<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2023.1095850</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title><italic>Brevundimonas</italic> and <italic>Serratia</italic> as host systems for assessing associated environmental viromes and phage diversity by complementary approaches</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Friedrich</surname>
<given-names>Ines</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2013550/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Neubauer</surname>
<given-names>Hannes</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kuritsyn</surname>
<given-names>Alisa</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2017097/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bodenberger</surname>
<given-names>Bernhard</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tskhay</surname>
<given-names>Faina</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2184769/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hartmann</surname>
<given-names>Sara</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Poehlein</surname>
<given-names>Anja</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/284771/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>B&#x00F6;meke</surname>
<given-names>Mechthild</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hoppert</surname>
<given-names>Michael</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/584462/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Schneider</surname>
<given-names>Dominik</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/263296/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hertel</surname>
<given-names>Robert</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/463045/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Daniel</surname>
<given-names>Rolf</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/111623/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Genomic and Applied Microbiology, G&#x00F6;ttingen Genomics Laboratory, Institute of Microbiology and Genetics, Georg-August University of G&#x00F6;ttingen</institution>, <addr-line>G&#x00F6;ttingen</addr-line>, <country>Germany</country></aff>
<aff id="aff2"><sup>2</sup><institution>General Microbiology, Institute of Microbiology and Genetics, Georg-August University of G&#x00F6;ttingen</institution>, <addr-line>G&#x00F6;ttingen</addr-line>, <country>Germany</country></aff>
<aff id="aff3"><sup>3</sup><institution>FG Synthetic Microbiology, Institute of Biotechnology, BTU Cottbus-Senftenberg</institution>, <addr-line>Senftenberg</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by"><p>Edited by: Maria Dzunkova, University of Valencia, Spain</p></fn>
<fn id="fn0002" fn-type="edited-by"><p>Reviewed by: Antje Wichels, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI), Germany; Jens Andre Hammerl, Bundesinstitut f&#x00FC;r Risikobewertung, Germany</p></fn>
<corresp id="c001">&#x002A;Correspondence: Rolf Daniel, <email>rdaniel@gwdg.de</email></corresp>
<fn id="fn0003" fn-type="other"><p>This article was submitted to Phage Biology, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1095850</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Friedrich, Neubauer, Kuritsyn, Bodenberger, Tskhay, Hartmann, Poehlein, B&#x00F6;meke, Hoppert, Schneider, Hertel and Daniel.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Friedrich, Neubauer, Kuritsyn, Bodenberger, Tskhay, Hartmann, Poehlein, B&#x00F6;meke, Hoppert, Schneider, Hertel and Daniel</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Focusing on visible plaques for phage isolation leaves the question if we miss the diversity of non-plaque forming phages. We addressed this question through direct plaque-based isolation by employing the new hosts <italic>Brevundimonas pondensis</italic> LVF1 and <italic>Serratia marcescens</italic> LVF3 dsDNA, ssDNA, dsRNA, and ssRNA host-associated metavirome analysis. Of the 25 distinctive dsDNA phage isolates, 14 were associated with <italic>Brevundimonas</italic> and 11 with <italic>Serratia</italic>. TEM analysis revealed that 6 were myoviruses, 18 siphoviruses and 1 podovirus, while phages infecting <italic>Brevundimonas</italic> belonged all to siphoviruses. The associated viromes suggested a higher phage diversity in summer than in winter, and dsDNA phages were the dominant group. Isolation of vB_SmaP-Kaonashi was possible after investigating the viromes associated with <italic>Serratia</italic>, demonstrating the great potential of accompanying host-associated metavirome analysis. The ssDNA virome analysis showed that the <italic>B. pondensis</italic> LVF1 host is associated with <italic>Microviridae</italic> and <italic>Inoviridae</italic> phages, although none of them were isolated. The results demonstrated that the classical isolation technique is not exhausted, leading to the isolation of new dsDNA phages. It can be further improved by combination with metavirome techniques, which revealed further diversity.</p>
</abstract>
<kwd-group>
<kwd><italic>Brevundimonas</italic></kwd>
<kwd><italic>Serratia</italic></kwd>
<kwd>dsDNA phages</kwd>
<kwd>host-associated viromes</kwd>
<kwd>host-associated dsDNA virome</kwd>
<kwd>broad host-range phage</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="66"/>
<page-count count="15"/>
<word-count count="9016"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>Bacteriophages or phages are bacterial viruses that infect and replicate in bacterial cells and belong to the most diverse entities of the planet (<xref ref-type="bibr" rid="ref15">Casas and Rohwer, 2007</xref>; <xref ref-type="bibr" rid="ref19">Dion et al., 2020</xref>). With an estimated number of 10<sup>31</sup> virions on earth, phages outnumber bacterial cells in various environments by approximately ten-fold (<xref ref-type="bibr" rid="ref19">Dion et al., 2020</xref>). The highest phage densities were observed in wastewater treatment plants (WWTP) (<xref ref-type="bibr" rid="ref63">Wu and Liu, 2009</xref>).</p>
<p>As intracellular parasites, phages rely on their host metabolism for replication. The host range is phage-specific and may include single or multiple bacterial species (<xref ref-type="bibr" rid="ref27">Garmaeva et al., 2019</xref>). They either reduce the population through direct replication (lytic route) (<xref ref-type="bibr" rid="ref14">Carding et al., 2017</xref>) or enter a long-term relationship with the host by integrating into the host genome as a prophage (lysogenic route) (<xref ref-type="bibr" rid="ref51">Principi et al., 2019</xref>). Prophages provide additional genetic information and can supply the host with extra properties resulting in a competitive advantage.</p>
<p>Today bacteriophages are classified based on their genome sequence and organization (<xref ref-type="bibr" rid="ref19">Dion et al., 2020</xref>). The resulting groups usually correlate with viral morphology. Some have a head-tail morphology (<italic>Caudoviricetes</italic>), others are filamentous (<italic>Inoviridae</italic>), pleomorphic (<italic>Plasmaviridae</italic>) or polyhedral (<italic>Microviridae</italic>, <italic>Corticoviridae</italic>, <italic>Tectiviridae</italic>, <italic>Cystoviridae</italic>, and <italic>Leviviricetes</italic>). In addition to the viral capsid, internal or external lipid membranes may also exist. Unlike other phages, pleomorphic phages do not have capsids and form a proteinaceous lipid vesicle. The phage genetic material comprises RNA or DNA, varying from single- to double-stranded and from linear to circular while no circular RNA phages have been reported so far (<xref ref-type="bibr" rid="ref19">Dion et al., 2020</xref>). Most of the characterized phages isolated to date are tailed and use dsDNA as genomic material (<xref ref-type="bibr" rid="ref19">Dion et al., 2020</xref>; <xref ref-type="bibr" rid="ref67">Zrelovs et al., 2020</xref>). Furthermore, some groups are particularly prominent regarding the virus type and the genome size (<xref ref-type="bibr" rid="ref67">Zrelovs et al., 2020</xref>).</p>
<p>To explore virus types and genome sizes, we used <italic>Brevundimonas pondensis</italic> LVF1 (<xref ref-type="bibr" rid="ref24">Friedrich et al., 2021b</xref>) and <italic>Serratia marcescens</italic> LVF3 (<xref ref-type="bibr" rid="ref23">Friedrich et al., 2021a</xref>) as host systems. <italic>B. pondensis</italic> is an oligotrophic bacterium and belongs to the family <italic>Caulobacteraceae</italic>. This strain has a single flagellum, is Gram negative, aerobic and grows best at 30&#x00B0;C. <italic>Serratia marcescens</italic> LVF3 belongs to the family <italic>Yersiniaceae</italic>. It is Gram negative, possesses a flagellum, and is a copiotrophic organism. The optimal growth temperature is also 30&#x00B0;C. Both host systems are excellent for studying viral diversity, as both have yielded a variety of different plaques by plaque assay in preliminary experiments. We isolated individual phages and investigated the viral community associated with the two hosts by viral metagenome analysis. Thereby, we assessed not just dsDNA material but also ssDNA, dsRNA, and ssRNA viromes. This was done using specific nucleases receiving the purified form of aforementioned viromes. We used sewage samples from a WWTP from two different seasons (winter and summer) as source material. Isolates were characterized by morphology, genome sequence, and alignment to the metavirome-derived sequencing data to explore the hidden potential of discovering new phages.</p>
</sec>
<sec id="sec2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="sec3">
<title>Phage isolation and host-based phage enrichment</title>
<p>1&#x2009;L primary treatment sewage from the municipal WWTP in G&#x00F6;ttingen, Germany, collected in January 2019 (used for infection of <italic>Brevundimonas pondensis</italic>), July 2019 (used for infection of <italic>Brevundimonas pondensis</italic> and <italic>Serratia marcescens</italic>), and January 2020 (used for infection of <italic>Serratia marcescens</italic>), served as environmental phage sources. Samples were centrifuged at 6,000 &#x00D7; <italic>g</italic> for 15&#x2009;min. The supernatant containing phages was sterile-filtered employing a 0.45&#x2009;&#x03BC;m non-pyrogenic PES-membrane (Sarstedt AG &#x0026; Co. KG, N&#x00FC;mbrecht, Germany). Phages were precipitated by adding polyethylene glycol (PEG) in a final concentration of 10% (w/v) and 0.5&#x2009;M NaCl. After incubation at 4&#x00B0;C for 16 h, phages were harvested by centrifugation at 10,020 x <italic>g</italic> and 4&#x00B0;C for 1&#x2009;h. The supernatant was discarded and phage pellets were suspended in 25&#x2009;mL PYE (0.2% peptone, 0.1% yeast extract, 0.02% MgSO<sub>4</sub> &#x00D7; 7 H<sub>2</sub>O) for phages associated with <italic>B. pondensis</italic> LVF1<sup>T</sup> and in TSB-10 (1.7% peptone from casein, 0.3% peptone from soybean, 0.25% K<sub>2</sub>HPO<sub>4</sub>, 1% NaCl, 0.25% glucose monohydrate) for phages associated with <italic>S. marcescens</italic> LVF3<sup>R</sup> (<xref ref-type="bibr" rid="ref24">Friedrich et al., 2021b</xref>).</p>
