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Poorasgari E, Örmeci B. Insights into kinetic and regression models developed to estimate the abundance of antibiotic-resistant genes during biological digestion of wastewater sludge. JOURNAL OF WATER AND HEALTH 2025; 23:238-259. [PMID: 40018965 DOI: 10.2166/wh.2025.372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Accepted: 01/10/2025] [Indexed: 03/01/2025]
Abstract
Wastewater treatment plants are hubs of antibiotic-resistant genes (ARGs). During wastewater treatment, ARGs accumulate in wastewater sludge and some survive biological digestion. After land application of digested sludge, ARGs are transported to soil, water, and air, and may encounter humans and animals. ARGs are typically quantified by quantitative polymerase chain reaction (qPCR) on isolated DNA. Nevertheless, DNA isolation and qPCR are time-consuming, expensive, and prone to contamination. Therefore, there is a need to estimate ARGs quantities via methods that can be readily employed. Such estimation would help to protect public health via modifying biological digestion to maximize the removal of ARGs. Two approaches that make such estimation are kinetic and regression modeling. The kinetic models have been mainly of the first order. This review examines the application of the kinetic models to estimate the abundance of ARGs during biological sludge digestion. It also discusses how biological sludge digesters can be designed using kinetic models. The literature provides single and multiple regression models, from which an ARGs -Solids -Nutrients nexus, a focal point of this review, is inferred. This review demonstrates that regression models are mathematical expressions of that nexus. Also, existing challenges are highlighted and suggestions for future are provided.
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Affiliation(s)
- Eskandar Poorasgari
- Department of Civil, Geological and Environmental Engineering, University of Saskatchewan, 57 Campus Drive, Saskatoon, SK, Canada S7N 5A9 E-mail: ;
| | - Banu Örmeci
- Department of Civil and Environmental Engineering, Carleton University, 3438 Mackenzie, 1125 Colonel By Drive, Ottawa, ON, Canada, K1S 5B6
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Pino-Hurtado MS, Fernández-Fernández R, Campaña-Burguet A, González-Azcona C, Lozano C, Zarazaga M, Torres C. A Surveillance Study of Culturable and Antimicrobial-Resistant Bacteria in Two Urban WWTPs in Northern Spain. Antibiotics (Basel) 2024; 13:955. [PMID: 39452221 PMCID: PMC11504709 DOI: 10.3390/antibiotics13100955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 09/28/2024] [Accepted: 10/01/2024] [Indexed: 10/26/2024] Open
Abstract
BACKGROUND/OBJECTIVES Wastewater treatment plants (WWTPs) are hotspots for the spread of antimicrobial resistance into the environment. This study aimed to estimate the proportion of clinically relevant antimicrobial-resistant bacteria in two Spanish urban WWTPs, located in the region of La Rioja (Spain); Methods: Ninety-four samples (48 water/46 sludge) were collected and streaked on ten different selective media, in order to recover the culturable bacterial diversity with relevant resistance phenotypes: Extended-Spectrum β-Lactamase-producing Escherichia coli/Klebsiella pneumoniae (ESBL-Ec/Kp), Carbapenem-resistant Enterobacteriaceae (CR-E), Methicillin-resistant Staphylococcus aureus (MRSA), and Vancomycin-resistant Enterococcus faecium/faecalis (VR-E. faecium/faecalis). Isolates were identified by MALDI-TOF and were tested for antimicrobial susceptibility using the disk diffusion method. The confirmation of ESBL production was performed by the double-disk test; Results: A total of 914 isolates were recovered (31 genera and 90 species). Isolates with clinically relevant resistance phenotypes such as ESBL-Ec/Kp and CR-E were recovered in the effluent (0.4 × 100-4.8 × 101 CFU/mL) and organic amendment samples (1.0-101-6.0 × 102 CFU/mL), which are discharged to surface waters/agricultural fields. We reported the presence of VR-E. faecium in non-treated sludge and in the digested sludge samples (1.3 × 101-1 × 103 CFU/mL). MRSA was also recovered, but only in low abundance in the effluent (0.2 × 101 CFU/mL); Conclusions: This study highlights the need for improved wastewater technologies and stricter regulations on the use of amendment sludge in agriculture. In addition, regular monitoring and surveillance of WWTPs are critical for early detection and the mitigation of risks associated with the spread of antimicrobial resistance.
