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Nikaidou Y, Guo Y, Taguchi M, Chohnan S, Nishizawa T, Kurusu Y. Complete genome sequence of Pseudoalteromonas sp. PS1M3, a psychrotrophic bacterium isolated from deep-sea sediment off the Boso Peninsula, Japan Trench. Mar Genomics 2023; 69:101028. [PMID: 37100529 DOI: 10.1016/j.margen.2023.101028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 03/16/2023] [Accepted: 03/17/2023] [Indexed: 03/29/2023]
Abstract
Herein, we report the complete genome sequence of Pseudoalteromonas sp. PS1M3 (= NCBI 87791), which is a psychrotrophic bacterium that inhabits in seabed off the Boso Peninsula, Japan Trench. Analysis of the genomic sequence revealed that PS1M3 possesses 2 circular chromosomal DNAs and 2 circular plasmid DNAs. The genome of PS1M3 had a total size of 4,351,630 bp, an average GC content of 39.9%, and contained a total of 3811 predicted protein coding sequences, 28 rRNAs, and 100 tRNAs. The Kyoto Encyclopedia of Genes and Genomes (KEGG) was utilized to annotate the genes and KofamKOALA within KEGG assigned a gene cluster involved in glycogen biosynthesis and metabolic pathways with regard to heavy metal resistance (copper; cop and mercury; mer), indicating that PS1M3 can potentially use a stored glycogen as an energy source under oligotrophic environment and cope with multi-heavy metal contamination. To assess available genome relatedness indices, whole-genome average nucleotide identity analysis was examined using the complete genome sequences of Pseudoalteromonas spp., showing that 67.29-97.40% sequence similarity with PS1M3. This study may be useful in understanding the roles of a psychrotrophic Pseudoalteromonas in cold deep-sea sediment adaptation mechanisms.
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Riccardi C, Koper P, Innocenti G, diCenzo GC, Fondi M, Mengoni A, Perrin E. Independent origins and evolution of the secondary replicons of the class Gammaproteobacteria. Microb Genom 2023; 9. [PMID: 37185344 DOI: 10.1099/mgen.0.001025] [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: 05/17/2023] Open
Abstract
Multipartite genomes, consisting of more than one replicon, have been found in approximately 10 % of bacteria, many of which belong to the phylum Proteobacteria. Many aspects of their origin and evolution, and the possible advantages related to this type of genome structure, remain to be elucidated. Here, we performed a systematic analysis of the presence and distribution of multipartite genomes in the class Gammaproteobacteria, which includes several genera with diverse lifestyles. Within this class, multipartite genomes are mainly found in the order Alteromonadales (mostly in the genus Pseudoalteromonas) and in the family Vibrionaceae. Our data suggest that the emergence of secondary replicons in Gammaproteobacteria is rare and that they derive from plasmids. Despite their multiple origins, we highlighted the presence of evolutionary trends such as the inverse proportionality of the genome to chromosome size ratio, which appears to be a general feature of bacteria with multipartite genomes irrespective of taxonomic group. We also highlighted some functional trends. The core gene set of the secondary replicons is extremely small, probably limited to essential genes or genes that favour their maintenance in the genome, while the other genes are less conserved. This hypothesis agrees with the idea that the primary advantage of secondary replicons could be to facilitate gene acquisition through horizontal gene transfer, resulting in replicons enriched in genes associated with adaptation to different ecological niches. Indeed, secondary replicons are enriched both in genes that could promote adaptation to harsh environments, such as those involved in antibiotic, biocide and metal resistance, and in functional categories related to the exploitation of environmental resources (e.g. carbohydrates), which can complement chromosomal functions.