<p>A total of 1&#x2009;mL of the prepared suspension was used for the infections of <italic>B. pondensis</italic> and <italic>S. marcescens</italic>. Phages were isolated <italic>via</italic> agar overlay plaque assay as described elsewhere (<xref ref-type="bibr" rid="ref38">Kropinski et al., 2009</xref>) using host-specific culture media for the basal agar (1.5% agarose) and 2.5&#x2009;mL overlay (0.4% agarose). Infected overlay plates were incubated overnight at 30&#x00B0;C. Morphologically distinct plaques representing individual phage isolates were picked with a sterile toothpick, and each was transferred to 500&#x2009;&#x03BC;L sterile culture medium. Further phage strain purification was performed <italic>via</italic> three subsequent reinfections, resulting in pure cultures.</p>
<p>To harvest the virome associated with the host, the initial overlay was washed with 4&#x2009;mL of the respective medium, also allowing to harvest phages which might not be able to form plaques under the given conditions. The phage suspensions were processed as described below. Salt Active Nuclease (SERVA, Heidelberg, Germany) was added to the phage suspensions (20&#x2009;U/mL) prior to precipitation to digest non-particle protected host-associated nucleic acids.</p>
</sec>
<sec id="sec4">
<title>Purification of viral nucleic acids and preparation of viral dsDNA, ssDNA, dsRNA, and ssRNA</title>
<p>All kits and enzymes were used as recommended by the manufacturer if not otherwise stated. The MasterPure&#x2122; Complete DNA and RNA Purification kit (Lucigen, Middleton, WI, United States) was used with modifications to extract total viral nucleic acids. Due to the high protein content, we increased the amount of Proteinase K (20&#x2009;mg/mL) to 5&#x2009;&#x03BC;L in 300&#x2009;&#x03BC;L of 2X T and C Lysis Solution, which was applied to 300&#x2009;&#x03BC;L of phage suspension. We obtained pure viral genomic DNA by applying RNase A (DNase free) to the total nucleic acid preparation and DNase I (RNase free) for pure viral RNA. Before sequencing of dsDNA phages, the extracted DNA of putative phages was digested with the <italic>EcoR</italic>I restriction endonuclease (Fisher Scientific GmbH, Schwerte, Germany) by determining a unique restriction digestion pattern of phages and therefore eliminating duplicates.</p>
<p>To receive ssDNA, dsDNA was removed <italic>via</italic> dsDNA-specific dsDNase (Thermo Fisher Scientific, Waltham, MA, United States). Viral ssDNA was <italic>in vitro</italic> transformed to dsDNA using Klenow fragment (Thermo Fisher Scientific, Waltham, MA, United States) and random hexamer primers (Thermo Fisher Scientific, Waltham, MA, United States). S1 nuclease (Thermo Fisher Scientific, Waltham, Ma, United States) was applied to the total nucleic acids to remove single-stranded molecules for dsDNA and dsRNA purification. RNase III (Thermo Fisher Scientific, Waltham, MA, United States) was used to remove dsRNA for ssRNA purification.</p>
</sec>
<sec id="sec5">
<title>Phage genome and host-associated virome sequencing and sequence read processing</title>
<p>Phage genomes were sequenced with an Illumina MiSeq-system (2 &#x00D7; 300&#x2009;bp) as described previously (<xref ref-type="bibr" rid="ref37">Kohm et al., 2022</xref>). RNA samples were reverse transcribed to dsDNA <italic>in vitro</italic> and sequenced like dsDNA samples with an Illumina MiSeq-system (2 &#x00D7; 300&#x2009;bp) as described previously (<xref ref-type="bibr" rid="ref37">Kohm et al., 2022</xref>).</p>
<p>Potential host reads were removed by mapping to the host genome employing bowtie2 (<xref ref-type="bibr" rid="ref39">Langmead and Salzberg, 2012</xref>). Unmapped pairs were quality-processed employing Trimmomatic v0.39 (<xref ref-type="bibr" rid="ref10">Bolger et al., 2014</xref>) and paired reads joined with FLASH v1.2.11 (<xref ref-type="bibr" rid="ref45">Mago&#x010D; and Salzberg, 2011</xref>). The quality-processed reads served as input for the Unicycler v0.4.9 assembly pipeline in normal mode (<xref ref-type="bibr" rid="ref62">Wick et al., 2017</xref>), which included Spades v3.13.0 (<xref ref-type="bibr" rid="ref6">Bankevich et al., 2012</xref>), makeblastdb v2.11.0+ and tblastn v2.11.0+ (<xref ref-type="bibr" rid="ref9">BLAST&#x00AE; Command Line Applications User Manual [Internet], 2019</xref>), bowtie2 v2.4.4 (<xref ref-type="bibr" rid="ref39">Langmead and Salzberg, 2012</xref>), SAMtools v1.12 (<xref ref-type="bibr" rid="ref43">Li et al., 2009</xref>), java v.11.0.13 (<xref ref-type="bibr" rid="ref4">Arnold et al., 2005</xref>), and Pilon v1.23 (<xref ref-type="bibr" rid="ref61">Walker et al., 2014</xref>). Assembly was quality-assessed using QualiMap v2.2.2 (<xref ref-type="bibr" rid="ref49">Okonechnikov et al., 2016</xref>). Genomes of individual phage isolates were annotated with VIBRANT (<xref ref-type="bibr" rid="ref32">Kieft et al., 2020</xref>) and InterProScan v5.55&#x2013;88.0 (<xref ref-type="bibr" rid="ref64">Zdobnov and Apweiler, 2001</xref>), and data were submitted to GenBank (<xref ref-type="bibr" rid="ref7">Benson et al., 2017</xref>).</p>
<p>Raw reads from the ssDNA, dsRNA, and ssRNA viromes (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>) were mapped to the assembled genome using bowtie2 v2.4.4 (<xref ref-type="bibr" rid="ref39">Langmead and Salzberg, 2012</xref>) to remove putative dsDNA contamination. Unmapped reads were used for virome assembly with the Unicycler v0.4.9 assembly pipeline in normal mode (<xref ref-type="bibr" rid="ref62">Wick et al., 2017</xref>). The resulting contigs were searched against BLAST nt database v2.12.0+ (accessed on July 14, 2022) (<xref ref-type="bibr" rid="ref3">Altschul et al., 1990</xref>; <xref ref-type="bibr" rid="ref2">Altschul, 1997</xref>; <xref ref-type="bibr" rid="ref13">Camacho et al., 2009</xref>) to identify further contamination. Contigs derived from the ssDNA, dsRNA and ssRNA virome with significant similarities to prokaryotic sequences were considered contaminations and excluded from the analysis. Such contamination was only observed in samples from the summer season and only in the ssDNA virome of <italic>B. pondensis</italic> LVF1 and from both seasons in the RNA viromes of <italic>S. marcescens</italic> LVF3. The remaining contigs (larger than 1,000&#x2009;bp) were mapped on all publicly available and our isolated phage genomes (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>) using pyani ANIb method (<xref ref-type="bibr" rid="ref54">Pritchard et al., 2016</xref>). Contigs which showed a match with at least 70% nucleotide-to-nucleotide sequence identity to known phages were not further analyzed. The same method was applied to investigate high sequence identity (&#x003E;90%) of dsDNA phage contigs with ssDNA or ssRNA contigs. Contigs which showed a match in the ssDNA/ssRNA virome were not further investigated. Further, contigs which did not reach a coverage over 30 (output of QualiMap v2.2.2), were removed. All dsDNA and resulting ssDNA, dsRNA and ssRNA contigs as well phage genomes were annotated with VIBRANT (<xref ref-type="bibr" rid="ref32">Kieft et al., 2020</xref>) and InterProScan v5.55&#x2013;88.0 (<xref ref-type="bibr" rid="ref64">Zdobnov and Apweiler, 2001</xref>). Viromes, which could not be annotated <italic>via</italic> VIBRANT, were annotated with Phage Commander (<xref ref-type="bibr" rid="ref42">Lazeroff et al., 2021</xref>) including RAST v2.0 (<xref ref-type="bibr" rid="ref5">Aziz et al., 2008</xref>), MetaGene (<xref ref-type="bibr" rid="ref47">Noguchi et al., 2006</xref>), GeneMark v2.5 (<xref ref-type="bibr" rid="ref11">Borodovsky and McIninch, 1993</xref>), GeneMark.hmm v3.25 (<xref ref-type="bibr" rid="ref8">Besemer et al., 2001</xref>), GeneMark with Heuristics v3.25 (<xref ref-type="bibr" rid="ref66">Zhu et al., 2010</xref>), GeneMarkS v4.28 (<xref ref-type="bibr" rid="ref8">Besemer et al., 2001</xref>), GeneMark S2 (<xref ref-type="bibr" rid="ref44">Lomsadze et al., 2018</xref>), Glimmer v3.02 (<xref ref-type="bibr" rid="ref17">Delcher et al., 2007</xref>), and Prodigal v.2.6.3 (<xref ref-type="bibr" rid="ref31">Hyatt et al., 2020</xref>), as well ARAGORN v1.2.41.c for identification of phage tRNAs (<xref ref-type="bibr" rid="ref40">Laslett and Canback, 2004</xref>). Data of phage isolates and raw read sequences were submitted to GenBank (<xref ref-type="bibr" rid="ref7">Benson et al., 2017</xref>).</p>
</sec>
<sec id="sec7">
<title>Taxonomic classification of <italic>Brevundimonas</italic>- and <italic>Serratia</italic>-associated phages</title>
<p>Taxonomic classification was performed using pyani v0.2.11 (<xref ref-type="bibr" rid="ref54">Pritchard et al., 2016</xref>) with the ANIm option. Average nucleotide identity (ANI) values &#x2265;95%, presented in white to red, indicate isolates of the same species. ANI values between &#x2264;95 to 70%, presented in white to blue, indicate strains of the same genus (<xref ref-type="bibr" rid="ref50">Parks et al., 2019</xref>).</p>
<p>Bacteriophages associated with the family <italic>Caulobacteraceae</italic> (<italic>Brevundimonas-</italic>associated phages) and genus <italic>Serratia</italic> were downloaded from NCBI Virus (<xref ref-type="bibr" rid="ref12">Brister et al., 2015</xref>) (accessed December 01, 2021). These included <italic>Brevundimonas</italic>- and <italic>Caulobacter</italic>-associated phages and <italic>Serratia</italic>-associated phages (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). An overview of all bacteriophages is provided in <xref ref-type="supplementary-material" rid="SM1">Supplementary Tables S3, S4</xref> and <xref rid="fig1" ref-type="fig">Figures 1</xref>, <xref rid="fig2" ref-type="fig">2</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Genome-based phylogenetic analysis of <italic>Serratia</italic>-associated bacteriophages. All genomes from NCBI Virus (<xref ref-type="bibr" rid="ref12">Brister et al., 2015</xref>) and our own isolates (marked in bold red) were examined. Calculations were done with pyani (<xref ref-type="bibr" rid="ref54">Pritchard et al., 2016</xref>) using ANIm method with default parameters.</p>
</caption>
<graphic xlink:href="fmicb-14-1095850-g001.tif"/>
</fig>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Mapping of viromes against all bacteriophage genomes available from NCBI as well our phage genomes from the isolates. <bold>(A)</bold> Pie chart of <italic>B. pondensis</italic> LVF1-associated dsDNA virome showing mapping against bacteriophage genomes associated with the family <italic>Caulobacteraceae</italic>. <bold>(B)</bold> Pie chart of <italic>S. marcescens</italic> LVF3-associated dsDNA virome depicting mapping against bacteriophage genomes associated with the genus <italic>Serratia</italic>. Number of mapped reads in relation to overall alignment is in percent. Visualized using RStudio (<xref ref-type="bibr" rid="ref55">RStudio Team, 2020</xref>).</p>
</caption>
<graphic xlink:href="fmicb-14-1095850-g002.tif"/>
</fig>
</sec>
<sec id="sec8">
<title>Morphology of phage isolates</title>