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Affiliation(s)
| | | | | | | | | | - Myriam Zarazaga
- Area of Biochemistry and Molecular Biology, OneHealth-UR Research Group, University of La Rioja, 26006 Logroño, Spain; (M.S.P.-H.); (A.C.-B.)
| | - Carmen Torres
- Area of Biochemistry and Molecular Biology, OneHealth-UR Research Group, University of La Rioja, 26006 Logroño, Spain; (M.S.P.-H.); (A.C.-B.)
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Zi P, Fang M, Yang H, Zheng J, Ma N, Liu Q. Characterization of an NDM-1-Producing Citrobacter koseri Isolate from China. Infect Drug Resist 2024; 17:61-67. [PMID: 38205064 PMCID: PMC10778185 DOI: 10.2147/idr.s435771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 12/21/2023] [Indexed: 01/12/2024] Open
Abstract
Purpose The continuous rise in carbapenemase-producing Enterobacteriaceae infections is a major public health concern. However, there is limited information available on New Delhi metallo-β-lactamase-1 (NDM-1) producing Citrobacter koseri. In this study, we isolated a blaNDM-1-carrying C. koseri from a stool sample of an inpatient. Our aim was to investigate the phenotypic and genomic features of this clinically derived carbapenem-resistant C. koseri isolate and to characterize the transmission pattern of the IncFII/IncN plasmid that carries the blaNDM-1 gene. Methods and Results S1-PFGE, Southern blot and conjugation assay confirmed the presence of blaNDM-1 gene in a conjugative plasmid. C. koseri L2395 and transconjugant L2395-EC600 strains showed similar resistance spectrum. Whole-genome analysis revealed that pL2395_NDM is an IncFII/IncN plasmid with a length of 67,839 bp. Moreover, blaNDM-1 gene was found encoded in the ISKpn19-blaNDM-1-ble-tnpF-dsbD-cutA-ISKpn19 cassette array. Phylogenetic analysis revealed that strain L2395 was close to an IMP-4-bearing C. koseri from Australia. Conclusion Ongoing surveillance will be essential to control and prevent the spread of carbapenem-resistant Citrobacter spp. in the future.
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Affiliation(s)
- Panpan Zi
- Department of Critical Care Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, People’s Republic of China
| | - Ming Fang
- Institute for Infection Disease Control, Shandong Center for Disease Control and Prevention, Jinan, People’s Republic of China
| | - Hongfu Yang
- Department of Critical Care Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, People’s Republic of China
| | - Jiahao Zheng
- Institute of Animal Quarantine, Chinese Academy of Inspection and Quarantine, Beijing, People’s Republic of China
| | - Ning Ma
- Department of Critical Care Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, People’s Republic of China
| | - Qilong Liu
- Department of Critical Care Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, People’s Republic of China
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Mattioni Marchetti V, Hrabak J, Bitar I. Fosfomycin resistance mechanisms in Enterobacterales: an increasing threat. Front Cell Infect Microbiol 2023; 13:1178547. [PMID: 37469601 PMCID: PMC10352792 DOI: 10.3389/fcimb.2023.1178547] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 05/31/2023] [Indexed: 07/21/2023] Open
Abstract
Antimicrobial resistance is well-known to be a global health and development threat. Due to the decrease of effective antimicrobials, re-evaluation in clinical practice of old antibiotics, as fosfomycin (FOS), have been necessary. FOS is a phosphonic acid derivate that regained interest in clinical practice for the treatment of complicated infection by multi-drug resistant (MDR) bacteria. Globally, FOS resistant Gram-negative pathogens are raising, affecting the public health, and compromising the use of the antibiotic. In particular, the increased prevalence of FOS resistance (FOSR) profiles among Enterobacterales family is concerning. Decrease in FOS effectiveness can be caused by i) alteration of FOS influx inside bacterial cell or ii) acquiring antimicrobial resistance genes. In this review, we investigate the main components implicated in FOS flow and report specific mutations that affect FOS influx inside bacterial cell and, thus, its effectiveness. FosA enzymes were identified in 1980 from Serratia marcescens but only in recent years the scientific community has started studying their spread. We summarize the global epidemiology of FosA/C2/L1-2 enzymes among Enterobacterales family. To date, 11 different variants of FosA have been reported globally. Among acquired mechanisms, FosA3 is the most spread variant in Enterobacterales, followed by FosA7 and FosA5. Based on recently published studies, we clarify and represent the molecular and genetic composition of fosA/C2 genes enviroment, analyzing the mechanisms by which such genes are slowly transmitting in emerging and high-risk clones, such as E. coli ST69 and ST131, and K. pneumoniae ST11. FOS is indicated as first line option against uncomplicated urinary tract infections and shows remarkable qualities in combination with other antibiotics. A rapid and accurate identification of FOSR type in Enterobacterales is difficult to achieve due to the lack of commercial phenotypic susceptibility tests and of rapid systems for MIC detection.
