Jared N.
Roy
a,
Heather R.
Luckarift
bc,
Carolin
Lau
a,
Akinbayowa
Falase
a,
Kristen E.
Garcia
a,
Linnea K.
Ista
a,
Privthiraj
Chellamuthu
d,
Ramaraja P.
Ramasamy
b,
Venkataramana
Gadhamshetty
b,
Greg
Wanger
e,
Yuri A.
Gorby
e,
Kenneth H.
Nealson
de,
Orianna
Bretschger
e,
Glenn R.
Johnson
b and
Plamen
Atanassov
*a
aDepartment of Chemical and Nuclear Engineering, Centre for Emerging Energy Technologies, The University of New Mexico, Albuquerque, 87131, NM. E-mail: plamen@unm.edu; Tel: +1 505 277-2640
bAirbase Sciences Branch, Air Force Research Laboratory, Tyndall Air Force Base, FL 32403
cUniversal Technology Corporation, Dayton, OH 45432
dDepartment of Earth Science, University of Southern California, Los Angeles, CA 90089
eThe J. Craig Venter Institute, San Diego, CA 92121
First published on 28th August 2012
Mediated electron transfer has been implicated as a primary mechanism of extracellular electron transfer to insoluble electron acceptors in anaerobic cultures of the facultative anaerobe Shewanella oneidensis. In this work, planktonic and biofilm cultures of S. oneidensis exposed to carbon-limited environments trigger an electrochemical response thought to be the signature of an electrochemically active metabolite. This metabolite was detected via cyclic voltammetry for S. oneidensis MR-1 biofilms. The observed electrochemical potentials correspond to redox potentials of flavin-containing molecules. Chromatographic techniques were then used to quantify concentrations of riboflavin by the carbon-limited environmental response of planktonic S. oneidensis. Further evidence of flavin redox chemistry was associated with biofilm formation on multi-walled carbon nanotube-modified Toray paper under carbon-starved environments. By encapsulating one such electrode in silica, the encapsulated biofilm exhibits riboflavin redox activity earlier than a non-encapsulated system after media replacement. This work explores the electrochemical nature of riboflavin interaction with an electrode after secretion from S. oneidensis and in comparison to abiotic systems.
MFC power production is a fortuitous result of microbial metabolism in which the fuel cell performance is dictated by microbial EET processes, acting either individually or in concert. The ability to effectively transfer electrons is intrinsically linked to microbial metabolism and DMRB exhibit versatile EET mechanisms that allow the bacterium to respond to changes in physiological conditions.18 It is unclear, however, how EET mechanisms are controlled by physiological constraints or how environmental conditions may dictate each mode of EET.
Elucidating and understanding these relationships may lead to improved MFC systems by: 1) guiding the rational development of engineered surfaces to improve the physical association between microbes and products of metabolism; 2) determining microbial culture conditions that provide reproducible redox processes; and thereby 3) define optimal operational conditions for MFCs.
In this work we explore the phenomena of riboflavin production by MR-1 in electron donor-limited conditions,21 and investigate the influence of riboflavin redox chemistry within biofilms formed on the electrode. One inherent problem in the study of Shewanella spp. is the apparent rapid detachment of biomass from the biofilm under certain environmental stimuli.22 A method to artificially bind a culture to an electrode to mimic biofilm formation is investigated by immobilizing a defined population of MR-1 cells to an electrode by means of silica coating. This technique overcomes potential limitations of investigating riboflavin redox reactions within a S. oneidensis biofilm by preventing a loss of biomass during medium exchange. In either case, natural biofilm formation or silica immobilized biofilm formation, the subsequent adsorption of riboflavin onto electrode materials and the biofilm surface is predicted to dominate the electrochemical character of an MR-1 populated bio-anode under operating conditions defined within this study.23
The work described here further elucidates the role of riboflavin within Shewanella EET. In terms of MET, for example, studies originally reported by Marsili et al. and corroborated by others show that Shewanella spp. will use flavin compounds as a dominant redox mechanism in EET anaerobic respiration.14–17 Recently however, there is evidence to suggest the role of electron shuttles that mediate taxis of organisms towards insoluble electron acceptors; perhaps leading to biofilm formation on these surfaces once an environmental stimulus is present; for example, carbon or oxygen limitation, as described herein. A mechanism to hydrolyse cytoplasmic synthesized flavin mononucleotide (FMN) to flavin adenine dinucleotide (FAD) and riboflavin has also recently been described via the periplasmic protein UshA.16 This supports the idea of metabolic release of riboflavin into the environment where these environmentally bound flavins may serve in cell-to-cell signalling, sensing of redox gradients, or other non-respiratory functions.15 Furthermore, an idea of mediated energy taxis has been proposed in which S. oneidensis not only uses riboflavin as a mediator but as a signal to direct cell populations to insoluble electron acceptors.19 This idea becomes significant in the context of Geobacter biofilms, which have been shown to produce higher current densities compared to biofilms of Shewanella.20 As of yet, no such electrochemical endogenous metabolite has been identified for Geobacter biofilm formation.
