Abstract
The chemical transformations of methane (CH4) and carbon dioxide (CO2) greenhouse gases typically have high energy barriers. Here we present an approach of strategic coupling of CH4 oxidation and CO2 reduction in a switched microbial process governed by redox cycling of iron minerals under temperate conditions. The presence of iron minerals leads to an obvious enhancement of carbon fixation, with the minerals acting as the electron acceptor for CH4 oxidation and the electron donor for CO2 reduction, facilitated by changes in the mineral structure. The electron flow between the two functionally active microbial consortia is tracked through electrochemistry, and the energy metabolism in these consortia is predicted at the genetic level. This study offers a promising strategy for the removal of CH4 and CO2 in the natural environment and proposes an engineering technique for the utilization of major greenhouse gases.
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Introduction
Carbon dioxide (CO2) and methane (CH4) are the two dominant greenhouse gases, collectively accounting for over 90% of the total radiative forcing from all greenhouse gases1. The valence of carbon in CH4 and CO2 are −4 and +4, respectively, which represents the lowest and highest valences of carbon. The energy of the C–H bond in CH4 is 413 kJ/mol, while the energy of the C=O bond in CO2 is 799 kJ/mol2, indicating that significant energy input is necessary for the fixation of both gases3,4. For instance, catalytic reactions involving CH4 oxidation and CO2 reduction typically require high temperatures exceeding 700 °C and often result in relatively low yields5. Therefore, breaking the energy barrier to simultaneously conduct CH4 oxidation and CO2 reduction at normal pressure and room temperature has been reported as difficult.
Despite being invisible to the naked eye, microbes are abundant (~1030 cells) and microbial processes are fundamental to the functioning of ecosystems, driving key processes such as element cycling, nutrient decomposition, and organic matter transformation6. In contrast to extreme physicochemical methods, the biological fixation of these gases is largely dependent on the natural ability of microorganisms using highly specialized enzymes. The primary microbial sink for CH4 is a specialized group of microbes known as the methanotrophs7, which play a crucial role in regulating the atmospheric CH4 budget8. The methanotrophs potentially couple CH4 oxidation to multiple electron acceptors including O2, Fe3+ or Mn4+ 9,10,11,12. On the other hand, CO2-reducing bacteria have been isolated since the 1930s13, and there are six known biochemical pathways for carbon fixation14. Microbes such as Rhodopseudomonas can reduce CO2 by extracting electrons from minerals, such as Fe2+ 15. Therefore, being able to regulate microbial processes is considered as a potential solution for mitigating greenhouse gas emissions in nature and man-made systems16,17.
From the perspective of electron transport, the CH4 sink is achieved through the oxidation process by taking electrons from methane18, the CO2 sink is achieved through the reduction reaction with carbon dioxide accepting electrons from electron donor19. The collaboration between microorganisms weaves into a complex network of interactions that collectively drive the biogeochemical cycle of carbon, e.g. interspecies extracellular electron transfer is known as a classical microbial interaction, and is an important way of coupling two opposite electron transfer processes take place in the same system. However, it remains unknown whether CH4- and CO2-metabolizing microbial consortia could collaborate via interspecies extracellular electron transfer at temperate conditions.
In this study, we investigate the feasibility and the potential role of iron in linking CH4 oxidation and CO2 reduction. We employ both microcosm and enrichment cultures to monitor carbon fixation as well as the redox cycle of iron minerals. The changes in mineral composition are followed by characterizing magnetic properties and the lattice structure of iron minerals. Based on the changes observed, we propose that iron minerals can act as an energy bridge between the CH4-oxidizing and the CO2-reducing consortia. In addition, we construct bioelectrochemical systems to track the electron transport by combining CH4 oxidation in the anode and CO2 reduction in the cathode. Our results demonstrate that the co-metabolism of CH4 and CO2 may occur within one system at temperate conditions, providing a promising strategy for regulating sinks of these major greenhouse gases by engineering design.
Results
CH4 oxidation and CO2 reduction promoted by iron minerals
We hypothesized that the processes of CH4 oxidation and CO2 reduction may be linked, through the regenerative action of iron minerals. We first tested this hypothesis by employing paddy soil samples on the water-soil interface. The dark/light conditions were used as a switch from the CH4 oxidizing (dark) to CO2 reducing (light) activity of the natural soil community. In the dark, ferrihydrite has been reported to serve as an alternative electron acceptor after dioxygen became low to drive CH4 oxidation, and in an additional experiment we also observed such switch (Supplementary Fig. 12)20. In our experimental setup, 46.32 ± 6.05% of CH4 was consumed in the presence of ferrihydrite, versus 25.53 ± 5.14% of that without ferrihydrite (Fig. 1a). Under light, 57.45 ± 6.49% of CO2 was consumed in the presence of ferrihydrite, while only 31.04 ± 5.68% was consumed in the absence of ferrihydrite (Fig. 1a). Compared with the killed control group, 16.21 ± 1.89% of Fe(III) was reduced to Fe(II) after CH4 oxidation, while the proportion of Fe(II) returned to 2.14 ± 0.54% after CO2 reduction (Supplementary Fig. 1). For the electron flow, 18.94 ± 9.22% of electron in CH4 was used to iron reduction, 28.81 ± 8.52% of electron in CO2 was used to iron oxidation, and the remains were to produce biomass and other metabolites. Microbial aggregates were observed on the surface of the iron mineral by scanning electron microscopy (Supplementary Fig. 2a). The aggregates facilitate the redox reactions of iron minerals via cell-mineral interactions, subsequently enabling the oxidation of CH4 or the reduction of CO2. In the absence of ferrihydrite, the CH4 and CO2 were also consumed via the mediation organic electron mediators, though on a much less scale. This was supported by the changes of total organic carbon content (Supplementary Fig. 2b). These results indicated that the consumption of both CH4 and CO2 was promoted by the iron mineral which may be serving as a natural geo-battery, acting as an electron source and electron sink, connecting two redox processes to couple the CH4 oxidation and the CO2 reduction (Fig. 1b), akin to a previously described process of magnetite reduction/oxidation by different species of iron-metabolizing bacteria21.
