Anode-assisted metabolism of engineered B. subtilis
The Δldh strain was first confirmed by PCR using primers flanking the ldh locus. In addition, phenotypic analysis showed that the strain was unable to grow in M9 minimal medium supplemented with lactate as the sole carbon source, in contrast to the parental strain (168 trpC⁺ xyl⁺), which exhibited growth under the same conditions, confirming functional disruption of the ldh gene. The aerobic growth of the Δldh on glucose as the sole carbon source compared to its parental strain is presented in Fig. S4 (SI).
In the previous study, anodic metabolism of the parental strain was hindered under strict anaerobic conditions, resulting in fast cell lysis and poor glucose conversion rates [11]. Meanwhile, the parental strain under anode-assisted EF, i.e. poised anode potential with limited aeration (5 mL/min), showed sustained cell densities with metabolites shifting from lactate (16.3 ± 2.1 mM) to acetoin (17.8 ± 0.6 mM) [11]. Given that the cytoplasmic lactate dehydrogenase is primarily for NAD+ regeneration in B. subtilis [8], we hypothesised that lactate formation inhibited anodic metabolism by facilitating fermentative NAD+ regeneration when oxygen gradually became limited. To support this theory, the Δldh mutant with the lactate dehydrogenase gene knocked out was tested under the same oxygen-limited condition as before (Fig. 1).
In all reactors under poised potential and open circuit, Δldh displayed similar readings of planktonic cell densities, pH, glucose and metabolites concentrations (Fig. 1ii-viii). The results first showed pyruvate accumulation starting from the beginning of the experiment and gradually consumed again after 144 h, accompanied by the start of acetoin formation (Fig. 1v, vii). Without cytoplasmic lactate dehydrogenase to regenerate NAD+, the anode was no longer able to steer the metabolism towards acetoin under limited aeration. In contrast, glucose consumption rate dropped from 0.21 ± 0.04 to 0.18 ± 0.03 mM/h with Δldh compared to the parental strain [11]. Due to catabolite repression, acetate replaced acetoin as the main metabolite with concentrations of 13.0 ± 3.1 mM (+ 0.697 V) and 15.3 ± 3.8 mM (open circuit) by the end of the run (Fig. 1vi, vii). The increased acetate production suggested that when oxygen as an electron acceptor became limited, Δldh still relied on fermentation activities to maintain the energy balances over using the anode, as acetate fermentation yields additional intracellular ATP in B. subtilis [8]. The delayed onset of acetoin production in Δldh compared to the parental strain (120 h vs. 24 h) [11], suggests a disruption of cellular energy balance and altered redox homeostasis, particularly in NAD⁺/NADH levels, during anode-assisted EF.
Overall, without any additional redox mediator, Δldh yielded similar low current densities (j < 0.02 mA/cm2) to its parental strain [11] (Fig. 1i). However, due to the deletion of ldh and the lack of effective EET, the anode was unable to outcompete the strong reducing power brought by oxygen. In B. subtilis, low current densities can be generated from the change of extracellular redox potential [16, 37] or flavin-mediated electron transfer [28]. It has been proposed that flavins released during oxygen-limited metabolism of B. subtilis facilitate EET to minerals and electrodes. [25, 28]. However, our results suggested that even with blocked primary fermentative NAD+ regeneration, B. subtilis still exhibited insufficient electron transfer rates to support effective EF activities with steered metabolites under limited aeration. Further investigation incorporating an additional electron shuttle is warranted to strengthen the electron transfer capacity.
Extracellular respiration of Δldh mediated by ferricyanide via anodic EF
In AEF, addition of ferricyanide has been reported to facilitate extracellular electron transfer in non-electroactive bacteria [17, 18, 20]. Despite ferricyanide’s low toxicity, increasing its concentration within relatively low ranges (up to 15 mM) have been associated with improved anaerobic biomass growth of certain strains in AEF [10, 20, 38]. Based on toxicity tests with ferricyanide using the parental strain [11], 1.65 g/L (5 mM) ferricyanide was added to the BES reactor. Upon the combination of poised anodic potential and ferricyanide under anaerobic conditions, Δldh showed immediate and effective anodic respiration with a peak current density of 0.77 mA/cm2 reached in 2 h (Fig. 2i), approximately 35 times higher than under the anode-assisted EF. In contrast, neither the open-circuit control (with 1.5 mM ferricyanide) nor the poised-anode control (no ferricyanide) showed measurable glucose oxidation, and both exhibited rapid cell autolysis (SI Fig. S5). Addition of ferricyanide as redox mediator appeared to be essential for Δldh to perform anodic respiration without the presence of oxygen, and ferricyanide was turned into the reduced state within 12 h. As the current started to decrease, the mediator was gradually re-oxidised in 48 h with an overall 10.3 ± 0.4 mediator turnover rate. After 28 h, the current production dropped drastically along with decreasing pH and planktonic cell density (Fig. 2ii, iii), while two metabolites, acetate (6.1 ± 0.1 mM), and 2,3-butanediol (4.2 ± 0.1 mM), were detected in the fermentation broth (Fig. 2iv). Neither acetoin nor pyruvate was detected under anodic respiration, in contrast to their presence in the anode-assisted EF. After the current density declined close to zero in 48 h, approximately 35% (9.2 ± 1.7 mM) of total glucose was consumed, while acetate and 2,3-butanediol concentrations remained at the same level. The measured planktonic cell densities continued to drop from (initial) OD 1 to 0.6, indicating that the energy yielded from anodic respiration was insufficient to sustain biomass growth. This limitation was further reflected by incomplete glucose consumption and hindered metabolic activity after 72 h.
