Laura
Rovira-Alsina
a,
Elisabet
Perona-Vico
b,
Lluís
Bañeras
b,
Jesús
Colprim
a,
M. Dolors
Balaguer
a and
Sebastià
Puig
*a
aLEQUiA. Institute of the Environment, University of Girona. Campus Montilivi, C/Maria Aurèlia Capmany, 69, E-17003 Girona, Catalonia, Spain. E-mail: sebastia.puig@udg.edu
bgEMM. Group of Molecular Microbial Ecology. Institute of Aquatic Ecology, University of Girona. Campus Montilivi, C/Maria Aurèlia Capmany, 69, E-17003 Girona, Catalonia, Spain
First published on 24th April 2020
Many industrial combustion processes produce carbon dioxide (CO2) at high temperature, which may be electrically recycled into valuable chemicals using microorganisms as catalysts. However, little attention has been paid to handle the remaining heat of these processes as an alternative to increase CO2 fixation and production rates. Thus, this study was aimed at steering electro bio-CO2 recycling into organic compounds under thermophilic conditions. A mesophilic anaerobic sludge was adapted in lab-scale reactors at 50 °C, developing a resilient biocathode. High amounts of acetate (5250 mg L−1) were accumulated during a long-term operation period (150 days). The maximum production rate was 28 g acetate per m2 per d, with columbic efficiencies over 80%. In terms of carbon (C) conversion, 0.31 kg of C as acetate were obtained per 1 kg of C as CO2 inlet, with an energy demand of 24 kW h per 1 kg of acetate. Thermoanaerobacterales appeared to dominate the cathodic chambers, though they were compartmentalized by distinct bacterial communities in the electrode biofilm compared to the bulk liquid. This research delves into the sustained ability of a mixed microbial culture to electrochemically produce organic compounds at 50 °C and considers the possibility of using CO2-saturated effluents from industrial heated point sources to bring the technology closer to its scale-up.
The efficient conversion of electric energy into soluble products relies on the performance of catalysts, which can be biological or not. The use of microbial catalytic systems based on CO2 capture and fixation allows for: (i) the production of CO2-neutral commodities, (ii) versatile operation modes and (iii) minimizing the competition with food production for high-quality land.4 Among the main challenges of microbial catalysts, we should consider: (i) a limited rate and efficiency in the microbial reduction of CO2 to multi-carbon compounds, (ii) an increased cost due to energy consumption for autotrophic growth, and (iii) an inadequate performance for industrial up-scaling and commercialization.4 Some of these bottlenecks can be overcome when working at higher temperatures. A greater reaction activity besides a larger bioavailability of soluble compounds can be achieved under thermophilic conditions (50–65 °C).5 Furthermore, the increase in temperature increases the reactions’ kinetic constant value, diminishing the activation energy to reach the transition state. An elevated temperature may reduce the risk of microbial contamination, while pushing the proton mass transfer rate through the electrolyte.6 Besides, in situ product separation may be aided, as intense heat triggers the volatility of organic compounds, which alleviates the need for additional energy input and further recovery steps.7 High temperatures will also reduce the solubility of gases, which will cause a two-side effect. On the one hand, less oxygen will be dissolved in solution, which is advantageous for anaerobic microorganisms. On the other hand, H2 and CO2 solubility will be reduced as well, which limits carbon and energy availability for biotic reactions. In consideration of the foregoing, operational management becomes more difficult and many sensors, electrodes and membranes may not be suitable because of their limited temperature range.8
Until now, microbial electrosynthesis under thermophilic conditions has been rarely studied, though potential applications would not only revaluate industrial off-gases but also boost the product separation procedure. The recent advances and range of possibilities for thermophilic microorganisms in METs were first reviewed by Dopson et al. (2016)40 and recently by Shrestha et al. (2018).8 Initial studies confirmed H2 production at 55 °C by a Firmicutes population.9 Later, Faraghiparapari and Zengler (2017)22 determined the optimal temperature range for acetate generation using two different Moorella strains, whereas Yu and colleagues studied the enhancement of applying immobilized cathodes for simultaneous acetate and formate production.4 Thermophilic methane (CH4) production has also been examined by different authors,10,11 and the interaction between methanogens and acetogens has been recently explained comparing the microbial communities before and after electricity supply.12 Regardless of the examples provided above, intensive research on thermophilic METs is lacking in order to evaluate their implementation in comparison with other equivalent technologies for the effective conversion of CO2 streams generated from thermal industrial processes. In this regard, the purpose of the present work was to unveil the key operational conditions for the thermophilic bio-electro CO2 recycling into organic compounds and investigate the key limiting factors to enhance high production rates in the long-term.
