carbon flow is redirected from ethanol and acetate towards lactate and extracellular pyruvate. In addition, in batch cultures of C. cellulolyticum on high cellulose concentration, it has been shown that the peak of pyruvate formation coincides with the start of lactate formation, and this pyruvate accumulation in the C. cellulolyticum culture shows that the rate of cellulose catabolism is higher than the rate of pyruvate consumption. Also it has been suggested that the cellulose hydrolysis depends on the concentration of C. cellulolyticum, which remains constant at and above 6.7 g/L of cellulose .
Furthermore, it has been shown that re-inoculating a fresh culture of C. cellulolyticum at high cellulose concentration of 29.1 g/L, where substrate is not fully consumed, significantly improves the cellulose solubilization and biomass yield compared to a classical batch . This result indicates that the incomplete cellulose catabolism is not due to either the limitation of adhesion sites on cellulose fibers or product inhibition. At high cellulose concentrations, the likely explanation for the incomplete cellulose consumption is the lack of control on carbon uptake flow and an imbalanced metabolism leading to the accumulation of intracellular metabolites and self-intoxication of the cells, eventually resulting in a growth arrest [22, 34]. Similarly, extracellular pyruvate formation has been reported in C. thermocellum cultures at high cellulose and cellobiose concentrations, which evidences the overflow metabolism .
In our experiments, the maximum concentration of C. cellulolyticum in co-culture experiments was the same as the mono-culture experiment under optimal pH of 7.2, however the cellulose degradation was improved up to 82% (Figure 3c), which confirms the role of C. acetobutylicum in cellulose degradation, while C. cellulolyticum has reached the stationary growth phase. We observed pyruvate accumulation of 0.029 g/L in the mono-culture batch under the co-culture pH profile and 0.004 g/L in the mono-culture batch at pH of 7.2. In the co-culture replicates, maximum pyruvate concentration of 0.17 g/L was observed, which was taken up later during the course of experiments coinciding with butyrate formation in the co-cultures. Our previous modeling studies have suggested that limited pyruvate-ferredoxin oxidoreductase (PFO) activity, which cannot support high pyruvate flow, results in pyruvate overflow . Hence, a potential explanation for pyruvate secretion in C. cellulolyticum cultures is the limitation on the pyruvate consumption rate and a comparatively higher carbon catabolism rate, and due to inefficient regulation of entering carbon flow . Furthermore, intracellular pyruvate accumulation could be the explanation for the growth arrest at high cellulose concentrations , at which cells switch to stationary growth phase before substrate depletion.
Pyruvate uptake in the co-culture can be explained by the capability of C. acetobutylicum to metabolize pyruvate. It has been also reported that providing C. acetobutylicum with pyruvate as the sole carbon source results in the growth and production of mainly acetate and butyrate . In another co-culture study, the removal of C. cellulolyticum metabolic products such as pyruvate and their associated inhibitory effects, by Rhodopseudomonas palustris in the co-culture of C. cellulolyticum and R. palustris has been reported as the underlying reason for the improved cellulose degradation and bacterial growth in this co-culture . C. cellulolyticum growth on cellulose has been shown to be severely inhibited by pyruvate; where about 60% decrease in the biomass concentration in the presence of 2 mM (176 mg/L) pyruvate has been observed in C. cellulolyticum mono-culture . Therefore, pyruvate removal by C. acetobutylicum and alleviating its inhibitory effect can be a contributing factor in the improved growth of C. cellulolyticum and its boosted cellulolytic activity in the co-culture.
The major products of pyruvate fermentation by C. acetobutylicum are acetate, butyrate and butanol, and neither acetate nor butyrate is reutilized. The effects of pyruvate on glucose fermentation by C. acetobutylicum have also been investigated before, and it has been shown that both substrates can be fermented simultaneously . Furthermore, cellobiose and glucose were only detected at the early stage of batches, which could have been present in the pre-cultures, inoculated into the bioreactors, and were taken up in 24 hours. Cellobiose and glucose could not be detected in the course of co-cultures which indicated their immediate consumption in the co-culture. In conclusion, in this study we showed a strong synergism between the two species of clostridia in the co-culture, and found that C. acetobutylicum enables C. cellulolyticum to grow under harsh co-culture environment. This synergy can be attributed to the production of some growth pre-cursors, and future metabolomic studies of this co-culture can identify such metabolites.