The redox cycle of iron minerals during co-metabolism of CH4 and CO2
Considering the complexity of microcosm systems, the role of iron minerals in the respective redox cycles was investigated using enriched microbial consortia, the ones active in CH4 oxidation and the other active in CO2 reduction. Under dark, CH4 is used as an electron donor and ferrihydrite as an electron accepter. After 8 days, the ratio of Fe(II)/Fe(total) increased from 1.90 ± 0.01% (Feinitial) to 82.20 ± 2.22% (Fered) (Fig. 2a). There were 5.88 ± 0.21 mM of CH4 consumed, and the amount of electrons that were transferred from CH4 to ferrihydrite was 17.08 ± 0.48% (Supplementary Fig. 3a). According to magnetic hysteresis loops (Fig. 2b), magnetic ability of the iron mineral was enhanced after it was reduced by CH4-oxidizing consortia, based on the increase in saturation magnetization (Ms) of 7.31 Am2/kg between Feinitial and Fered. It appears that a paramagnetic mineral may be formed, as the saturation remanence (Mrs) and near-zero coercivity (Hc) were decreased to 0.75 Am2/kg and 40.21 mT, respectively (Supplementary Table 1). Based on the X-ray diffraction data, the lattice of vivianite and magnetite appeared to be at Fered, along with the (110), (020) and (031) of vivianite, (111), (220) and (311) of magnetite (Fig. 2c). The lattice information was further confirmed by high-resolution transmission electron microscopy, indicating that vivianite and magnetite co-existed in the reduced minerals in conjunction with the oxidation of CH4 (Fig. 2d).
When the incubations were shifted to the light condition, CO2-reducing consortia participated in the subsequent process, using oxidized iron minerals as electron donors and bicarbonate as an electron acceptor. The Fe(II)/Fe(total) decreased to 9.56 ± 0.23% (Feox) over 6 days (Fig. 2a), which meant iron minerals returned to the reduced state. At this time, 7.30 ± 0.80 mM of CO2 was consumed, and 26.43 ± 2.23% of the electrons were transferred from iron minerals to bicarbonate (Supplementary Fig. 3b), while without the participation of CO2-reducing consortia, the Fe(II)/Fe(total) of minerals maintained the level of Fered under light condition (Fig. 2a). The magnetic ability was weakened, based on the decrease in Ms at Feox of 12.18 Am2/kg, as compared to Fered (Supplementary Table 1). Part of the iron mineral was still paramagnetic, with the Mrs decrease to 0.03 Am2/kg (Fig. 2b and Supplementary Table 1). The results of XRD showed that the lattices of vivianite and magnetite were weakened at Feox than that of Fered (Fig. 2c), and both were observed by lattice image microscopy and electron diffraction (Fig. 2d and Supplementary Fig. 4). Phosphate was one key component in hydrated vivianite Fe3(PO4)2·8H2O. In the incubation system without phosphate, the only mineral was magnetite after reduction (Supplementary Fig. 5b–d). The maximum ratio of Fe(II)/Fe(total) was 82.20 ± 2.22% and 58.20 ± 0.41% for the culture system with phosphate and without phosphate, respectively (Supplementary Fig. 5a). This suggests that the presence of phosphate may be enhancing iron transformation during the redox cycling.
After the first cycle of iron transformation, the regenerability of iron minerals and the repeatability of the redox cycle were verified by two more cycles (Fig. 2e). During the second and the third cycles, iron minerals were completely reduced, 100% Fe(II)/Fe(total), by the CH4-oxidizing consortia under the dark condition. After the switch to the light condition, the iron mineral was oxidized again to 5.51 ± 0.21% Fe(II)/Fe(total), driven by the CO2-reducing consortia. In the absence of microbial cells (the abiotic control) or the carbon source (the biotic control), the ratio of Fe(II)/Fe(total) remained constant during the entire cycle. These results demonstrated the reversibility and the sustainability of bidirectional electron transfers, to and from iron mineral, during the redox cycle, further supported by the observed and reversible changes in the lattice structure (Fig. 2d and Supplementary Fig. 4).
The carbon flow and microbial composition during co-metabolism of CH4 and CO2
The carbon flow was monitored during the co-metabolism of CH4 and CO2 through isotopic labeling (Fig. 3a). In these experiments, a total of 52.4 ± 2.5% CH4 and 41.19 ± 1.31% bicarbonate was consumed. 16.7 ± 6.0% of CH4 was converted to dissolved organic carbon and 11.8 ± 1.7% to biomass, while 13.9 ± 0.5% of bicarbonate was converted into dissolved organic carbon, 30.0 ± 4.8% to biomass, and 56.1 ± 3.5% to CO2 due to the pH decreased from 7.87 ± 0.18 to 7.25 ± 0.04. There was no carbon conversion in the absence of cells (the abiotic control) or the carbon source (the biotic control) during the entire process, indicating that the carbon flow must be produced by microbial activity.
According to the 16S rRNA gene fragment amplicon sequencing, the CH4-oxidizing consortia consisted of Methylomonas (68.3 ± 1.4%), Bacillus (16.9 ± 0.5%) and other bacteria (14.8 ± 1.4%). The Methylomonas population decreased to 45.0 ± 1.2%, while the Bacillus population increased to 46.8 ± 0.7% after the iron reduction phase (Fig. 3b). Methylomonas is one type of the methanotrophic bacteria, and it is frequently found in soils, sediments and wetlands22. Bacillus species are known to be electrochemically active, being able to use extracellular minerals as electron acceptors23,24. The CO2-reducing consortia were dominated by Rhodopseudomonas (61.3 ± 1.9%), whose population increased to 88.9 ± 0.8% after iron oxidation (Fig. 3c). Rhodopseudomonas species are metabolically versatile and are known to harness light for gaining energy, which is typical Fe(II)-oxidizer with a metabolic pattern of photoferrotrophs25. We hypothesized that the CH4-oxidizing consortia (mainly Methylomonas and Bacillus in our experiments), were collaborating with other bacteria, using CH4 as an electron donor and passing some electrons to the extracellular iron minerals, while the CO2-reducing consortia (mainly Rhodopseudomonas) received the electrons from the extracellular iron minerals, and used bicarbonate as an electron acceptor.
