Bradley G Lusk1,2, Alexandra Colin3, Prathap Parameswaran4, Bruce E Rittmann1,5, Cesar I Torres1,6. 1. Biodesign Swette Center for Environmental Biotechnology, Arizona State University, P.O. Box 875701, Tempe, AZ, 85287-5701, USA. 2. #ScienceTheEarth, Mesa, AZ, 85201, USA. 3. Ecole Normale Superieure, 45, rue d'Ulm, 75230, Paris Cedex 05, France. 4. Department of Civil Engineering, Kansas State University, 2123 Fiedler Hall, Manhattan, KS, 66502, USA. 5. School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, AZ, USA. 6. School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ, USA.
Abstract
An enriched mixed culture of thermophilic (60°C) bacteria was assembled for the purpose of using cellulose to produce current in thermophilic microbial electrolysis cells (MECs). Cellulose was fermented into sugars and acids before being consumed by anode-respiring bacteria (ARB) for current production. Current densities (j) were sustained at 6.5 ± 0.2 A m-2 in duplicate reactors with a coulombic efficiency (CE) of 84 ± 0.3%, a coulombic recovery (CR) of 54 ± 11% and without production of CH4 . Low-scan rate cyclic voltammetry (LSCV) revealed a mid-point potential (Eka ) of -0.17 V versus SHE. Pyrosequencing analysis of the V4 hypervariable region of 16S rDNA and scanning electron microscopy present an enriched thermophilic microbial community consisting mainly of the phylum Firmicutes with the Thermoanaerobacter (46 ± 13%) and Thermincola (28 ± 14%) genera occupying the biofilm anode in high relative abundance and Tepidmicrobium (38 ± 6%) and Moorella (11 ± 8%) genera present in high relative abundance in the bulk medium. The Thermoanaerobacter (15 ± 16%) and Brevibacillus (21 ± 30%) genera were also present in the bulk medium; however, their relative abundance varied by reactor. This study indicates that thermophilic consortia can obtain high CE and CR, while sustaining high current densities from cellulose in MECs.
An enriched mixed culture of thermophilic (60°C) bacteria was assembled for the purpose of using cellulose to produce current in thermophilic microbial electrolysis cells (MECs). Cellulose was fermented into sugars and acids before being consumed by anode-respiring bacteria (ARB) for current production. Current densities (j) were sustained at 6.5 ± 0.2 A m-2 in duplicate reactors with a coulombic efficiency (CE) of 84 ± 0.3%, a coulombic recovery (CR) of 54 ± 11% and without production of CH4 . Low-scan rate cyclic voltammetry (LSCV) revealed a mid-point potential (Eka ) of -0.17 V versus SHE. Pyrosequencing analysis of the V4 hypervariable region of 16S rDNA and scanning electron microscopy present an enriched thermophilic microbial community consisting mainly of the phylum Firmicutes with the Thermoanaerobacter (46 ± 13%) and Thermincola (28 ± 14%) genera occupying the biofilm anode in high relative abundance and Tepidmicrobium (38 ± 6%) and Moorella (11 ± 8%) genera present in high relative abundance in the bulk medium. The Thermoanaerobacter (15 ± 16%) and Brevibacillus (21 ± 30%) genera were also present in the bulk medium; however, their relative abundance varied by reactor. This study indicates that thermophilic consortia can obtain high CE and CR, while sustaining high current densities from cellulose in MECs.
