Open Access Article
Qiong Wana,
Xiayin Lia,
Feng Wangb,
Guohong Yanga,
Kai Jua,
Hongbin Jingb,
Kun Lia,
Peng Heb and
Xinyan Zhang
*a
aSchool of Architecture and Civil Engineering, Xi'an University of Science and Technology, Xi'an 710054, China. E-mail: xyzhang2020@xust.edu.cn
bShaanxi Water Group Water Ecology Comprehensive Development Co., Ltd, 2206 Hongqi Road, Weiyang District, Xi'an 710018, China
First published on 4th April 2024
Nitrate-nitrogen pertains to the nitrogen component of the overall nitrate present in a given sample in order to reduce nitrate nitrogen pollution in water, nitrate nitrogen removal methods based on iron–carbon micro-electrolysis have become a key research focus. The process and mechanism of nitrate nitrogen removal by microbial coupling was comprehensively explored in a novel iron–carbon micro-electrolysis (ICME) system. In order to establish the transformation pathway of nitrate nitrogen in water, the transformation paths of nitrate nitrogen in water before and after coupling microorganisms in three groups of continuous flow reaction devices, namely sponge iron (s-Fe0), sponge iron + biochar (s-Fe0/BC) and sponge iron + biochar + manganese sand (s-Fe0/BC/MS), were studied. The morphology and composition changes of sponge iron were analyzed by means of characterization, and the microbial population changes in the three groups were analyzed by high-throughput sequencing. Results showed that the nitrate conversion rate in the s-Fe0, s-Fe0/BC and s-Fe0/BC/MS systems reached 99.48%, 99.57% and 99.36%, respectively, with corresponding ammonia nitrogen generation, rates of 3.77%, 9.34% and 11.24% and nitrogen generation rates of 95.71%, 90.23% and 88.12%. Scanning electron microscopy imaging showed that in the s-Fe0/BC and s-Fe0/BC/MS systems the surface of sponge iron was highly corroded, with granular substances in the corrosion product clusters. X-ray photoelectron spectroscopy analysis found that the relative contents of Fe2O3 in the surface oxides of sponge iron after microbial coupling were 38.02% and 71.27% in the s-Fe0/BC and s-Fe0/BC/MS systems, while the relative Fe3O4 contents were 61.98% and 28.72%, respectively. Microbial high-throughput sequencing analysis revealed that the Chao and Ace index values in the s-Fe0 system were 871.89 and 880.78, while in the s-Fe0/BC system they were 1012.05 and 1017.29, and in the s-Fe0/BC/MS system were 1241.09 and 1198.29, respectively. The relative proportion of Thauera in the s-Fe0, s-Fe0/BC, and s-Fe0/BC/MS systems was 16.76%,14.25% and 10.01%, while the proportion of Acetoanaerobium was 15.36%, 13.27% and 11.11%, and the proportion of Chloroflexi was 0%, 1.11% and 2.18%, respectively. Furthermore, FAPROTAX function annotation found that the expression levels of chemoheterotrophs in the s-Fe0, s-Fe0/BC and s-Fe0/BC/MS systems were 43
316 OTU, 37
289 OTU and 34
205 OTU, while nitrate respiration expression levels were 16
230 OTU, 15
483 OTU and 9149 OTU, with nitrogen respiration expression levels of 16
328 OTU, 15
493 OTU and 9154 OTU, respectively. These findings suggest that nitrate is converted into nitrogen gas and ammonia nitrogen through the actions of the coupled system of sponge iron/biochar/manganese sand and microorganisms. The catalytic effect of MnO2 promotes the conversion of Fe2+ to Fe3+, generating more electrons, allowing denitrifying bacteria to reduce more nitrate nitrogen, effectively coupling the manganese-catalyzed ICME reaction and microbial denitrification. The micro-electrolysis system and the addition of manganese sand enhanced biodiversity within the s-Fe0/BC/MS system. The heterotrophic bacteria Thauera and Acetoanaerobium were the dominant microorganisms in all three systems, although the micro-electrolysis system with added manganese sand significantly reduced the proportion of facultative bacteria Thauera and Acetoanaerobium and promoted the growth of autotrophic Chloroflexi bacteria. The ecological functions of the three systems were mainly nitrate respiration and nitrogen respiration. By comparing the expression levels of nitrate respiration and nitrogen respiration in s-Fe0/BC and s-Fe0/BC/MS systems, it can be seen that the addition of manganese sand reduced microbial activity.
