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Begmatov S, Beletsky AV, Dorofeev AG, Pimenov NV, Mardanov AV, Ravin NV. Metagenomic insights into the wastewater resistome before and after purification at large‑scale wastewater treatment plants in the Moscow city. Sci Rep 2024; 14:6349. [PMID: 38491069 PMCID: PMC10942971 DOI: 10.1038/s41598-024-56870-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 03/12/2024] [Indexed: 03/18/2024] Open
Abstract
Wastewater treatment plants (WWTPs) are considered to be hotspots for the spread of antibiotic resistance genes (ARGs). We performed a metagenomic analysis of the raw wastewater, activated sludge and treated wastewater from two large WWTPs responsible for the treatment of urban wastewater in Moscow, Russia. In untreated wastewater, several hundred ARGs that could confer resistance to most commonly used classes of antibiotics were found. WWTPs employed a nitrification/denitrification or an anaerobic/anoxic/oxic process and enabled efficient removal of organic matter, nitrogen and phosphorus, as well as fecal microbiota. The resistome constituted about 0.05% of the whole metagenome, and after water treatment its share decreased by 3-4 times. The resistomes were dominated by ARGs encoding resistance to beta-lactams, macrolides, aminoglycosides, tetracyclines, quaternary ammonium compounds, and sulfonamides. ARGs for macrolides and tetracyclines were removed more efficiently than beta-lactamases, especially ampC, the most abundant ARG in the treated effluent. The removal efficiency of particular ARGs was impacted by the treatment technology. Metagenome-assembled genomes of multidrug-resistant strains were assembled both for the influent and the treated effluent. Ccomparison of resistomes from WWTPs in Moscow and around the world suggested that the abundance and content of ARGs depend on social, economic, medical, and environmental factors.
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Affiliation(s)
- Shahjahon Begmatov
- Institute of Bioengineering, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prosp, bld. 33‑2, Moscow, Russia, 119071.
| | - Alexey V Beletsky
- Institute of Bioengineering, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prosp, bld. 33‑2, Moscow, Russia, 119071
| | - Alexander G Dorofeev
- Winogradsky Institute of Microbiology, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prosp, bld. 33‑2, Moscow, Russia, 119071
| | - Nikolai V Pimenov
- Winogradsky Institute of Microbiology, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prosp, bld. 33‑2, Moscow, Russia, 119071
| | - Andrey V Mardanov
- Institute of Bioengineering, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prosp, bld. 33‑2, Moscow, Russia, 119071
| | - Nikolai V Ravin
- Institute of Bioengineering, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prosp, bld. 33‑2, Moscow, Russia, 119071.
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Begmatov S, Dorofeev AG, Kadnikov VV, Beletsky AV, Pimenov NV, Ravin NV, Mardanov AV. The structure of microbial communities of activated sludge of large-scale wastewater treatment plants in the city of Moscow. Sci Rep 2022; 12:3458. [PMID: 35236881 PMCID: PMC8891259 DOI: 10.1038/s41598-022-07132-4] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 02/03/2022] [Indexed: 12/21/2022] Open
Abstract
Microbial communities in wastewater treatment plants (WWTPs) play a key role in water purification. Microbial communities of activated sludge (AS) vary extensively based on plant operating technology, influent characteristics and WWTP capacity. In this study we performed 16S rRNA gene profiling of AS at nine large-scale WWTPs responsible for the treatment of municipal sewage from the city of Moscow, Russia. Two plants employed conventional aerobic process, one plant—nitrification/denitrification technology, and six plants were operated with the University of Cape Town (UCT) anaerobic/anoxic/oxic process. Microbial communities were impacted by the technology and dominated by the Proteobacteria, Bacteroidota and Actinobacteriota. WWTPs employing the UCT process enabled efficient removal of not only organic matter, but also nitrogen and phosphorus, consistently with the high content of ammonia-oxidizing Nitrosomonas sp. and phosphate-accumulating bacteria. The latter group was represented by Candidatus Accumulibacter, Tetrasphaera sp. and denitrifiers. Co-occurrence network analysis provided information on key hub microorganisms in AS, which may be targeted for manipulating the AS stability and performance. Comparison of AS communities from WWTPs in Moscow and worldwide revealed that Moscow samples clustered together indicating that influent characteristics, related to social, cultural and environmental factors, could be more important than a plant operating technology.