A mixture of CO2 and H2 (20:
80 v/v) (Praxair, Spain) was bubbled into the fermenters, while pure CO2 (99.9%, Praxair, Spain) was used to feed the four MECs. Gas was sparged for 10 minutes in the cathode chamber every 2–3 days. To quantify gas production in the MECs, the pressure in the headspace of the reactors was measured using a digital pressure sensor (differential pressure gauge, Testo 512, Spain) and gas samples were analysed periodically during experiments by gas chromatography (490 Micro GC system, Agilent Technologies, US). The GC was equipped with two columns: a CP-molesive 5A for CH4, carbon monoxide (CO), H2, oxygen (O2) and nitrogen (N2) analysis, and a CP-Poraplot U for CO2 analysis. Both columns were connected to a thermal conductivity detector (TCD).
The concentration of dissolved H2 and CO2 in the liquid media was calculated using Henry's law at 50 °C (eqn (1)), where Ci is the solubility of a gas in a particular solvent (mol L−1), Hi is Henry's law constant in mol L−1 atm−1 (0.0007 for H2 and 0.0195 for CO2) and Pgas i is the partial pressure of the gas in atm.
Ci = HiPgas,i | (1) |
The columbic efficiency (CE) for the conversion of current into products was calculated according to the study by Patil et al. (2015)41 (eqn (2)). Ci is the compound i concentration in the liquid phase (mol Ci L−1), ni is the molar conversion factor (2 and 8 eq. mol−1 for H2 and acetate, respectively), F is Faraday's constant (96485 C mol e−1), VNCC is the net liquid volume of the cathode compartment (L), and I is the intensity demand of the system (A).
![]() | (2) |
Carbon conversion efficiency (CCE) was calculated as the percent variation between the initial and final samples in a batch as stated in eqn (3). ΔCCO2 is the difference of CO2 in the gas plus liquid phases from the beginning (immediately after feeding the system) to the end of a batch, and ΔCproducts is the difference of organic products (i.e. acetate) between batches.
![]() | (3) |
The hypervariable V4 region of the 16S rRNA gene was amplified using the primers 515F and 806R following the method described by Kozich and Schloss, which was adapted to produce dual-indexed Illumina compatible libraries in a single PCR step.14 First, PCR was performed using fusion primers with target-specific portions15 and Fluidigm CS oligos at their 5′ ends. Second, PCR targeting the CS oligos was used to add sequences necessary for Illumina sequencing and unique indexes. PCR products were normalized using Invitrogen SequalPrep DNA normalization plates and the pooled samples were sequenced using an Illumina MiSeq flow cell (v2) in a 500-cycle reagent kit (2 × 250 bp paired-end reads). Finally, sequencing was performed at the RTSF Core facilities at the Michigan State University USA (https://rtsf.natsci.msu.edu/).
Sequences were filtered for minimum length (>250 nt) and maximum expected errors (<0.25). Paired-end sequences were merged, quality filtered and clustered into OTUs (operational taxonomic units) using USEARCH v9.1.13.16 They were clustered at the 97% identity using UCLUST,17 and checked for the presence of chimeras. OTUs containing only one sequence (singletons) were removed. The subsequent analyses were performed with Qiime v1.9.1.18 Representative OTU sequences were aligned using PyNAST with default parameters against Silva 132 release (April 2018). The same reference database was used to taxonomically classify the representative sequences using UCLUST. Direct BLASTn searches at the NCBI of selected sequences were used when poor identifications with the Silva database were obtained. Sequences presented in this study have been submitted to the GenBank database within the SRA accession number PRJNA557160.