To date, no studies have reported the addition of manganese sand to an ICME system with microbial coupling for the removal of nitrate nitrogen. In view of this, three continuous flow reactor device groups were designed, containing s-Fe0, s-Fe0/BC and s-Fe0/BC/MS as filler materials. In order to delay the passivation process of the zero-valent iron surface, manganese sand was added to the ICME and microorganisms were added in order to obtain a higher nitrate nitrogen conversion rate. The aim of this study was to compare and monitor the transformation of nitrate nitrogen, as well as the changes in filler composition and microbial population in all three reactor groups, before and after microbial coupling. Furthermore, the transformation path of nitrate nitrogen was analyzed to further reveal the mechanism of nitrogen removal using the mixed filler material coupled with microorganisms, providing a comprehensive understanding of the process of nitrate nitrogen removal from water.
:
1 and a pH of 7.0 maintained using NaHCO3. Table 1 shows the specific influent composition and the degree of fluctuation in the actual test data.
| Wastewater components | Concentration (mg L−1) |
|---|---|
| NO3−-N | 80.0 |
| COD | 240.0 |
| NaHCO3 | 2000.0 |
| Constant element | KH2PO4 (17.0) |
| MgCl2 (60.0) | |
| CaCl2 (33.2) | |
| Trace element | ZnSO4·7H2O (0.1109) |
| Na2MoO4·2H2O (0.110) | |
| CoCl2·6H2O (0.120) | |
| MnSO4·H2O (0.117) | |
| NiCl2·6H2O (0.104) | |
| Na2HPO4 (0.570) | |
| FeCl3·6H2O (0.124) | |
| Rhamnolipid | 30.0 (mixture of mono- and di-rhamnolipids in a weight ratio of 1 : 1.5) (continuous dosing for 5 days at the start-up stage) |
In the experiment, effluent nitrogen, NO and N2O concentrations were determined. N2O was not detectable by gas chromatography (CG-2014, Shimadzu, Japan) and it has previously been reported that almost no NOx or N2O are produced during the reduction of nitrate nitrogen.14,15 Therefore, by default all gaseous nitrogen-containing substances in this study were N2. The corresponding selectivity calculation formulas for ammonia nitrogen, nitrite nitrogen and nitrogen are described by eqn (2-1)–(2-3), respectively:
![]() | (2-1) |
![]() | (2-2) |
![]() | (2-3) |
In terms of nitrate removal, with ongoing reaction time the concentration of nitrate nitrogen in the effluent of reactor #1 increased from 43.51 mg L−1 to 46.77 mg L−1, corresponding to a decrease in transformation rate from 27.39% to 22.36%. The concentration of nitrate nitrogen in the effluent of reactor #2 increased from 17.09 mg L−1 to 27.41 mg L−1, corresponding to a reduction in the conversion rate from 71.48% to 54.51%. The concentration of nitrate nitrogen in the effluent of reactor #3 increased from 10.56 mg L−1 to 24.46 mg L−1, corresponding to a decrease in the conversion rate from 82.37% to 59.40%. Therefore, system #3 achieved the best nitrate nitrogen conversion effect. With ongoing reaction time, the conversion efficiency of nitrate nitrogen in the three reactor groups decreased by varying degrees, with the greatest effect observed in systems #2 and #3. However, after the same reaction duration, the conversion rate of nitrate nitrogen was consistently higher in system #3 than in system #2, while #2 was better than #1. It may be speculated that with the extended reaction duration the surface of sponge iron is gradually passivated and the active sites required for nitrate nitrogen reduction decrease. The addition of biochar can accelerate the corrosion process and delay the passivation of sponge iron, while the addition of manganese sand further delays the passivation process. This is consistent with the findings of previously reported research in this area.8 In terms of total nitrogen removal, system #1 achieved a reduction from 4.7% to 1.2%, indicating that the nitrogen removal capacity of pure sponge iron through physical and chemical mechanisms was very limited. The total nitrogen removal rates of systems #2 and #3 also decreased with ongoing reaction duration, with total nitrogen removal rates decreasing from 44.1% to 16.6% and 56.9% to 27.2%, respectively, after 6 days of operation. The addition of biological activated carbon and manganese sand improved the nitrogen removal efficiency of the system, as reducing substances (Fe2+, [H]) are produced by ICME, while the MnO2 in manganese sand accelerated the transformation of zero-valent iron into Fe2+ and accelerated the corrosion of sponge iron. Even after passivation, the total nitrogen removal performance of the ICME system containing manganese sand was still better than that of the ICME-only system.