Plant biomass, the most abundant biopolymer on Earth, consists of 3–30% lignin, 30–56% cellulose and 10–27% hemicellulose (Emtiazi and Nahvi, 2000; Niessen et al., 2005; Carere et al., 2008). Harnessing energy from plant biomass is difficult, as the glycan polymers of which it is composed are difficult to biodegrade (Olson et al.,
2012; Basen et al., 2014). Cellulose, for example, is only susceptible to degradation from organisms containing cellulolytic enzymes or cellulases (Niessen et al., 2005; Carere et al., 2008). For this reason, many conventional methods for extracting energy from plant biomass consist of combustion processes that produce large amounts of ash and are highly regulated (Badger, 2002). In contrast, bioprocessing uses non‐combustion biotechnologies to harness the energy stored in plant biomass to produce beneficial fermentation products, including electricity, CH4, ethanol, acetate or hydrogen gas (Demain et al., 2005; Wilson, 2009; Li et al., 2012; Xia et al., 2012; Hama et al., 2014; Saripan and Reungsang, 2014).Consolidated bioprocessing is a rapidly advancing field that uses bacteria to produce ethanol in high concentrations on an industrial scale from cellulosic biomass in one step without exogenous cellulase enzymes (Olson et al.,
2012). Another employed biological technology utilizes isolated cellulolytic enzymes to degrade cellulose into glucose that is then fermented by yeast to produce high ethanol concentrations; however, the process of purifying these enzymes is costly (Olson et al.,
2012). Thermophilic bacterial consortia have been identified as ideal candidates for consolidated bioprocessing as they can degrade cellulose at higher activities than isolated enzymes (Bryant, 2011; Zambare et al., 2011) and can operate at slightly acidic, neutral or slightly basic pH conditions (Lynd et al., 2002; Sizova et al., 2011; Lusk et al., 2016).Microbial electrochemical cells (MxCs) utilize anode‐respiring bacteria (ARB) that are capable of consuming sugars, acids and alcohols for the production of electrical current (j) via anode respiration (Oh and Logan, 2005; Kim et al., 2007; Mathis et al., 2008; Parameswaran et al., 2013; Lusk et al., 2015, 2016). Previous studies have reported that the products of cellulose fermentation can be utilized in MxCs for the generation of current or hydrogen gas using mixed cultures (Niessen et al., 2005; Rismani‐Yazdi et al., 2007; Ren et al., 2008). Coupling ARB with cellulolytic bacteria provides the possibility of converting cellulose directly into current in an MxC without having to collect fermentation products. In addition, MxCs may decrease inhibition caused by the accumulation of acids from cellulose fermentation (Demain et al., 2005; Niessen et al., 2005), as ARB consume these acids to produce current. Previous studies with mesophilic cellulolytic cultures coupled with ARB in MxCs produced low current density – 0.05 A m−2 (Ren et al., 2008), < 0.18 A m−2 (Rismani‐Yazdi et al., 2007) and 1.8 A m−2 (Niessen et al., 2005) – and low or unreported coulombic efficiency (CE). However, several thermophilic bacteria exhibit cellulolytic activity in pure and mixed culture studies (Lynd et al., 2002; Demain et al., 2005; Kato et al., 2005; Sizova et al., 2011); thus, using them in thermophilic MxCs may provide enhanced electron recovery and capture efficiency.As no bacterium is known to be capable of cellulose fermentation and anode respiration, we chose to employ a thermophilic microbial consortium for the efficient conversion of cellulosic material into current. Thermophilic MxCs have the potential to convert cellulose into current with high coulombic recovery (CR) and high CE due to the superior growth kinetics, cellulase activity, stability and diffusion rates of H+ within the biofilm anode with thermophilic temperature (McBee, 1950; Mathis et al., 2008; Torres et al., 2008; Taylor et al., 2009; Sizova et al., 2011; Parameswaran et al., 2013; Lusk et al., 2015, 2016). For example, Thermincola ferriacetica, a thermophilic ARB capable of producing current from the consumption of acetate, has a doubling time five times faster than Geobacter sulfurreducens – a model mesophilic ARB (Parameswaran et al., 2013) – has a large pH range (5.2–8.3) (Lusk et al., 2016) for growth and can achieve a high j (> 8 A m−2) (Parameswaran et al., 2013; Lusk et al., 2016) and CE (93%) in MxCs (Parameswaran et al., 2013). In addition, Thermoanaerobacter pseudethanolicus is capable of fermenting cellulose degradation products, including glucose and cellobiose, into acetate before ultimately producing current (Lusk et al., 2015). This study employed a consortium containing T. ferriacetica and T. pseudethanolicus with an enriched culture of cellulolytic bacteria for the purpose of showing that higher current densities from cellulose are possible in thermophilic MxCs.