<p>Phage morphology was assessed by transmission electron microscopy (TEM). Data were imaged using the Digital Micrograph software (Gatan GmbH, Munich, Germany). The phage isolates were amplified and then, a negative staining technique was performed. For this purpose, a thin carbon film, evaporated by glow discharge onto freshly cleaved mica, was partly floated off on a drop of phage suspension. The mica was washed briefly with demineralized water and transferred to a thin copper-coated grid (PLANO GmbH, Marburg, Germany) and dried using a filter paper without touching the grid&#x2019;s surface. The grid was stained using 50&#x2009;&#x03BC;L of 2% uranyl acetate droplet with the carbon film facing downwards for 1&#x2009;s. The grid was dried carefully and ready for the TEM imaging. Electron microscopy was performed with a Jeol 1011 transmission electron microscope (Jeol Ltd., Eching, Germany) equipped with a Gatan Orius SC1000 CCD camera (Gatan, Munich, Germany).</p>
</sec>
<sec id="sec9">
<title>Nomenclature of bacteriophage isolates</title>
<p>Isolates were named based on the informal guide by <xref ref-type="bibr" rid="ref1">Adriaenssens and Brister (2017)</xref>. Accordingly, vB stands for virus of bacteria, Bpo, and Sma for the host organism (<italic>B. pondensis</italic> and <italic>S. marcescens</italic>, respectively), M for the myovirus and S for siphovirus and P for podovirus, followed by an individual naming which does not follow any rules. Consequently, the full names of the viruses compose to, e.g., vB_SmaM-Otaku abbreviated Otaku.</p>
</sec>
</sec>
<sec id="sec10" sec-type="results">
<title>Results</title>
<sec id="sec11">
<title>Phage isolation and characterization</title>
<p><italic>Brevundimonas pondensis</italic> LVF1 and <italic>S. marcescens</italic> LVF3 served as hosts for plaque assay-based phage isolation (<xref ref-type="supplementary-material" rid="SM4">Supplementary Figure S1</xref>), which was performed with sewage samples obtained in winter 2019, summer 2020, and winter 2020. 25 (2019) and 50 (2020) individual plaques associated with <italic>B. pondensis</italic> LVF1 and 25 (2019) and 50 (2020) plaques associated with <italic>S. marcescens</italic> LVF3 were picked. Redundancies were eliminated by determining specific genomic restriction patterns of all isolates. This analysis also revealed that all genomes of isolates were comprised of dsDNA. Subsequently, 25 unique phages were obtained, 14 associated with <italic>B. pondensis</italic> LVF1 and 11 with <italic>S. marcescens</italic> LVF3 (<xref rid="tab1" ref-type="table">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Morphological properties of all bacteriophage isolates associated with <italic>B. pondensis</italic> and <italic>S. marcescens</italic>.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Picture ID</th>
<th align="left" valign="top" rowspan="2">Host</th>
<th align="left" valign="top" rowspan="2">Morphotype</th>
<th align="left" valign="top" rowspan="2">Name</th>
<th align="left" valign="top" rowspan="2">Season</th>
<th align="center" valign="top" colspan="4">Phage size [nm]</th>
</tr>
<tr>
<th align="center" valign="top">Capsid width</th>
<th align="center" valign="top">Capsid length</th>
<th align="center" valign="top">Tail length</th>
<th align="center" valign="top">Total length</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">A</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-Papperlapapp</td>
<td align="left" valign="top">July 2019</td>
<td align="center" valign="top">53</td>
<td align="center" valign="top">363</td>
<td align="center" valign="top">400</td>
<td align="center" valign="top">763</td>
</tr>
<tr>
<td align="left" valign="top">B</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-Kabachok</td>
<td align="left" valign="top">January 2019</td>
<td align="center" valign="top">53</td>
<td align="center" valign="top">377</td>
<td align="center" valign="top">398</td>
<td align="center" valign="top">775</td>
</tr>
<tr>
<td align="left" valign="top">C</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-Domovoi</td>
<td align="left" valign="top">January 2019</td>
<td align="center" valign="top">55</td>
<td align="center" valign="top">381</td>
<td align="center" valign="top">381</td>
<td align="center" valign="top">762</td>
</tr>
<tr>
<td align="left" valign="top">D</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-Marchewka</td>
<td align="left" valign="top">January 2019</td>
<td align="center" valign="top">42</td>
<td align="center" valign="top">267</td>
<td align="center" valign="top">257</td>
<td align="center" valign="top">524</td>
</tr>
<tr>
<td align="left" valign="top">E</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-Bambus</td>
<td align="left" valign="top">January 2019</td>
<td align="center" valign="top">56</td>
<td align="center" valign="top">368</td>
<td align="center" valign="top">392</td>
<td align="center" valign="top">760</td>
</tr>
<tr>
<td align="left" valign="top">F</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-Gurke</td>
<td align="left" valign="top">July 2019</td>
<td align="center" valign="top">75</td>
<td align="center" valign="top">306</td>
<td align="center" valign="top">241</td>
<td align="center" valign="top">547</td>
</tr>
<tr>
<td align="left" valign="top">G</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-Kikimora</td>
<td align="left" valign="top">January 2019</td>
<td align="center" valign="top">92</td>
<td align="center" valign="top">278</td>
<td align="center" valign="top">317</td>
<td align="center" valign="top">595</td>
</tr>
<tr>
<td align="left" valign="top">H</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-Poludnitsa</td>
<td align="left" valign="top">July 2019</td>
<td align="center" valign="top">57</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">220</td>
<td align="center" valign="top">283</td>
</tr>
<tr>
<td align="left" valign="top">I</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-Leszy</td>
<td align="left" valign="top">January 2019</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">98</td>
<td align="center" valign="top">257</td>
<td align="center" valign="top">355</td>
</tr>
<tr>
<td align="left" valign="top">J</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-StAshley</td>
<td align="left" valign="top">January 2019</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">45</td>
<td align="center" valign="top">254</td>
<td align="center" valign="top">299</td>
</tr>
<tr>
<td align="left" valign="top">K</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-MaInes</td>
<td align="left" valign="top">January 2019</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">61</td>
<td align="center" valign="top">183</td>
<td align="center" valign="top">244</td>
</tr>
<tr>
<td align="left" valign="top">L</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-Strzyga</td>
<td align="left" valign="top">July 2019</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">60</td>
<td align="center" valign="top">155</td>
<td align="center" valign="top">215</td>
</tr>
<tr>
<td align="left" valign="top">M</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-Polewnik</td>
<td align="left" valign="top">July 2019</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">58</td>
<td align="center" valign="top">149</td>
<td align="center" valign="top">208</td>
</tr>
<tr>
<td align="left" valign="top">N</td>
<td align="left" valign="top"><italic>B. pondensis</italic> LVF1</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_BpoS-Babayka</td>
<td align="left" valign="top">July 2019</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">65</td>
<td align="center" valign="top">163</td>
<td align="center" valign="top">228</td>
</tr>
<tr>
<td align="left" valign="top">O</td>
<td align="left" valign="top"><italic>S. marcescens</italic> LVF3</td>
<td align="left" valign="top">Myovirus</td>
<td align="left" valign="top">vB_SmaM-Totoro</td>
<td align="left" valign="top">July 2019</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">111</td>
<td align="center" valign="top">200</td>
<td align="center" valign="top">311</td>
</tr>
<tr>
<td align="left" valign="top">P</td>
<td align="left" valign="top"><italic>S. marcescens</italic> LVF3</td>
<td align="left" valign="top">Myovirus</td>
<td align="left" valign="top">vB_SmaM-Kodama</td>
<td align="left" valign="top">July 2019</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">119</td>
<td align="center" valign="top">198</td>
<td align="center" valign="top">317</td>
</tr>
<tr>
<td align="left" valign="top">Q</td>
<td align="left" valign="top"><italic>S. marcescens</italic> LVF3</td>
<td align="left" valign="top">Myovirus</td>
<td align="left" valign="top">vB_SmaM-Sureiya</td>
<td align="left" valign="top">July 2019</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">128</td>
<td align="center" valign="top">202</td>
<td align="center" valign="top">330</td>
</tr>
<tr>
<td align="left" valign="top">R</td>
<td align="left" valign="top"><italic>S. marcescens</italic> LVF3</td>
<td align="left" valign="top">Myovirus</td>
<td align="left" valign="top">vB_SmaM-Yubaba</td>
<td align="left" valign="top">July 2019</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">113</td>
<td align="center" valign="top">211</td>
<td align="center" valign="top">324</td>
</tr>
<tr>
<td align="left" valign="top">S</td>
<td align="left" valign="top"><italic>S. marcescens</italic> LVF3</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_SmaS-ChuuTotoro</td>
<td align="left" valign="top">January 2020</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">81</td>
<td align="center" valign="top">164</td>
<td align="center" valign="top">245</td>
</tr>
<tr>
<td align="left" valign="top">T</td>
<td align="left" valign="top"><italic>S. marcescens</italic> LVF3</td>
<td align="left" valign="top">Myovirus</td>
<td align="left" valign="top">vB_SmaM-Kashira</td>
<td align="left" valign="top">January 2020</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">121</td>
<td align="center" valign="top">202</td>
<td align="center" valign="top">323</td>
</tr>
<tr>
<td align="left" valign="top">U</td>
<td align="left" valign="top"><italic>S. marcescens</italic> LVF3</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_SmaS-Kamaji</td>
<td align="left" valign="top">January 2020</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">78</td>
<td align="center" valign="top">185</td>
<td align="center" valign="top">263</td>
</tr>
<tr>
<td align="left" valign="top">V</td>
<td align="left" valign="top"><italic>S. marcescens</italic> LVF3</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_SmaS-ChibiTotoro</td>
<td align="left" valign="top">January 2020</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">54</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">179</td>
</tr>
<tr>
<td align="left" valign="top">W</td>
<td align="left" valign="top"><italic>S. marcescens</italic> LVF3</td>
<td align="left" valign="top">Siphovirus</td>
<td align="left" valign="top">vB_SmaS-Susuwatari</td>
<td align="left" valign="top">July 2019</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">61</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">191</td>
</tr>
<tr>
<td align="left" valign="top">X</td>
<td align="left" valign="top"><italic>S. marcescens</italic> LVF3</td>
<td align="left" valign="top">Podovirus</td>
<td align="left" valign="top">vB_SmaP-Kaonashi&#x002A;</td>
<td align="left" valign="top">July 2019</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">55</td>