Therefore, the addition of BC and MS to the s-Fe0 system significantly improved nitrate nitrogen reduction and total nitrogen removal. Sponge iron became passivated in all three reactor groups with ongoing reaction time and the reducing active sites for nitrate nitrogen decreased, resulting in a decline in nitrate nitrogen conversion rate and total nitrogen removal rate to varying degrees in each system.
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| Fig. 4 Conversion of nitrate by the three-component system with microbial coupling: (a) reactor #1: s-Fe0; (b) reactor #2: s-Fe0/BC; (c) reactor #3: s-Fe0/BC/MS. | ||
As shown in Fig. 4, the average concentrations of nitrate nitrogen in the effluent of reactor systems #1, #2 and #3 were 0.64 mg L−1, 0.45 mg L−1 and 0.40 mg L−1, respectively, with the average conversion rate of nitrate nitrogen reaching 99.48%, 99.57% and 99.36%, among which the lowest nitrate nitrogen concentration in the effluent of system #2 reached 0.04 mg L−1, corresponding to the highest average conversion rate. After microbial coupling, the conversion rate of nitrate nitrogen was very high in all three reactors, with the nitrate nitrogen conversion rate being highest in reactor #2. On the 6th day of operation, the nitrate nitrogen conversion rates established under continuous flow in reactors #1, #2 and #3 were 22.36%, 54.51% and 59.40%, respectively. Microbial coupling was found to significantly improve the conversion efficiency of nitrate nitrogen, increasing conversion rates by 77.12%, 45.06% and 39.96%. Under low carbon nitrogen ratio (C/N < 4) conditions,18 the microbial denitrification effect was low and the total nitrogen removal rate was 48.6% ± 6%, as under these conditions there were insufficient electron donors available in the water, limiting microbial denitrification. The coupling of ICME and microorganism can provide more electron donors for microbial denitrification, due to the corrosion of anode metals,19–21 while simultaneously the cathode produced an abundance of [H], which can also provide more electron donors for the denitrification process and achieve the efficient transformation of nitrate nitrogen. Compared with the ammonia nitrogen yield of 21.7%, 30.1% and 28.5% achieved in systems #1, #2 and #3 due to pure physical and chemical action (without microbial coupling), the ammonia nitrogen yield of the system after microbial coupling decreased to 3.77%, 9.34% and 11.24%. Therefore, microbial coupling could greatly reduce the yield of ammonia nitrogen and realize biological denitrification. The micro-electrolysis process causes Fe to release electrons, producing Fe2+ and Fe3+, which may contribute to electron transfer during denitrification. Xiaoying Zheng22 reported that Fe2+ and Fe3+ produced in the ICME process could be used as an electron shuttle to improve the efficiency of biochemical reactions, while manganese dioxide can catalyze Fe2+ to generate Fe3+ and release electrons, with both of these processes being beneficial to electron release. Furthermore, N in the system can be used as an electron acceptor, resulting in the potential generation of NH4+-N. However, during this process, the rate of ammonia nitrogen production decreased significantly, which may be due to biofilm growth reducing active sites on the surface of sponge iron and increasing the mass transfer resistance of the matrix, thus limiting the chemical denitrification of nitrate nitrogen by the filler material.