Examining of the metabolism in this clostridial co-culture along with the mono-cultures revealed that significant increase in the rate of cellulose hydrolysis can be achieved using the co-culture and making use of the synergism existing between the two clostridial species. It is likely that C. acetobutylicum improves the cellulolytic activity of C. cellulolyticum in the co-culture through exchange of metabolites such as pyruvate, enabling it to grow and metabolize cellulose under harsh co-culture conditions. This clostridial co-culture can offer a considerable potential CBP approach for producing commodity chemicals from cellulosic biomass, taking advantage of C. acetobutylicum metabolic potential in converting sugars to variety of chemicals.
Strains and media
C. acetobutylicum ATCC 824 was grown in clostridial growth medium (CGM) containing per litre: 0.75 g of KH2PO4, 0.75 g of K2HPO4, 1 g of NaCl, 0.01 g of MnSO4, 0.004 g of p-aminobenzoic acid, 0.348 g of MgSO4, 0.01 g of FeSO4, 2 g of asparagine, 5 g of yeast extract, 2 g of (NH4)2SO4 and 50 g of glucose (pH 5.8). C. cellulolyticum ATCC 35317 was maintained and cultivated on a modified CM3 medium containing per litre: KH2PO4, 1.5 g; K2HPO4, 2.9 g; (NH4)2SO4, 1.3 g; MgC12.6H2O, 1 g; CaC12, 0.15g; FeSO4, 1.25 mg; resazurin, 1 mg; cysteine hydrochloride, 1 g; fibrous cellulose (Sigma-Aldrich, C6288), 7.5 g, and 2 g of yeast extract (pH 7.2).
The co-culture medium was composed of 0.75 g of KH2PO4, 1 g of MgC12.6H2O, 0.15 g of CaC12, 1 mg of resazurin, 1 g of cysteine hydrochloride, 0.01 g of MnSO4, 0.004 g of p-aminobenzoic acid, 10 mg of (NH4)2Mo7O24, 0.01 g of FeSO4, 2 g of asparagine, 3 g of yeast extract, 1 g of (NH4)2SO4 and 20 g of fibrous cellulose per litre of medium. All pre-cultures were incubated at 37°C without shaking in serum bottles to reach the total protein concentration of 15 to 20 mg/L (Bio-Rad Protein Assay, 500–0006).
All batch cultivations were conducted in 5 L bioreactors with a working volume of 2 L at 37°C, where agitation was set at 200 rpm, and the volume of C. cellulolyticum inoculum at exponential growth phase formed about 10% of the total volume. The C. cellulolyticum pre-cultures were transferred twice on the co-culture medium with 7.5 g/l of cellulose before inoculation into bioreactors, where the biomass concentration in the bioreactor inocula was between 6×108 and 8×108 cell/mL. For the co-culture batches, C. cellulolyticum was first cultivated for 48 hours at pH 7.0; then 200 mL of C. acetobutylicum culture at exponential phase was centrifuged and the cell pellets were suspended in 20 mL of CGM medium and inoculated into the bioreactor. The pH then was adjusted and maintained at 6.0 using 1N H2SO4 and 3N NaOH. The bioreactors were kept under anaerobic conditions by continuous sparging of nitrogen gas. The same pH adjustment and medium were applied for the C. cellulolyticum mono-culture batch unless for the mono-culture batch at pH 7.2 that was conducted on CM3 medium with no pH profile.
Concentration of sugars, organic acids and alcohols were measured using Dionex Ultimate 3000 HPLC (Bio-Rad, Hercules, CA) equipped with a UV monitor (210 nm) and a Shodex RI-101 differential refractive index detector. The products were separated using a Bio-Rad HPX-87H cation-exchange column, where 10 mM H2SO4 was used as the mobile phase (0.6 mL/min flow rate, 60°C column temperature, 20 μL injection volume). To account for the extracellular proteins, amino acids and amino compounds in cell cultures , and to estimate the overall carbon recovery, total organic carbon (TOC) concentrations of the sample supernatants were quantified using Total Organic Carbon Analyzer (TOC-VCPH/CPV, Shimadzu, Japan), with the lower detection limit of about 0.5 mg/L using standard TOC catalyst. Cellulose concentration was measured using Updegraff method . Cellulose pellets were washed using acetic acid-nitric acid reagent and water to remove the non-cellulosic material; cellulose then was quantified using anthron in a colorimetric method. The results of cellulose assay and TOC measurements showed that about 24% of the total carbon was used for CO2 formation, which was consistent with our previous model prediction .