<td align="center" valign="top">158</td>
<td align="center" valign="top">213</td>
</tr>
<tr>
<td align="left" valign="top">Y</td>
<td align="left" valign="top"><italic>S. marcescens</italic> LVF3</td>
<td align="left" valign="top">Myovirus</td>
<td align="left" valign="top">vB_SmaM-Otaku</td>
<td align="left" valign="top">July 2019</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">46</td>
<td align="center" valign="top">98</td>
<td align="center" valign="top">144</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Picture ID refers to <xref rid="fig3" ref-type="fig">Figure 3</xref>. Tail lengths were measured from the bottom of the neck to the base plate. Bacteriophages were named according to the recommendation described by <xref ref-type="bibr" rid="ref1">Adriaenssens and Brister (2017)</xref>. &#x002A;Isolation was performed after virome analysis of the dsDNA virome.</p>
</table-wrap-foot>
</table-wrap>
<p>Transmission electron microscopy revealed head-tail morphology for all isolates, including 6 myoviruses, 18 siphoviruses, and 1 podovirus with various individual structural features (<xref rid="fig3" ref-type="fig">Figure 3</xref>). The isolated <italic>Brevundimonas</italic>-associated phages were all siphoviruses whereas <italic>Serratia</italic> phages revealed three morphotypes (myovirus, siphovirus, and podovirus). Capsid diameter ranged from 45&#x2013;381 nm and tail length from 98&#x2013;400 nm (<xref rid="tab1" ref-type="table">Table 1</xref>). Siphoviruses revealed two different types of elongated capsids. The elongation of the shorter type did not exceed twice the diameter of the head, whereas the longer head types frequently exceed three times the head diameter (<xref rid="fig3" ref-type="fig">Figures 3J</xref>&#x2013;<xref rid="fig3" ref-type="fig">Y</xref>; <xref rid="tab1" ref-type="table">Table 1</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Transmission electron micrographs of all 25 isolates. Bacteriophage preparations were negatively stained with 2% (w/v) aqueous uranyl acetate. Samples were examined in a Joel 1011 transmission electron microscope. The scale bar represent 25 nm <bold>(V&#x2013;Y)</bold>, 50 nm <bold>(I,J,L&#x2013;U)</bold> and 100 nm <bold>(A&#x2013;H,K)</bold>.  <xref rid="tab1" ref-type="table">Table 1</xref> presents the respective physical properties of the shown virions.</p>
</caption>
<graphic xlink:href="fmicb-14-1095850-g003.tif"/>
</fig>
</sec>
<sec id="sec12">
<title>Genome sequencing and characterization</title>
<p>Genomic DNA of each isolate was sequenced and assembled to complete high-quality genomes (<xref rid="tab2" ref-type="table">Table 2</xref>). The genome size of <italic>B. pondensis</italic>-associated phages ranged from 42.3 to 356.9&#x2009;kb with a G&#x2009;+&#x2009;C content of 49.9 to 65.9% (host G&#x2009;+&#x2009;C content 67.0%). For <italic>Serratia marcescens</italic> LVF3-associated phages, genome sizes ranged from 39.9 to 278.8&#x2009;kb with a G&#x2009;+&#x2009;C content of 41.0 to 58.6% (host G&#x2009;+&#x2009;C content 59.3%). Phage genome sizes here range from lambda-like phages to jumbo phages (here <italic>Serratia</italic>-associated) or even giant phages (here <italic>Brevundimonas</italic>-associated).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Genome analyses of all phage isolates associated with <italic>B. pondensis</italic> and <italic>S. marcescens</italic>.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Picture ID</th>
<th align="left" valign="top">Name</th>
<th align="center" valign="top">Genome size [bp]</th>
<th align="center" valign="top">Coverage</th>
<th align="center" valign="top">G&#x2009;+&#x2009;C % content</th>
<th align="center" valign="top">CDS</th>
<th align="center" valign="top">Hypothetical proteins</th>
<th align="center" valign="top">tRNAs</th>
<th align="center" valign="top">NCBI accession number</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">A</td>
<td align="left" valign="top">vB_BpoS-Papperlapapp</td>
<td align="center" valign="top">356,874</td>
<td align="center" valign="top">123.8-fold</td>
<td align="char" valign="top" char=".">65.54</td>
<td align="center" valign="top">564</td>
<td align="center" valign="top">475</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">ON529860</td>
</tr>
<tr>
<td align="left" valign="top">B</td>
<td align="left" valign="top">vB_BpoS-Kabachok</td>
<td align="center" valign="top">356,285</td>
<td align="center" valign="top">443.0-fold</td>
<td align="char" valign="top" char=".">65.53</td>
<td align="center" valign="top">566</td>
<td align="center" valign="top">486</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">ON529852</td>
</tr>
<tr>
<td align="left" valign="top">C</td>
<td align="left" valign="top">vB_BpoS-Domovoi</td>
<td align="center" valign="top">352,705</td>
<td align="center" valign="top">448.7-fold</td>
<td align="char" valign="top" char=".">65.54</td>
<td align="center" valign="top">561</td>
<td align="center" valign="top">473</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">ON529855</td>
</tr>
<tr>
<td align="left" valign="top">D</td>
<td align="left" valign="top">vB_BpoS-Marchewka</td>
<td align="center" valign="top">348,421</td>
<td align="center" valign="top">521.4-fold</td>
<td align="char" valign="top" char=".">65.87</td>
<td align="center" valign="top">558</td>
<td align="center" valign="top">473</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">ON529851</td>
</tr>
<tr>
<td align="left" valign="top">E</td>
<td align="left" valign="top">vB_BpoS-Bambus</td>
<td align="center" valign="top">348,100</td>
<td align="center" valign="top">330.6-fold</td>
<td align="char" valign="top" char=".">65.80</td>
<td align="center" valign="top">550</td>
<td align="center" valign="top">473</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">ON529853</td>
</tr>
<tr>
<td align="left" valign="top">F</td>
<td align="left" valign="top">vB_BpoS-Gurke</td>
<td align="center" valign="top">321,510</td>
<td align="center" valign="top">98.5-fold</td>
<td align="char" valign="top" char=".">63.08</td>
<td align="center" valign="top">499</td>
<td align="center" valign="top">431</td>
<td align="center" valign="top">29</td>
<td align="center" valign="top">ON529850</td>
</tr>
<tr>
<td align="left" valign="top">G</td>
<td align="left" valign="top">vB_BpoS-Kikimora</td>
<td align="center" valign="top">312,615</td>
<td align="center" valign="top">175.6-fold</td>
<td align="char" valign="top" char=".">62.85</td>
<td align="center" valign="top">495</td>
<td align="center" valign="top">418</td>
<td align="center" valign="top">29</td>
<td align="center" valign="top">ON529857</td>
</tr>
<tr>
<td align="left" valign="top">H</td>
<td align="left" valign="top">vB_BpoS-Poludnitsa</td>
<td align="center" valign="top">85,956</td>
<td align="center" valign="top">661.7-fold</td>
<td align="char" valign="top" char=".">61.80</td>
<td align="center" valign="top">111</td>
<td align="center" valign="top">88</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">ON529862</td>
</tr>
<tr>
<td align="left" valign="top">I</td>
<td align="left" valign="top">vB_BpoS-Leszy</td>
<td align="center" valign="top">85,646</td>
<td align="center" valign="top">367.0-fold</td>
<td align="char" valign="top" char=".">62.02</td>
<td align="center" valign="top">113</td>
<td align="center" valign="top">92</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">ON529856</td>
</tr>
<tr>
<td align="left" valign="top">J</td>
<td align="left" valign="top">vB_BpoS-StAshley</td>
<td align="center" valign="top">69,922</td>
<td align="center" valign="top">66.1-fold</td>
<td align="char" valign="top" char=".">50.07</td>
<td align="center" valign="top">106</td>
<td align="center" valign="top">82</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">ON529865</td>
</tr>
<tr>
<td align="left" valign="top">K</td>
<td align="left" valign="top">vB_BpoS-MaInes</td>
<td align="center" valign="top">68,997</td>
<td align="center" valign="top">82.4-fold</td>
<td align="char" valign="top" char=".">49.90</td>
<td align="center" valign="top">99</td>
<td align="center" valign="top">75</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">ON529866</td>
</tr>
<tr>
<td align="left" valign="top">L</td>
<td align="left" valign="top">vB_BpoS-Strzyga</td>
<td align="center" valign="top">62,088</td>
<td align="center" valign="top">66.0-fold</td>
<td align="char" valign="top" char=".">59.30</td>
<td align="center" valign="top">82</td>
<td align="center" valign="top">60</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">ON529867</td>
</tr>
<tr>
<td align="left" valign="top">M</td>
<td align="left" valign="top">vB_BpoS-Polewnik</td>
<td align="center" valign="top">61,859</td>
<td align="center" valign="top">118.0-fold</td>
<td align="char" valign="top" char=".">59.07</td>
<td align="center" valign="top">81</td>
<td align="center" valign="top">59</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">ON529863</td>
</tr>
<tr>
<td align="left" valign="top">N</td>
<td align="left" valign="top">vB_BpoS-Babayka</td>
<td align="center" valign="top">42,321</td>
<td align="center" valign="top">913.2-fold</td>
<td align="char" valign="top" char=".">61.15</td>
<td align="center" valign="top">53</td>
<td align="center" valign="top">30</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">ON529868</td>
</tr>
<tr>
<td align="left" valign="top">O</td>
<td align="left" valign="top">vB_SmaM-Totoro</td>
<td align="center" valign="top">278,767</td>
<td align="center" valign="top">314.5-fold</td>
<td align="char" valign="top" char=".">46.27</td>
<td align="center" valign="top">346</td>
<td align="center" valign="top">272</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">ON287372</td>
</tr>
<tr>
<td align="left" valign="top">P</td>
<td align="left" valign="top">vB_SmaM-Kodama</td>
<td align="center" valign="top">275,052</td>
<td align="center" valign="top">347.9-fold</td>
<td align="char" valign="top" char=".">46.77</td>
<td align="center" valign="top">322</td>
<td align="center" valign="top">255</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">ON287376</td>
</tr>
<tr>
<td align="left" valign="top">Q</td>
<td align="left" valign="top">vB_SmaM-Sureiya</td>
<td align="center" valign="top">256,354</td>
<td align="center" valign="top">316.0-fold</td>
<td align="char" valign="top" char=".">41.04</td>
<td align="center" valign="top">267</td>
<td align="center" valign="top">205</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">ON287370</td>
</tr>
<tr>
<td align="left" valign="top">R</td>
<td align="left" valign="top">vB_SmaM-Yubaba</td>
<td align="center" valign="top">255,663</td>
<td align="center" valign="top">66.0-fold</td>
<td align="char" valign="top" char=".">41.05</td>
<td align="center" valign="top">266</td>
<td align="center" valign="top">207</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">ON287375</td>
</tr>
<tr>
<td align="left" valign="top">S</td>
<td align="left" valign="top">vB_SmaS-ChuuTotoro</td>
<td align="center" valign="top">147,447</td>
<td align="center" valign="top">47.19-fold</td>
<td align="char" valign="top" char=".">49.19</td>
<td align="center" valign="top">278</td>
<td align="center" valign="top">233</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">ON287369</td>