Cell counts were determined by conventional serial dilution, plating and colony counting to determine colony forming units per mL (CFU mL−1).
TP-CNT electrodes were again plasma treated for 10 s to sterilize the surface and to increase surface wettability. TP-CNT electrodes were incubated in 10 mL of an MR-1 cell suspension in sodium phosphate buffer overnight at 30 °C with no agitation. The culture is starved of a carbon source at this time. Following biofilm development, the electrodes were removed and used in electrochemical characterization experiments and visualized by scanning electron microscopy (SEM). Biofilm coated TP-CNT electrodes were further encapsulated in silica by chemical vapor deposition (CVD) of tetramethyl orthosilicate (TMOS) as described previously.26
The bioreactor was a Bioflow 110 (New England Biosciences) operated in semi-batch mode at 30 °C, with stirring (600 rpm) and maintained at pH 7.0 (by addition of 1 N HCl). The gas flow into the bioreactor was controlled at 5% dissolved oxygen by mixing ultra high pure N2 and compressed air. Cell density was monitored by measuring optical density of the culture at 600 nm. To identify physiological conditions that affect riboflavin production, the bioreactor was also operated in semi-batch mode under anaerobic conditions; at which time 40 mM of sodium fumarate was added to the medium as the terminal electron acceptor.
(1) |
Where the peak potential (Ep) and half peak potential (Ep/2) are expressed in millivolts. Using the calculated value of z, the number of moles of oxidized or reduced electrochemical species was calculated using Faraday's Law:
(2) |
Where charge (Q) is obtained from analyzing the redox peaks from CV. Since the standard contains a known bulk concentration of riboflavin (Cb), the apparent diffusion coefficient (Dapp), of riboflavin was estimated using the expression:
(3) |
Where A is the porous area of the electrode, ν is the sweep rate in mV s−1, and ip is the peak current density. Finally the redox potential (Eredox) was obtained by midpoint evaluation.
The peak potential (Ep), peak current (Ip), half peak potential (Ep/2), and charge (Q) were obtained by analysis of the redox peaks, while the number of electrons (z), moles of riboflavin reacted (n), apparent diffusivity (Dapp) and redox potential (Eredox) were obtained by calculation.28
Fig. 1 Conversion of lactate to oxidation products (acetate and pyruvate) and production of riboflavin during cell growth of S. oneidensis MR-1. |
The maximum concentration of riboflavin produced was 391 nM, which corresponded with the stationary phase of cell growth (cell density of 1.6 × 108 CFU mL−1). HPLC analysis of culture supernatants confirmed that volatile fatty acids were completely oxidized at this point and indicated that maximum levels of riboflavin production occurred immediately after all electron donors were consumed. This correlation may imply that riboflavin production in S. oneidensis is a response to intracellular carbon fluxes as has been proposed for other bacterial species.21 The onset of riboflavin production corresponds with depleted lactate at a point when acetate and pyruvate oxidation by-products begin to accumulate within the culture. A second kinetic increase in riboflavin production then occurs after pyruvate was consumed and acetate concentrations began to decrease (Fig. 1). Riboflavin production reaches a stable maxima (equivalent to 2.55 nM cell−1) once residual acetate has been consumed.
In contrast, when sufficient concentrations of an alternative electron acceptor are present in anaerobic cultures (e.g. sodium fumarate), no riboflavin is synthesized by S. oneidensis (data not shown). Under steady state anaerobic conditions, cell density decreased to ∼0.6 × 108 CFU mL−1 and riboflavin was no longer detected in the medium (considering a fluorescence detection limit of 25 nM). The correlation between riboflavin production and the presence of oxygen as an electron acceptor is in agreement with previous studies showing that aerobic conditions promote higher riboflavin and FMN production in MR-1.29 However, the results are incongruent with the idea that flavin molecules play a role in mediated electron transfer to insoluble electron acceptors under anaerobic conditions, e.g. in the MFC anode.