The electron flow during co-metabolism of CH4 and CO2
To further understand and track the electron flow between CH4-oxidizing and the CO2-reducing consortia, two-chamber bioelectrochemical reactors were constructed and operated (Fig. 4a). CH4-oxidizing consortia (electron-donating, Fig. 4c) and CO2-reducing consortia (electron-accepting, Fig. 4d) were attached to the anode and the cathode, respectively, separated by an ion exchange membrane. The anode and the cathode were connected by a conductive wire and external resistance. When fixed by 500 Ω external resistance, the electrical output between the anode and the cathode could reach up to 0.57 ± 0.08 mA (Fig. 4b). This is accompanied by anodic CH4 consumption at 5.42 ± 0.35 mM and cathodic bicarbonate consumption at 3.96 ± 0.43 mM (Supplementary Fig. 6). The pH of the outflow in both the anodic and the cathodic chambers was stable, suggesting that pH was not playing a role in the electrical output (Supplementary Fig. 7a). The absence of cells (the abiotic control) or the carbon source (the biotic control) in the anodic and the cathodic chambers resulted in no observable electrical output (Fig. 4b). The polarization curve the system shows that with the increase of current, the maximum output voltage reached 0.387 ± 0.013 V, and the maximum output power reached 0.095 ± 0.010 mW (Fig. 4e). These results indicated that the electrical output must be generated by the combined action of the CH4-oxidizing consortia on the anode and the CO2-reducing consortia on the cathode.
Electrochemical studies with pure bacterial cultures
To better understand the mechanism of the electron transfer by the CH4-oxidizing consortia, considering the composition of the anodic biofilm (Fig. 4c), the dominant species, Methylomonas and Bacillus, were isolated in pure cultures from the CH4-oxidizing consortia, and these were named Methylomonas sp. WH-1 and Bacillus sp. WH-2, respectively (Supplementary Fig. 8). The electrical output of Methylomonas sp. WH-1 was weak (Fig. 5a), consistent with the previous study20. At the same time, we could not detect an electrical signal from Bacillus sp. WH-2 when CH4 was used as a carbon source (Fig. 5a). However, when combined, the co-culture of Methylomonas sp. WH-1 and Bacillus sp. WH-2 used CH4 as an electron donor (Supplementary Fig. 10a), and produced an electric current as strong as 0.20 ± 0.01 mA (Fig. 5b). The supernatant of Methylomonas sp. WH-1 could also drive Bacillus sp. WH-2 to reduce ferrihydrite (Supplementary Fig. 9a) and generate electric current (Supplementary Fig. 9b). It has been previously suggested that methanotrophs release organics, specifically volatile fatty acids such as formate, acetate that may benefit other species26,27. Thus, we measured the consumption of a select number of fatty acids in the supernatants of Methylomonas sp. WH-1 (Fig. 5c). Based on the prominent presence of acetate, we propose that the cross-feeding interaction may be taking place between the two species through acetate, and that Bacillus sp. WH-2 generates electrical current when acetate is available (Fig. 5d). The presumed cross-feeding between Methylomonas sp. WH-1 and Bacillus sp. WH-2 was further corroborated by identifying the respective pathways in each species through genomic annotation (Supplementary Fig. 10b). In addition, the pathways for synthesis of a cytochrome c and a flavin were identified in the genome of Bacillus sp. WH-2, which may be contributing to the direct and the indirect extracellular electron transfers, respectively.
The mechanism of the electron transfer at the cathode was further investigated by employing a three-electrode bioelectrochemical system. The current produced by the CO2-reducing consortia could reach up to 0.31 ± 0.03 mA under −0.4 V (vs. Ag/AgCl) (Fig. 6a). The consumption of bicarbonate was 2.98 ± 0.19 mM after 6 days. The setups without bicarbonate (the biotic control) had no obvious current (Fig. 6a), and the dark control also had very low electric current production (Fig. 6a) and bicarbonate consumption (0.32 ± 0.10 mM). According to 16S rRNA gene fragment amplicon sequencing, Rhodopseudomonas was the major species in the community on the cathodic biofilm (96%; Supplementary Fig. 11). The 16S rRNA gene sequence of the Rhodopseudomonas strain(s) in the CO2-reducing consortia showed 100% identity with the type strain Rhodopseudomonas palustris CGA009, and we employed this strain in our study to confirm the microcosm data. The maximum current produced by R. palustris CGA009 was 0.30 ± 0.04 mA (Fig. 6b), which was equal to that of the CO2-reducing consortia. Based on previous reports, R palustris CGA009 can obtain electrons directly from solid electrodes28, including metabolism that couples iron oxidation with CO2 reduction where light serves as an energy source and Fe(II) as an electron donor29.
Discussion
In this study, we demonstrated that the coupled process for both CH4 oxidation and CO2 reduction can be realized with the mediation of Fe species and offers substantial benefits in greenhouse gas capture and fixation. While these processes have been observed separately, their joint occurrence was not reported due to energy barriers and lack of electron donors and/or acceptors in most natural environment. With the mediation of Fe species or electrodes, the energy barrier can be overcome, and the CO2 reduction rate was increased. Furthermore, the regenerable capabilities of Fe species made the electron donors and acceptors readily available and therefore enabled the electrochemical reactions to occur. Additional evidence can be found from metagenomic data from over 40 environmental samples, which revealed the co-existence of key biological groups (Methylomonas, Bacillus, and Rhodopseudomonas) involved in our study (Supplementary Data 1). As a result, a total of 16.7 ± 1.2% of carbon was fixed in the biomass, which offers benefits to greenhouse gas mitigation. Our experiments present evidence for a potentially ecologically significant process in which iron minerals function as a nature battery.
While three dominant bacterial species were mainly involved in this process in our specific samples taken from a paddy soil (Methylomonas, Bacillus and Rhodopseudomonas), additional bacteria with a potential for similar biochemistry are known that are dominant in other types of soils. For example, a consortium of engineered anaerobic methanotrophic archaea (Methanosarcina acetivorans) and electroactive bacteria (Geobacter sulfurreducens) could convert CH4 into electricity, representing another type of CH4-driven electron-donating consortia30. According to reported studies, there are up to 40 known genera of methanotrophs31 and more than 65 genera of electroactive Fe(III)-reducing bacteria32,33,34. Through cross-feeding, these functional types present a potential for a multitude of combinations of electron-donating consortia driven by CH4. Except for Rhodopseudomonas, other microbes such as Rhodomicrobium35, Rhodobacter36, Chromobacterium37 could use Fe(II) minerals as the electron donors and CO2 as the carbon source, which representing another type of CO2-driven electron-accepting consortia. At the same time, not only iron minerals but also other redox substances have a potential to be employed in natural geo-battery to couple CH4 oxidation and CO2 reduction, these processes may play a substantial role in reducing the greenhouse impact.