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Affiliation(s)
- Christopher Riccardi
- Department of Biology, University of Florence, Via Madonna del Piano 6, 50019, Sesto Fiorentino (FI), Italy
| | - Piotr Koper
- Department of Biology, University of Florence, Via Madonna del Piano 6, 50019, Sesto Fiorentino (FI), Italy
- Department of Genetics and Microbiology, Maria Curie-Skłodowska University, Akademicka 19, 20-033, Lublin, Poland
| | - Gabriel Innocenti
- Department of Biology, University of Florence, Via Madonna del Piano 6, 50019, Sesto Fiorentino (FI), Italy
- Center for Cancer Research, Medical University of Vienna, Vienna, Austria
| | - George C diCenzo
- Department of Biology, Queen's University, 116 Barrie Street, Kingston, Ontario, K7L 3N6, Canada
| | - Marco Fondi
- Department of Biology, University of Florence, Via Madonna del Piano 6, 50019, Sesto Fiorentino (FI), Italy
| | - Alessio Mengoni
- Department of Biology, University of Florence, Via Madonna del Piano 6, 50019, Sesto Fiorentino (FI), Italy
| | - Elena Perrin
- Department of Biology, University of Florence, Via Madonna del Piano 6, 50019, Sesto Fiorentino (FI), Italy
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Ayala-Ortiz C, Graf-Grachet N, Freire-Zapata V, Fudyma J, Hildebrand G, AminiTabrizi R, Howard-Varona C, Corilo YE, Hess N, Duhaime MB, Sullivan MB, Tfaily MM. MetaboDirect: an analytical pipeline for the processing of FT-ICR MS-based metabolomic data. MICROBIOME 2023; 11:28. [PMID: 36803638 PMCID: PMC9936664 DOI: 10.1186/s40168-023-01476-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 01/24/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Microbiomes are now recognized as the main drivers of ecosystem function ranging from the oceans and soils to humans and bioreactors. However, a grand challenge in microbiome science is to characterize and quantify the chemical currencies of organic matter (i.e., metabolites) that microbes respond to and alter. Critical to this has been the development of Fourier transform ion cyclotron resonance mass spectrometry (FT-ICR MS), which has drastically increased molecular characterization of complex organic matter samples, but challenges users with hundreds of millions of data points where readily available, user-friendly, and customizable software tools are lacking. RESULTS Here, we build on years of analytical experience with diverse sample types to develop MetaboDirect, an open-source, command-line-based pipeline for the analysis (e.g., chemodiversity analysis, multivariate statistics), visualization (e.g., Van Krevelen diagrams, elemental and molecular class composition plots), and presentation of direct injection high-resolution FT-ICR MS data sets after molecular formula assignment has been performed. When compared to other available FT-ICR MS software, MetaboDirect is superior in that it requires a single line of code to launch a fully automated framework for the generation and visualization of a wide range of plots, with minimal coding experience required. Among the tools evaluated, MetaboDirect is also uniquely able to automatically generate biochemical transformation networks (ab initio) based on mass differences (mass difference network-based approach) that provide an experimental assessment of metabolite connections within a given sample or a complex metabolic system, thereby providing important information about the nature of the samples and the set of microbial reactions or pathways that gave rise to them. Finally, for more experienced users, MetaboDirect allows users to customize plots, outputs, and analyses. CONCLUSION Application of MetaboDirect to FT-ICR MS-based metabolomic data sets from a marine phage-bacterial infection experiment and a Sphagnum leachate microbiome incubation experiment showcase the exploration capabilities of the pipeline that will enable the research community to evaluate and interpret their data in greater depth and in less time. It will further advance our knowledge of how microbial communities influence and are influenced by the chemical makeup of the surrounding system. The source code and User's guide of MetaboDirect are freely available through ( https://github.com/Coayala/MetaboDirect ) and ( https://metabodirect.readthedocs.io/en/latest/ ), respectively. Video Abstract.