Results and discussion
Initial growth and current production from cellulose‐fed microbial electrolysis cells
Chronoamperometry results in Fig. 1 indicate that a consortium of cellulose‐fermenting bacteria and ARB was capable of producing a sustained current density of 6.4 A m−2 in microbial electrolysis cell 1 (MEC 1) when using cellulose as the sole donor substrate. The corresponding coulombic efficiency (CE) and coulombic recovery (CR) were 84% and 46%, respectively, and were calculated on the final day (day 26). The chemical oxygen demand (COD) conversion rate was 0.05 gCOD l−1 day−1. The current density was much higher than previously reported for cellulose‐fed thermophilic microbial fuel cells (MFCs) at 0.4 A m−2 (Mathis et al., 2008), cellulose‐fed mesophilic MFCs at 0.05 A m−2 (Ren et al., 2008) and < 0.18 A m−2 (Rismani‐Yazdi et al., 2007) and cellulose‐fed mesophilic MECs at 1.8 A m−2 (Niessen et al., 2005). The higher current density in the MECs from this study in comparison to the MFCs from other studies was partly the result of the MEC mode of operation, which eliminated O2 intrusion to the anode and allowed the potential of the anode to be poised. At day 25, both anodes in MEC 1 were sacrificed for the purpose of imaging active biofilm anodes with scanning electron microscopy (SEM) and confocal laser scanning microscopy (CLSM).
Figure 1
Chronoamperometry shows current generation (black line) from cellulose‐fed MEC 1 over 25 days. Black arrow indicates time (day 13) when LSCV was taken.
Chronoamperometry shows current generation (black line) from cellulose‐fed MEC 1 over 25 days. Black arrow indicates time (day 13) when LSCV was taken.Batch bottle studies with cellulolytic cultures indicated that the four primary products formed from cellulose fermentation were acetate, lactate, ethanol and H2 (Fig. S1A–F). Previous studies have reported that cellulose fermentation products can be utilized in MxCs for the production of electricity or hydrogen using other mixed cultures (Niessen et al., 2005; Rismani‐Yazdi et al., 2007; Ren et al., 2008). To assess the products of cellulose fermentation and their role in current production in MECs, liquid samples were acquired during batch operation of MEC 2, and the results are in Fig. 2. The acetate concentration rose as cellulose fermentation occurred and then fell as it was consumed by ARB for current generation. The initial acetate concentration (2 mM) was from fermentation of cellulose in the serum bottles. However, as the filter paper was not completely degraded in the serum bottles before transferring to the MEC, an increasing acetate concentration (~15 mM) was the result of cellulose fermentation in the anode compartment.
Figure 2
Current generation (black line) from cellulose‐fed MEC 2 along with concentrations of fermentation by‐products in mM is shown: acetate (blue diamonds), lactate (red squares) and ethanol (purple triangles). Corresponding pH is indicated by orange circles.
Current generation (black line) from cellulose‐fed MEC 2 along with concentrations of fermentation by‐products in mM is shown: acetate (blue diamonds), lactate (red squares) and ethanol (purple triangles). Corresponding pH is indicated by orange circles.In addition, pH measurements in MEC 2 indicated that acetate production led to a decrease in pH, while, following lactate depletion, diminishing acetate concentrations led to a rise in pH. The drop in pH between days 9 (pH = 7) and 20 (pH = 6.5) correlated with a decrease in current production, suggesting that the biofilm anode became pH‐inhibited (Torres et al., 2008; Marcus et al., 2011; Yuan et al., 2012; Lusk et al., 2015, 2016). (See Fig. S3 for confocal laser scanning microscopy confirming that the live portion of the biofilm was limited to 40–60 μm at the operating buffer concentration and anode configuration.) The small anode surface area in comparison to the bulk volume created a scenario in which fermentation products could accumulate faster than they were consumed, resulting in acidic conditions within the biofilm anode and bulk media.Although H2 production was observed in all cellulolytic serum bottles (Fig. S1A–F), H2 was observed in neither MEC 1 nor MEC 2. Thermophilic ARB, including T. ferriacetica and T. pseudethanolicus, are capable of H2 consumption when performing dissimilatory metal reduction (Onyenwoke et al., 2007; Zavarzina et al., 2007); thus, it is likely that, if any H2 was produced during cellulose or ethanol fermentation in an MEC, it was quickly consumed by anode respiration. In addition, the ethanol concentration decreased gradually during MEC operation, whether acetate was increasing or decreasing; the decrease in ethanol was due to its fermentation to acetate or to its consumption by the biofilm anode. By day 37, lactate and ethanol concentrations became undetectable, and the acetate concentration was < 1 mM. However, biomass endogenous decay sustained current production at < 1 A m−2 for nine days. TCOD analysis indicated a CE of 84%, a CR of 62% and a COD conversion rate of 0.04 gCOD l−1 day−1. Previous reports attribute ~15% of non‐current electrons to net biomass synthesis (Rabaey et al., 2003; Lee et al., 2008; Li et al., 2015); therefore, most of the non‐recovered electrons possibly were contained in non‐decayed biomass in the biofilm anode.CH4 gas was not detected in the anode of MEC 1 or MEC 2. As CH4 acts as an electron sink in MECs, inhibiting its production increases CE and CR, as more electrons can be recovered as current (Lee et al., 2008). The absence of CH4 despite the presence of 15 mM acetate means that either acetoclastic methanogenic archaea were absent or were inhibited in the thermophilic MECs for the duration of the experiments – an observation consistent with other studies (Nozhevnikova et al., 2007; Lü et al., 2014).