As can be seen from Fig. 4, once stable operation was achieved, the nitrite nitrogen concentration in the effluent of reactors #1, #2 and #3 was 0 mg L−1. Compared with the physical and chemical process without microbial coupling, nitrite nitrogen was completely reduced in the microbial coupled system without any observed accumulation. In the first 5 days after the addition of sludge, the effluent concentration of ammonia nitrogen increased sharply, possibly due to the endogenous respiratory metabolism of inoculated activated sludge. After stable operation was achieved, the effluent concentration of ammonia nitrogen exhibited no obvious fluctuations, with average values of 2.72 mg L−1, 6.69 mg L−1 and 8.03 mg L−1, while the average ammonia nitrogen production rates were 3.77%, 9.34% and 11.24%. Based on the above data, in the previous physical and chemical experiments without microbial coupling, the average effluent ammonia nitrogen concentrations in the three reactor groups were 11.32 mg L−1, 19.72 mg L−1 and 17.78 mg L−1, with ammonia nitrogen production rates on the 6th day being 19.23%, 33.49% and 30.20%. Huan Zhang et al.23 previously reported that during the process of nitrate reduction by single nanometer zero-valent iron, a large amount of ammonia nitrogen accumulated within the system. In the present study, after the three reactor groups were coupled with microorganisms, the ammonia nitrogen generation rate was significantly reduced, and the ammoniation of nitrate nitrogen was inhibited. It may be speculated that in the microbial coupled system, the active sites on the filler surface required for nitrate nitrogen reduction are further reduced due to the formation of a biofilm. In addition, in the presence of organic carbon sources, denitrifying microorganisms strengthen heterotrophic denitrification. Seok-Younohe et al.15 reported that when anaerobic microorganisms are present, the products of the reaction between nZVI and NO3-N are gaseous nitrogen (NO, NO2, N2), rather than NH4+-N or NO2−-N. Due to the degradation and mass transfer resistance of biofilms formed on the surface of the filler, the amount of nitrate nitrogen that can ultimately reach the surface of the filler is greatly reduced, thus weakening the process of nitrate nitrogen transformation into ammonia nitrogen due to physical and chemical effects, resulting in a reduction in the effluent concentration of ammonia nitrogen. Overall, the results of these experiments show that the addition of BC and MS to the filler material could promote the transformation of nitrate nitrogen into ammonia nitrogen.
According to Fig. 5(a), the total nitrogen removal rate before microbial coupling was ranked in the descending order of: #3 (22.73%) > #2 (16.62%) > #1 (1.31%), with the rate of total nitrogen removal by reactor #3 and #2 being much higher than that of reactor #1 and #3 being significantly higher than that of #2. After stable operation was achieved in the microbial coupled systems, the total nitrogen removal rate before microbial coupling was ranked in the descending order of: #1 (95.71%) > #2 (90.24%) > #3 (88.19%). After the introduction of biological denitrification, the rate of total nitrogen removal by reactor #1 was significantly better than by reactors #2 and #3, with reactor #2 having a slightly higher rate than reactor #3. Compared with physical and chemical actions only, microbial coupling significantly improved the rate of total nitrogen removal, achieving an increase in nitrogen removal rates in reactors #1, #2 and #3 by 94.40%, 73.62% and 65.46%, respectively. From the above data, it can be seen that the pure sponge iron system had no significant inhibitory effect on biological denitrification, although biological denitrification was reduced after the addition of activated carbon and a greater reduction was observed after the addition of activated carbon and manganese sand. Sihai Hu et al.24 found that after activated carbon was introduced into the filler, the ICME effect was formed and the amount of electron donors provided to autotrophic denitrifying microorganisms was increased, resulting in an improved autotrophic denitrification efficiency. However, manganese sand is unfavorable for the growth of Thauera. According to the research of Zichun Yan et al.,25 excessive concentrations of Mn2+ inhibit Thauera, an important facultative autotrophic denitrifying bacteria. When the organic matter content was sufficient, organic carbon sources are used for heterotrophic denitrification. However, with the increase in Mn2+ concentration in the present study, the relative abundance of some heterotrophic denitrifying microbes decreased, which was not conducive to heterotrophic denitrification. Therefore, it may be speculated that different filler materials have different effects on the growth of heterotrophic and autotrophic denitrifying bacteria, leading to obvious differences in denitrification performance of the three systems.