To measure protein, 0.5 ml of cell culture was centrifuged at 8,000 g for 2 min and washed with 0.9% (wt/vol) NaCl. The pellet was resuspended in 0.5 ml of 0.2 N NaOH, and this suspension was placed in a boiling water bath for 10 min. After cooling, the hydrolyzed sample was centrifuged as described above, and the total solubilized protein concentration in supernatants was measured using Bio-Rad Protein Assay (500–0006). Quantification of the population of each species in the co-culture was conducted using quantitative PCR (qPCR) method, which includes DNA extraction, PCR amplification of 16SrRNA gene and detection using fluorescent dyes, and is elaborated in following sections.
Primer design and qPCR standard plasmid DNA preparation
The qPCR primers were designed to target the 16SrRNA genes in C. acetobutylicum (CA_Cr001) and C. cellulolyticum (Ccel_R0007) as reported in Table 1. The qPCR standard plasmid solutions for each target species were prepared by cloning the purified PCR products into pCR®2.1-TOPO® vector using TOPO-TA Cloning® kit (Invitrogen™, K4500-01). In the first step, fresh PCR products were purified using GeneJET PCR Purification Kit (Fermentas, K0701,K0702); the nucleic acid concentrations in purified PCR products were measured to be 67 and 50 ng/μl for C. acetobutylicum and C. cellulolyticum, respectively, using NanoDrop 1000 (Thermo Scientific) spectrophotometer, and PCR products purity were verified using agarose gel electrophoresis. Plasmid extraction from the positive clones was conducted using GenElute Plasmid Miniprep kit (Sigma-Aldrich, USA). All of the extracted plasmids were sequenced at the University of Toronto Sanger Sequencing Facility, and the plasmids with right inserts were selected and applied for qPCR calibrations.
There are eleven 16srRNA genes in C. acetobutylicum genome (CA_Cr001, CA_Cr004, CA_Cr007, CA_Cr010, CA_Cr013, CA_Cr016, CA_Cr019, CA_Cr022, CA_Cr025, CA_Cr028, CA_Cr033), and eight 16srRNA genes in C. cellulolyticum genome (Ccel_R0007, Ccel_R0018, Ccel_R0088, Ccel_R0084, Ccel_R0059, Ccel_R0012, Ccel_R0024, Ccel_R0036). Multiple sequence alignment of the 16srRNA genes for each species using ClustalW2  showed identical amplification regions for each set of 16SrRNA genes, therefore 8 amplicons with the same size are being produced per copy of C. cellulolyticum genome in a qPCR reaction, and 11 amplicons with the same size are being produced per copy of C. acetobutylicum genome in a qPCR reaction; these facts also were verified by observing single peaks in melting curve analysis as well as single DNA bands for each species in agarose gel electrophoresis runs, and must be considered in qPCR quantifications of each species. For each qPCR run a new standard curve was made using fresh dilutions, where the standard curve concentrations of 108 copies/μL to 101 copies/μL were prepared by making serial 1:10 dilutions starting with the 109 copies/μL plasmid solution.
Genomic DNA isolation
Initially the Mo Bio Laboratories UltraClean® Soil DNA Isolation Kit was applied to extract DNA from the samples. However, it was demonstrated that there was no correlation between culture size and the DNA yield using this kit for co-culture samples, as the same amount of DNA was extracted from 0.2, 1, 2 and 5 mL of cultures; in fact this kit has been aimed for soil samples where the concentrations of biomass is typically low, and therefore there was a chance to miss significant amount of DNA in the co-culture samples. Consequently, DNA isolation using Norgen bacterial genomic DNA isolation kit (Norgen, #17900) was tested, and it was found that there was a correlation between the sample size (in the range of 0.2 to 0.5 mL) and DNA yield using Norgen kit, while it had a higher DNA yield compared to the Mo Bio kit. Therefore, the Norgen kit was chosen for DNA isolations; culture samples (0.5 mL) were centrifuged at 13000 g for 2 minutes, and the cell pellets were used for DNA isolations following the standard kit protocol, where 400 μL elution buffer was used lastly to elute DNA in two steps (200 μL for each dilution step).
qPCR reaction preparation, detection and quantification
The qPCR amplification was performed using 2 μL of tenfold diluted sample genomic DNA and 18 μL of a master mix in a total reaction volume of 20 μL. A master mix was prepared for each qPCR run whereby the reagents for the individual reactions were combined prior to plate preparation in order to minimize errors. Master mixes were prepared by combining 10 μL of SsoFast™ EvaGreen® Supermix (Bio-Rad, #172-5200), 1 μL of each primer with final concentration of 0.25 μM, and 6 μL of water for each reaction, and 2 μL of DNA solution was added to each reaction in a 20 μL reaction volume.