Low‐scan rate cyclic voltammetry
The derivative LSCV plots (Fig. 3) reveal a mid‐point potential (E
) of −0.169 ± 0.003 V versus SHE, and the same value occurred in a duplicate reactor. This E
value is similar to previously reported data for T. pseudethanolicus (Lusk et al., 2015), suggesting that the ARB from the enriched cellulolytic culture played a role in current production. Similar E
values from MEC 1 and MEC 2 indicate a consistent microbial consortium on the anode biofilm across duplicate reactors.
Figure 3
Derivative LSCV at 1 mV s−1 (normalized to D/D
ax) from cellulose‐fed MECs 1 (day 13) (blue) and 2 (day 11) (red). Black arrows indicate the E
.
Derivative LSCV at 1 mV s−1 (normalized to D/D
ax) from cellulose‐fed MECs 1 (day 13) (blue) and 2 (day 11) (red). Black arrows indicate the E
.
Community analysis of thermophilic, cellulolytic microbial consortium
The DNA‐sequence analysis in Fig. 4A shows that biofilm anodes contained a greater abundance of bacterial genera associated with ARB and dissimilatory metal reduction than the bulk medium, because these bacteria may require the anode for respiration. Results indicate that the biofilm anode was enriched with bacteria from the Thermincola genus (28 ± 14%, turquoise in Fig. 4A), representing the Thermincola ferriaceticaARB that was used to inoculate the MECs. The presence of the Thermoanaerobacter genus (pink in Fig. 4A) is important in the biofilm anode (46 ± 13%) and the anode bulk medium (26% in Bulk MEC 1 and 3% in Bulk MEC 2), as T. pseudethanolicus has been implicated in previous studies for its ability to ferment cellulose fermentation products including glucose and cellobiose while simultaneously performing current production in an MEC (Lusk et al., 2015).
Figure 4
A. Relative abundance of bacterial genera for samples taken from either the bulk media (bulk) or the biofilm anode (biofilm) in MEC 1 and MEC 2.
B. Rarefaction curve for ɑ‐diversity in the biofilm anode (biofilm MEC 1 is orange and biofilm MEC 2 is green) or bulk media (bulk MEC 1 is red and bulk MEC 2 is blue). Standard deviation is indicated by black bars.