Samples from the reactors’ cathode HT1–2 and HT3–4 were taken for SEM imaging after 228 and 160 days of operation, respectively. They were immersed in a 0.1 M cacodylate buffer solution at pH 7.4 with 2.5% (w/v) glutaraldehyde for 4 hours. After immersion, they were washed twice with cacodylate buffer and water, and dehydrated in an ethanol series. Dehydration with graded ethanol followed the temperature steps of 50, 75, 80, 90, 95 and 3 times 100 °C in periods of 20 minutes. The fixed samples were dried with a critical point dryer (model K-850 CPD, Emitech, Germany) and sputtered-coated with a 40 nm gold layer. The coated samples were examined with a SEM (model DSM-960; Zeiss, Germany) at 20 kV. Images were captured digitally using ESPRIT 1.9 BRUKER software (AXS Micro-analysis GmbH, Germany). All analyses were performed in the Serveis Tècnics de Recerca (STR) at the University of Girona.
The H2 production rate at 50 °C was also tested at different potentials in terms of volumetric load and electric energy consumption (Fig. 1B). The results showed a linear correlation between H2 production and energy consumption (R2 between 0.982 and 0.997). Higher H2 production for the same energy consumption was obtained when the cathode potential was fixed at less negative values, in agreement with previous studies.21 At −0.4 V, almost no production was observed. At −0.6 V instead, H2 generation was slower but more electrically efficient compared to that at −0.8 V.
According to the results, the conditions were set as 50 °C and −0.6 V in subsequent experiments to produce H2 as reducing power for acetate generation. However, a wider temperature and potential range screening could give insight into the most appropriate configuration.
The number of studies focusing on the bioelectrochemical synthesis of acetate under thermophilic conditions is scarce (Table 3, ESI).† Using electricity and CO2 as the sole carbon source to feed Moorella thermoautotrophica at 50 °C, Yu and co-workers achieved an acetate production rate of 58.19 mmol m−2 d−1.4 However, a different study working with the same strain at 60 °C obtained a much lower rate, 3.5 ± 0.3 mmol m−2 d−1.22 Recently, Song et al. (2019b)12 continuously purged CO2 with a gas diffuser into a membrane-less reactor. This configuration decreased the internal resistance, which may have helped to obtain a higher acetate titter compared to the present work (10500 mg L−1). However, at a similar fixed potential (−0.65 V), the maximum product formation velocity was lower (160 mmol acetate per m2 per d). One of the main challenges in MEC research is to know how to maintain microbial activity for sustained long-term production.23 The mixed community of this study could remain active for a long time period (>150 days), which is a reasonable time span to consider thermophilic systems as a reliable operation in MEC development. This, together with the fact that biofilms grown at higher temperatures are more electro-chemically active than those grown at lower temperatures,24 is a key starting point to encourage active research in thermophilic METs.
Intensity demand seemed to be related to acetic acid concentration, as the same profiles were observed during the overall study (Fig. 2). This might be explained because as acetate was being accumulated over time, the liquid conductivity increased (see Fig. 1, ESI†) and thus, the internal resistance of the bulk liquid diminished. According to Ohm's law and considering a stable cell potential (Ecell: −3.1 ± 0.1, data not shown), the intensity demand was consequently increased.
More than 80% of the electrons were recovered in the form of H2 and acetate (Fig. 3). The remaining 20% could be attributed to energy consumed for cell maintenance, oxygen scavenging, or simply lost in the system.25 H2 mainly explained the whole consumption, while acetate varied depending on the exponential period since part of it could be consumed to fermentatively produce other substances. CH4 and CO were present in trace amounts (<0.003% v/v). Ethanol was detected transiently at concentrations below 160 mg L−1, whereas butyric, valeric and propionic acids were found in minor amounts (<50 mg L−1). On average, one-fourth of the total energy consumed (24 ± 8 kW h) was destined to obtain 1 kg of acetate while the rest was used for the generation of 1 kg of H2 (80 ± 5 kW h).
