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Yusim EJ, Zarecki R, Medina S, Carmi G, Mousa S, Hassanin M, Ronen Z, Wu Z, Jiang J, Baransi-Karkaby K, Avisar D, Sabbah I, Yanuka-Golub K, Freilich S. Integrated use of electrochemical anaerobic reactors and genomic based modeling for characterizing methanogenic activity in microbial communities exposed to BTEX contamination. ENVIRONMENTAL RESEARCH 2025; 268:120691. [PMID: 39746623 DOI: 10.1016/j.envres.2024.120691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Revised: 12/03/2024] [Accepted: 12/22/2024] [Indexed: 01/04/2025]
Abstract
In soil polluted with benzene, toluene, ethylbenzene, and xylenes (BTEX), oxygen is rapidly depleted by aerobic respiration, creating a redox gradient across the plume. Under anaerobic conditions, BTEX biodegradation is then coupled with fermentation and methanogenesis. This study aimed to characterize this multi-step process, focusing on the interactions and functional roles of key microbial groups involved. A reactor system, comprising an Anaerobic Bioreactor (AB) and two Microbial Electrolysis Cell (MEC) chambers, designed to represent different spatial zones along the redox gradient, operated for 160 days with intermittent exposure to BTEX. The functional differentiation of each chamber was reflected by the gas emission profiles: 50%, 12% and 84% methane in the AB, anode and cathode chambers, respectively. The taxonomic profiling, assessed using 16S amplicon sequencing, led to the identification chamber-characteristic taxonomic groups. To translate the taxonomic shift into a functional shift, community dynamics was transformed into a simulative platform based on genome scale metabolic models constructed for 21 species that capture both key functionalities and taxonomies. Representatives include BTEX degraders, fermenters, iron reducers acetoclastic and hydrogenotrophic methanogens. Functionality was inferred according to the identification of the functional gene bamA as a biomarker for anaerobic BTEX degradation, taxonomy and literature support. Comparison of the predicted performances of the reactor-specific communities confirmed that the simulation successfully captured the experimentally recorded functional variation. Variations in the predicted exchange profiles between chambers capture reported and novel competitive and cooperative interactions between methanogens and non-methanogens. Examples include the exchange profiles of hypoxanthine (HYXN) and acetate between fermenters and methanogens, suggesting mechanisms underlying the supportive/repressive effect of taxonomic divergence on methanogenesis. Hence, the platform represents a pioneering attempt to capture the full spectrum of community activity in methanogenic hydrocarbon biodegradation while supporting the future design of optimization strategies.
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Affiliation(s)
- Evgenia Jenny Yusim
- The Galilee Society Institute of Applied Research, Shefa-Amr, 20200, Israel; Newe Ya'ar Research Center, Agricultural Research Organization, P.O. Box 1021, Ramat Yishay 30095, Israel; The Water Research Center, The Porter School of Environment and Earth Sciences, Faculty of Exact Sciences, Tel Aviv University, Tel Aviv, 66978, Israel.