A. Relative abundance of bacterial genera for samples taken from either the bulk media (bulk) or the biofilm anode (biofilm) in MEC 1 and MEC 2.B. Rarefaction curve for ɑ‐diversity in the biofilm anode (biofilm MEC 1 is orange and biofilm MEC 2 is green) or bulk media (bulk MEC 1 is red and bulk MEC 2 is blue). Standard deviation is indicated by black bars.Another major inhabitant of the biofilm anode was the Tepidmicrobium (7.6 ± 3.1%) genus from the Tissierellaceae family (orange in Fig. 4A), which also made up a large portion of the anode bulk medium (38 ± 5.9%). Members of the Tepidmicrobium genus, including Tepidmicrobium ferriphilum and Tepidmicrobium xylanilyticum, have been reported as capable of oxidizing proteinaceous substrates or carbohydrates while simultaneously reducing either 9,10‐anthraquinone 2,6‐disulfonate (AQDS) or Fe(III) oxides (Slobodkin et al., 2006; Niu et al., 2009). It is likely that this genus was selected for in the cellulolytic fermentation bottles and then functioned as a fermenter and an ARB once it was inoculated into the MECs.In contrast to ARB, the cellulolytic microbial consortium responsible for fermentation occupied a higher percentage of the bulk medium community and was enriched. Moorella was most abundant in the bulk medium of MEC 1 (17%) and made up 5% of the bulk medium in MEC 2. Moorella species, including Moorella thermoacetica, have been reported to convert the products of cellulose degradation into acetate in batch reactors (Savage and Drake, 1986; Hu et al., 2013). Caldicoprobacter made up ~2.4% of the bulk media in MEC 1 (dark purple in Fig. 4A). Members of this genus, including Caldicoprobacter oshimai and Caldicoprobacter algeriensis, are thermophilic, cellulolytic, xylanolytic and fermentative (Yokoyama et al., 2010; Bouanane‐Darenfed et al., 2011). In addition, members of the Clostridium genus (dark green in Fig. 4A) were present in the bulk medium (0.7 ± 0.5%) and biofilm anode (0.5 ± 0.1%). Members of the Clostridium genus, including Clostridium thermocellum, produce cellulosomes and are well documented as cellulolytic thermophiles (Viljoen et al., 1926; Akinosho et al., 2014).The Brevibacillus genus (red in Fig. 4A) was the most variable. In MEC 1, Brevibacillus was not present in the biofilm anode and made up only ~0.02% of the bulk medium; however, it was highly abundant in the biofilm anode (30%) and bulk media (43%) of MEC 2. Brevibacillus, including Brevibacillus sp. strain JXL and Brevibacillus laterosporus, has been reported to produce cellulosomes (Kato et al., 2005; Liang et al., 2009). In addition, Ralstonia (light green in Fig. 4A), a gram‐negative bacterial genus, was present in the bulk media of MEC 2 (6%). Members of the Ralstonia genus, including Ralstonia paucula, have been identified in mixed thermophilic lipolytic cultures (Sheikh Abdul Hamid et al., 2003). It is likely that Brevibacillus and Ralstonia were key microbial players for cellulolytic activity and microbial decay in MEC 2 as samples were taken after the current density had reached ~0.0 A m−2.The rarefaction plot in Fig. 4B shows that within‐reactor microbial communities present in the bulk media (Bulk MEC 1 and Bulk MEC 2) were much more diverse than the microbial communities composing the biofilm anode (biofilm MEC 1 and biofilm MEC 2). However, between reactors, the biofilm anodes and microbial communities present in the bulk media of MECs 1 and 2 had similar sequence diversity, supporting that the composition of the enriched cellulolytic community is repeatable and robust.
Scanning electron microscopy
Scanning electron microscopy analysis revealed biofilm anodes composed of a diverse set of cell morphologies. The medium rod‐shaped cells (Fig. 5A–C) are indicative of clostridial bacteria (Zavarzina et al., 2007; Parameswaran et al., 2013). Also present are bacteria containing long, rod‐shaped structures with spore‐like appendages (white boxes in Fig. 5D), which may indicate the presence of cellulosomes (Freier et al., 1988).
Figure 5
Scanning electron microscopy images reveal a biofilm with diverse bacterial morphologies.
A. Shows an active biofilm anode attached to an electrode at 2000× magnification. The surface of the graphite anode is indicated by the word ‘anode’.
B. An active biofilm anode attached to an electrode at 5000× magnification. The surface of the graphite anode is indicated by the word ‘anode’.
C. An active biofilm anode attached to an electrode at 5000× magnification.
D. An active biofilm anode attached to an electrode at 20 000× magnification. The white squares are used to highlight features present on the cell surface.
Scanning electron microscopy images reveal a biofilm with diverse bacterial morphologies.A. Shows an active biofilm anode attached to an electrode at 2000× magnification. The surface of the graphite anode is indicated by the word ‘anode’.B. An active biofilm anode attached to an electrode at 5000× magnification. The surface of the graphite anode is indicated by the word ‘anode’.C. An active biofilm anode attached to an electrode at 5000× magnification.D. An active biofilm anode attached to an electrode at 20 000× magnification. The white squares are used to highlight features present on the cell surface.