</tr>
<tr>
<td align="left" valign="top">T</td>
<td align="left" valign="top">vB_SmaM-Kashira</td>
<td align="center" valign="top">144,511</td>
<td align="center" valign="top">51.9-fold</td>
<td align="char" valign="top" char=".">50.90</td>
<td align="center" valign="top">266</td>
<td align="center" valign="top">221</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">ON287374</td>
</tr>
<tr>
<td align="left" valign="top">U</td>
<td align="left" valign="top">vB_SmaS-Kamaji</td>
<td align="center" valign="top">112,334</td>
<td align="center" valign="top">323.4-fold</td>
<td align="char" valign="top" char=".">44.69</td>
<td align="center" valign="top">153</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">ON287373</td>
</tr>
<tr>
<td align="left" valign="top">V</td>
<td align="left" valign="top">vB_SmaS-ChibiTotoro</td>
<td align="center" valign="top">44,971</td>
<td align="center" valign="top">342.1-fold</td>
<td align="char" valign="top" char=".">57.18</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">37</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">ON287368</td>
</tr>
<tr>
<td align="left" valign="top">W</td>
<td align="left" valign="top">vB_SmaS-Susuwatari</td>
<td align="center" valign="top">44,728</td>
<td align="center" valign="top">246.5-fold</td>
<td align="char" valign="top" char=".">58.62</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">38</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">ON287371</td>
</tr>
<tr>
<td align="left" valign="top">X</td>
<td align="left" valign="top">vB_SmaP-Kaonashi&#x002A;</td>
<td align="center" valign="top">41,649</td>
<td align="center" valign="top">365.2-fold</td>
<td align="char" valign="top" char=".">53.92</td>
<td align="center" valign="top">50</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">ON287377</td>
</tr>
<tr>
<td align="left" valign="top">Y</td>
<td align="left" valign="top">vB_SmaM-Otaku</td>
<td align="center" valign="top">39,857</td>
<td align="center" valign="top">1,990.0-fold</td>
<td align="char" valign="top" char=".">57.41</td>
<td align="center" valign="top">62</td>
<td align="center" valign="top">44</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">ON087563</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Picture ID is corresponding to the isolates depicted in <xref rid="fig3" ref-type="fig">Figure 3</xref> and <xref rid="tab1" ref-type="table">Table 1</xref>. Coverage of phages was determined through QualiMap v2.2.2 (<xref ref-type="bibr" rid="ref49">Okonechnikov et al., 2016</xref>), CDS and hypothetical proteins were determined employing VIBRANT v1.2.1 annotation (<xref ref-type="bibr" rid="ref32">Kieft et al., 2020</xref>) and manual curation of gene function prediction using InterProScan v5.55&#x2013;88.0 (<xref ref-type="bibr" rid="ref64">Zdobnov and Apweiler, 2001</xref>) and Protein BLAST (<xref ref-type="bibr" rid="ref3">Altschul et al., 1990</xref>). ARAGORN v1.2.41.c (<xref ref-type="bibr" rid="ref40">Laslett and Canback, 2004</xref>) was used for the detection of tRNAs and tmRNAs (none could be detected). <sup>&#x002A;</sup>Isolation was performed after virome analysis of the dsDNA virome.</p>
</table-wrap-foot>
</table-wrap>
<p>Annotation of the genomes revealed the presence of phage-specific protein-encoding genes and the presence of tRNA genes frequently. It must be noted that <italic>Brevundimonas</italic>-associated bacteriophages &#x2265;300&#x2009;kb contained with &#x2265;24 an exceptionally high number of tRNA genes. Similar results were obtained for <italic>Serratia</italic> phages with a genome size of 112 to 148 kb (<xref rid="tab2" ref-type="table">Table 2</xref>).</p>
</sec>
<sec id="sec13">
<title>Phylogenetic classification of the isolates</title>
<p>We downloaded all publicly available phage genomes associated with the bacterial host genera (<xref ref-type="supplementary-material" rid="SM1">Supplementary Tables S2, S3</xref>) and used them for a BLASTn-based average nucleotide identity (ANI) analysis. Results revealed five genera which contain two or more species and eight orphan species for phages associated with <italic>Caulobacteracea</italic> (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>; <xref rid="fig4" ref-type="fig">Figure 4</xref>). Only three of our isolates were of the same species (vB_BpoS-Domovoi, vB_BpoS-Papperlapapp, and vB_BpoS-Kabachok). All others were new species or even representatives of new genera (<xref rid="fig4" ref-type="fig">Figure 4</xref>). <italic>Serratia-</italic>associated phages were affiliated to 13 genera which contain two or more species and eight orphan species (<xref ref-type="supplementary-material" rid="SM4">Supplementary Figure S3</xref>; <xref rid="fig1" ref-type="fig">Figure 1</xref>). Except vB_SmaM-Kodama, all isolates represented new species, of which at most two were associated with the same genus (<xref rid="fig1" ref-type="fig">Figure 1</xref>). These results showed that even with applying the classical isolation technique resulting in isolation of dsDNA phages only, we were able to isolate unknown species and genera. Thus, the plaque technique is certainly not exhausted in its potential and still leads to new discoveries.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Genome-based phylogenetic analysis of <italic>Caulobacteraceae</italic>-associated bacteriophages. All genomes from NCBI Virus (<xref ref-type="bibr" rid="ref12">Brister et al., 2015</xref>) and our own isolates (marked in bold red) were examined. Calculations were done with pyani (<xref ref-type="bibr" rid="ref54">Pritchard et al., 2016</xref>) using ANIm method with default parameters.</p>
</caption>
<graphic xlink:href="fmicb-14-1095850-g004.tif"/>
</fig>
</sec>
<sec id="sec14">
<title>Host-associated viromes</title>
<p>The plates from which we picked plaques and obtained the isolates also served as a starting point to generate host-associated viromes. The plates were washed with medium to collect all present phages, including those unable to form visible plaques and likely being overseen during preceding isolation. Viral derived nucleic acids were used to isolate dsDNA, ssDNA, dsRNA and ssRNA specifically. The amounts recovered were highest for dsDNA (250&#x2013;400&#x2009;ng) followed by ssDNA (230&#x2013;360&#x2009;ng), ssRNA (60&#x2013;200&#x2009;ng) and dsRNA (20&#x2013;40&#x2009;ng). The amount of ssRNA compared to the amount of dsDNA seemed relatively high, which might indicate contamination with host RNA.</p>
<p>A total of 16 host-associated metaviromes were studied, consisting of dsDNA, ssDNA, dsRNA and ssRNA metaviromes from two seasons and two host systems. No valuable information could be derived from the RNA viromes associated with <italic>Brevundimonas</italic> and <italic>Serratia</italic> and therefore, the analysis was not considered any further (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S5</xref>). In contrast, the amount of dsDNA and ssDNA was high (<xref rid="tab3" ref-type="table">Table 3</xref>). The assembled dsDNA virome of <italic>B. pondensis</italic> LVF1 comprised 13 (winter season) and 334 (summer season) contigs. The winter and summer season ssDNA viromes contained 16 and 134 contigs, respectively.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>dsDNA and ssDNA viromes associated with <italic>Brevundimonas pondensis</italic> and <italic>Serratia marcescens</italic>.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Virome</th>
<th align="center" valign="top">Number of reads after host removal</th>
<th align="center" valign="top">Average length of sequences (N50) [bp]</th>
<th align="center" valign="top">Number of contigs</th>
<th align="center" valign="top">Unique contigs</th>
<th align="center" valign="top">Unique and circular contigs</th>
<th align="center" valign="top">Unique and circular contigs phage-associated</th>
<th align="center" valign="top">Unique and non-circular contigs phage-associated</th>
<th align="center" valign="top">Sample-specific contigs</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">LVF1_p1_dsDNA</td>
<td align="center" valign="top">2,258,351</td>
<td align="center" valign="top">238,301</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">LVF1_p1_ssDNA</td>
<td align="center" valign="top">833,717</td>
<td align="center" valign="top">29,017</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">LVF1_p2_dsDNA</td>
<td align="center" valign="top">1,780,267</td>
<td align="center" valign="top">8,002</td>
<td align="center" valign="top">334</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">7</td>
</tr>
<tr>
<td align="left" valign="top">LVF1_p2_ssDNA</td>
<td align="center" valign="top">733,624</td>
<td align="center" valign="top">5,508</td>
<td align="center" valign="top">134</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">4</td>
</tr>
<tr>
<td align="left" valign="top">LVF3_p1_dsDNA</td>
<td align="center" valign="top">2,916,604</td>
<td align="center" valign="top">10,104</td>
<td align="center" valign="top">329</td>
<td align="center" valign="top">183</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">180</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top">LVF3_p1_ssDNA</td>
<td align="center" valign="top">2,372,672</td>
<td align="center" valign="top">5,508</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">LVF3_p2_dsDNA</td>
<td align="center" valign="top">2,913,723</td>
<td align="center" valign="top">39,857</td>
<td align="center" valign="top">26</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="top">LVF3_p2_ssDNA</td>
<td align="center" valign="top">2,391,113</td>
<td align="center" valign="top">39,857</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>LVF1_p1 stands for the virome associated with <italic>Brevundimonas pondensis</italic> LVF1 from January 2019, while LVF1_p2 is from July 2019. LVF3_p1 stands for the virome associated with <italic>Serratia marcescens</italic> LVF3 from July 2019, while LVF3_p2 is from January 2020. An overview of number of reads after host removal, the average length of sequences (N50) [bp], number of contigs (consensus region of DNA after Unicycler assembly and further decontamination), unique, and unique and circular contigs (all contigs which do not map with isolates and might be circular), unique and circular associated with our host systems (contigs which show sequence-similarity with other <italic>Brevundimonas</italic>-, <italic>Caulobacter</italic>- and <italic>Serratia</italic>-associated phages and are unique), unique and non-circular associated with our host systems contigs (same as before but with non-circular contigs), and sample-specific contigs (closest Blastp and VIBRANT results reveal non-phage associated contigs) are listed.</p>
</table-wrap-foot>
</table-wrap>
<p>The dsDNA metavirome associated with <italic>S. marcescens</italic> LVF3 led to 329 contigs for the summer season and only 26 for the winter season. The ssDNA viromes of both seasons exhibited a total of one circular contig with the same size of 39,857&#x2009;bp, implying one phage associated with <italic>Serratia</italic> (dsDNA phage vB_SmaM-Otaku).</p>