Fig. 2 Riboflavin voltammetry associated with (A) abiotic systems containing known concentrations in the bulk and (B) associated with S. oneidensis MR-1 biofilms on TP-CNT. Data in panels A and B is shown with background subtraction to remove the effects of capacitance. Inset to panel A shows CV of riboflavin without background subtraction. |
These results confirm that CV can be used as a quantitative tool to analyse the electrochemical response of riboflavin. Parametric analysis was then performed on biofilms by extracting electrochemical parameters from CV and comparing the data to that of the flavin standards (Table 1). For consistency only the region between −0.60 V and −0.30 V was considered for peak analysis; the region above −0.30 V was discarded from analysis because of the mixed contribution from metabolite oxidation and other non-mediator related processes in this region. Although the riboflavin redox reaction theoretically involves two electrons, the actual redox response from measurement of standard solutions yielded values ranging from 0.73–1.38 and indicate a low Faradaic conversion of the compound. The empirical calculation of the number of electrons involved in the redox reaction of riboflavin appears to decrease with increasing riboflavin concentration. The apparent diffusivity (Dapp) was estimated to be between 0.6–4 × 10−8 cm2 s−1, which compares favourably with values reported in the literature.32 Since Dapp was empirically obtained based on peak current (ip), factors such as surface-bound riboflavin, ionic properties of the electrolyte, activation of the graphite felt, transfer coefficients and exchange current density may all indirectly influence Dapp but are not directly addressed by eqn (3). The analysis does confirm, however, that riboflavin is an electrochemically active species when interacting with carbonaceous materials and that in the presence of a biofilm is seen to accumulate at concentrations within the detectable range.33,34
Extracted parameters | 10 μM Riboflavin | 20 μM Riboflavin | 50 μM Riboflavin | MR-1 on TP-CNT | ||||
---|---|---|---|---|---|---|---|---|
Oxidation | Reduction | Oxidation | Reduction | Oxidation | Reduction | Oxidation | Reduction | |
a Two values of Dapp were determined from each CV, one for the diffusion of reduced flavin from the electrolyte to the electrode surface (oxidation) and a second for the diffusion of oxidized metabolite away from the electrode surface into the electrolyte (reduction). | ||||||||
E p (V) | −0.418 | −0.491 | −0.400 | −0.507 | −0.382 | −0.516 | −0.433 | −0.465 |
I p (μA) | 0.59 | 0.62 | 1.70 | 1.76 | 2.89 | 3.09 | 0.48 | 0.344 |
E p − Ep/2 (mV) | 41 | 46 | 47 | 55 | 65 | 75 | 24 | 32 |
z | 1.38 | 1.23 | 1.20 | 1.03 | 0.87 | 0.75 | 2.35 | 1.76 |
Q (μC) | 5.7 | 6.4 | 20.3 | 22.3 | 42.3 | 47.2 | 2.84 | 2.12 |
n (mol) | 0.4 × 10−10 | 0.5 × 10−10 | 1.8 × 10−10 | 2.2 × 10−10 | 5.0 × 10−10 | 6.5 × 10−10 | 1.3 × 10−11 | 1.2 × 10−11 |
D app (cm2 s−1)a | 0.6 × 10−8 | 0.9 × 10−8 | 1.9 × 10−8 | 3.2 × 10−8 | 2.3 × 10−8 | 4.0 × 10−8 | ||
I p,c/ip,a | 1.05 | 1.04 | 1.07 | 0.72 | ||||
n oxidized/nreduced | 1.25 | 1.22 | 1.30 | 0.92 |
When considering the relationship between reduced and oxidized species (noxidized/nreduced), values >1 indicate a higher concentration of the oxidized species, with the opposite being true of values less than 1. For the abiotic systems, noxidized/nreduced was greater than 1 and constant at ∼1.26 for all evaluated concentrations of riboflavin in the bulk media. In comparison, noxidized/nreduced for a biofilm-modified electrode was less than 1, indicating a higher concentration of the reduced species. This observation is consistent with the hypothesis that biologically secreted riboflavin leaves the cell in a reduced form either by interaction with terminal electron acceptor proteins or by some other unknown mechanism.36 Consequently the reduced riboflavin interacts with the electrode through indirect electron transfer.15,37
Physical and chemical characterization of the anodes identified distinctions between the two populations. When incubated with TP-CNT, MR-1 forms a biofilm on the material surface (Fig. 3A). The distribution of individual cells indicates that cells integrate with the CNT structures directly. Following silica encapsulation of the biofilm, EDS confirmed the introduction of silica and oxygen compared to a non-silica control (data not shown). Furthermore, SEM images of the silica-encapsulated biofilm revealed the preserved microbial cells and extracellular structures (Fig. 3B).