The qPCR amplifications and detections were carried out in a CFX96™ Real-Time PCR Detection System (Bio-Rad Laboratories Inc.). The qPCR program had the following protocol: 1) initial denaturation at 98°C for 3 min, 2) 40 cycles of denaturation at 98°C for 5 sec, 3) annealing and extension at 60°C for 10 sec followed by a plate read; afterward a melting curve analysis from 65 to 95°C measuring fluorescence every 0.5°C. For all qPCR runs, the qPCR signals were analyzed at a standard pre-determined threshold of 1E+03 RFU which was in the exponential amplification phase and above the background fluorescence noise for all the qPCR runs. The quantification cycles (Cq or CT), the cycle number where fluorescence increases above the threshold, were used to find the DNA copy numbers (automatically calculated from the standard curve). To examine the quality of qPCR assays, standard curve with coefficient of determination (R2) > 0.980, high amplification efficiency (90–110%), and consistency across replicate reactions were considered.
Total organic carbon
Degree of synergism.
Lynd LR, Weimer PJ, Van Zyl WH, Pretorius IS: Microbial cellulose utilization: fundamentals and biotechnology. Microbiol Mol Biol Rev. 2002, 66: 506-577. 10.1128/MMBR.66.3.506-577.2002.
Lynd LR, Van Zyl WH, McBride JE, Laser M: Consolidated bioprocessing of cellulosic biomass: an update. Curr Opin Biotechnol. 2005, 16: 577-583. 10.1016/j.copbio.2005.08.009.
Lynd LR, Currie D, Ciazza N, Herring C, Orem N: Consolidated bioprocessing of cellulosic biomass to ethanol using thermophylic bacteria. Bioenergy, Part I Biotechnology, Volume 5. Edited by: Wall JD, Harwwod CS, Demain A. 2008, Washington, DC: ASM Press, 55-74.
Olson DG, McBride JE, Joe Shaw A, Lynd LR: Recent progress in consolidated bioprocessing. Curr Opin Biotechnol. 2012, 23: 396-405. 10.1016/j.copbio.2011.11.026.
Hasunuma T, Okazaki F, Okai N, Hara KY, Ishii J, Kondo A: A review of enzymes and microbes for lignocellulosic biorefinery and the possibility of their application to consolidated bioprocessing technology. Bioresour Technol. 2013, 135: 513-522.
Shaw AJ, Podkaminer KK, Desai SG, Bardsley JS, Rogers SR, Thorne PG, Hogsett DA, Lynd LR: Metabolic engineering of a thermophilic bacterium to produce ethanol at high yield. Proc Natl Acad Sci U S A. 2008, 105: 13769-13774. 10.1073/pnas.0801266105.
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. 2011, 77: 8288-8294. 10.1128/AEM.00646-11.
Yang SJ, Kataeva I, Hamilton-Brehm SD, Engle NL, Tschaplinski TJ, Doeppke C, Davis M, Westpheling J, Adams MW: Efficient degradation of lignocellulosic plant biomass, without pretreatment, by the thermophilic anaerobe “Anaerocellum thermophilum” DSM 6725. Appl Environ Microbiol. 2009, 75: 4762-4769. 10.1128/AEM.00236-09.
Svetlitchnyi VA, Kensch O, Falkenhan DA, Korseska SG, Lippert N, Prinz M, Sassi J, Schickor A, Curvers S: Single-step ethanol production from lignocellulose using novel extremely thermophilic bacteria. Biotechnology for Biofuels, Volume 6. 2013
Li Y, Tschaplinski TJ, Engle NL, Hamilton CY, Rodriguez M, Liao JC, Schadt CW, Guss AM, Yang Y, Graham DE: Combined inactivation of the Clostridium cellulolyticum lactate and malate dehydrogenase genes substantially increases ethanol yield from cellulose and switchgrass fermentations. Biotechnolofy for Biofuels, Volume 5. 2012
Higashide W, Li Y, Yang Y, Liao JC: Metabolic engineering of Clostridium cellulolyticum for production of isobutanol from cellulose. Appl Environ Microbiol. 2011, 77: 2727-2733. 10.1128/AEM.02454-10.
Hasunuma T, Kondo A: Development of yeast cell factories for consolidated bioprocessing of lignocellulose to bioethanol through cell surface engineering. Biotechnol Adv. 2012, 30: 1207-1218.