<p>In summary, the data (<xref rid="tab3" ref-type="table">Table 3</xref>) indicated that phage diversity is influenced by seasonal changes. Our results suggested that the phage diversity was higher in summer than in winter and that dsDNA phages were the dominant group associated to the hosts in the environment.</p>
</sec>
<sec id="sec15">
<title>Virome entities not covered by <italic>Brevundimonas</italic> and <italic>Serratia-</italic>associated phage isolates</title>
<p>To investigate which proportion of the viromes matched our isolates (<xref rid="tab3" ref-type="table">Table 3</xref>), we compared the contigs from the host-associated viromes to the genomes of the viral isolates at sequence level (<xref ref-type="supplementary-material" rid="SM1">Supplementary Tables S6&#x2013;S13</xref>).</p>
<p>For the winter season of the LVF1-associated dsDNA virome, all contigs matched our isolates, meaning the isolation was holistic, and we did not miss any individual phage. In contrast, 322 of 334 contigs of the summer season revealed similarity to our phages, and remaining 12 contigs were unique. Six of these contigs were determined as phage-associated using VIBRANT analysis (<xref ref-type="bibr" rid="ref32">Kieft et al., 2020</xref>). The other six contigs were sample-specific (sequences only present in the sample without being phage-associated). Contigs not associated with our isolates indicated a diversity of close-related phages. Investigation of the potential protein-encoding genes predicted from the unique contigs revealed similarities to DNA primases, phage terminases (large subunit), minor tail proteins, tail tip proteins, tail assembly proteins and putative baseplate hub proteins, DNA ligases and DNA polymerases (<xref ref-type="supplementary-material" rid="SM2">Supplementary Data File S1</xref>). Thus, these contigs were also phage-derived.</p>
<p>For the summer season of the <italic>S. marcescens</italic> LVF3-associated dsDNA virome, 183 of the 329 non-circular contigs were not associated with our isolates. One hundred eighty of these contigs were phage-associated, and one of the circular contigs implied a complete phage genome. The remaining two contigs were sample-specific. Noteworthy, some of the phage-associated contigs revealed sequence similarity to known phages associated with <italic>Cronobacter, Erwinia, Escherichia, Salmonella</italic>, and <italic>Pseudomonas</italic> (<xref ref-type="supplementary-material" rid="SM3">Supplementary Data File S2</xref>), implying a broad host range. In contrast, 13 of the 26 contigs of the winter season revealed similarity to our phages, and 13 remained unique. We observed protein-encoding genes similar to tail tube proteins, putative virion structural proteins, DNA primases, ATP-dependent helicase, viral DNA polymerases, putative tail sheath protein and DNA ligase. The 13 unique contigs of the winter virome encoded putative virion structural proteins, DNA polymerase, major capsid protein, helicase, and putative tail sheath protein (<xref ref-type="supplementary-material" rid="SM2">Supplementary Data File S1</xref>).</p>
<p>To analyze the isolated viral fraction, we investigated the proportion of the sequences associated with our isolates (<xref rid="fig2" ref-type="fig">Figure 2</xref>). Phage isolates associated with <italic>B. pondensis</italic> LVF1 comprised 67.4% of the dsDNA reads of the summer season and 96.1% of the winter season, whereas dsDNA reads of <italic>S. marcescens</italic> LVF3 comprised 76.4 and 94.0% of the summer and winter season, respectively. Both results revealed the main fraction of the dsDNA virome was successfully addressed by the overlay plaque assay. To analyze the presence of known but not isolated phages, we also mapped the reads on the genomes of related phages obtained from GenBank (accessed on January 20, 2022; <xref ref-type="supplementary-material" rid="SM1">Supplementary Tables S14&#x2013;S17</xref>). The phage diversity seemed to be highest for <italic>B. pondensis</italic> LVF1 and <italic>S. marcescens</italic> LVF3 during the summer season. The dominant phage for LVF1 was vB_BpoS-Domovoi (24.6%), while during the winter season this phage was barely detectable (1.0%). In contrast, vB_BpoS-Bambus was in summer almost absent (2.1%), while in winter dominant (62.9%). Phage diversity in the summer season of the <italic>S. marcescens</italic> virome was also high. The three dominant phages in the summer season were vB_SmaM-Otaku (18.9%), vB_SmaM-Sureiya (16.6%) and vB_SmaM-Yubaba (18.6%). In the winter season, vB_SmaM-Otaku (81.6%) was the prominent phage isolate, followed by vB_SmaM-Kashira (8.7%). The dsDNA viromes associated with LVF3 contained known <italic>Serratia</italic> phages, which were not isolated. These comprised 2050HW (2%), BUCT660 (2%), Moabite (1.6%), vB_SmaM_Hyamo (1.6%), vB_SmaM_Yaphecito (2.2%) and Tsm2 (2.0%).</p>
<p>We conclude from the dsDNA virome results that we can efficiently isolate dsDNA phages using the plaque overlay method. However, depending on the sample, a considerable diversity remains unavailable, but we isolated the majority of the dominant phages.</p>
</sec>
<sec id="sec16">
<title>A phage from the dsDNA virome</title>
<p>Virome contigs not belonging to the isolates could be assembled into a circular unit. Thus, it likely represents a complete phage genome, which provides a chance to isolate the respective phage from the remaining sample. In this way, phage vB_SmaP-Kaonashi (41,649&#x2009;bp) (<xref rid="fig3" ref-type="fig">Figure 3</xref>) was identified through a specific PCR screening applied on various subsequently generated plaques and successfully isolated (<xref rid="tab1" ref-type="table">Tables 1</xref>, <xref rid="tab2" ref-type="table">2</xref>). This example highlights the potential of accompanying host-associated metavirome analysis.</p>
</sec>
<sec id="sec17">
<title>A broad host dsDNA phage isolate</title>
<p>One of the frequent circular contigs associated with both host systems &#x2013; <italic>B. pondensis</italic> and <italic>S. marcescens</italic> was phage vB_SmaM-Otaku (39,857&#x2009;bp). We observed its presence in the <italic>B. pondensis</italic> LVF1 dsDNA virome of the summer season. We were able to isolate and characterize the phage genomically and morphologically. Through several reinfections <italic>via</italic> Overlay Plaque Assay of <italic>S. marcescens</italic> with vB_SmaM-Otaku, we received a pure phage isolate. A PCR screening confirmed its presence in the <italic>B. pondensis</italic>-associated metaviral sample as well. An infection of <italic>B. pondensis</italic> with the purified vB_SmaM-Otaku confirmed the ability of a broad-host infection as we could confirm its presence by revealing unequivocal plaques on an overlay assay (data not shown) and through PCR screening. The number of plaques produced by phage Otaku was in <italic>B.</italic> pondensis (~20) much lower than in <italic>S. marcescens</italic> (~150). Further, through several reinfections <italic>via</italic> Overlay Plaque Assay of <italic>B. pondensis</italic> with phage Otaku infecting <italic>Brevundimonas</italic>, a pure phage isolate was generated. This pure Otaku phage isolate was used for the infection of <italic>S. marcescens</italic>. The number of plaques produced by re-introducing phage Otaku into <italic>Serratia</italic> showed a similar amount (~135), The PCR screening confirmed the presence of this phage. Therefore, we concluded that vB_SmaM-Otaku is not a contamination, it is a phage with a broad host range.</p>
</sec>
<sec id="sec18">
<title>ssDNA viromes</title>
<p>Since we have not been able to isolate phages other than dsDNA phages, viromes based on a distinct nucleic acid were of particular interest. For the 17 ssDNA <italic>B. pondensis</italic> LVF1 virome-associated contigs from the winter season, all contigs did align to known dsDNA phages vB_BpoS-MaInes and vB_BpoS-StAshley. For the summer season, 115 of 134 contigs showed sequence similarity to known dsDNA phages. Of the remaining 18 unique contigs, 14 were predicted as phage-associated. Some revealed sequence similarity to <italic>Acinetobacter-</italic> (contig 1) and <italic>Bacillus</italic>-associated (contigs 58 and 71) phages, but also to a <italic>Siphoviridae</italic> sp. isolate ctfaf4 (contig 74) and unknown bacteriophage sp. isolate ctu5M1 (contig 106). Some of the phage-associated contigs had no Blastn hits, although VIBRANT predicted some of them as phage-associated (contigs 119, 162, and 289) containing genes coding for typical phage proteins such as portal protein, tail sheath protein, DNA ligase and terminase. Seven of the unique contigs (contig 148, 167, 494, 634, 638, 700, and 707) were sample-specific. Also, the prediction of functional protein domains of the annotated genes resulted in the closest hit with, e.g., 30% sequence identity with a DNA gyrase subunit B from <italic>Bacillus</italic> phage SP-15. The highest amino acid sequence identity (50%) of a protein sequence derived from the contig was to a hypothetical protein from vB_BpoS-Kikimora.</p>
<p>Noteworthy, we could identify high sequence similarity of contig 666 to <italic>Microviridae</italic> sp. isolate ctwNz7 (<xref rid="fig5" ref-type="fig">Figure 5A</xref>) and of contigs 178 and 225 to <italic>Inoviridae</italic> sp. isolate ctoJk8/ctDT74 (<xref rid="fig5" ref-type="fig">Figures 5B</xref>,<xref rid="fig5" ref-type="fig">C</xref>). These two phage families use ssDNA as genomic material. Predicted proteins derived from the ssDNA contigs (<italic>Inoviridae</italic> and <italic>Microviridae</italic> hits) were similar to coat proteins, attachment proteins, RstB proteins and replication initiation proteins. Thus, although our virome ssDNA preparation was imperfect and contained a dsDNA fragments, we were able to detect the presence of ssDNA phages.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Comparison of the contigs with best Blastn matches. Arrow indicates gene direction. Phage-specific gene products are shown in light blue with corresponding labeling, hypothetical proteins in light grey. Comparison of <bold>(A)</bold> contig 666 with <italic>Microviridae</italic> sp. isolate ctgy58, <bold>(B)</bold> contig 178 with <italic>Inoviridae</italic> sp. isolate cthBU12 and <bold>(C)</bold> contig 225 with <italic>Inoviridae</italic> sp. isolate ctW9k18. Plot was created with Easyfig (<xref ref-type="bibr" rid="ref59">Sullivan et al., 2011</xref>).</p>
</caption>
<graphic xlink:href="fmicb-14-1095850-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="sec19" sec-type="discussions">
<title>Discussion</title>
<sec id="sec20">
<title>Host system selection</title>
<p>The bacterial strains <italic>Brevundimonas</italic> and <italic>Serratia</italic> were associated with diverse DNA and RNA viruses. <xref ref-type="bibr" rid="ref25">Fukuda et al. (1976)</xref> successfully isolated dsDNA giant phage (&#x03C6;Cp34) associated with <italic>Caulobacter crescentus</italic>. In addition, RNA phages were isolated by the group around the same time (<xref ref-type="bibr" rid="ref46">Miyakawa et al., 1976</xref>). The ssDNA phage &#x03C6;X174 (<xref ref-type="bibr" rid="ref56">Sanger et al., 1977</xref>), dsDNA phage T7 (<xref ref-type="bibr" rid="ref18">Demerec and Fano, 1945</xref>) and ssRNA phage MS2 (<xref ref-type="bibr" rid="ref16">Davis et al., 1961</xref>) were associated with the genus <italic>Escherichia</italic>. Given the taxonomic proximity of <italic>Serratia</italic> to <italic>Escherichia</italic> and <italic>Brevundimonas</italic> to <italic>Caulobacter</italic>, we anticipated high viral diversity associated with <italic>B. pondensis</italic> LVF1 and <italic>S. marcescens</italic> LVF3. The preference for our host over established host systems was to ensure that, even when phage diversity was low, the isolated phages would likely be unique and contribute to viral diversity exploitation.</p>