Further studies are still needed to focus on enhancing the electron transfer efficiency and subsequently increasing the carbon conversion from CH4 and CO2. Firstly, the electrons from CH4 oxidation by the electron-donating consortia can be divided between biosynthesis and extracellular respiration. The biosynthetic process would be beneficial to the CH4 removal, whereas extracellular respiration would help to drive the electron-accepting consortia for CO2 reduction. The energy balances could be further optimized in electron-donating consortia to maximize the benefits of concomitant removal of both CH4 and CO2. Secondly, in order to improve the coulombic efficiency of the anode chamber, it is necessary to further optimize the co-culture of methanotrophs and electroactive bacteria, as acetate serves as an energy carrier between them. Thirdly, the electron transfer on the interface between electron-donating/accepting consortia and iron minerals would determine the coupled efficiency of the two processes. Furthermore, dissolved electron shuttles that are known to aid in long-distance electron transfers38 may further enhance the electron flow from electron-donating (CH4-oxidizing) to electron-accepting (CO2-reducing) consortia. Overall, iron minerals with excellent regenerable capabilities serves as a recyclable driving force to facilitate the oxidation of CH4 and the reduction of CO2, which could significantly decrease the need for external electron donors or acceptors. At the same time, the iron minerals in this system demonstrate exceptional regenerative properties, allowing them to be reused for driving CH4 oxidation and CO2 reduction. This is a promising approach for establishing a stable and energy-efficient system to eliminate greenhouse gases. Moreover, the phenomenon we described, the previously overlooked mode of CH4 oxidation connected to CO2 reduction in a mild process. The works presented here proposes a promising strategy for enhancing the efficiency of the sinks for both CH4 and CO2 through interdisciplinary and intelligent engineering designs.
Methods
Reagents
Ammonium chloride (NH4Cl), magnesium sulfate heptahydrate (MgSO4·7H2O), calcium chloride dihydrate (CaCl2·2H2O), Sodium phosphate dibasic (Na2HPO4), potassium dihydrogen phosphate (KH2PO4), iron (III) chloride hexahydrate (FeCl3·6H2O), sodium hydroxide (NaOH), sodium bicarbonate (NaHCO3), potassium chloride (KCl), potassium hydroxide (KOH), ethanol, Luria-Bertani medium, agarose gel, osmium acid were purchased from Aladdin Industrial Corporation, China. Anhydrophosphoric acid, 4-aminobenzoic acid, hydrochloric acid, glutaraldehyde, acetone, potassium hexacyanoferrate (III) (K3[Fe(CN)6]), sodium acetate were purchased from Sinopharm Chemical Reagent Co. Ltd. China.
Soil samples and enrichments
Soil samples were collected from a paddy soil (24° 45′ 22″ N, 118° 4′ 2″ W) using sterile equipment. To enrich for CH4-oxidizing consortia, 2.00 g of soil and 50 mL of ammonium mineral salts (AMS) medium were added to 250 mL serum bottles and atmosphere was created containing 25% (V/V) CH4 and 75% (V/V) air. The composition of the AMS medium was per liter: NH4Cl 0.534 g, MgSO4·7H2O 0.200 g, CaCl2·2H2O 0.140 g, Na2HPO4 0.284 g, KH2PO4 0.272 g, 0.2% trace element solution20. The cultures were incubated with rotation at 150 rpm at 30 °C. After 3 days, 10% of the culture were transferred into fresh medium and incubated as above for 3 days. The enriched consortia were obtained after 5 transfers. To enrich for CO2-reducing consortia, 2.0 g of soil and 200 mL of modified AMS medium (amended with 10 mM bicarbonate and 3 µM 4-aminobenzoic acid) were added to 250 mL serum bottles and incubated at 30 °C under a 60 W incandescent light source. After the culture turned red (5 days), 10% of the culture were transferred into fresh medium and incubated as above. The enriched consortia were obtained after 5 transfers.
Construction of communities co-metabolizing CH4 and CO2
Incubations with soil samples
A mixture of 0.1 g of the soil sample and 50 mL AMS medium supplemented with 3 µM 4-aminobenzoic acid was placed into 110 mL serum bottles. Ferrihydrite, was prepared by neutralizing 400 mM solution of FeCl3 to a pH of 7 with 5 M NaOH39, was added to the mixture to a final concentration of 5 mM. The headspace of serum bottles was filled with the atmosphere of 25% (V/V) CH4, 10% (V/V) air and 65% (V/V) nitrogen. They were incubated with 150 rpm at 30 °C, in the dark. After 14 days, the headspace was pushed with nitrogen to remove CH4 and injected with 15% (V/V) of CO2, and the other condition of culture was not change. The microcosms were incubated at 30 oC, in constant light with a 60 W incandescent light source. The concentrations of CH4 and CO2 were monitored as described below. The soil underwent steam sterilization, serving as the killed control in an incubation with sterilized soil.
Incubation with the enrichment samples
The CH4-oxidizing consortia cultures (OD600 0.55) were collected by centrifugation (2655 × g, 5 min), washed three times with AMS medium, and resuspended in AMS medium to OD600 of 0.55. The 50 mL cell suspension and 10 mM ferrihydrite were added to 250 mL serum bottles and the atmosphere was adjusted to 25% (V/V) CH4, 5% (V/V) air and 70% (V/V) nitrogen. The cultures were incubated in the dark at 30 °C with 150 rpm. After 8 days of incubation, to exclude the role of extracellular secretion for the next step, cultures were centrifuged (6797 × g, 5 min) in an anaerobic glove box and washed three times with AMS medium. Pellets were resuspended in 50 mL modified AMS medium. 100 mL of the CO2-reducing consortia (OD660 0.70) were centrifuged (2655 × g, 5 min) and washed three times with AMS medium. Cells were added to the mixture described above, and the mixed consortia were incubated at 30 °C in constant light with a 60 W incandescent light source. There were three control experimental setups: the first was prepared in the absence of carbon source (CH4 and HCO3−) and the second in the absence of consortia during the entire process. The third was in the absence of CO2-reducing consortia after 8 days of dark incubation switched to light incubation. Concentrations of Fe(II) and Fe(total) were monitored, and the structure of iron minerals was analyzed at three time points (0, 8 and 14 days) as described below.
The redox cycles of iron minerals were monitored over several cycles as follows. When the incubation was switched from light to dark, the cultures were centrifuged (6797 × g, 5 min) in an anaerobic glove box, washed three times with AMS medium and resuspended in the appropriate volume of AMS medium for the next cycle. Concentrations of Fe(II) and Fe(total) were monitored every day.
Chemical measurements
The concentrations of CH4 and CO2 in the headspace were measured by gas chromatography (FULI GC9790II, China). The following parameters were used for gas chromatography: separation column TDX-01 (2 m × 3 mm); carrier gas argon, 45 mL· min−1; column temperature, 120 °C; detector temperature, 160 °C; injection temperature, 160 °C. The total dissolved organic and inorganic carbon of the cultures was measured by total carbon analyzer (TOC-L-CPH, Shmadzu, Japan).