CCE fluctuated over time and differed for every feeding interval. Considering that every batch was initiated with approximately 12 mmol of CO2 (sum of gas and liquid phases), an average CCE of 45 ± 16% was obtained for the same producing periods shown in Fig. 3. It means that from the inlet, half of the CO2 was converted into products, giving an associated carbon ratio from CO2 to product of 2.22 ± 0.79 mmol CCO2:
mmol Cproduct (0.31 ± 0.86 kg of product per kg of CO2 consumed). A different study for the production of bioplastics obtained a CCE of 73%, in which 0.41 kg of carbon in the form of PHA were generated for every kg of applied carbon as CO2.26 The values of the present work are lower, but it must be considered that CO2 was less available, since the solubility of gases diminishes with increasing temperature. However, with the given data of other thermophilic studies, they cannot be compared to similar systems catalysing comparable end-products. Nevertheless, the low CO2 solubility at high temperature could be reinforced by using gas diffusion electrodes that enhance mass transport and increase the CCE.39
During control tests, an abiotic molar rate of 0.77 ± 0.61 mol H2 per m2 per d was obtained. This value increased up to 1.25 ± 0.38 mol H2 per m2 per d once the reactors were inoculated, and to 8.18 ± 1.51 mol H2 per m2 per d when stoichiometric H2 consumed for acetate generation was contemplated. This means that H2 production was 10-fold higher in biotic reactors than in the abiotic ones, representing 90.59% of the total production. These values were one order of magnitude above those obtained in other thermophilic studies9 even at a less negative fixed potential. They were still low in contrast to those of Ni-based catalysts, although they were similar to those reported in studies that had used stainless steel electrodes.27
Cyclic voltammetry (CV) was performed for abiotic (prior to inoculation) and biotic (42 days after inoculation) conditions, which clearly distinguished the microorganisms’ activity (Fig. 4A). With a similar pH (5.86 vs. 5.81, respectively), the intensity demand curve of the biotic system reached 47.5 mA, which compared to the non-inoculated one (8.20 mA) was an indicator of an increase in H2 production. The presence of redox-active components could not be confirmed in the catholyte when microorganisms were not present, with the onset potential of H2 evolution at around −0.8 V vs. Ag/AgCl.
Meanwhile, a shift to a slightly higher potential of −0.7 V vs. Ag/AgCl was observed when the reaction was bio-catalysed, evidencing hydrogen-mediated production of commodity chemicals.28 These results are clearly shown in Fig. 4B, where the volumetric H2 rate as a function of electrical energy consumption under abiotic and biotic conditions differed by 70% when considering equivalent H2 for organics production. The possible role of an enriched electrosynthetic community was also highlighted by other researchers such as LaBelle and co-workers, which was found to lower the H2 evolution overpotential by 0.25 V.29
Every time a part of the medium was replaced, the product formation velocity increased (Table 1). Undissociated HAc seemed to have a minor effect in our systems although estimated concentrations were found in inhibition ranges for homoacetogenic bacteria.32 For instance, similar HAc values before and after medium replacement resulted in an 8-fold increase of acetate production rates in HT3. In other cases, greater productions were found at higher HAc concentrations, (i.e HT4 vs. HT1). A second explanation for the observed results was in line with the depletion of an essential component of the medium during batch experiments. In all reactors, acetate production rates increased significantly after medium replacement. The enhancement ranged from roughly 3 times (from 37 to 100 mmol m−2 d−1 in HT1), to more than 10 times (from 8 to 97 mmol m−2 d−1 in HT2). In all cases, increments in production rates were concomitant to higher CE. Differently, the substrate (CO2) was periodically fed during the whole study and it was never entirely consumed, so carbon depletion could also be excluded as a potential factor explaining changes in acetate production.