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Affiliation(s)
- Vittoria Mattioni Marchetti
- Department of Microbiology, Faculty of Medicine, University Hospital in Pilsen, Charles University, Pilsen, Czechia
- Biomedical Center, Faculty of Medicine, Charles University, Pilsen, Czechia
- Unit of Microbiology and Clinical Microbiology, Department of Clinical-Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy
| | - Jaroslav Hrabak
- Department of Microbiology, Faculty of Medicine, University Hospital in Pilsen, Charles University, Pilsen, Czechia
- Biomedical Center, Faculty of Medicine, Charles University, Pilsen, Czechia
| | - Ibrahim Bitar
- Department of Microbiology, Faculty of Medicine, University Hospital in Pilsen, Charles University, Pilsen, Czechia
- Biomedical Center, Faculty of Medicine, Charles University, Pilsen, Czechia
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Gupta RK, Singh AK, Bajaj A, Khardenavis AA, Purohit HJ. Phylogenomic analysis of Citrobacter sp. strain AAK_AS5 and its metabolic capabilities to support nitrogen removal behavior. J Basic Microbiol 2023; 63:359-376. [PMID: 36453555 DOI: 10.1002/jobm.202200323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 09/02/2022] [Accepted: 10/22/2022] [Indexed: 12/03/2022]
Abstract
Despite the ubiquity of the genus Citrobacter in clinical, industrial, and environmental scenarios, a large number of Citrobacter strains have not been explored at the genome-scale level. In this study, accurate taxonomic assignment of strain AAK_AS5 isolated from activated sludge was achieved by in-silico genomic comparison using Overall Genome-based Relatedness Indices (ANI(OAT): 97.55%, ANIb:97.28%, and ANIm: 97.83%) that indicated its closest identity to the related strain Citrobacter portucalensis A60T . Results were consistent with a digital DNA-DNA hybridization value of 80% with C. portucalensis A60T which was greater than the species boundary value >70% for delineating closely related bacterial species. Gene mining through Kyoto Encyclopedia of Genes and Genomes (KEGG), and annotation using rapid annotation subsystem technology (RAST) revealed the notable gene contents for nitrogen metabolism and other pathways associated with nitrate/nitrite ammonification (28 genes), ammonia assimilation (22 genes), and denitrification pathways (14 genes). Furthermore, the strain AAK_AS5 also exhibited a high soluble chemical oxygen demand (sCOD), NH4 + -N, and NO3 - -N removal efficiency of 91.4%, 90%, and 93.6%, respectively thus validating its genetic capability for utilizing both (NH4 )2 SO4 and KNO3 as the nitrogen source. The study provided deeper insights into the phylogenomics and the genetic potential of Citrobacter, sp. strain AAK AS5 associated with nitrogen metabolism thus signifying the potential application of the isolate for treating nitrogen-rich wastewaters.