The concentrations of Fe(II) and Fe(total) were measured using the phenanthroline method20. For X-ray diffraction, the samples were centrifuged (6797 × g, 5 min) and washed three times with water in a glove box and dried by vacuum freeze-drying. The samples were measured on a Si wafer by X’Pert Pro (PANalytical, Netherlands), equipped with Cu-Kα X-ray tube (40 kV, 40 mA). High-resolution transmission electron microscopy (HTEM) and magnetic measurements of the mineral particles were performed at Palaeomagnetismon Lab of IGG-CAS (Beijing). The HTEM were observed on JEM-2100HR transmission electron microscope (JEM-2100HR, JEOL, Japan). For magnetic measurements, samples were filled into the non-magnetic capsule with a self-made non-magnetic spoon and the measurements were performed using MPMS XP-XL5 (Quantum Design, USA). The hysteresis loop of the sample measured at 5 K with an applied field of 3 T and measuring sensitivity of 5.0 × 10-10 Am2. The curves of coercivity (Bc), saturation magnetization (Mr) and residual saturation magnetization (Mrs) were obtained after mass normalization.
Isotopic labeling experiments
For isotopic labeling, the enriched cultures of CH4-oxidizing consortia (OD600 0.55) were collected by centrifugation (2655 × g, 5 min), washed three times with AMS medium and resuspended in AMS medium to OD600 of 0.55. The 50 mL cell suspensions and 10 mM ferrihydrite were added to 250 mL serum bottles, and the headspace was filled with 25% (V/V) CH4 (12C), 5% (V/V) air and 70% (V/V) nitrogen. Then 2 mL of 13C-labeled CH4 (Sigma-Aldrich, 99 atom% 13C) were injected into the headspace. The cultures were incubated in the dark at 30 °C with 150 rpm. After 8 days, to exclude the role of extracellular secretions for the next step, the cultures were centrifuged (6797 × g, 5 min), washed three times by AMS medium, and resuspended in 50 mL modified AMS medium containing 1 mM 13C-labeled bicarbonate and 9 mM unlabeled bicarbonate. All the procedures were conducted in an anaerobic glove box. The headspace of the cultures was flushed with nitrogen. One hundred milliliters of the CO2-reducing consortia (OD660 0.70) were centrifuged (2655 × g, 5 min) and washed three times with the modified AMS medium. The cells were mixed with the culture described above and incubated at 30 °C in constant light with a 60 W incandescent light source. The cultures were in absence of cells as the abiotic control and in absence of carbon source (CH4 and HCO3−) as the biotic control, and all other conditions were identical to those in the experimental setups. The concentration of CH4 and CO2 in gas, dissolved organic/inorganic carbon in liquid, and carbon in biomass of before and after the reaction was measured as follow methods, and the carbon flow percentage was calculated as the ratio of carbon change in each component to original concentration of carbon source (CH4 or HCO3−).
Labeled carbon measurements in gas
The labeled 13CH4 and 13CO2 in the headspace were measured using the Gas Source Isotopic Ratio Mass Spectrometer (IRMS, MAT253 PLUS, Thermo, USA). The following parameters were used for IRMS: chromatographic column RT-Q-BOND (30 m × 0.32 mm, Agilent, USA), carrier gas helium, gas flow rate 1.2 mL·min-1. Column temperature was set at 40 °C and held for 6 min. The oxidation furnace temperature was 1000 °C.
Labeled carbon measurements in liquid
Supernatants were collected by centrifuging (6797 × g, 5 min), and the labeled 13C-total organic carbon (TOC) was measured by a TOC analyzer (isoTOC cube, Elementar, Germany) coupled with IRMS (IsoPrime100, Elementar, UK). The following parameters were used: carrier gas helium was at a flow rate of 100 mL·min−1; the oxidation and reduction tubes were kept at 850 °C and 600 °C, respectively; the adsorption and analytical temperature of the CO2 adsorption column was 230 °C; the temperature of IRMS detector was set at 40 °C; the trap current was 300 μA.
The labeled 13C-total inorganic carbon (DIC) was determined following its quantitative conversion to CO2 by acidification and measured by IRMS (Delta V Advantage, Thermo, USA) with a GasBench II Autosampler (CombiPAL, CTC Analytics, Switzerland). A 12 mL Exetainers (Labco, England) was filled with 400 μL anhydrophosphoric acid and helium (99.999%) was pumped into Exetainers using the exhaust needle of the GasBench II automated sampler for 5 min at a flow rate of 100 mL·min-1. Then 0.2 mL of the sample was added and spun at 1699 × g for 2 min. A GasBench II autosampler with a quantification loop (100 μL) was used to sample and separate the CO2 by high purity helium entering the chromatographic column PoraPlotQ (30 m × 0.32 mm, Agilent, USA) at 75 °C and detected by IRMS.
Labeled carbon measurements in biomass
The samples were centrifugated (6797 × g, 5 min) and the pellets were collected for measuring the particulate organic carbon. The pellet samples were cleaned twice with 1 M HCl to remove residual inorganic carbon and dried with vacuum freezer. The particulate organic carbon of the biomass was analyzed with an elemental analyzer (Flash EA 2000, Thermo, Germany) combined with IRMS (MAT253 Plus, Thermo, USA). The carbon in biomass was converted to CO2 by an oxidation catalyst and the reduction tube in the elemental analyzer. The oxidation and reduction tubes were kept at 960 °C, and oxygen at a rate of 175 mL·min−1. The CO2 were directed by the carrier gas helium (100 mL·min−1) towards the IRMS.
Microbial community analysis
Genomic DNA was extracted using the DNeasy Isolation PowerSoil Kit (Qiagen, Germany) according to manufacturer’s instructions. The hypervariable regions V3-V4 of the bacterial 16S rRNA gene were amplified with the primer pair 338F (5′-ACTCCTACGGGAGGCAGCAG-3′) and 806R (5′-GGACTACHVGGGTWTCTAAT-3′). The PCR product was extracted from 2% agarose gel, purified using the AxyPrep DNA Gel Extraction Kit (Axygen Biosciences, Union City, CA, USA) and quantified using Quantus™ Fluorometer (Promega, USA). Purified products were pooled in equimolar amounts, and paired-ended sequencing was performed on an Illumina MiSeq PE300 platform (Illumina, San Diego, USA) according to the standard protocols by Majorbio Bio-Pharm Technology Co. Ltd. (Shanghai, China). The amplicon sequences were analyzed with QIIME 2 (v2023.2)40. The low-quality reads (less than 100 bp or quality score less than 25) were removed by Trimmomatic (v0.39). Amplicon sequence variants (ASVs) were clustered applying DATA2. The representative sequences of ASVs were matched against the SILVA database (https://www.arb-silva.de) for taxonomic assignments. The microbial composition was resolved at the genus level.