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Affiliation(s)
- Shahjahon Begmatov
- Institute of Bioengineering, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prosp, bld. 33-2, Moscow, Russia, 119071
| | - Alexander G Dorofeev
- Winogradsky Institute of Microbiology, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prosp, bld. 33‑2, Moscow, Russia, 119071
| | - Vitaly V Kadnikov
- Institute of Bioengineering, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prosp, bld. 33-2, Moscow, Russia, 119071
| | - Alexey V Beletsky
- Institute of Bioengineering, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prosp, bld. 33-2, Moscow, Russia, 119071
| | - Nikolai V Pimenov
- Winogradsky Institute of Microbiology, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prosp, bld. 33‑2, Moscow, Russia, 119071
| | - Nikolai V Ravin
- Institute of Bioengineering, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prosp, bld. 33-2, Moscow, Russia, 119071.
| | - Andrey V Mardanov
- Institute of Bioengineering, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prosp, bld. 33-2, Moscow, Russia, 119071.
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Kallistovaa AY, Dorofeev AG, Nikolaev YA, Kozlov MN, Kevbrina MV, Pimenov NV. [Role of Anammox Bacteria in Removal of Nitrogen Compounds from Wastewater]. Mikrobiologiia 2016; 85:126-144. [PMID: 27476201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
The review deals with the unique microbial group responsible for anaerobic ammonium oxidation with nitrite (anammox), and with the role of this process in development of the biotechnology for removal of nitrogen compounds from wastewater. The history of the study of this process is briefly related. Up-to date knowledge on the intracellular organization, energy metabolism, growth stoichiometry, and physiology of anammox bacteria is described, and the main methods for cultivation of these microorganisms are characterized. Special attention is paid to the problems associated with practical application of anammox bacteria, which result from their extremely slow growth, the absence of pure cultures, and the interaction with other microbial groups.
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Nikolaev A, Kozlov MN, Kevbrina MV, Dorofeev AG, Pimenov NV, Kallistova AY, Grachev VA, Kazakova EA, Zharkov AV, Kuznetsov BB, Patutina EO, Bumazhkin BK. [Candidatus "Jettenia moscovienalis" sp. nov., a New Species of Bacteria Carrying out Anaerobic Ammonium Oxidation]. Mikrobiologiia 2015; 84:236-243. [PMID: 26263630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
A new species of bacteria oxidizing ammonium with nitrite under anoxic conditions was isolated from the activated sludge of a semi-industrial bioreactor treating digested sludge of the Kuryanovo wastewater treatment plant (Moscow, Russia). Physiological, morphological, and molecular genetic characterization of the isolate was carried out. The cells were ovoid (-0.5 x 0.8 μm), with the intracellular membrane structures characteristic of anammox bacteria (anammoxosome and paryphoplasm); unlike other anammox bacteria, it possessed extensive intracellular membrane structures located in layers parallel to the cytoplasmic membrane, but never close to the anammoxosome. The cells formed aggregates 5-28 μm in diameter and readily attached to solid surfaces. The cells were morphologically labile, easily plasmolyzed, and lost their content. Doubling time was 28 days, μ(max) = 0.025 day(-1); optimal temperature and pH for growth were 20-45 degrees C and 8.0, respectively. Phylogenetic analysis of the 16S rRNA gene sequences suggested its classification as a new species of the candidate genus Jettenia (order Planctomycetales). The name Candidatus "Jettenia moscovienalis" sp. nov. was proposed for the new bacterium.
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Kallistova AI, Pimenov NV, Kozlov MN, Nikolaev IA, Dorofeev AG, Aseeva VG, Grachev VA, Men'ko EV, Berestovskaia II, Nozhevnikova AN, Kevbrina MV. [Microbial composition of the activated sludges of the Moscow wastewater treatment plants]. Mikrobiologiia 2014; 83:615-625. [PMID: 25844473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The contribution of the major technologically important microbial groups (ammonium- and nitrite-oxidizing, phosphate-accumulating, foam-inducing, and anammox bacteria, as well as planctomycetes and methanogenic archaea) was characterized for the aeration tanks of the Moscow wastewater treatment facilities. FISH investigation revealed that aerobic sludges were eubacterial communities; the metabolically active archaea contributed insignificantly. Stage II nitrifying microorganisms and planctomycetes were significant constituents of the bacterial component of activated sludge, with Nitrobacter spp. being the dominant nitrifier. No metabolically active anammox bacteria were revealed in the sludge from aeration tanks. The sludge from the aeration tanks using different wastewater treatment technologies were found to differ in characteristics. Abundance of the nitrifying and phosphate-accumulating bacteria in the sludges generally correlated with microbial activity, in microcosms and with efficiency of nitrogen and phosphorus removal from wastewater. The highest microbial numbers and activity were found in the sludges of the tanks operating according to the technologies developed in the universities of Hanover and Cape Town. The activated sludge from the Novokur yanovo facilities, where abundant growth of filamentous bacteria resulted in foam formation, exhibited the lowest activity The group of foaming bacteria included Gordonia spp. and Acinetobacter spp., utilizing petroleum and motor oils, Sphaerotilus spp. utilizing unsaturated fatty acids, and Candidatus 'Microthrix parvicella'. Thus, the data on abundance and composition of metabolically active microorganisms obtained by FISH may be used for the technological control of wastewater treatment.