<p>From our 25 isolates, five of the <italic>Caulobacteraceae</italic>-associated phages and seven of the <italic>Serratia</italic>-associated phages belong to new genera, underlining that there is still much to discover even with classical methods by employing new prokaryotic host systems. These comprised <italic>Brevundimonas</italic>-associated phages vB_BpoS-Strzyga, vB_BpoS-Polewnik, vB_BpoS-StAshley, vB_BpoS-MaInes, and vB_BpoS-Babayka. All five belonged to the same genus. In the case of <italic>Serratia</italic>, vB_SmaP-Kaonashi, vB_SmaS-ChuuTotoro, vB_SmaM-Kashira, vB_SmaS-ChibiTotoro, vB_SmaS-Susuwatari, vB_SmaM-Yubaba, and vB_SmaM-Sureiya were distributed over four new phage genera. In comparison, no new viral genus of <italic>Escherichia</italic> phages has been described for decades to our knowledge. We were particularly surprised by the high number of jumbo and giant phages among the new isolates. Although jumbo phages like 201&#x03C6;2-1 (<xref ref-type="bibr" rid="ref60">Thomas et al., 2008</xref>) and CcrColossus (<xref ref-type="bibr" rid="ref28">Gill et al., 2012</xref>) for the host systems <italic>Pseudomonas</italic> and <italic>Caulobacter</italic> as well as giant phages PA5oct and pEa_SNUABM_44 (<xref ref-type="bibr" rid="ref20">Drulis-Kawa et al., 2014</xref>; <xref ref-type="bibr" rid="ref33">Kim et al., 2020</xref>) for <italic>Pseudomonas</italic> and <italic>Erwinia</italic> host systems have already been described, these phages have rarely been observed, especially in model host systems despite various attempts (<xref ref-type="bibr" rid="ref57">Schilling et al., 2018a</xref>,<xref ref-type="bibr" rid="ref58">b</xref>; <xref ref-type="bibr" rid="ref48">Nordmann et al., 2019</xref>; <xref ref-type="bibr" rid="ref26">Furrer et al., 2020</xref>). For example, only two species of jumbo phages were known to be associated with the model organism <italic>Bacillus subtilis</italic>, including the group of PBS1-like phages represented by the isolates PBS1 (<xref ref-type="bibr" rid="ref21">Eiserling, 1967</xref>) and AR9 (<xref ref-type="bibr" rid="ref41">Lavysh et al., 2016</xref>), and SP10. The latter has never been reisolated for more than half a century.</p>
<p>The reasons for the success in employing our host systems for the isolation of large phages are unknown. Nevertheless, it is evident that the slow-growing <italic>B. pondensis</italic> LVF1 (<xref ref-type="bibr" rid="ref24">Friedrich et al., 2021b</xref>) led to the isolation of jumbo and giant phages rather than the faster-growing <italic>S. marcescens</italic> LVF3 (<xref ref-type="bibr" rid="ref23">Friedrich et al., 2021a</xref>). The growth characteristics of LVF3 were very similar to that of the <italic>Escherichia coli</italic> model, and the isolated phage vB_SmaS-ChibiTotoro and vB_SmaS-Susuwatari also strongly resembled the known <italic>Escherichia</italic> phage Lambda morphologically and genomically (<xref ref-type="bibr" rid="ref35">King et al., 2012c</xref>). Thus, we assume that host systems with slower growth rate give the larger phages more time to reproduce with their prolonged vegetative period and lead to a visible plaque on agar plates. We are unaware that phage isolation was tried on minimal media with established model host systems. Bacteria growth is at a much lower rate on minimal media, which prolongs the vegetative phases. Thus, it would be interesting to explore such conditions for the isolation of jumbo and giant phages of model host systems such as <italic>E. coli</italic>, <italic>B. subtilis</italic> and our <italic>S. marcescens</italic>.</p>
<p>We demonstrated that the overlay assay was able to grasp most of the viral dsDNA diversity. We could isolate most of the bacteriophages associated with both host strains, as confirmed by the host-associated metavirome data. Nevertheless, differences between the host systems were encountered and a seasonal impact was indicated. Further, we showed that <italic>S. marcescens</italic>-associated virome contained many phage-associated contigs, which are not part of the known phages infecting the <italic>Yersiniaceae</italic> family. These were <italic>Erwinia</italic>-, <italic>Salmonella</italic>- or <italic>Cronobacter</italic>-associated phages. They might not efficiently infect <italic>S. marcescens</italic>, but <italic>S. marcescens</italic>-associated phages show a broad host spectrum, i.e., the <italic>Serratia</italic> phage vB_SmaM-Otaku, which is able to infect <italic>B. pondensis</italic> (lysis was observed). Accordingly, <italic>Serratia</italic> phages are often able to infect related genera (<xref ref-type="bibr" rid="ref53">Prinsloo and Coetzee, 1964</xref>; <xref ref-type="bibr" rid="ref52">Prinsloo, 1966</xref>; <xref ref-type="bibr" rid="ref22">Evans et al., 2010</xref>).</p>
</sec>
<sec id="sec21">
<title>Viromes reveal a plethora of undetected host-associated phages</title>
<p>The dsDNA virome analysis showed that isolation with a classical plaque assay is very efficient and allows the recovery of the main present viral diversity. However, the complementary isolation of phages not initially detected demonstrated the value of accompanying host-associated metavirome analysis. For example, phage vB_SmaP-Kaonashi could only be isolated after identification in the corresponding virome dataset. Noteworthy, an important outcome of virome analysis was the identification of an isolate with a broad host range. The alignment of reads against a foreign host system led to the identification of vB_SmaM-Otaku, which experimentally proved to infect both <italic>B. pondensis</italic> LVF1 and <italic>S. marcescens</italic> LVF3 successfully.</p>
<p>The low concentration of ssDNA and the with dsDNA contaminated ssDNA virome sequences imply that only very few ssDNA phages were present in our samples; thereby explaining the lack of isolates. However, this would be too simplistic. Note that classical isolation methods fundamentally discriminate against this group of phages. <italic>Inoviridae</italic> infections are not lethal and do not necessarily lead to a visible plaque, which is necessary to identify and isolate a phage. In addition, we were able to detect <italic>Microviridae</italic>-like phages using TEM of the host-associated virome sample from the summer season (data not shown). These were round and non-tailed with an icosahedral symmetry and a diameter of roughly 30&#x2009;nm. Further, we were also able to detect filamentous structures (<italic>Inoviridae</italic>-like) in the metaviral sample. Nevertheless, ssDNA virome analysis has demonstrated that at least the <italic>B. pondensis</italic> LVF1 system is associated with <italic>Microviridae</italic> and <italic>Inoviridae</italic>. Thus, new or specifically optimized experimental approaches will be required to access these phages.</p>
<p>The situation is similar with RNA phages, and we have not succeeded in obtaining RNA phage isolates or virome-derived RNA phage sequences with both host systems. The nucleic acid amount of the dsRNA and ssRNA virome was low, except for the <italic>B. pondensis</italic> ssRNA virome from summer season. Further analysis confirmed contamination with ribosomal host RNA. An optimization of the methodology would be needed by getting rid of the host RNA and DNA. In addition, compared to DNA phages, RNA phages are much smaller regarding their genomic sizes [ssRNA phages 3.5&#x2013;4.3&#x2009;kb (<xref ref-type="bibr" rid="ref34">King et al., 2012b</xref>) and dsRNA phages 12.7&#x2013;15.0&#x2009;kb (<xref ref-type="bibr" rid="ref36">King et al., 2012a</xref>)]. Therefore, we would suspect a higher DNA to RNA base ratio. Further, virome samples typically represent low-abundance viruses better than intracellular viral genomes such as non-replicating proviruses and virocells (<xref ref-type="bibr" rid="ref30">Howard-Varona et al., 2020</xref>).</p>
<p>Again, we conclude that there is a need for novel approaches to access this realm of viral diversity rather than RNA phages being not associated with our hosts. Nevertheless, in a different study with <italic>B. goettingensis</italic>, we were able to discover the genome of an ssRNA phage of the <italic>Leviviridae</italic> family with the same nucleic acid isolation procedure (Friedrich et al., unpublished results).</p>
</sec>
</sec>
<sec id="sec22" sec-type="conclusions">
<title>Conclusion</title>
<p>We showed that the classical phage isolation methodology still bears a great potential to detect organismic and genetic phage diversity as we were able to isolate 14 <italic>Brevundimonas</italic>- and 11 <italic>Serratia</italic>-associated phages. While the morphological and genomic diversity of <italic>Serratia</italic>-associated phages appears to be greater than that of <italic>Brevundimonas</italic>, the <italic>Brevundimonas</italic>-associated virome revealed other phage genome types, e.g., ssDNA phages. Nevertheless, the classical method has its limitations such as only the isolation of particle-protected and plaque-forming phages. The range of host-associated phages can be expanded by complementation with sequencing-based metavirome analysis approaches, but the limitations cannot be entirely solved by employing these strategies.</p>
</sec>
<sec id="sec23" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
</sec>
<sec id="sec24">
<title>Author contributions</title>
<p>IF, RH, and RD conceptualized and designed the study. IF, HN, AK, BB, FT, SH, AP, and MB performed the experiments. IF, HN, AK, MH, and DS performed the visualization of results. IF and RH wrote the first draft of the manuscript. RD revised the manuscript. All authors interpreted the results and reviewed the final version of the manuscript.</p>
</sec>
<sec id="sec25" sec-type="funding-information">
<title>Funding</title>
<p>We acknowledge support by the Open Access Publication Funds of the University of G&#x00F6;ttingen, which had no role in study design, data collection, and interpretation, or the decision to submit the work for publication.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<p>We thank Melanie Heinemann for technical assistance.</p>
</ack>