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Affiliation(s)
| | - Nathalia Graf-Grachet
- Department of Environmental, Science, University of Arizona, Tucson, AZ 85721 USA
- Present address: Roche, Pleasanton, CA 94588 USA
| | | | - Jane Fudyma
- Department of Environmental, Science, University of Arizona, Tucson, AZ 85721 USA
- Present address: University of California, Davis|Department of Plant Pathology, Davis, CA 95616-8751 USA
| | - Gina Hildebrand
- Department of Environmental, Science, University of Arizona, Tucson, AZ 85721 USA
| | - Roya AminiTabrizi
- Department of Environmental, Science, University of Arizona, Tucson, AZ 85721 USA
- Present address: University of Chicago Biological Sciences Division, Metabolomics Platform, Chicago, IL 60637 USA
| | - Cristina Howard-Varona
- Department of Microbiology, Ohio State University, Columbus, OH 43210 USA
- Center of Microbiome Science, Ohio State University, Columbus, OH 43210 USA
| | - Yuri E. Corilo
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA 99354 USA
| | - Nancy Hess
- Present address: University of California, Davis|Department of Plant Pathology, Davis, CA 95616-8751 USA
| | - Melissa B. Duhaime
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI 48109 USA
| | - Matthew B. Sullivan
- Department of Microbiology, Ohio State University, Columbus, OH 43210 USA
- Center of Microbiome Science, Ohio State University, Columbus, OH 43210 USA
- Department of Civil, Environmental, and Geodetic Engineering, Ohio State University, Columbus, OH 43210 USA
| | - Malak M. Tfaily
- Department of Environmental, Science, University of Arizona, Tucson, AZ 85721 USA
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA 99354 USA
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Zhang X, Zhang F, Mi Y, Liu Y, Zheng K, Zhou Y, Jiang T, Wang M, Jiang Y, Guo C, Shao H, He H, He J, Liang Y, Wang M, McMinn A. Characterization and genome analysis of phage AL infecting Pseudoalteromonas marina. Virus Res 2021; 295:198265. [PMID: 33550041 DOI: 10.1016/j.virusres.2020.198265] [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: 07/08/2020] [Revised: 12/11/2020] [Accepted: 12/12/2020] [Indexed: 11/29/2022]
Abstract
Although Pseudoalteromonas is an abundant, ubiquitous, marine algae-associated bacterial genus, there is still little information on their phages. In the present study, a marine phage AL, infecting Pseudoalteromonas marina, was isolated from the coastal waters off Qingdao. The AL phage is a siphovirus with an icosahedral head of 53 ± 1 nm and a non-contractile tail, length of 99 ± 1 nm. A one-step growth curve showed that the latent period was approximately 70 min, the rise period was 50 min, and the burst size was 227 pfu/cell. The genome sequence of this phage is a 33,582 bp double-stranded DNA molecule with a GC content of 40.1 %, encoding 52 open reading frames (ORFs). The order of the functional genes, especially those related to the structure module, is highly conserved and basically follows the common pattern used by siphovirus. The stable order has been formed during the long-term evolution of phages in the siphovirus group, which has helped the phages to maintain their normal morphology and function. Phylogenetic trees based on the major capsid protein (mcp) and genome-wide sequence have shown that the AL phage is closely related to four Pseudoalteromonas phages, including PHS21, PHS3, SL25 and Pq0. Further analysis using all-to-all BLASTP also confirmed that this phage shared high sequence homology with the same four Pseudoalteromonas phages, with amino acid sequence identities ranging from 44 % to 71 %. In particular, their similarity in virion structure module may imply that these phages share common assembly mechanism characteristics and infection pathways. Pseudoalteromonas phage AL not only provides basic information for the further study of the evolution of Pseudoalteromonas phages and interactions between marine phage and host but also helps to explain the unknown viral sequences in the metagenomic databases.