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Koxlov MN, Kevbrina MV, Dorofeev AG, Kazakova EA, Grachev VA, Poliakov DI, Aseeva VG, Nikolaev IA. [Lipid composition of activated sludge in a pilot plant for anaerobic ammonium oxidation]. Prikl Biokhim Mikrobiol 2013; 49:481-490. [PMID: 25474871 DOI: 10.7868/s0555109913050061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The lipid composition of the microbial community inhabiting activated sludge in a pilot reactor for the anaerobic oxidation of ammonium (anammox) at the Kur'yanovo Treatment Plant (Moscow) has been studied. The fatty acid composition is mostly based on common fatty acids C14-C18 (95%) with both normal and isomeric structures. The biomass of activated sludge was found to contain lipids with the so-called ladderane substances (ladder alcohols and fatty acids) that are common for anammox bacteria: C20-[3]-ladderane and C20-[5]-ladderane alcohols and C18-and C20-[3]-ladderane and C18- and C20-[5]-ladderane acids. In addition, the native extract contained both simple and compound ethers of the above-mentioned substances with residues of phosphocholine, phosphoethanolamine, and phosphoglycerine. The spectra of the electron impact and tandem mass spectrometry of certain substances have been obtained and published for the first time.
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Panikov NS, Popova NA, Dorofeev AG, Nikolaev IA, Verkhovtseva NV. [Thermophilic bacterium Geobacillus uralicus growth is a function of temperature and pH: a synthetic chemostat model-based kinetic analysis ]. Mikrobiologiia 2003; 72:320-7. [PMID: 12901005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 04/21/2023]
Abstract
The synthetic chemostat model (SCM), originally developed to describe nonstationary growth under widely varying concentrations of the limiting substrate, was modified to account for the effects of nontrophic factors such as temperature and pH. The bacterium Geobacillus uralicus, isolated from an ultradeep well, was grown at temperatures ranging from 40 to 75 degrees C and at pH varying from 5 to 9. The biomass kinetics was reasonably well described by the SCM, including the phase of growth deceleration observed in the first hours after a change in the cultivation temperature. In an early stage of batch growth in a neutral or alkalescent medium, bacterial cells showed reversible attachment to the glass surface of the fermentation vessel. The temperature dependence of the maximum specific growth rate (micron) was fitted using the equation micron = Aexp(lambda T)/[1 + expB[1-C/(T + 273)]], where A, lambda, B, and C are constants. The maximum specific growth rate of 2.7 h-1 (generation time, 15.4 min) was attained on a complex nutrient medium (peptone and yeast extract) at 66.5 degrees C and pH 7.5. On a synthetic mineral medium with glucose, the specific growth rate declined to 1.2 h-1 and the optimal temperature for growth decreased to 62.3 degrees C.