Isolation and cultivation of pure cultures
As Methylomonas and Bacillus dominant in the biofilm of the anode, they were isolated as pure cultures using a gradient dilution method. For obtaining pure Methylomonas, CH4-oxidizing consortia were spread onto solid AMS medium (1.5% agar) and incubated in an air-tight tank under the atmosphere of 25% (V/V) CH4 and 75% (V/V) air at 30 °C. For obtaining pure Bacillus, the consortia were spread onto solid Luria-Bertani medium (1.5% agar) and incubated at 30 °C. A single colony was transferred to fresh medium, then diluted 100 and 10000 times before being dispersed onto new solid medium. The dilutions were repeated until obtaining a pure colony. The two strains were named, respectively, Methylomonas sp. WH-1 and Bacillus sp. WH-2. Their purity was checked by microscopy (Olympus CX23, USA) and by 16S rRNA sequencing. Since Rhodopseudomonas was dominant in the biofilm of the cathode, stain Rhodopseudomonas palustris CGA009 with a highly similar 16S rRNA (100%)41 was employed, obtained from Prof. Yanning Zheng (IM-CAS, Beijing).
The cells or biofilm for scan electron microscopy (SEM) analysis were fixed in 2.5% (W/V) glutaraldehyde phosphate buffered solution (100 mM, pH 7.0) for 24 h at 4 °C. Then the samples were washed three times with phosphate buffered (100 mM, pH 7.0). Next, the cells were dehydrated in a gradient ethanol series (0% twice, and 30, 50, 70, 90, 95, and 100% twice) for 15 min each. After drying with critical point drying for 12 h, the cells were placed onto a carbon substrate for SEM observation (S-4800 FE-SEM, Hitachi, Japan). For observation of the transmission electron microscopy (TEM), the samples were treated with 2.5% glutaraldehyde (4 h, 4 °C), 1% osmium acid (1 h, 4 °C), and ethanol and acetone, respectively42. Then samples were embedded in Supur resin and cut in an ultramicrotome (Leica UC7, Germany), and observed using a TEM (H-7650, Hitachi, Japan).
Genomic analysis of pure cultures
Genomic DNA of the pure cultures was extracted using TIANamp Bacteria DNA Kit (TIANGEN, China). The quality of DNA was evaluated by Nanodrop (ND-1000) Spectrophotometer and by gel electrophoresis. PE150 DNA library was constructed for Illumina sequencing (Majorbio, China). Raw data were trimmed and filtered by NGSQCToolkit (v2.3). Replicated reads were removed by FastUniq (v1.1). High-quality reads were further corrected by BLESS (v1.01). Edena (v3.131028) was used for genome assembly. Assembled scaffolds were annotated by Prokaryotic Genome Annotation Pipeline platform (PGAP, NCBI).
Construction of bioelectrochemical systems (BES)
BES connecting CH4-oxidizing consortia and CO2-reducing consortia
This BES had two chambers, including the anodic chamber and the cathodic chamber, separated by a proton exchange membrane (Zhejiang Qianqiu Water Treatment, China). Both the anode and the cathode were carbon brush (3 cm diameter, 3 cm height, Hubei HOT-Material, China), and the anolyte was the AMS medium and the catholyte was the modified AMS medium. The headspace of the anode was filled with 25% CH4 (V/V, 75% air) as the electron donor, and 10 mM NaHCO3 was added into the catholyte as the electron acceptor. The CH4-oxidizing consortia (OD600 0.55) and the CO2-reducing consortia (OD660 0.70) were collected by centrifugation (2655 × g, 5 min) and washed three times with AMS medium. Then CH4-oxidizing consortia and the CO2-reducing consortia were inoculated into the 110 mL anolyte and the 110 mL catholyte, respectively. A stirring bar was placed at the anode chamber incubated at 30 °C and stirred at 200 rpm on using a magnetic stirrer, to aid in dissolution of the CH4 gas, and the chamber was covered with tin foil to maintain darkness. The BES was incubated at 30 °C under a 60 W light source. The external load of BES was 500 Ω resistance and the output voltage of BES was recorded every 5 min by a digital multimeter (Keithley Instruments, USA). There were two control experimental setups: the one was prepared in the absence of CH4 in the anode and HCO3− in the cathode (biotic control), and the another in the absence of cells in the two chambers (abiotic control). The all-other conditions were the same as above. The Polarization curves of BES were obtained by replacing the external resistance method when the voltage of BES ran stably. The external resistance was 10000, 5100, 2000, 1500, 1000, 800, 620 Ω, respectively, in turn from large to small change the resistance with 30 min of interval time and collected voltage every 1 min. Power was calculated by P = VI, where V was the voltage of BES, and I was the voltage apart from resistance.
BES of CH4-oxidizing consortia
This BES was constructed as described above for the two-chamber BES, except for the mixture of 50 mM K3[Fe(CN)6] and AMS medium was used as a catholyte solution.
Cells of Methylomonas sp. WH-1 (OD600 0.55) and Bacillus sp. WH-2 (OD600 1.80) were collected by centrifuging (2655 × g, 5 min) and washed three times with AMS medium, respectively. Then the cells of two strains were mixed and resuspended in 110 mL anolyte. As the control of a single culture, cells of either Methylomonas sp. WH-1 or Bacillus sp. WH-2 were inoculated in the anolyte, respectively. The headspace of the anode was filled with 25% CH4 (V/V) and 75% air (V/V), and the cathode was filled with air. A stirring bar was in the anode stirring at 200 rpm on a magnetic stirrer and the BES was cultivated at 30 °C. The external load of BES was 500 Ω resistance and the output voltage was recorded every 5 min by a digital multimeter (Keithley Instruments, USA). There were two control experimental setups: the one was prepared in the absence of CH4 (biotic control) and the another in the absence of cells (abiotic control). The all-other conditions were the same as above.