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| Fig. 5 (a) TN removal rate before and after microbial coupling in three reactor groups; (b) proportion of nitrogen-containing products before and after microbial coupling in the three reactor groups. | ||
In order to further study the coupled mechanism of nitrate nitrogen reduction by different fillers and microorganisms, the relative proportions of nitrogen-containing products were comprehensively studied in three reactor groups before and after microbial coupling, as shown in Fig. 5(b). On the 6th day of operation without microbial coupling, reactors #1, #2 and #3 were able to effectively transform nitrate nitrogen to ammonia nitrogen (accounting for 85.64%, 60.52% and 50.04% of total nitrogen, respectively), nitrite nitrogen (accounting for 10.28%, 9.53% and 12.14% of total nitrogen, respectively) and nitrogen (accounting for 4.07%, 29.96% and 30.04% of total nitrogen, respectively). This is consistent with the previously reported findings of Ningfan Song and Liang Wu, showing that the reduction product of the ICME system was mainly NH4+-N.26,27 After stable operation was achieved in the microbial coupled systems, the average proportions of ammonia nitrogen converted in reactors #1, #2 and #3 were 3.79%, 9.38% and 11.31%, respectively, with no nitrite nitrogen accumulated, while the average proportions of nitrogen converted were 96.21%, 90.62% and 88.69%, respectively. After microbial coupling, the ammonia nitrogen production rate in the three reactor groups decreased significantly, while the nitrogen production rate increased significantly. By analyzing the data, it was found that nitrate nitrogen ammoniation was the main process involved in chemical denitrification, with ammonia nitrogen being the main product and nitrite nitrogen accumulated to some extent. After microbial coupling, biological denitrification became the dominant process, with nitrate nitrogen mainly converted into nitrogen and nitrite nitrogen not accumulated. This further supports that microbial coupling can inhibit ammoniation and reduce ammonia nitrogen production, with this process probably caused by two reasons: (1) biofilm growth and coverage leads to a reduction in active sites for chemical denitrification on the surface of the filler material; (2) after microbial coupling, the concentration of nitrate nitrogen in the solution decreased after biological denitrification and simultaneously, the biofilm on the surface of the filler material increased the mass transfer resistance of nitrate nitrogen to the filler surface, decreasing the nitrate nitrogen concentration able to pass through the biofilm and reach the filler surface, reducing chemical denitrification.
000 times some granular substances were found to be produced on the surface of sponge iron in both systems, with the surface structure of sponge iron in the s-Fe0/BC/MS system visibly looser, with a larger specific surface area. Compared with the SEM images of sponge iron in the s-Fe0, s-Fe0/BC and s-Fe0/BC/MS fillers reported by Yongqing Sun et al.,8 it was found that the sponge iron surface in both the s-Fe0/BC and s-Fe0/BC/MS systems were more strongly corroded after microbial coupling, with the surfaces of corrosion product clusters covered, potentially by dehydrated biofilms, as indicated by SEM imaging. From Fig. 6, it can be seen that both the s-Fe0/BC and s-Fe0/BC/MS systems provided a good environment for the growth of microorganisms, which is beneficial for biofilm development. However, the extent of coverage was significantly reduced in the s-Fe0/BC/MS system, which may be due to the toxic effect of manganese sand on microorganisms. As can be seen from the figure, when coupled with microorganisms, it can be observed that a large number of microorganisms adhere to the surface of sponge iron in s-Fe0/BC and s-Fe0/BC/MS systems, and these microorganisms may form a biofilm covering the original surface of sponge iron. In addition, the growth and metabolic activities of microorganisms may lead to more holes and irregular structures on the surface of sponge iron, which increases the surface area of sponge iron, improves the contact area with wastewater, and provides a good living space for microorganisms, which is conducive to the growth of biofilm. At the same time, these microorganisms may also participate in the process of electron transfer and material exchange, thus affecting the transformation of nitrate and improving the transformation effect of nitrate nitrogen. However, the covered matter in s-Fe0/BC/MS system is obviously reduced, which may be due to manganese sand. Yibo Wang et al.28 used the ICME method to couple nitrifying bacteria and denitrifying bacteria, finding that some granular bacteria appeared in SEM images and that the system easily formed a highly active biofilm which maintained a high biomass within the reactor, which is consistent with the findings of the present study. We also found that there are more layered sponges in Fig. 6(d) compared with Fig. 6(c), which may be due to the fact that manganese sand promotes iron–carbon micro-electrolysis and accelerates the corrosion of sponge iron surface, resulting in more layered sponges on sponge iron surface. Manganese sand plays a catalytic and adsorption role in the system, which can promote the degradation of organic matter and the reduction of nitrate in wastewater. The porous structure and good adsorption of sponge iron can provide rich attachment sites for microorganisms, leading to microorganisms in certain areas. This layered structure is beneficial to the full contact and interaction between microorganisms and sponge iron, and improves the efficiency of electron transfer and material exchange.