Experimental procedures
Growth and media conditions for thermophilic anode‐respiring bacteria
Thermincola ferriacetica strain 14005 was obtained from DSMZ, Braunshweig, Germany. The strain was cultivated in serum bottles containing a modified DSMZ Medium 962: Thermovenabulum medium. The contents of the medium can be found in the Supporting Information. The cultures were grown in 160‐ml batch serum bottles containing 100 ml medium and were incubated in an Excella E24 Incubator Shaker (New Brunswick Scientific) at 60°C and 150 RPM.
Growth conditions and medium for enrichment of cellulolytic bacterial consortium
An enriched cellulolytic consortium including Thermoanaerobacter pseudethanolicus was cultivated in serum bottles using ATCC Medium 1190. The contents of the medium can be found in the Supporting Information. The cultures were grown in 160‐ml batch serum bottles containing 100‐ml medium and were incubated in an Excella E24 Incubator Shaker (New Brunswick Scientific) at 60°C and 150 RPM. Degradation of cellulose was monitored visually, and the products of cellulose fermentation were monitored via high pressure liquid chromatography (HPLC). Cultures from serum bottles showing the highest affinity for cellulose degradation were transferred (3 ml) to new serum bottles containing fresh media and cellulose. Due to increased rates of cellulose fermentation (Fig. S1A–F), the contents of bottles containing filter paper (Fig. S1D and E) were added to the microbial electrochemical cells after glucose concentrations had diminished.
Construction, operation and monitoring of dual‐chamber H‐type microbial electrolysis cells
Duplicate H‐type microbial electrochemical cells (MECs) (Fig. S2) were constructed containing a 350‐ml anode chamber and a 350‐ml cathode chamber for a total reactor volume of 700 ml (Parameswaran et al., 2013; Lusk et al., 2016). An anion exchange membrane (AMI 7001; Membranes International, Glen Rock, NJ, USA) was used to allow ion transfer between the anode and cathode. The anode electrodes were comprised of two graphite rods (0.3 cm diameter, graphitestore.com) with a total anode surface area of 2.40 and 2.87 cm2. An Ag/AgCl reference electrode (BASi MF‐2052) was placed in the anode chamber. The anode was poised at −0.06 V versus the standard hydrogen electrode (SHE) using a potentiostat (Princeton Applied Research, Model VMP3, Oak Ridge, TN, USA). The anode chambers were kept completely mixed via agitation from a magnetic stir bar operated at 200 rpm. The cathode consisted of a single cylindrical graphite rod (0.3 cm diameter and a total area of 6.67 cm2). Cathode pH was adjusted to 12 via addition of NaOH. Gas collection bags were placed on the anode compartments to collect volatile products (CO2) and on the cathode to collect hydrogen.Anode chambers were inoculated from serum bottles containing an enriched cellulolytic culture containing T. pseudethanolicus and with a separate culture of T. ferriacetica. For the enriched cellulolytic culture, after 10 days of growth (glucose concentration = 0 mM), 200 ml of spent ATCC Medium 1190 containing the cellulolytic culture with visibly unfermented filter paper was transferred in a glove box (Coy) under anaerobic conditions (mix of 97.5% UHP N2 and 2.5% UHP H2) to the anode chamber of an H‐type MEC. In addition, 150 ml of modified DSMZ Medium 962 media without acetate and 3 ml of T. ferriacetica from stock serum bottles (~10 days of growth) were added to the anode of the MEC under anaerobic conditions. The MECs were operated in batch mode in a 60°C incubator.ec‐lab software (version 10.31) was used to constantly monitor current in two minute intervals during chronoamperometry (CA) and to observe the j‐V response of the biofilm anode during low‐scan cyclic voltammetry (LSCV). LSCV scans were performed 1 and 10 mV s−1. Derivative values were obtained using the Derivative Process with the ec‐lab software.