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Affiliation(s)
- N S Panikov
- Institute of Microbiology, Russian Academy of Sciences, pr. 60-letiya Oktyabrya 7 k. 2., Moscow, 117312 Russia
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Panikov NS, Belova SE, Dorofeev AG. [Nonlinearity in the growth of bacterial colonies: conditions and causes]. Mikrobiologiia 2002; 71:59-65. [PMID: 11910809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
The universally recognized kinetic model of colony growth, introduced by Pirt, predicts a linear increase of colony size. The linearity follows from the assumption that the colony expands through the growth of only such cells that are located immediately behind the moving colony front, in the so-called peripheral zone of constant width and density. In this work, Pirt's model was tested on two bacteria--Alcaligenes sp. and Pseudomonas fluorescens--having markedly distinct cultural properties and grown on agarized medium with pyruvate. The colony size dynamics was followed for different densities of the inoculum, ranging from a single cell to a microdroplet of bacterial suspension (10(5)-10(6) cells), and for different depths of the agar layer, determining the amount of available substrate. A linear growth mode was observed only with P. fluorescens and only in the case of growth from a microdroplet. When originating from a single cell, colonies of both organisms displayed nonlinear growth with a distinct peak of Kr (the rate of colony radius increase) occurring after 2-3 days of growth. The growth of P. fluorescens colonies showed virtually no dependence on the depth of the agarized medium, whereas the rate of colony size increase of Alcaligenes sp. turned out to be directly related to the medium layer thickness. The departure from linearity is consistently explained by a new kinetic chart stipulating a possible contribution to the colony growth not only of peripheral cells but also (much more distinct in Alcaligenes) of cells at the colony center. The colony growth dynamics is determined not only by the concentration of the limiting substrate but also by the amount of autoinhibitor, the synthesis of which is governed by age of cells. The distinctions of growth from a single cell and microdroplet could also originate as a result of dissociation into the R- and S-forms and competition between the corresponding subpopulations for oxygen and the common substrate.
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Affiliation(s)
- N S Panikov
- Institute of Microbiology, Russian Academy of Sciences, pr. 60-letiya Oktyabrya 7 k. 2., Moscow, 117312 Russia
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Belova SE, Dorofeev AG, Panikov NS. [Growth and substrate utilization by bacterial lawn on the agar surface: experiment and one-dimensional distributed model]. Mikrobiologiia 1996; 65:790-5. [PMID: 9102555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Cell mass dynamics of the lawns formed by Pseudomonas fluorescens and Alcaligenes sp. and the distribution profiles of the residual substrate in the agar layer were monitored. After one or two days of culturing, the concentration of pyruvate in the top agar layer adjacent to the lawn dropped below the level of detection, and, from this moment, the substrate was supplied to the lawn by diffusion from underlying agar layers. Diffusion of pyruvate in noninoculated bilayered agar was found to follow Fick's equation with the diffusion coefficient of 0.042 cm2/h. A distributed mathematical model adequately describing the growth of bacterial lawn was developed based on the diffusion equation and the Monod-Herbert kinetic model. Notable distinctions between the two cultures studied were revealed: pseudomonads had higher growth and death rates than Alcaligenes sp. and exhibited a greater affinity for the substrate.
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Dorofeev AG, Panikov NS. [Quantitative description of microbial growth in a batch culture depending on the physiologic state of inocula]. Mikrobiologiia 1991; 60:652-60. [PMID: 1770867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
The dynamics of biomass production and the respiration rate of five microorganisms grown as batch cultures were studied in detail. Cell suspensions with a known physiological state, i.e. chemostat cultures grown at a particular D value, as well as quasi steady-state populations cultivated with slow feeding and long energy-source starvation were used as inocula. The microorganisms were arbitrary subdivided into two groups. The biomass of Pseudomonas fluorescens, Bacillus subtilis and Debaryomyces formicarius accumulated smoothly with a monotonic rise of the specific growth rate to the upper level of microns. A distinct inverse correlation was established between the duration of the lag phase and the specific growth rate of the inoculum. Arthrobacter globiformis and Lipomyces tetrasporus were characterised by biphase growth referred to as false diauxia: glucose was accumulated without its oxidation during the first phase, and actual growth (just as in the first group of microorganism) occurred during the second phase. Most of the results are satisfactorily described by a simplified modification of the synthetic chemostat model.
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Dorofeev AG, Bondarenko TF, Zviagintsev DG, Panikov NS. [Growth kinetics of microorganisms with various ecological strategies in a dialysis culture at low specific growth rates]. Mikrobiologiia 1984; 53:271-4. [PMID: 6429490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
A dialysis culture was found to be most suitable for studying the metabolism of microorganisms at a low specific growth rate. The biomass of all microorganisms studied in the dialysis culture increased with time in a linear fashion; hence, the energy spent for growth decreased in proportion to a decrease in the specific growth rate. Microorganisms growing in oligotrophous environment (Arthrobacter globiformis and Lipomyces tetrasporus ) spent much less energy comparing to microorganisms from eutrophic habitats (Pseudomonas fluorescens and Debaryomyces formicarius ).
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Strel'nikov BE, Dolgunov MN, Dorofeev AG. [Penetrating wounds of the stomach in peacetime]. Voen Med Zh 1970; 6:28-9. [PMID: 5494716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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