Yu EKC, Deschatelets L, Saddler JN: The bioconversion of wood hydrolyzates to butanol and butanediol. Biotechnol Lett. 1984, 6: 327-332. 10.1007/BF00129064.
Fond O, Engasser J-M, Matta-El-Amouri G, Petitdemange H: Acetone butanol fermentation on glucose and xylose. I. Regulation and kinetics in batch cultures. Biotechnol Bioeng. 1986, 28: 160-166. 10.1002/bit.260280203.
Ali MK, Rudolph FB, Bennett GN: Thermostable xylanase10B from Clostridium acetobutylicum ATCC824. J Ind Microbiol Biotechnol. 2004, 31: 229-234.
Lee J, Jang YS, Choi SJ, Im JA, Song H, Cho JH, Seung DY, Terry Papoutsakis E, Bennett GN, Lee SY: Metabolic engineering of clostridium acetobutylicum ATCC 824 for isopropanol-butanol-ethanol fermentation. Appl Environ Microbiol. 2012, 78: 1416-1423. 10.1128/AEM.06382-11.
Demain AL, Newcomb M, Wu JHD: Cellulase, clostridia, and ethanol. Microbiol Mol Biol Rev. 2005, 69: 124-154. 10.1128/MMBR.69.1.124-154.2005.
Jones DT, Woods DR: Acetone-butanol fermentation revisited. Microbiol Rev. 1986, 50: 484-524.
Petitdemange E, Fond O, Caillet F, Petitdemange H, Gay R: A novel one step process for cellulose fermentation using mesophilic cellulolytic and glycolytic Clostridia. Biotechnology Letters. 1983, 5: 119-124. 10.1007/BF00132170.
Mitchell WJ, Albasheri KA, Yazdanian M: Factors affecting utilization of carbohydrates by clostridia. FEMS Microbiol Rev. 1995, 17: 317-329. 10.1111/j.1574-6976.1995.tb00215.x.
Desvaux M, Guedeon E, Petitdemange H: Metabolic flux in cellulose batch and cellulosefed continuous cultures of Clostridium cellulolyticum in response to acidic environment. Microbiology. 2001, 147: 1461-1471.
Desvaux M, Guedon E, Petitdemange H: Cellulose catabolism by Clostridium cellulolyticum growing in batch culture on defined medium. Appl Environ Microbiol. 2000, 66: 2461-2470. 10.1128/AEM.66.6.2461-2470.2000.
Lee SF, Forsberg CW, Gibbins LN: Cellulolytic activity of Clostridium acetobutylicum. Appl Environ Microbiol. 1985, 50: 220-228.
Sabathe F, Blaich A, Soucaille P: Characterization of the cellulolytic complex (cellulosome) of Clostridium acetobutylicum. FEMS Microbiol Lett. 2002, 217: 15-22. 10.1111/j.1574-6968.2002.tb11450.x.
Guedon E, Desvaux M, Payot S, Petitdemange H: Growth inhibition of Clostridium cellulolyticum by an inefficiently regulated carbon flow. Microbiology. 1999, 145: 1831-1838. 10.1099/13500872-145-8-1831.
Lu Y, Zhang YHP, Lynd LR: Enzyme-microbe synergy during cellulose hydrolysis by Clostridium thermocellum. Proc Natl Acad Sci U S A. 2006, 103: 16165-16169. 10.1073/pnas.0605381103.
Zhang YHP, Lynd LR: Toward an aggregated understanding of enzymatic hydrolysis of cellulose: noncomplexed cellulase systems. Biotechnol Bioeng. 2004, 88: 797-824. 10.1002/bit.20282.
Hu J, Arantes V, Saddler JN: The enhancement of enzymatic hydrolysis of lignocellulosic substrates by the addition of accessory enzymes such as xylanase: is it an additive or synergistic effect?. Biotechnology for Biofuels, Volume 4. 2011
Russell JB, Wilson DB: Why Are Ruminal Cellulolytic Bacteria Unable to Digest Cellulose at Low pH?. J Dairy Sci. 1996, 79: 1503-1509. 10.3168/jds.S0022-0302(96)76510-4.
Flythe MD, Russell JB: Fermentation acids inhibit amino acid deamination by Clostridium sporogenes MD1 via mechanism involving a decline in intracellular glutamate rather than protonmotive force. Microbiology. 2006, 152: 2619-2624. 10.1099/mic.0.29006-0.