Enhanced anodic respiration with increased 2,3-butanediol production under pH control
The pH showed to be crucial for Δldh to remain metabolically active under anodic respiration, as an acidic environment (i.e. pH 5.5) inhibited cell metabolism after 48 h (Fig. 2iii, iv). Similar inhibition effects on anodic respiration have been reported in Vibrio natriegens and Lactococcus lactis when pH dropped below 6 [10, 20]. Due to pH drops linked to acetogenic activities, the anode-based metabolism can be further limited by overpotentials and altered redox potential of ferricyanide [10]. In B. subtilis, the rapid pH decline during anodic respiration was expected to be contributed by proton accumulation at the anode rather than the formation of acidic products, as acetate was the only acidic metabolite excreted to the fermentation broth with low concentrations. The M9 minimal medium containing 69.8 mM phosphate buffer offered a buffer capacity of 0.04 M per pH unit at pH 7.2; Meanwhile, the highest concentration of acetate detected (6.1 ± 0.1 mM) theoretically only reduces the pH unit by 0.2. Given that rapid glucose oxidation generates a substantial number of H⁺ during the anodic respiration, limited proton transfer might have occurred across the cation exchange membrane to the cathode chamber, possibly leading to proton accumulation in the anodic chamber and further inhibition of the metabolism [39]. On the other hand, energy imbalance in the Δldh fermentation pathways likely further limited its anodic respiration by affecting the intercellular pH [8], and the other pH-regulating 2,3 butanediol fermentation pathway was largely restricted under the oxidising power of the anode.
In B. subtilis, the lactate and 2,3-butanediol fermentation pathways serve the primary function to maintain cell energy levels by regenerating NAD+. Additionally, 2,3-butanediol and acetoin fermentation play a secondary role in contributing to pH homeostasis [8]. Under the anodic respiration of Δldh, we believe that most NAD+ were regenerated in 72 h via the electron transfer chain, with the anode serving as the terminal electron acceptor. Because 2,3-butanediol is a reduced product, its formation was constrained by the anode’s oxidising potential. With lactate fermentation disabled and 2,3-butanediol synthesis suppressed, the pH-induced metabolic barrier, aggravated by electrochemical reactions, further limited the mediator availability and fermentation activities.
To address the pH-induced metabolic barrier, manual pH control was performed by elevating the pH levels to above 6.5 and 7.5 (± 0.1), respectively (Fig. 2v-xi). Both experiments with pH control exhibited extended current generation up to 240 h, along with increased continuous glucose consumption (16.7 ± 0.7 mM, pH 6.5; 24.0 ± 2.0 mM, pH 7.5), doubled 2,3-butanediol (8.0 ± 0.2 mM, pH 6.5 vs. 7.7 ± 1.0 mM, pH 7.5) and less acetate (4.5 ± 0.2 mM, pH 6.5 vs. 4.6 ± 1.2 mM, pH 7.5) compared to pH-uncontrolled reactors. Maximum current densities in pH 7.5 reactors (0.75 mA/cm²) were similar to those without pH control, both surpassing the performance of reactors operated at pH 6.5 (0.57 mA/cm²). The highest glucose oxidation took place under pH 7.5, with almost identical levels of acetate and 2,3 butanediol detected compared to pH 6.5. Given that acetate levels remained stable while current density increased (relative to the pH-uncontrolled condition), energy under anodic respiration was likely generated primarily through proton–gradient–driven ATP synthesis rather than substrate-level phosphorylation. On the other hand, the anode was able to effectively support the regeneration of NAD+ from the electron transfer chain so that other fermentative activities (e.g. acetate, acetoin production) were suppressed.