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Affiliation(s)
- Rakesh K Gupta
- Environmental Biotechnology and Genomics Division (EBGD), CSIR-National Environmental Engineering Research Institute (NEERI), Nagpur, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Ashish K Singh
- Environmental Biotechnology and Genomics Division (EBGD), CSIR-National Environmental Engineering Research Institute (NEERI), Nagpur, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Abhay Bajaj
- Environmental Biotechnology and Genomics Division (EBGD), CSIR-National Environmental Engineering Research Institute (NEERI), Nagpur, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Anshuman A Khardenavis
- Environmental Biotechnology and Genomics Division (EBGD), CSIR-National Environmental Engineering Research Institute (NEERI), Nagpur, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Hemant J Purohit
- Environmental Biotechnology and Genomics Division (EBGD), CSIR-National Environmental Engineering Research Institute (NEERI), Nagpur, India
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Azuma T, Uchiyama T, Zhang D, Usui M, Hayashi T. Distribution and characteristics of carbapenem-resistant and extended-spectrum β-lactamase (ESBL) producing Escherichia coli in hospital effluents, sewage treatment plants, and river water in an urban area of Japan. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 839:156232. [PMID: 35623520 DOI: 10.1016/j.scitotenv.2022.156232] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 05/21/2022] [Accepted: 05/22/2022] [Indexed: 06/15/2023]
Abstract
Occurrence of profiles of the carbapenem-resistant Escherichia coli (CRE-E) and extended-spectrum β-lactamase (ESBL)-producing Escherichia coli (ESBL-E) in an urban river in a sub-catchment of the Yodo River Basin, one of the representative water systems of Japan was investigated. We conducted seasonal and year-round surveys for the antimicrobial-resistant bacteria (AMRB) and antimicrobial-resistance genes (AMRGs) in hospital effluents, sewage treatment plant (STP) wastewater, and river water; subsequently, contributions to wastewater discharge into the rivers were estimated by analyses based on the mass flux. Furthermore, the characteristics of AMRB in the water samples were evaluated on the basis of antimicrobial susceptibility tests. CRE-E and ESBL-E were detected in all water samples with mean values 11 and 1900 CFU/mL in the hospital effluent, 58 and 4550 CFU/mL in the STP influent, not detected to 1 CFU/mL in the STP effluent, and 1 and 1 CFU/mL in the STP discharge into the river, respectively. Contributions of the pollution load derived from the STP effluent discharged into the river water were 1 to 21%. The resistome profiles for blaIMP, blaTEM, and blaCTX-M genes in each water sample showed that AMRGs were not completely removed in the wastewater treatment process in the STP, and the relative abundances of blaIMP, blaTEM, and blaCTX-M genes were almost similar (P<0.05). Susceptibility testing of antimicrobial-resistant E. coli isolates showed that CRE-E and ESBL-E detected in wastewaters and river water were linked to the prevalence of AMRB in clinical settings. These results suggest the importance of conducting environmental risk management of AMRB and AMRGs in the river environment. To our knowledge, this is the first detailed study that links the medical environment to CRE-E and ESBL-E for evaluating the AMRB and AMRGs in hospital effluents, STP wastewater, and river water at the basin scale on the basis of mass flux as well as the contributions of CRE-E and ESBL-E to wastewater discharge into the river.
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Affiliation(s)
- Takashi Azuma
- Department of Pharmacy, Osaka Medical and Pharmaceutical University, 4-20-1 Nasahara, Takatsuki, Osaka 569-1094, Japan.
| | - Tomoharu Uchiyama
- Food Microbiology and Food Safety, Department of Health and Environmental Sciences, School of Veterinary Medicine, Rakuno Gakuen University, 582 Midorimachi, Bunkyodai, Ebetsu, Hokkaido 069-8501, Japan
| | - Dongsheng Zhang
- Food Microbiology and Food Safety, Department of Health and Environmental Sciences, School of Veterinary Medicine, Rakuno Gakuen University, 582 Midorimachi, Bunkyodai, Ebetsu, Hokkaido 069-8501, Japan
| | - Masaru Usui
- Food Microbiology and Food Safety, Department of Health and Environmental Sciences, School of Veterinary Medicine, Rakuno Gakuen University, 582 Midorimachi, Bunkyodai, Ebetsu, Hokkaido 069-8501, Japan
| | - Tetsuya Hayashi
- Department of Pharmacy, Osaka Medical and Pharmaceutical University, 4-20-1 Nasahara, Takatsuki, Osaka 569-1094, Japan; Faculty of Human Development, Department of Food and Nutrition Management Studies, Soai University, 4-4-1 Nankonaka, Osaka Suminoeku, Osaka 559-0033, Japan
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7
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OUP accepted manuscript. J Antimicrob Chemother 2022; 77:1286-1295. [DOI: 10.1093/jac/dkac061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 02/01/2022] [Indexed: 11/14/2022] Open
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8
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Yue Q, Zhang Q, Wang Y, He X, Ding K, Wang X, Xi H, Wang L, Zhang Y, Wu C. Complete genome sequencing and comparative analysis of Citrobacter koseri CKNJ, a strain isolated from patient with endogenous endophthalmitis. Jpn J Infect Dis 2021; 75:148-155. [PMID: 34470967 DOI: 10.7883/yoken.jjid.2021.334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Citrobacter koseri is an opportnistic pathogen can cause a variety of diseases. Though the mortality rate of C. koseri infections is high but there is a paucity of clinical information on them. Furthermore, the genomic features of this species are poorly studied. Herein, we presented a patient with endogenous endophthalmitis secondary to septicaemia, and collected a C. koseri isolate, CKNJ, from the blood of the patient. Whole genome sequencing revealed that the CKNJ harbors no plasmid and codes for 67 putative virulence factors. Whole genome SNP-based phylogenetic analysis revealed that strain CKNJ was close to the strains with same isolation sites. Compared to the other sequenced C. koseri chromosomes, CKNJ contains several strain-variable regions, including one prophage and two large genomic islands. The sequencing of the first complete genome of a clinical strain from China should reinforce our understanding of the genomic features and pathogenicity of this invasive infection-causing C. koseri with clinical significance.