Monitoring cell performance via analysis of fermentation products with high pressure liquid chromatography, total chemical oxygen demand and gas chromatography
To monitor the fermentation of cellulose, the consumption of fermentation products and pH, 1 ml of samples was taken from the serum bottles daily and from the MEC reactors every ~4 days. The pH was monitored using an Orion 2 Star pH Benchtop apparatus (Thermoscientific, Waltham, MA, USA). Liquid samples were filtered through a 0.2 μm filter and stored at −20°C until they were analysed using HPLC (Shimadzu, Kyoto, Japan) via the method from (Lusk et al., 2015). Fermentation products monitored included acetate, lactate, butyrate, ethanol, glucose and cellobiose.Initial and final concentrations of total chemical oxygen demand (TCOD) were measured using a Hach 20–1500 mg l−1 range TCOD kit (this measurement accounted for initial and final suspended biomass). A biochemical methane potential (BMP) test was used on the yeast extract to determine its potential as an electron source, as T. ferriacetica growth on yeast extract has been reported previously (Zavarzina et al., 2007). The BMP test indicated that yeast extract had minimal influence on current production with an equivalent of 19 mA*h per reactor. TCOD measurements were used to calculate CE (Parameswaran et al., 2013) CR (Ge et al., 2013). CE measures the conversion efficiency of the electrons removed from the donor substrate and utilized for current production, while CR compared the current production to the total electrons entering the MEC (Lee et al., 2008).Coulombic efficiency can be calculated as: where TCODcurrent is a measure of the number of coulombs captured as current, TCODfinal is the total number of coulombs measured as TCOD contained in the bulk liquid after the batch run, and TCODinitial is the total number of coulombs measured as TCOD contained in the cellulose and bulk media prior to the batch run.Coulombic recovery can be calculated as: where TCODcurrent is a measure of the number of coulombs captured as current, and TCODinitial is the total number of coulombs measured as TCOD contained in the cellulose and bulk media prior to the batch run.Gas production in the headspace of serum bottles and MECs were periodically measured using a frictionless glass syringe (Perfektum, NY, USA). For serum bottles, gas for measurements was collected directly from the headspace of the bottles, and for the MECs, gas for measurements was collected from 0.5 l gas collection bags (Fisher Scientific, Waltham, MA, USA). Gas samples were collected using a gas‐tight syringe (500 μl, Trajan Scientific, Melbourne, Australia). H2 and CO2 production were quantified using a gas chromatograph (GC 2010; Shimadzu) equipped with a thermal conductivity detector and a packed column (ShinCarbon ST 100/120 mesh, Restek Corporation, Bellefonte, PA, USA) for separating sample gases. N2 was the carrier gas fed at a constant flow rate of 10 ml min−1, and the temperature conditions for injection, column and detector were 110, 140 and 160°C respectively. Analytical grade H2, CH4 and CO2 were used for standard calibration curves. Detection limits of H2 and CH4 were 0.5% (or 2.5 ml in a 500 ml bag; the theoretical maximum quantity of undetected H2 and CH4 about 0.21 mg and 1.6 mg respectively). CH4 was monitored, but it was not observed in any MECs or serum bottles. H2 was observed in all serum bottles, but was not observed in the gas phase of the anode in any MECs.
Confocal laser scanning microscopy (CLSM) and SEM
Microscopy measurements were completed by sacrificing live biofilms from an MEC after its current had reached a steady state. To ascertain the thickness of the live and dead biomass on the anode, we employed confocal laser scanning microscopy (CSLM) using the LIVE/DEAD stain (BacLight Cell vitality kit; Invitrogen, Carlsbad, CA, USA) applied to intact biofilms connected to anodes (Parameswaran et al., 2013; Lusk et al., 2015, 2016). Measurements were acquired using an upright Leica SP5 microscope. Images were taken every 5 μm with a 40X immersion objective (Images shown in Fig. S3).Scanning electron microscopy also was performed on an intact biofilms connected to anodes. After its removal from the reactor, the biofilm anode was fixed with 4% glutaraldehyde for 12 h at 4°C and then washed and stored in 10‐mM PBS (pH 7) solution for ~1 h. Next, the sample was then treated with 1% osmium tetroxide for 15 min, followed by graded ethanol series dehydration (50%, 70%, 95%, and 100% for 5 min each), then dried by critical point drying and, finally, mounted on an aluminium stub before being sputter‐coated with a Au/Pd alloy with a Technics Hummer II sputter coater. Imaging was conducted using an FEI XL‐30 environmental SEM (Philips) with an accelerating voltage of 10–20 kV and a working distance of 8–10 mm.