Anodic and anode-assisted fermentation of engineered B. subtilis for biochemical production
To better understand the electron flow and energy balance of the Δldh mutant in AEF systems, carbon and redox balances, and yields were determined. The anodic EF results were compared to the anode-assisted EF using Δldh and the parental strain (Table 2). Under anode-assisted EF, Δldh displayed slower glucose consumption rates than its parental strain, possibly hindered by the intercellular NAD+ level that related to the blocked ldh pathway. Under anode-assisted EF, on average, 1.2-fold enhanced acetate and 5.5-fold enhanced 2,3-butanediol yields were obtained in all reactors with applied potential compared to open circuits. However, with the anode no longer influencing the metabolism of the Δldh, the electron yield dropped by 21-fold compared to the parental strain under similar conditions.
On the other hand, all three Δldh anodic respiration experiments at different pHs showed enhanced yields of acetate (ranging from 1.2 to 3.6-fold), 2,3-butanediol (3.4 to 4.9-fold) and selectivity (58.1 to 77.1%) compared to the parental strain under anode-assisted EF (37.6% 2,3-butanediol selectivity), with similar trends observed for their production rates (SI Table S3). Controlling pH at 6.5 and 7.5 enhanced total glucose consumed (35% for pH-uncontrolled, 66% for pH 6.5 and 89% for pH 7.5), while the glucose consumption rate (0.18 ± 0.07 mM/h, pH 6.5 vs. 0.19 ± 0.08 mM/h, pH 7.5) was similar to under oxygen-limited anode-assisted EF (0.21 ± 0.04 mM/h for the parental strain and 0.18 ± 0.03 mM/h for Δldh). Under anodic respiration of Δldh, electrons became the dominant metabolic output, with total charge transferred 2587 ± 114 C (pH 7.5), 2207 ± 17 C (pH 6.5), and 1489 ± 0 C (no pH control) (SI Fig. S6). Under incomplete glucose oxidation, the calculated electron yields were 3.7 ± 0.4 molelectrons/molglucose at pH 7.5, 4.3 ± 0.1 molelectrons/molglucose at pH 6.5, and 5.7 ± 1.0 molproduct/molglucose under pH-uncontrolled conditions, respectively. At pH 7.5, the redox balance was highest (94.6 ± 0.8%), whereas the carbon balance was lowest (62.7 ± 1.1%), indicating that carbon was diverted to biomass, CO₂, or other undetected by-products. In comparison, the redox balance was 103.9 ± 1.6% at pH-uncontrolled and 113.9 ± 5.6% at pH 6.5; the corresponding carbon balances were 84.2 ± 3.7% and 76.0 ± 1.0%, comparable to anode-assisted EF.
Table 2
Calculated yields, glucose consumption rates, and related parameters for ldh and parental strain via AEF.
Δ |
|---|
| | 168 trpC+ xyl⁺ [11] | 168 trpC+ xyl⁺ Δldh (this study) |
| | anode-assisted | anode-assisted, control | anode-assisted | anode-assisted, control | anodic, pH-uncontrolled* | anodic, pH 6.5* | anodic, pH 7.5* |
Glucose consumption rate (mmol/L/h) | 0.31 ± 0.04 | 0.24 ± 0.05 | 0.18 ± 0.03 | 0.19 ± 0.01 | 0.06 ± 0.01 | 0.18 ± 0.07 | 0.19 ± 0.08 |
Carbon balance (%) | 77.60 ± 1.70 | 80.50 ± 1.72 | 81.16 ± 2.70 | 77.74 ± 3.35 | 84.18 ± 3.65 | 75.93 ± 0.65 | 62.71 ± 1.10 |
Redox balance (%) | 89.00 ± 1.73 | 89.30 ± 2.91 | 86.36 ± 2.47 | 85.67 ± 1.74 | 113.90 ± 5.55 | 103.89 ± 1.51 | 94.61 ± 0.81 |
Yield (molproduct/molglucose) |
Acetate | 0.19 ± 0.06 | 0.13 ± 0.03 | 0.22 ± 0.08 | 0.25 ± 0.09 | 0.68 ± 0.11 | 0.29 ± 0.04 | 0.23 ± 0.05 |
Acetoin | 0.73 ± 0.04 | 0.56 ± 0.10 | 0.19 ± 0.12 | 0.10 ± 0.13 | n.d. | n.d. | n.d. |
2,3-butanediol | 0.10 ± 0.02 | 0.23 ± 0.05 | 0.55 ± 0.10 | 0.50 ± 0.13 | 0.49 ± 0.07 | 0.45 ± 0.02 | 0.34 ± 0.02 |
Lactate | 0.01 ± 0.01 | 0.13 ± 0.07 | n.d. | n.d. | n.d. | n.d. | n.d. |
Electrons | 0.02 ± 0.01 | n.d. | 0.001 ± 0.001 | n.d. | 5.74 ± 0.98 | 4.27 ± 0.06 | 3.74 ± 0.40 |
2,3-butanediol selectivity (%) | 37.55 ± 2.11 | 40.03 ± 2.05 | 57.19 ± 2.49 | 54.72 ± 2.28 | 58.10 ± 0.06 | 77.08 ± 0.55 | 73.43 ± 0.72 |
n.d. = not detected * Incomplete glucose oxidation: calculations were based on the measured glucose consumed. Glucose consumed (% of total added): 35% (pH-uncontrolled), 66% (pH 6.5), 89% (pH 7.5). |