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Affiliation(s)
- Xinran Zhang
- College of Marine Life Sciences and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China
| | - Fang Zhang
- The Key Laboratory for Polar Science MNR, Polar Research Institute of China, Shanghai, 200136, China
| | - Ye Mi
- Qingdao City Center for Disease Control and Prevention, Qingdao Institute of Prevention Medicine, Qingdao, Shandong, 266033, China
| | - Yundan Liu
- College of Marine Life Sciences and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China
| | - Kaiyang Zheng
- College of Marine Life Sciences and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China
| | - Yao Zhou
- College of Marine Life Sciences and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China
| | - Tong Jiang
- College of Marine Life Sciences and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China
| | - Meiwen Wang
- College of Marine Life Sciences and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China
| | - Yong Jiang
- College of Marine Life Sciences and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China
| | - Cui Guo
- College of Marine Life Sciences and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China
| | - Hongbing Shao
- College of Marine Life Sciences and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China
| | - Hui He
- College of Marine Life Sciences and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China
| | - Jianfeng He
- The Key Laboratory for Polar Science MNR, Polar Research Institute of China, Shanghai, 200136, China
| | - Yantao Liang
- College of Marine Life Sciences and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China.
| | - Min Wang
- College of Marine Life Sciences and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China.
| | - Andrew McMinn
- College of Marine Life Sciences and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China; Institute for Marine and Antarctic Studies, University of Tasmania, Hobart, TAS, Australia
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Microbial Diversity and Phage-Host Interactions in the Georgian Coastal Area of the Black Sea Revealed by Whole Genome Metagenomic Sequencing. Mar Drugs 2020; 18:md18110558. [PMID: 33202695 PMCID: PMC7697616 DOI: 10.3390/md18110558] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 10/29/2020] [Accepted: 10/30/2020] [Indexed: 01/18/2023] Open
Abstract
Viruses have the greatest abundance and highest genetic diversity in marine ecosystems. The interactions between viruses and their hosts is one of the hot spots of marine ecology. Besides their important role in various ecosystems, viruses, especially bacteriophages and their gene pool, are of enormous interest for the development of new gene products with high innovation value. Various studies have been conducted in diverse ecosystems to understand microbial diversity and phage-host interactions; however, the Black Sea, especially the Eastern coastal area, remains among the least studied ecosystems in this regard. This study was aimed at to fill this gap by analyzing microbial diversity and bacteriophage-host interactions in the waters of Eastern Black Sea using a metagenomic approach. To this end, prokaryotic and viral metagenomic DNA from two sampling sites, Poti and Gonio, were sequenced on the Illumina Miseq platform and taxonomic and functional profiles of the metagenomes were obtained using various bioinformatics tools. Our metagenomics analyses allowed us to identify the microbial communities, with Proteobacteria, Cyanobacteria, Actinibacteria, and Firmicutes found to be the most dominant bacterial phyla and Synechococcus and Candidatus Pelagibacter phages found to be the most dominant viral groups in the Black Sea. As minor groups, putative phages specific to human pathogens were identified in the metagenomes. We also characterized interactions between the phages and prokaryotic communities by determining clustered regularly interspaced short palindromic repeats (CRISPR), prophage-like sequences, and integrase/excisionase sequences in the metagenomes, along with identification of putative horizontally transferred genes in the viral contigs. In addition, in the viral contig sequences related to peptidoglycan lytic activity were identified as well. This is the first study on phage and prokaryote diversity and their interactions in the Eastern coastal area of the Black Sea using a metagenomic approach.
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Garin-Fernandez A, Pereira-Flores E, Glöckner FO, Wichels A. The North Sea goes viral: Occurrence and distribution of North Sea bacteriophages. Mar Genomics 2018; 41:31-41. [PMID: 29866485 DOI: 10.1016/j.margen.2018.05.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Revised: 04/19/2018] [Accepted: 05/19/2018] [Indexed: 01/17/2023]
Abstract
Marine viruses are dominated by phages and have an enormous influence on microbial population dynamics, due to lysis and horizontal gene transfer. The aim of this study is to analyze the occurrence and diversity of phages in the North Sea, considering the virus-host interactions and biogeographic factors. The virus community of four sampling stations were described using virus metagenomics (viromes). The results show that the virus community was not evenly distributed throughout the North Sea. The dominant phage members were identified as unclassified phage group, followed by Caudovirales order. Myoviridae was the dominant phage family in the North Sea, which occurrence decreased from the coast to the open sea. In contrast, the occurrence of Podoviridae increased and the occurrence of Siphoviridae was low throughout the North Sea. The occurrence of other groups such as Phycodnaviridae decreased from the coast to the open sea. The coastal virus community was genetically more diverse than the open sea community. The influence of riverine inflow and currents, for instance the English Channel flow affects the genetic virus diversity with the community carrying genes from a variety of metabolic pathways and other functions. The present study offers the first insights in the virus community in the North Sea using viromes and shows the variation in virus diversity and the genetic information moved from coastal to open sea areas.