DNA extraction and pyrosequencing community analysis
For bacterial community analysis of the biofilm anodes, biofilms were collected in sterilized 1.5‐ml centrifuge vials at the end of each run (day 26 for MEC 1 and day 46 for MEC 2). For bacterial community analysis of the bulk media, 150 ml of liquid was removed and placed in three sterilized 50 ml Falcon tubes per reactor. The tubes were then centrifuged (5810 R, Eppendorf, Hamburg, Germany) at 4000 RPM for 15 min, and the pellets were preserved. All DNA collection was conducted at the end of the MEC batch runs. DNA extraction was performed using the gram‐positive bacteria method from the Qiagen DNEasy Blood and Tissue Extraction Kit (Qiagen, Mississauga, ON, USA) following the manufacturer's recommendations. DNA extraction was confirmed and quantified using a Nanodrop ND‐1000 spectrophotometer. Extracted DNA was stored at −20°C.Amplicon pyrosequencing was conducted at the Microbiome Analysis Lab (Arizona, USA) using a MiSeq Ilumina sequencer. The V4 region of the 16S rRNA gene was targeted with barcode primers 515f and 806r to analyse the bacterial domain. Raw data were scrutinized using qiime 1.4.0 suite (Walters et al., 2010): Sequences having < 200 bps, homopolymers > 6 bps, primer mismatches or an average quality score < 25 were removed. The Greengenes 16S rRNA gene database with uclust (Edgar, 2010) was used to pick the operational taxonomic unit (OTU) based on ≥ 97% identity. OTUs that contained < two sequences (singletons) were removed. Remaining OTUs were aligned with the representative sequence in the Greengenes database using PyNast (DeSantis et al., 2006; Caporaso et al., 2010). chimeraslayer was used to identify chimeric sequences (Haas et al., 2011), which were removed using a python script in qiime. OTUs were assigned a taxonomy using a 50% confidence threshold with the ribosomal database project (RDP) (Wang et al., 2007). Whole‐tree phylogenetic diversity was analysed with qiime 1.4.0 (Walters et al., 2010).
Outlook
Operating thermophilic MxCs for current production from cellulose degradation shows consistently high current density, CE and CR in the absence of CH4 production. However, the operating temperature, bacterial consortia and dimensional properties of thermophilic MxCs will play a crucial role in further development of the technology for consolidated bioprocessing. For example, previous reports indicate that optimal activity for T. ferriacetica, one of the primary ARB in this study, is 60°C (Zavarzina et al., 2007; Mathis et al., 2008; Marshall and May, 2009; Parameswaran et al., 2013); however, T. pseudethanolicus has optimal activity at a higher temperature (65–70°C) (Onyenwoke et al., 2007). In addition, reports indicate that cellulase activity may be optimal in other thermophilic bacteria at temperatures higher than 60°C (Johnson et al., 1982; Curatolo et al., 1983; Blumer‐Schuette et al., 2012; Basen et al., 2014). Given that many dissimilatory metal‐reducing thermophiles could be ARB, it may be possible to increase current production via fermentation product utilization by employing additional microorganisms not observed in this study (Roh et al., 2002; Slobodkin et al., 2006; Niu et al., 2009; Slepova et al.,
2009). Previous reports also indicated that anode surface area should be optimized to account for the rate of production of acids and alcohols from cellulose fermentation which may increase the COD conversion rate (Logan et al., 2007; Mathis et al., 2008). Future research directions should focus on a holistic view of cellulolytic MxCs by analysing the kinetics of cellulase activity, fermentation product production and consumption, anode respiration, bacterial growth and nutrient balancing.
Conflict of interest
The authors declare no competing financial interest.Fig. S1. (a–f) Representative fermentation profiles tracked over 11 days from six serum bottles.Fig. S2. Picture of a thermophilic H‐type microbial electrochemical cell in an incubator at 60 °C.Fig. S3. CLSM LIVE/DEAD analysis revealed a live biofilm layer (Lf shown in yellow) approximately 40‐60 μm thick.Click here for additional data file.
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