BES of CO2-reducing consortia
This BES was a three-electrode system, in which the working electrode was carbon brush (3 cm diameter, 3 cm height), the counter electrode was carbon felts (3 × 5 × 0.5 cm, Haoshi Carbon Fiber, China), and the reference electrode was Ag/AgCl electrode (KCl saturated). The electrolyte was the modified AMS medium. Cells of the CO2-reducing consortia (OD660 0.70) were collected by centrifugation (2655 × g, 5 min), washed three times with the modified AMS medium, and resuspended in 200 mL of the electrolyte incubated at 30 °C. The working electrode was the cathode, which was poised at a potential of −0.4 V (vs. Ag/AgCl), and the current was recorded by an electrochemical workstation (CHI1000C, Chenhua, China). The BES was placed in the dark as a control setup and prepared in the absence of bicarbonate as a no-electron acceptor control, with all other conditions remaining the same as described above.
Metabolomics
For understanding the cross-feeding interaction between Methylomonas and Bacillus, the supernatant of Methylomonas sp. WH-1 (OD600 0.55) was separated from cells by centrifugation (3824 × g, 10 min), followed by filtration (0.22 μm). Cells of Bacillus sp. WH-2 were centrifugated (2655 × g, 5 min), washed three times by phosphate buffer solution, and resuspended in supernatant of Methylomonas sp. WH-1 to OD600 1.8. The 10 mM ferrihydrite was added into the culture, and serum bottles were sealed with butyl rubber stoppers. The cultures were flushed with nitrogen for 5 min to remove oxygen and incubated at 30 °C at 150 rpm. 2 mL samples of the cultures were taken at days 0 and 20. These were centrifugated (6797 × g, 10 min) to collect the supernatant. The supernatant was filtered through 0.22 μm filters and acidified to pH lower than 2 by adding 1 M HCl for measuring volatile fatty acids (formate, acetate, lactate, propionate, butyrate, isobutyrate, valerate, isovalerate). The concentrations of the volatile fatty acids were measured by ion chromatography (ICS-3000, Dionex, USA) equipped with a guard column (4 mm × 50 mm) and an anion exchange column (Dionex IonPacTM AS11-HC, 4 mm × 250 mm), at 30 °C. The mobile phase was milli-Q water with the 1.0 mL·min−1 of flow rate and the leachate was 1 mM KOH.
Chronoamperometry
The response of Bacillus sp. WH-2 to acetate was recorded by chronoamperometry on electrochemical workstation (CHI 832, Chenhua, China). The three electrodes system of chronoamperometry consisted of a glassy carbon electrode (5 mm in diameter) as working electrode, an Ag/AgCl (saturated KCl) as reference electrode and a platinum wire as counter electrode. The cells of Bacillus sp. WH-2 were centrifugated (2655 × g, 5 min) and washed three times by phosphate buffer. Then, 5 μL of cell suspension was dropped onto the working electrode. The working electrode was applied with the potential of 0.3 V (vs Ag/AgCl). When the current reach to stable, 200 μL of 1 M sodium acetate was added into the electrolyte (phosphate buffer solution, 3.4 g·L−1 KH2PO4 and 3.55 g·L−1 Na2HPO4). For a no-electron donor control, 200 μL of electrolyte was added into the electrolyte. For an abiotic control, no cells were dropped onto the working electrode.
Statistics and reproducibility
All experiments were replicated a minimum of three times independently, with consistent results. The figure legends indicate the number of biologically independent samples (n). The data were subjected to statistical analysis using a two-tailed Student’s t-test. A difference was considered statistically significant when the P-value was less than 0.05 or less than 0.01. No statistical method was used to predetermine sample size. No data were excluded from the analyses. The experiments were not randomized. The Investigators were not blinded to allocation during experiments and outcome assessment.
Reporting summary
Further information on research design is available in the Nature Portfolio Reporting Summary linked to this article.
Data availability
The iTag sequencing data generated in this study have been deposited in the NCBI Sequence Read Archive (SRA) database under the BioProject accession code PRJNA1087527 and corresponding BioSample accession codes SAMN40446864-SAMN40446878. The genome of Methylomonas sp. WH-1 used in this study is available in the NCBI Genome database under BioProject accession code PRJNA705869 and BioSample accession code SAMN18105290. The genome of Bacillus sp. WH-2 used in this study is available in the NCBI Genome database under BioProject accession number PRJNA705873 and BioSample accession number SAMN18105338. Source data are provided with this paper.
Code availability
The custom scripts used for analyzing data are available at GitHub: https://github.com/yuezheng90/CH4CO2-project/tree/main.
References
Masson-Delmotte, V. et al. (eds.), IPCC, 2021: Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (Cambridge University Press: Cambridge, United Kingdom and New York, 2021).
Zumdahl, S. S. Chemistry, 2nd ed. (Heath and Company, Toronto. D.C., 1989).
Xiong, H. et al. Engineering catalyst supports to stabilize PdOx two-dimensional rafts for water-tolerant methane oxidation. Nat. Catal. 4, 830–839 (2021).
Navarro-Jaén, S. et al. Highlights and challenges in the selective reduction of carbon dioxide to methanol. Nat. Rev. Chem. 5, 564–579 (2021).
Cai, X. & Hu, Y. H. Advances in catalytic conversion of methane and carbon dioxide to highly valuable products. Energy Sci. Eng. 7, 4–29 (2019).
Flemming, H.-C. & Wuertz, S. Bacteria and archaea on Earth and their abundance in biofilms. Nat. Rev. Microbiol. 17, 247–260 (2019).
Guerrero-Cruz, S. et al. Methanotrophs: discoveries, environmental relevance, and a perspective on current and future applications. Front. Microbiol. 12, 678057 (2021).
Söhngen, N. L. & Bakterien, U. Welche methan als kohlenstoff nahrung and energiequelle gebrauchen. Parasitenkd. Infectionskr Abt. 2, 513–517 (1906).
Hanson, R. S. & Hanson, T. E. Methanotrophic bacteria. Microbiol. Rev. 60, 439–471 (1996).
Ettwig, K. F. et al. Nitrite-driven anaerobic methane oxidation by oxygenic bacteria. Nature 464, 543–548 (2010).
Haroon, M. F. et al. Anaerobic oxidation of methane coupled to nitrate reduction in a novel archaeal lineage. Nature 500, 567–570 (2013).
Beal, J. E., House, H. C. & Victoria, O. J. Manganese- and iron-dependent marine methane oxidation. Science 326, 184–187 (2009).
Wood, H. G. & Werkman, C. H. The utilisation of CO2 in the dissimilation of glycerol by the propionic acid bacteria. Biochem. J. 30, 48 (1936).