In order to explore the types and amounts of corrosion products on sponge iron surface after microbial coupling of the s-Fe0/BC and s-Fe0/BC/MS systems, the corrosion products on the sponge iron surface were collected and analyzed by XPS. Fig. 7(a) and (b) show the XPS spectra of Fe 2p on the sponge iron surface use in the s-Fe0/BC and s-Fe0/BC/MS microbial coupled systems. The observed peaks at 713 eV and 726.5 eV represent Fe3O4, while the peaks at 710 eV and 724 eV represent Fe2O3. The relative content of iron elements with different valence states in the surface oxides of sponge iron in the two systems are shown in Table 2. By comparing the relative contents of Fe2O3 and Fe3O4 in the s-Fe0/BC and s-Fe0/BC/MS systems, it was found that Fe2O3 increased from 38.02% to 71.27%, while Fe3O4 decreased from 61.98% to 28.72%. Furthermore, MnO2 in manganese sand served as a catalyst, promoting Fe2+ to Fe3+ and resulting in a decrease in Fe3O4 content and an increase in Fe2O3 content. Yongqing Sun et al.8 studied the transformation of nitrate nitrogen by s-Fe0/BC and s-Fe0/BC/MS under pure physical and chemical action and found that the content of Fe2O3 in the surface corrosion products of sponge iron in the s-Fe0/BC and s-Fe0/BC/MS systems increased from 34% to 55.7%, while Fe3O4 decreased from 66% to 44.3. Compared the experimental results with in the present study, these findings show that microbial coupling can promote the corrosion and oxidation of iron in s-Fe0/BC and s-Fe0/BC/MS systems. As a result, the relative content of Fe2O3 in corrosion products increased, while the relative content of Fe3O4 decreased. It may be speculated that Fe2+ and Fe3+ produced during the ICME process may form electron shuttles, ultimately improving the efficiency of biochemical reactions. This is in agreement with a previous report by Xiaoying Zheng,22 showing that Fe2+ and Fe3+ produced during ICME can be used as electron shuttles. Fe3+ in corrosion product Fe2O3 is a strong oxidant, which has the ability to accept electrons and be reduced. Fe3+ can be used as an electron acceptor to obtain electrons from other substances (such as organic substances or microorganisms) during the reduction of nitrate nitrogen, and gradually reduce nitrate nitrogen to nitrite, ammonia nitrogen or other forms of nitrogen.
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| Fig. 7 XPS images of the sponge iron surface in the combined filler systems after microbial coupling: (a) s-Fe0/BC; (b) s-Fe0/BC/MS. | ||
| Fe substance | s-Fe0/BC | s-Fe0/BC/MS |
|---|---|---|
| Fe-Fe2O3 | 38.02% | 71.27% |
| Fe-Fe3O4 | 61.98% | 28.72% |
To sum up, SEM results show that the surface of sponge iron in s-Fe0/BC system is obviously corroded after coupling microorganisms, and the surface corrosion degree of sponge iron in s-Fe0/BC/MS system is enhanced. The increased corrosion of sponge iron can increase the active sites on the surface, thus improving the transformation efficiency of nitrate nitrogen. At the same time, both systems provide good living space for microorganisms, making the microorganisms on the surface grow better, improving their biological denitrification, and thus improving the nitrogen removal efficiency. XPS analysis showed that coupled microorganisms enhanced the corrosion and oxidation of sponge iron in s-Fe0/BC and s-Fe0/BC/MS systems, resulting in an increase in the relative content of Fe2O3 and a decrease in the content of Fe3O4. Fe2+ and Fe3+ produced during ICME acted as electron shuttles, which accelerated the electron transfer and improved the efficiency of biochemical reaction. As a strong oxidant, Fe3+ in Fe2O3 can receive electrons and be reduced, thus participating in the reduction of nitrate nitrogen and transforming it into nitrite, ammonia nitrogen and other forms.