| | - Raphy Zarecki
- Newe Ya'ar Research Center, Agricultural Research Organization, P.O. Box 1021, Ramat Yishay 30095, Israel
| | - Shlomit Medina
- Newe Ya'ar Research Center, Agricultural Research Organization, P.O. Box 1021, Ramat Yishay 30095, Israel
| | - Gon Carmi
- Bioinformatics Unit, Institute of Plant Sciences, Newe Ya'ar Research Center, Agricultural Research Organization (ARO) - Volcani Institute, Ramat Yishay, Israel
| | - Sari Mousa
- The Galilee Society Institute of Applied Research, Shefa-Amr, 20200, Israel
| | - Mahdi Hassanin
- The Galilee Society Institute of Applied Research, Shefa-Amr, 20200, Israel
| | - Zeev Ronen
- Department of Environmental Hydrology and Microbiology, The Zuckerberg Institute for Water Research, Ben-Gurion University of the Negev, Sede-Boqer Campus, Sede-Boqer 8499000, Israel
| | - Zhiming Wu
- Department of Microbiology, College of Life Sciences, Key Laboratory of Agricultural and Environmental Microbiology, Ministry of Agriculture and Rural Affairs, Nanjing Agricultural University, Nanjing 210095, China
| | - Jiandong Jiang
- Department of Microbiology, College of Life Sciences, Key Laboratory of Agricultural and Environmental Microbiology, Ministry of Agriculture and Rural Affairs, Nanjing Agricultural University, Nanjing 210095, China
| | - Katie Baransi-Karkaby
- The Galilee Society Institute of Applied Research, Shefa-Amr, 20200, Israel; School of Environmental Sciences, University of Haifa, Haifa 3498838, Israel
| | - Dror Avisar
- The Water Research Center, The Porter School of Environment and Earth Sciences, Faculty of Exact Sciences, Tel Aviv University, Tel Aviv, 66978, Israel
| | - Isam Sabbah
- The Galilee Society Institute of Applied Research, Shefa-Amr, 20200, Israel; Department of Biotechnology Engineering, Braude College of Engineering, Karmiel, Israel
| | - Keren Yanuka-Golub
- The Galilee Society Institute of Applied Research, Shefa-Amr, 20200, Israel
| | - Shiri Freilich
- Newe Ya'ar Research Center, Agricultural Research Organization, P.O. Box 1021, Ramat Yishay 30095, Israel.
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Miller DV, Rauch BJ, Harich K, Xu H, Perona JJ, White RH. Promiscuity of methionine salvage pathway enzymes in Methanocaldococcus jannaschii. MICROBIOLOGY-SGM 2018; 164:969-981. [PMID: 29877790 DOI: 10.1099/mic.0.000670] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The methionine salvage pathway (MSP) is critical for regeneration of S-adenosyl-l-methionine (SAM), a widely used cofactor involved in many essential metabolic reactions. The MSP has been completely elucidated in aerobic organisms, and found to rely on molecular oxygen. Since anaerobic organisms do not use O2, an alternative pathway(s) must be operating. We sought to evaluate whether the functions of two annotated MSP enzymes from Methanocaldococcus jannaschii, a methylthioinosine phosphorylase (MTIP) and a methylthioribose 1-phosphate isomerase (MTRI), are consistent with functioning in a modified anaerobic MSP (AnMSP). We show here that recombinant MTIP is active with six different purine nucleosides, consistent with its function as a general purine nucleoside phosphorylase for both AnMSP and purine salvage. Recombinant MTRI is active with both 5-methylthioribose 1-phosphate and 5-deoxyribose 1-phosphate as substrates, which are generated from phosphororolysis of 5'-methylthioinosine and 5'-deoxyinosine by MTIP, respectively. Together, these data suggest that MTIP and MTRI may function in a novel pathway for recycling the 5'-deoxyadenosine moiety of SAM in M. jannaschii. These enzymes may also enable biosynthesis of 6-deoxy-5-ketofructose 1-phosphate (DKFP), an essential intermediate in aromatic amino acid biosynthesis. Finally, we utilized a homocysteine auxotrophic strain of Methanosarcina acetivorans Δma1821-22Δoahs (HcyAux) to identify potential AnMSP intermediates in vivo. Growth recovery experiments of the M. acetivorans HcyAux were performed with known and proposed intermediates for the AnMSP. Only one metabolite, 2-keto-(4-methylthio)butyric acid, rescued growth of M. acetivorans HcyAux in the absence of homocysteine. This observation may indicate that AnMSP pathways substantially differ among methanogens from phylogenetically divergent genera.
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Affiliation(s)
- Danielle V Miller
- Department of Biochemistry, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA.,Present address: Department of Chemistry, Pennsylvania State University, University Park, PA, USA
| | - Benjamin J Rauch
- Department of Chemistry, Portland State University, Portland, OR, USA.,Present address: Zymergen, Inc., 1650 65th Street, Emeryville, CA 94608, USA
| | - Kim Harich
- Department of Biochemistry, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | - Huimin Xu
- Department of Biochemistry, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | - John J Perona
- Department of Chemistry, Portland State University, Portland, OR, USA.,Department of Biochemistry and Molecular Biology, Oregon Health and Science University, Portland, OR, USA
| | - Robert H White
- Department of Biochemistry, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
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