Fig. 3 SEM image of carbon source limited S. oneidensis MR-1 natural biofilms on TP-CNT (A) and silica-encapsulated cells (B). |
Both natural and silica-encapsulated biofilms demonstrate reversible peaks at a midpoint potential of −0.45 V irrespective of scan rate (Fig. 4). Peak currents plotted against scan rate yield a linear dependence (Fig. 4B), from which we conclude that a significant concentration of riboflavin must be adsorbed to the electrode surface in agreement with the Laviron model.38
Fig. 4 (A) Cyclic voltammetry of riboflavin associated with S. oneidensis MR-1 with varying scan rates. Peak currents for both natural biofilm and silica-encapsulated biofilms plotted against (B) the scan rate and (C) the square root of the scan rate. |
Additionally, the peak currents of each oxidative and reductive peak were plotted against the square root of the scan rate, yielding linear relationships in both electrode systems and indicating diffusion-based limitation (Fig. 4C). While the two observations appear to be contradictory, it is possible that the redox process could be controlled by the diffusion of counter ions to maintain electro-neutrality on the electrode surface.34,39
Observations from previous studies outside of this group provide information suggesting that the removal of surrounding medium reduces electrocatalytic activity of the anode by removal of the mediator, riboflavin. Electrodes housing naturally formed biofilms and silica-encapsulated biofilms underwent medium replacement with carbon substrate-free electrolyte. CVs of the natural biofilm did not yield any redox peaks at the onset. After 24 h of residence time in the electrochemical cell containing no carbon source, however, oxidation and reduction peaks appear near a midpoint potential of −0.45 V indicating the accumulation of riboflavin at the electrode surface (Fig. 5A). Additionally, the capacitive current of the system increased despite the lack of essential compounds required for cell proliferation. This increase in electrode capacitance was attributed to the microbial secretion of riboflavin and the associated redox behaviour of that metabolite with the electrode under carbon-limiting conditions. In comparison, MR-1 populated electrodes that had been encapsulated in silica exhibited a fully reversible redox peak at approximately −0.45 V vs. Ag/AgCl (Fig. 5B) from the onset. After 24 h residence time, the capacitive current of the system increased as observed for the natural biofilm. In effect, the natural biofilm must reach a cell density sufficient to act as a binding matrix for the riboflavin, with the density of the natural biofilm being compromised during media replacement. When the biofilm is artificially prepared by silica immobilization, the cell density is high from the onset and any riboflavin production is readily captured by the dense cell and silica matrix. Once the biofilm population stabilizes, electrocatalytic performance is comparable for both systems.
Fig. 5 Cyclic voltammetry of S. oneidensis MR-1 biofilm (A) and silica-encapsulated biofilm (B) on TP-CNT after 1 (black) and 2 (grey) days in a carbon limited environment. |
Fig. 6 Polarization curves for S. oneidensis MR-1 biofilms without (A) and with silica encapsulation (B). |
Silica-encapsulation may also induce changes in the micro-environment relative to electron donor availability, pH, biofilm life-cycle, and oxygen diffusion that will unequivocally influence physiology and in turn, likely affect electrochemical response. Future explorations should address these factors as they relate to improved electrochemical performance of encapsulated biofilms. Nonetheless, the data collected here suggest that silica encapsulation may inhibit electrochemically active metabolite diffusion from the surface, and provide increased surface area for riboflavin adsorption.
The electrochemical response after the MFC medium (electrolyte) was removed and replaced was consistent with the presence of a soluble redox mediator. In biotic systems with an established biofilm on an electrode, removal of the surrounding medium results in a significant decrease in electrochemical activity. This could be attributed to the loss of riboflavin near the surface of the electrode, the perturbation of the biofilm from the act of media replacement, or both. After subsequent incubation in fresh electrolyte that is free of carbon substrate, the capacitance of the electrode is increased and riboflavin redox chemistry is observed after a refractory period. The refractory time is somewhat overcome with silica-encapsulated cells on the electrode surface. The silica likely limits perturbation of the biofilm by media replacement and preserves electrochemical activity. For both encapsulated and non-encapsulated biofilms there is no exogenous carbon source in solution during the 24 hour retention time. Despite this, the capacitive currents of the voltammograms increases, and the concentration of riboflavin appears to increase, further suggesting that S. oneidensis riboflavin production is stimulated by carbon limitation. Based on these observations we speculate that riboflavin secretion is a response to changes in local environment other than electron acceptor availability. Accordingly, the organism has not adapted a regulatory mechanism that promotes riboflavin-mediated electron transfer dominating in anaerobic environments. Instead, the special environmental circumstances of the MFC allow S. onedensis to take advantage of riboflavin as a redox shuttle for indirect extra-cellular electron transfer to insoluble electron acceptors.
This journal is © The Royal Society of Chemistry 2012 |