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Affiliation(s)
- Qiaoyan Yue
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, China.,Department of Infectious Diseases, the Nanjing Hospital of Chinese Medicine affiliated to Nanjing University of Chinese Medicine, China
| | - Qiyue Zhang
- Department of Infectious Diseases, the Nanjing Hospital of Chinese Medicine affiliated to Nanjing University of Chinese Medicine, China
| | - Yueqin Wang
- Department of Infectious Diseases, the Nanjing Hospital of Chinese Medicine affiliated to Nanjing University of Chinese Medicine, China
| | - Xiaoju He
- Department of Infectious Diseases, the Nanjing Hospital of Chinese Medicine affiliated to Nanjing University of Chinese Medicine, China
| | - Kang Ding
- National Center of Colorectal Surgery, Jiangsu Integrate Colorectal Oncology Center, the Nanjing Hospital of Chinese Medicine affiliated to Nanjing University of Chinese Medicine, China
| | - Xiaofeng Wang
- National Center of Colorectal Surgery, Jiangsu Integrate Colorectal Oncology Center, the Nanjing Hospital of Chinese Medicine affiliated to Nanjing University of Chinese Medicine, China
| | - Haiyan Xi
- Department of Medical Laboratory, the Nanjing Hospital of Chinese Medicine affiliated to Nanjing University of Chinese Medicine, China
| | - Lulu Wang
- Department of Medical Laboratory, the Nanjing Hospital of Chinese Medicine affiliated to Nanjing University of Chinese Medicine, China
| | - Yanliang Zhang
- Department of Infectious Diseases, the Nanjing Hospital of Chinese Medicine affiliated to Nanjing University of Chinese Medicine, China
| | - Chao Wu
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, China
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Ya-Jun W, Tian-Jing C, Jin-Shou L, Yun-Mei S, Wang Z. The influence of electrode spacing on the performance of bioretention cell coupled with MFC. ROYAL SOCIETY OPEN SCIENCE 2021; 8:202024. [PMID: 34386245 PMCID: PMC8334848 DOI: 10.1098/rsos.202024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 07/05/2021] [Indexed: 06/13/2023]
Abstract
In order to explore the influence of electrode spacing on the performance of the enhanced bioretention system, four bioretention cells with microbial fuel cell (BRC-MFC) systems with different electrode spacing were designed, and the effect of electrode spacing on system performance was revealed by analysing its water treatment capacity and electricity production efficiency. The results showed that BRC-MFC had good water treatment capacity and could produce electricity simultaneously. Compared with other BRC-MFC systems with spacing, the BRC3 system (with an electrode spacing of 30 cm) had significant water treatment capacity under different organic loads, especially under high organic load (C/N = 10) operation, COD removal rate was as high as 98.49%,NH 4 + - N removal rate was as high as 97%, and it had a higher output voltage of 170.46 ± 6.17 mV. It could be seen that proper electrode spacing can effectively improve the water treatment capacity of the BRC-MFC system. This study provided a feasible method for improving the performance of the BRC-MFC system, and revealed the relevant mechanism. A proper electrode spacing with sufficient carbon sources could effectively improve the water treatment capacity of the BRC-MFC system.
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Affiliation(s)
- Wang Ya-Jun
- School of Civil Engineering, Lanzhou University of Technology, 287 Langongping, Lanzhou 730050, People's Republic of China
| | - Chen Tian-Jing
- School of Civil Engineering, Lanzhou University of Technology, 287 Langongping, Lanzhou 730050, People's Republic of China
| | - Li Jin-Shou
- School of Civil Engineering, Lanzhou University of Technology, 287 Langongping, Lanzhou 730050, People's Republic of China
| | - Si Yun-Mei
- College of Earth and Environmental Science, Lanzhou University, Lanzhou 730000, People's Republic of China
| | - ZhaoYang Wang
- College of Earth and Environmental Science, Lanzhou University, Lanzhou 730000, People's Republic of China
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