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Abstract
Lake Meyghan is one of the largest and commercially most important salt lakes in Iran. Despite its inland location and high altitude, Lake Meyghan has a thalassohaline salt composition suggesting a marine origin. Inputs of fresh water by rivers and rainfall formed various basins characterized by different salinities. We analyzed the microbial community composition of three basins by isolation and culturing of microorganisms and by analysis of the metagenome. The basins that were investigated comprised a green ~50 g kg−1 salinity brine, a red ~180 g kg−1 salinity brine and a white ~300 g kg−1 salinity brine. Using different growth media, 57 strains of Bacteria and 48 strains of Archaea were isolated. Two bacterial isolates represent potential novel species with less than 96% 16S rRNA gene sequence identity to known species. Abundant isolates were also well represented in the metagenome. Bacteria dominated the low salinity brine, with Alteromonadales (Gammaproteobacteria) as a particularly important taxon, whereas the high salinity brines were dominated by haloarchaea. Although the brines of Lake Meyghan differ in geochemical composition, their ecosystem function appears largely conserved amongst each other while being driven by different microbial communities.
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Duhaime MB, Solonenko N, Roux S, Verberkmoes NC, Wichels A, Sullivan MB. Comparative Omics and Trait Analyses of Marine Pseudoalteromonas Phages Advance the Phage OTU Concept. Front Microbiol 2017; 8:1241. [PMID: 28729861 PMCID: PMC5498523 DOI: 10.3389/fmicb.2017.01241] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2017] [Accepted: 06/20/2017] [Indexed: 11/25/2022] Open
Abstract
Viruses influence the ecology and evolutionary trajectory of microbial communities. Yet our understanding of their roles in ecosystems is limited by the paucity of model systems available for hypothesis generation and testing. Further, virology is limited by the lack of a broadly accepted conceptual framework to classify viral diversity into evolutionary and ecologically cohesive units. Here, we introduce genomes, structural proteomes, and quantitative host range data for eight Pseudoalteromonas phages isolated from Helgoland (North Sea, Germany) and use these data to advance a genome-based viral operational taxonomic unit (OTU) definition. These viruses represent five new genera and inform 498 unaffiliated or unannotated protein clusters (PCs) from global virus metagenomes. In a comparison of previously sequenced Pseudoalteromonas phage isolates (n = 7) and predicted prophages (n = 31), the eight phages are unique. They share a genus with only one other isolate, Pseudoalteromonas podophage RIO-1 (East Sea, South Korea) and two Pseudoalteromonas prophages. Mass-spectrometry of purified viral particles identified 12–20 structural proteins per phage. When combined with 3-D structural predictions, these data led to the functional characterization of five previously unidentified major capsid proteins. Protein functional predictions revealed mechanisms for hijacking host metabolism and resources. Further, they uncovered a hybrid sipho-myovirus that encodes genes for Mu-like infection rarely described in ocean systems. Finally, we used these data to evaluate a recently introduced definition for virus populations that requires members of the same population to have >95% average nucleotide identity across at least 80% of their genes. Using physiological traits and genomics, we proposed a conceptual model for a viral OTU definition that captures evolutionarily cohesive and ecologically distinct units. In this trait-based framework, sensitive hosts are considered viral niches, while host ranges and infection efficiencies are tracked as viral traits. Quantitative host range assays revealed conserved traits within virus OTUs that break down between OTUs, suggesting the defined units capture niche and fitness differentiation. Together these analyses provide a foundation for model system-based hypothesis testing that will improve our understanding of marine copiotrophs, as well as phage–host interactions on the ocean particles and aggregates where Pseudoalteromonas thrive.