Roe AJ, McLaggan D, Davidson I, O’Byrne C, Booth IR: Perturbation of anion balance during inhibition of growth of Escherichia coli by weak acids. J Bacteriol. 1998, 180: 767-772.
Roe AJ, O’Byrne C, McLaggan D, Booth IR: Inhibition of Escherichia coli growth by acetic acid: A problem with methionine biosynthesis and homocysteine toxicity. Microbiology. 2002, 148: 2215-2222.
Bahl H, Gottwald M, Kuhn A, Rale V, Andersch W, Gottschalk G: Nutritional factors affecting the ratio of solvents produced by clostridium-acetobutylicum. Appl Environ Microbiol. 1986, 52: 169-172.
Desvaux M: Clostridium cellulolyticum: Model organism of mesophilic cellulolytic clostridia. FEMS Microbiol Rev. 2005, 29: 741-764. 10.1016/j.femsre.2004.11.003.
Levin DB, Islam R, Cicek N, Sparling R: Hydrogen production by Clostridium thermocellum 27405 from cellulosic biomass substrates. Int J Hydrogen Energ. 2006, 31: 1496-1503. 10.1016/j.ijhydene.2006.06.015.
Guedon E, Payot S, Desvaux M, Petitdemange H: Carbon and electron flow in Clostridium cellulolyticum grown in chemostat culture on synthetic medium. J Bacteriol. 1999, 181: 3262-3269.
Guedon E, Desvaux M, Petitdemange H: Improvement of cellulolytic properties of Clostridium cellulolyticum by metabolic engineering. Appl Environ Microbiol. 2002, 68: 53-58. 10.1128/AEM.68.1.53-58.2002.
Janati-Idrissi R, Junelles AM, El Kanouni A, Petitdemange H, Gay R: Pyruvate fermentation by Clostridium acetobutylicum. Biochem Cell Biol. 1989, 67: 735-739. 10.1139/o89-110.
Jiao Y, Navid A, Stewart BJ, McKinlay JB, Thelen MP, Pett-Ridge J: Syntrophic metabolism of a co-culture containing Clostridium cellulolyticum and Rhodopseudomonas palustris for hydrogen production. International Journal of Hydrogen Energy. 2012, 37: 11719-11726. 10.1016/j.ijhydene.2012.05.100.
Junelles AM, Janati-Idrissi R, Petitdemange H, Gay R: Effect of pyruvate on glucose metabolism in Clostridium acetobutylicum. Biochimie. 1987, 69: 1183-1190. 10.1016/0300-9084(87)90145-3.
Updegraff DM: Semimicro determination of cellulose inbiological materials. Anal Biochem. 1969, 32: 420-424. 10.1016/S0003-2697(69)80009-6.
Salimi F, Zhuang K, Mahadevan R: Genome-scale metabolic modeling of a clostridial co-culture for consolidated bioprocessing. Biotechnol J. 2010, 5: 726-738. 10.1002/biot.201000159.
This work was supported by Natural Sciences and Engineering Research Council of Canada (NSERC) Discovery grant. Authors are grateful to Professor Edgar Acosta for providing access to Total Organic Carbon Analyzer.
The authors declare that they do not have any competing interests.
FS conceived of the study, designed and conducted the experiments, and drafted the manuscript. RM conceived of the study and helped to draft the manuscript. Both authors read and approved the final manuscript.
Electronic supplementary material
Additional file 1: Figure S1: (a) Time profiles of lactate (triangle), acetate (strike), butyrate (circle) and ethanol (rhombus), and (b) time profiles of pyruvate (triangle) and butanol (rhombus) in the co-culture experiment A. Pyruvate uptake and butanol formation were observed in the co-cultures. C. acetobutylicum biomass profiles in the mono-cultures under co-culture conditions. (a) C. acetobutylicum was cultivated on co-culture medium at pH of 6.0 and 20 g/L cellulose without glucose/pyruvate addition, and characterized using qPCR (rhombus) and hemacytometry (square). (b) C. acetobutylicum culture on co-culture medium at pH of 6.0 and 20 g/L cellulose. 1 g/L glucose was added at day 12, and 1 g/L pyruvate was added to the culture on day 19. (DOCX 27 KB)
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Salimi, F., Mahadevan, R. Characterizing metabolic interactions in a clostridial co-culture for consolidated bioprocessing. BMC Biotechnol 13, 95 (2013). https://doi.org/10.1186/1472-6750-13-95
- Consolidated bioprocessing
- Clostridial co-culture
- qPCR analysis
- Clostridium acetobutylicum
- Clostridium cellulolyticum