| Sample number | A (C/N = 3 : 1) |
||
|---|---|---|---|
| A1 | A2 | A3 | |
| Chao | 871.89 | 1012.05 | 1241.09 |
| Ace | 880.78 | 1017.29 | 1198.29 |
| Shannon | 3.57 | 3.67 | 4.47 |
| Coverage | 1.00 | 1.00 | 1.00 |
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| Fig. 9 (a) Relative abundance of bacteria at the phylum level for the three reactor groups; (b) relative abundance of bacteria at the genus level for the three reactor groups. | ||
At the genus level (Fig. 9(b)), it was found that denitrifying bacteria were dominant in all samples, among which Thauera and Acetoanaerobium were the main genera, with high relative abundances. In A1, A2 and A3 samples, the abundances of Thauera were 16.76%, 14.35% and 10.01%, respectively, while the abundances of Acetoanaerobium were 15.36%, 13.27% and 11.11%, respectively. The ratios in samples A2 and A3 were less than in A1, indicating that the addition of biochar and manganese sand inhibited the growth of these two bacteria under the conditions of a sufficient external organic carbon source. Furthermore, the ratio of A3 was less than A2, showing that MnO2 further inhibited the growth of these two genera. Zichun Yan et al.25 found that high concentrations of Mn2+ were not conducive to the growth and reproduction of microorganisms such as Thauera. Junfeng Su et al.36 reported that Thauera belong to facultative autotrophic denitrifying bacteria, which can use organic carbon sources for heterotrophic denitrification when the organic carbon source is sufficient and can use Fe2+, [H] and sulfide for autotrophic denitrification when the organic carbon source is insufficient. Peng Li et al.37 identified the facultative autotrophic denitrifying bacterium Acetoanaerobium in a hydrogen nutrient denitrification reactor, showing that acetate can be produced by H2 and CO2 for autotrophic denitrification. The present study also identified some bacteria that only existed in A3, such as Aminobacter38 and Pseudoxanthomonas,39 further verifying that the addition of manganese sand can improve species diversity within the system.
316 OTU, 37
289 OTU and 34
205 OTU, respectively, while the nitrogen respiration expression levels were 16
328 OTU, 15
493 OTU and 9154 OTU, the expression levels of nitrate-respiration were 16
230 OTU, 15
483 OTU and 9149 OTU respectively. According to the expression of nitrate respiration and nitrogen respiration in the s-Fe0/BC and s-Fe0/BC/MS systems, it may be inferred that the addition of manganese sand reduced the activity of microorganisms, although manganese sand can provide a growth environment for some specific microorganisms, it may also inhibit the activity or growth of other microorganisms directly related to nitrate respiration and nitrogen respiration. The number and activity of key microorganisms responsible for nitrate respiration and nitrogen respiration decrease, and the related expression will also decrease, which will affect the heterotrophic denitrification in the system. This is consistent with the previous analysis conclusion that the abundance of Taurea and Anaerobic Acetobacter decreased at the genus level. By comparing the three systems, it was found that the expression of chemoheterotrophy in A1 was significantly higher than in the other two systems and that the ecological function of bacteria in all three systems were mainly nitrate respiration and nitrogen respiration. Nitrate respiration and nitrogen respiration are two ecosystem functions that are performed by most microorganisms and are considered to be two of the most widely extensive functions. Microbial diversity can reflect the stability of community function under changing environmental conditions.40 However, FAPROTAX predicts the function based on an artificially constructed database and therefore, its prediction results largely depend on the integrity and accuracy of the database. If the functional information of some bacteria is lacking within the database, or the functional information for known bacteria is inaccurate, it will affect the prediction results. Therefore, FAPROTAX has certain limitations, making it necessary to analyze the community functions of bacteria in the three systems in combination with metagenomics.
(1) In abiotic reaction systems, ICME and MnO2 catalysis can promote the transformation of Fe2+ to Fe3+, generating more electrons, delaying sponge iron surface passivation and strengthening the reduction process of nitrate nitrogen. The main reduction product was ammonia nitrogen, with some nitrite nitrogen accumulation.
(2) The transformation of nitrate nitrogen and the removal of total nitrogen were significantly improved by microbial coupling in the s-Fe0, s-Fe0/BC and s-Fe0/BC/MS systems, with the main reduction product being nitrogen and no nitrite nitrogen accumulation.
(3) Fe2+ and Fe3+ produced by ICME and MnO2 catalysis in the s-Fe0/BC and s-Fe0/BC/MS systems coupled with microorganisms, served as electron shuttles to strengthen the biological denitrification process and effectively couple the manganese-catalyzed ICME reaction and microbial denitrification process.
(4) The species diversity within the s-Fe0/BC and s-Fe0/BC/MS systems can be effectively improved by ICME and MnO2 catalysis. Thauera and Acetoanaerobium were identified as the main microorganisms in all three systems. MnO2 was not conducive to the growth of facultative bacteria Thauera and Acetoanaerobium, but it could promote the growth of autotrophic denitrifying bacteria in Chloroflexi.
The above conclusions provide a scientific basis and a novel solution for overcoming the problem of nitrate nitrogen pollution using the manganese-catalyzed ICME microbially coupled system.
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