Zhao, T., Li, Y. & Zhang, Y. Biological carbon fixation: a thermodynamic perspective. Green. Chem. 23, 7852–7864 (2021).
Jiao, Y., Kappler, A., Croal, L. R. & Newman, D. K. Isolation and characterization of a genetically tractable photoautotrophic Fe(II)-oxidizing bacterium, Rhodopseudomonas palustris strain TIE-1. Appl. Environ. Microbiol. 71, 4487–4496 (2005).
Singh, B. K., Bardgett, R. D., Smith, P. & Reay, D. S. Microorganisms and climate change: terrestrial feedbacks and mitigation options. Nat. Rev. Microbiol. 8, 779–790 (2010).
Cavicchioli, R. et al. Scientists’ warning to humanity: microorganisms and climate change. Nat. Rev. Microbiol. 17, 569–586 (2019).
Michaud, A. B. et al. Microbial oxidation as a methane sink beneath the West Antarctic Ice Sheet. Nat. Geosci. 10, 582–586 (2017).
McKinlay, J. B. & Harwood, C. S. Carbon dioxide fixation as a central redox cofactor recycling mechanism in bacteria. Proc. Natl Acad. Sci. USA 107, 11669–11675 (2010).
Zheng, Y. et al., Methane-dependent mineral reduction by aerobic methanotrophs under hypoxia. Environ. Sci. Technol. Lett. 7, 606–612 (2020).
Byrne, J. M. et al. Redox cycling of Fe(II) and Fe(III) in magnetite by Fe-metabolizing bacteria. Science 347, 1473–1476 (2015).
Whitman W. B. et al. (eds) Methylomonas, in Bergey’s Manual of Systematics of Archaea and Bacteria (Wiley, Hoboken, NJ, 2015).
Chen, L. et al. Electron communication of Bacillus subtilis in harsh environments. IScience 12, 260–269 (2019).
Wang, J., Xie, Z., Wang, Y., Yang, Y. & Chen, M. Synergy between indigenous bacteria and extracellular electron shuttles enhances transformation and mobilization of Fe(III)/As(V). Sci. Total Environ. 783, 147002 (2021).
Harwood, C. S. Rhodopseudomonas palustris. Trends Microbiol. 30, 307–308 (2022).
Chen, H., Luo, J., Liu, S., Yuan, Z. & Guo, J. Microbial methane cvonversion to short-chain fatty acids using various electron acceptors in membrane biofilm reactors. Environ. Sci. Technol. 53, 12846–12855 (2019).
Oshkin, I. Y. et al. Methane-fed microbial microcosms show differential community dynamics and pinpoint taxa involved in communal response. ISME J. 9, 1119–1129 (2015).
Doud, D. & Angenent, L. T. Toward electrosynthesis with uncoupled extracellular electron uptake and metabolic growth: enhancing current uptake with Rhodopseudomonas palustris. Environ. Sci. Technol. Lett. 1, 351–355 (2014).
Jiao, Y., Kappler, A., Croal, L. R. & Newman, D. K. Isolation and characterization of a genetically tractable photoautotrophic Fe(II)-oxidizing bacterium, Strain TIE-1. Appl. Environ. Microbiol. 71, 4487–4496 (2005).
Mcanulty, M. J. et al. Electricity from methane by reversing methanogenesis. Nat. Commun. 8, 15419 (2017).
Lee, E. Y. (ed) Methanotrophs: Microbiology Fundamentals and Biotechnological Applications (Springer Nature, Switzerland, 2019).
Koch, C. & Harnisch, F. Is there a specific ecological niche for electroactive microorganisms? Chemelectrochem 3, 1–15 (2016).
Logan, B. E., Rossi, R., Ragab, A. & Saikaly, P. E. Electroactive microorganisms in bioelectrochemical systems. Nat. Rev. Microbiol. 17, 307–319 (2019).
Otte, J. M. et al. The distribution of active iron‐cycling bacteria in marine and freshwater sediments is decoupled from geochemical gradients. Environ. Microbiol. 20, 2483–2499 (2018).
Widdel, F. et al. Ferrous iron oxidation by anoxygenic phototrophic bacteria. Nature 362, 834–836 (1993).
Ehrenreich, A. & Widdel, F. Anaerobic oxidation of ferrous iron by purple bacteria, a new type of phototrophic metabolism. Appl. Environ. Microbiol. 60, 4517–4526 (1994).
Weber, K. A. et al. Anaerobic nitrate-dependent iron(II) bio-oxidation by a novel lithoautotrophic betaproteobacterium, Strain 2002. Appl. Environ. Microbiol. 72, 686–694 (2006).
Marsili, E. et al. Shewanella secretes flavins that mediate extracellular electron transfer. Proc. Natl Acad. Sci. 105, 3968–3973 (2008).
Lovley, D. R. & Phillips, E. Organic matter mineralization with reduction of ferric iron in anaerobic sediments. Appl. Environ. Microbiol. 51, 683–689 (1986).
Bolyen, E. et al. Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2. Nat. Biotechnol. 37, 852–857 (2019).
Larimer, F. W. et al. Complete genome sequence of the metabolically versatile photosynthetic bacterium Rhodopseudomonas palustris. Nat. Biotechnol. 22, 55–61 (2004).
Lu, Y. Y. et al. Size-dependent effects of polystyrene nanoplastics on autophagy response in human umbilical vein endothelial cells. J. Hazard. Mater. 421, 126770 (2022).
Acknowledgements
This work was supported by the National Natural Science Foundation of China (22025603 to F.Z., 42021005 to F.Z., 41907027 to Y.Z., 41890843 to J.H.L. and 91851102 to Y.N.Z.) and Nanqiang Young Talents Supporting Program (Xiamen university, Y.Z.).
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Conceptualization: Y.Z. and F.Z. Methodology: Y.Z., H.W., Y.L., P.Y.L., B.L.Z., Y.N.Z. and J.H.L. Visualization: Y.Z. and H.W. Funding acquisition: Y.Z., F.Z., J.H.L. and Y.N.Z. Project administration: Z.J.R. and F.Z. Writing-original draft: Y.Z., H.W. and F.Z. Writing-review and editing: Y.Z., L.C., Z.J.R. and F.Z.
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Zheng, Y., Wang, H., Liu, Y. et al. Electrochemically coupled CH4 and CO2 consumption driven by microbial processes. Nat Commun 15, 3097 (2024). https://doi.org/10.1038/s41467-024-47445-8
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DOI: https://doi.org/10.1038/s41467-024-47445-8