Reactor | Before | After | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Days | Acetate (mM) | Prod. rate (mmol m−2 d−1) | HAc (mM) | CE (%) | pH | EC (mS cm−2) | Days | Acetate (mM) | Prod. rate (mmol m−2 d−1) | HAc (mM) | CE (%) | pH | EC (mS cm−2) | |
HT1 | 95–105 | 19.30 | 37.00 | 1.08 | 54.49 | 5.74 | 4.39 | 105–112 | 18.00 | 100.49 | 0.46 | 83.09 | 5.88 | 10.68 |
HT2 | 95–112 | 27.91 | 7.90 | 9.18 | 30.45 | 5.53 | 3.83 | 112–130 | 25.95 | 97.29 | 3.18 | 59.53 | 5.62 | 9.91 |
HT3 | 168–181 | 65.12 | 20.18 | 7.80 | 12.84 | 4.83 | 7.66 | 183–195 | 58.22 | 168.51 | 7.96 | 40.17 | 4.99 | 6.89 |
HT4 | 170–181 | 49.51 | 43.15 | 16.35 | 30.25 | 5.21 | 6.8 | 183–195 | 41.50 | 204.33 | 2.78 | 47.78 | 6.02 | 8.7 |
Further investigation should be focused on the effect of macro and micronutrient depletion as well as the possible excreted inhibitor accumulation.
These results agree with previous analyses of a thermophilic biocathode for H2 production.9Moorella thermoacetica and M. thermoautotrophica have been described as electrotroph microorganisms and have been shown to be able to reduce CO2 to acetate in a wide temperature range (from 25 to 70 °C) in bioelectrochemical systems.22 The sequences found in our systems were more closely related to M. perchloratireducens but its putative participation in the electron harvesting process is not known. Except for HT3, relative abundances of Moorella related sequences remained at similar values both in liquid and biofilm samples and were sustained through time, posing a reasonable doubt on the participation of this bacterium in electron harvesting in our systems.
In contrast, Desulfotomaculum species are considered sulfate-reducing bacteria (SRB). In our systems, they were mainly present in bulk samples and they could probably use sulfate as a terminal electron acceptor to produce reduced hydrogen sulfide (H2S) when organic substrates were available, but also use CO2 as the sole carbon source.12 However, very low amounts of H2S were found in the liquid media (0.021 ± 0.005 mg L−1). Instead, in CO2 converting bioelectrochemical systems, SRB such as Desulfovibrio and Desulfobacterium have been proposed as H2 producers, electron transfer enhancers and acetate producers.33–35 Moreover, they can putatively reduce acetic and butyric acids to the corresponding alcohols or ketones.1
Differently, in thermophilic microbial fuel cells, Wrighton and co-workers demonstrated the predominance of Firmicutes (>50%) in a bioanode community. Those bacteria were electricity-producing members, which used acetate as a carbon source. Moorella and Desulfotomaculum related sequences were identified as presumably responsible for anode electroactive reactions.36 Similarly, Caloribacterium species have been found on bio-anodes, suggesting its participation in electron transfer.37 In a thermophilic bioreactor, enriched microbial communities revealed a high abundance of both, Caloribacterium and Desulfotomaculum species when feeding with a synthetic syngas mixture or CO alone. It was proposed that these thermophiles converted the input gas mainly to H2 and acetate.38
In the mature biofilm (>150 days of constant operation) collected from three out of the four systems analysed in this work, the relative abundance of Caloribacterium was higher compared to previous samples. This confirms a selective enrichment of this bacteria on the cathode surface. The latter, together with sustained H2 evolution and acetate production, suggests the participation of Caloribacterium in electrode harvesting. If this could be confirmed by additional experimentation using purified Caloribacterium isolates, it would be an additional example of a single species putatively acting as an electrotroph and electrogenic bacterium.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: 10.1039/d0gc00320d |
This journal is © The Royal Society of Chemistry 2020 |