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Affiliation(s)
- Melissa B Duhaime
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann ArborMI, United States
| | - Natalie Solonenko
- Department of Microbiology, The Ohio State University, ColumbusOH, United States
| | - Simon Roux
- Department of Microbiology, The Ohio State University, ColumbusOH, United States
| | - Nathan C Verberkmoes
- Department of Biological Sciences, Border Biomedical Research Center, University of Texas at El Paso, El PasoTX, United States
| | - Antje Wichels
- Biologische Anstalt Helgoland, Alfred Wegener Institute, Helmholtz Centre for Polar and Marine ResearchHelgoland, Germany
| | - Matthew B Sullivan
- Department of Microbiology, The Ohio State University, ColumbusOH, United States.,Department of Civil, Environmental, and Geodetic Engineering, The Ohio State University, ColumbusOH, United States
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Ghanem N, Kiesel B, Kallies R, Harms H, Chatzinotas A, Wick LY. Marine Phages As Tracers: Effects of Size, Morphology, and Physico-Chemical Surface Properties on Transport in a Porous Medium. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2016; 50:12816-12824. [PMID: 27715020 DOI: 10.1021/acs.est.6b04236] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Although several studies examined the transport of viruses in terrestrial systems only few studies exist on the use of marine phages (i.e., nonterrestrial viruses infecting marine host bacteria) as sensitively detectable microbial tracers for subsurface colloid transport and water flow. Here, we systematically quantified and compared for the first time the effects of size, morphology and physicochemical surface properties of six marine phages and two coliphages (MS2, T4) on transport in sand-filled percolated columns. Phage-sand interactions were described by colloidal filtration theory and the extended Derjaguin-Landau-Verwey-Overbeek approach (XDLVO), respectively. The phages belonged to different families and comprised four phages never used in transport studies (i.e., PSA-HM1, PSA-HP1, PSA-HS2, and H3/49). Phage transport was influenced by size, morphology and hydrophobicity in an approximate order of size > hydrophobicity ≥ morphology. Two phages PSA-HP1, PSA-HS2 (Podoviridae and Siphoviridae) exhibited similar mass recovery as commonly used coliphage MS2 and were 7-fold better transported than known marine phage vB_PSPS-H40/1. Differing properties of the marine phages may be used to trace transport of indigenous viruses, natural colloids or anthropogenic nanomaterials and, hence, contribute to better risk analysis. Our results underpin the potential role of marine phages as microbial tracer for transport of colloidal particles and water flow.
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Affiliation(s)
- Nawras Ghanem
- Helmholtz Centre for Environmental Research - UFZ , Department of Environmental Microbiology, Permoserstraße 15, 04318 Leipzig, Germany
| | - Bärbel Kiesel
- Helmholtz Centre for Environmental Research - UFZ , Department of Environmental Microbiology, Permoserstraße 15, 04318 Leipzig, Germany
| | - René Kallies
- Helmholtz Centre for Environmental Research - UFZ , Department of Environmental Microbiology, Permoserstraße 15, 04318 Leipzig, Germany
| | - Hauke Harms
- Helmholtz Centre for Environmental Research - UFZ , Department of Environmental Microbiology, Permoserstraße 15, 04318 Leipzig, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
| | - Antonis Chatzinotas
- Helmholtz Centre for Environmental Research - UFZ , Department of Environmental Microbiology, Permoserstraße 15, 04318 Leipzig, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
| | - Lukas Y Wick
- Helmholtz Centre for Environmental Research - UFZ , Department of Environmental Microbiology, Permoserstraße 15, 04318 Leipzig, Germany
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