Based on the measured metabolites and electrons, flux balance analysis was performed to compare operation strategies for enhancing electron and 2,3-butanediol production with Δldh. (Fig. 3). For simplicity, we hereby propose that ferricyanide has facilitated extra-cytoplasmic electron transfer under anodic respiration, likely directly or indirectly through the inner membrane menaquinone (MK) pool, i.e. via the oxidation of menaquinol-7 to menaquinone-7 [8]. The MK pool is known as the central membrane-embedded quinone electron carrier that channels electrons from NADH dehydrogenase through the respiratory chain to terminal electron acceptors [27, 40]. In both pH-controlled systems, FBA exhibited greater electron transfer to the anode, higher CO2 production, and increased ATP formation compared with pH-uncontrolled anode-assisted and anodic EF (Fig. 3). However, the actual electron transfer fluxes captured by the anode in pH-controlled systems (values in brackets) were much lower than the FBA simulation results. Given the lower carbon and redox balances calculated under increased glucose consumption in pH-controlled systems (Table 2), the unaccounted carbon was likely redirected into other undetected by-products rather than being released as CO2. Due to the Δldh harbouring kan and the addition of kanamycin as a selection marker, cells may require additional energy to inactivate kanamycin by bearing the metabolic burden of kanamycin kinase and managing associated stress responses [41]. Therefore, an overall decreased energy yield for the growth of Δldh was expected, yet cells remained metabolically active in the pH-controlled systems compared to those without pH controls. Since real-time biofilm measurement was not feasible in the BES, biofilm-related activities may also have contributed to the unaccounted energy and carbon observed in the FBA. Overall, pH 6.5 favoured higher flux toward 2,3-butanediol, whereas at pH 7.5 cells remained metabolically active for a longer period under anodic respiration, with a higher glucose consumption rate compared with pH 6.5.
Limitations of B. subtilis EET and outlook for anodic respiration
Given the hydrophilic and highly charged nature of ferricyanide, it remains unclear whether this trianionic mediator can reach redox-active sites in B. subtilis across its robust (up to 5000 disaccharide units), anionic peptidoglycan–teichoic acid matrix [42]. Electrostatic repulsion by wall teichoic acids in Gram-positive envelopes may exclude ferricyanide from approaching membrane-embedded electron-transfer components [43, 44]. On the other hand, Coman and colleagues demonstrated interfacial, polymer-wired electron transfer in B. subtilis that does not require penetration of the cytoplasmic membrane, and suggested that succinate/quinone oxidoreductase coupled extracellular current from the respiratory chain [27]. Assuming EET occurs external to the cytoplasmic membrane, even if ferricyanide traverses the B. subtilis peptidoglycan matrix, electron transfer may still be limited by insufficient NADH/quinol supply to the membrane quinone pool and/or by premature re-oxidation or quenching of secreted electroactive compounds (e.g. flavins) before they encounter ferricyanide, thereby reducing EET efficiency, similar to observed previously [11]. In the case of anodic respiration of Δldh, suppressing the fermentative NAD⁺ regeneration route may liberate additional NADH for quinone reduction, thereby enhancing extracellular electron transfer under anodic respiration. However, under anodic respiration, Δldh exhibited no observable growth, conceivably due to ferricyanide toxicity, antibiotic burden from kanamycin selection, and/or a redox–energy imbalance of the engineered strain. Consequently, only the initial inoculum likely remained metabolically active, limiting glucose oxidation and thereby constraining overall AEF performance. Overall, the mechanisms of the engineered B. subtilis EET need to be closely investigated to further improve the substrate consumption with enhanced product yields or electron flux to the anode.