<sec id="sec27" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2023.1095850/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2023.1095850/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_1.FASTA" id="SM2" mimetype="chemical/x-fasta" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_2.FASTA" id="SM3" mimetype="chemical/x-fasta" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Image_1.pdf" id="SM4" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adriaenssens</surname> <given-names>E.</given-names></name> <name><surname>Brister</surname> <given-names>J. R.</given-names></name></person-group> (<year>2017</year>). <article-title>How to name and classify your phage: an informal guide</article-title>. <source>Viruses</source> <volume>9</volume>:<fpage>70</fpage>. doi: <pub-id pub-id-type="doi">10.3390/v9040070</pub-id>, PMID: <pub-id pub-id-type="pmid">28368359</pub-id></citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Altschul</surname> <given-names>S.</given-names></name></person-group> (<year>1997</year>). <article-title>Gapped BLAST and PSI-BLAST: a new generation of protein database search programs</article-title>. <source>Nucleic Acids Res.</source> <volume>25</volume>, <fpage>3389</fpage>&#x2013;<lpage>3402</lpage>. doi: <pub-id pub-id-type="doi">10.1093/nar/25.17.3389</pub-id>, PMID: <pub-id pub-id-type="pmid">9254694</pub-id></citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Altschul</surname> <given-names>S. F.</given-names></name> <name><surname>Gish</surname> <given-names>W.</given-names></name> <name><surname>Miller</surname> <given-names>W.</given-names></name> <name><surname>Myers</surname> <given-names>E. W.</given-names></name> <name><surname>Lipman</surname> <given-names>D. J.</given-names></name></person-group> (<year>1990</year>). <article-title>Basic local alignment search tool</article-title>. <source>J. Mol. Biol.</source> <volume>215</volume>, <fpage>403</fpage>&#x2013;<lpage>410</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0022-2836(05)80360-2</pub-id></citation></ref>
<ref id="ref4"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Arnold</surname> <given-names>K.</given-names></name> <name><surname>Gosling</surname> <given-names>J.</given-names></name> <name><surname>Holmes</surname> <given-names>D.</given-names></name></person-group> (<year>2005</year>). <source>The Java Programming Language</source>. <edition>4th Edn</edition>. <publisher-loc>Lebanon, IN</publisher-loc>: <publisher-name>Addison-Wesley Professional</publisher-name>.</citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aziz</surname> <given-names>R. K.</given-names></name> <name><surname>Bartels</surname> <given-names>D.</given-names></name> <name><surname>Best</surname> <given-names>A. A.</given-names></name> <name><surname>DeJongh</surname> <given-names>M.</given-names></name> <name><surname>Disz</surname> <given-names>T.</given-names></name> <name><surname>Edwards</surname> <given-names>R. A.</given-names></name> <etal/></person-group>. (<year>2008</year>). <article-title>The RAST server: rapid annotations using subsystems technology</article-title>. <source>BMC Genomics</source> <volume>9</volume>:<fpage>75</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2164-9-75</pub-id>, PMID: <pub-id pub-id-type="pmid">18261238</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bankevich</surname> <given-names>A.</given-names></name> <name><surname>Nurk</surname> <given-names>S.</given-names></name> <name><surname>Antipov</surname> <given-names>D.</given-names></name> <name><surname>Gurevich</surname> <given-names>A. A.</given-names></name> <name><surname>Dvorkin</surname> <given-names>M.</given-names></name> <name><surname>Kulikov</surname> <given-names>A. S.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>SPAdes: a new genome assembly algorithm and its applications to single-cell sequencing</article-title>. <source>J. Comput. Biol.</source> <volume>19</volume>, <fpage>455</fpage>&#x2013;<lpage>477</lpage>. doi: <pub-id pub-id-type="doi">10.1089/cmb.2012.0021</pub-id>, PMID: <pub-id pub-id-type="pmid">22506599</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Benson</surname> <given-names>D. A.</given-names></name> <name><surname>Cavanaugh</surname> <given-names>M.</given-names></name> <name><surname>Clark</surname> <given-names>K.</given-names></name> <name><surname>Karsch-Mizrachi</surname> <given-names>I.</given-names></name> <name><surname>Lipman</surname> <given-names>D. J.</given-names></name> <name><surname>Ostell</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>GenBank</article-title>. <source>Nucleic Acids Res.</source> <volume>45</volume>, <fpage>D37</fpage>&#x2013;<lpage>D42</lpage>. doi: <pub-id pub-id-type="doi">10.1093/nar/gkw1070</pub-id>, PMID: <pub-id pub-id-type="pmid">27899564</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Besemer</surname> <given-names>J.</given-names></name> <name><surname>Lomsadze</surname> <given-names>A.</given-names></name> <name><surname>Borodovsky</surname> <given-names>M.</given-names></name></person-group> (<year>2001</year>). <article-title>GeneMarkS: a self-training method for prediction of gene starts in microbial genomes. Implications for finding sequence motifs in regulatory regions</article-title>. <source>Nucleic Acids Res.</source> <volume>29</volume>, <fpage>2607</fpage>&#x2013;<lpage>2618</lpage>. doi: <pub-id pub-id-type="doi">10.1093/nar/29.12.2607</pub-id>, PMID: <pub-id pub-id-type="pmid">11410670</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="other"><person-group person-group-type="author"><collab id="coll1">BLAST&#x00AE; Command Line Applications User Manual [Internet]</collab></person-group> (<year>2019</year>). BLAST<sup>&#x00AE;</sup> Command Line Applications User Manual. Available at: <ext-link xlink:href="https://www.ncbi.nlm.nih.gov/books/NBK279690/" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/books/NBK279690/</ext-link> (Accessed November 20, 2020).</citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bolger</surname> <given-names>A. M.</given-names></name> <name><surname>Lohse</surname> <given-names>M.</given-names></name> <name><surname>Usadel</surname> <given-names>B.</given-names></name></person-group> (<year>2014</year>). <article-title>Trimmomatic: a flexible trimmer for Illumina sequence data</article-title>. <source>Bioinformatics</source> <volume>30</volume>, <fpage>2114</fpage>&#x2013;<lpage>2120</lpage>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/btu170</pub-id>, PMID: <pub-id pub-id-type="pmid">24695404</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Borodovsky</surname> <given-names>M.</given-names></name> <name><surname>McIninch</surname> <given-names>J.</given-names></name></person-group> (<year>1993</year>). <article-title>GENMARK: parallel gene recognition for both DNA strands</article-title>. <source>Comput. Chem.</source> <volume>17</volume>, <fpage>123</fpage>&#x2013;<lpage>133</lpage>. doi: <pub-id pub-id-type="doi">10.1016/0097-8485(93)85004-V</pub-id></citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brister</surname> <given-names>J. R.</given-names></name> <name><surname>Ako-Adjei</surname> <given-names>D.</given-names></name> <name><surname>Bao</surname> <given-names>Y.</given-names></name> <name><surname>Blinkova</surname> <given-names>O.</given-names></name></person-group> (<year>2015</year>). <article-title>NCBI viral genomes resource</article-title>. <source>Nucleic Acids Res.</source> <volume>43</volume>, <fpage>D571</fpage>&#x2013;<lpage>D577</lpage>. doi: <pub-id pub-id-type="doi">10.1093/nar/gku1207</pub-id>, PMID: <pub-id pub-id-type="pmid">25428358</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Camacho</surname> <given-names>C.</given-names></name> <name><surname>Coulouris</surname> <given-names>G.</given-names></name> <name><surname>Avagyan</surname> <given-names>V.</given-names></name> <name><surname>Ma</surname> <given-names>N.</given-names></name> <name><surname>Papadopoulos</surname> <given-names>J.</given-names></name> <name><surname>Bealer</surname> <given-names>K.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>BLAST+: architecture and applications</article-title>. <source>BMC Bioinform.</source> <volume>10</volume>:<fpage>421</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2105-10-421</pub-id>, PMID: <pub-id pub-id-type="pmid">20003500</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carding</surname> <given-names>S. R.</given-names></name> <name><surname>Davis</surname> <given-names>N.</given-names></name> <name><surname>Hoyles</surname> <given-names>L.</given-names></name></person-group> (<year>2017</year>). <article-title>Review article: the human intestinal virome in health and disease</article-title>. <source>Aliment. Pharmacol. Ther.</source> <volume>46</volume>, <fpage>800</fpage>&#x2013;<lpage>815</lpage>. doi: <pub-id pub-id-type="doi">10.1111/apt.14280</pub-id>, PMID: <pub-id pub-id-type="pmid">28869283</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Casas</surname> <given-names>V.</given-names></name> <name><surname>Rohwer</surname> <given-names>F.</given-names></name></person-group> (<year>2007</year>). &#x201C;<article-title>Phage metagenomics</article-title>&#x201D; in <source>Methods in Enzymology</source> (<publisher-loc>Amsterdam</publisher-loc>: <publisher-name>Elsevier</publisher-name>), <fpage>259</fpage>&#x2013;<lpage>268</lpage>.</citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Davis</surname> <given-names>J. E.</given-names></name> <name><surname>Sinsheimer</surname> <given-names>R. L.</given-names></name> <name><surname>Strauss</surname> <given-names>J. H.</given-names></name></person-group> (<year>1961</year>). <article-title>Bacteriophage MS2-another RNA phage</article-title>. <source>Am. Assoc. Adv. Sci.</source> <volume>134</volume>:<fpage>1427</fpage>.</citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Delcher</surname> <given-names>A. L.</given-names></name> <name><surname>Bratke</surname> <given-names>K. A.</given-names></name> <name><surname>Powers</surname> <given-names>E. C.</given-names></name> <name><surname>Salzberg</surname> <given-names>S. L.</given-names></name></person-group> (<year>2007</year>). <article-title>Identifying bacterial genes and endosymbiont DNA with glimmer</article-title>. <source>Bioinformatics</source> <volume>23</volume>, <fpage>673</fpage>&#x2013;<lpage>679</lpage>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/btm009</pub-id>, PMID: <pub-id pub-id-type="pmid">17237039</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Demerec</surname> <given-names>M.</given-names></name> <name><surname>Fano</surname> <given-names>U.</given-names></name></person-group> (<year>1945</year>). <article-title>Bacteriophage-resistant mutants in <italic>Escherichia coli</italic></article-title>. <source>Genetics</source> <volume>30</volume>, <fpage>119</fpage>&#x2013;<lpage>136</lpage>. doi: <pub-id pub-id-type="doi">10.1093/genetics/30.2.119</pub-id>, PMID: <pub-id pub-id-type="pmid">17247150</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dion</surname> <given-names>M. B.</given-names></name> <name><surname>Oechslin</surname> <given-names>F.</given-names></name> <name><surname>Moineau</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <article-title>Phage diversity, genomics and phylogeny</article-title>. <source>Nat. Rev. Microbiol.</source> <volume>18</volume>, <fpage>125</fpage>&#x2013;<lpage>138</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41579-019-0311-5</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Drulis-Kawa</surname> <given-names>Z.</given-names></name> <name><surname>Olszak</surname> <given-names>T.</given-names></name> <name><surname>Danis</surname> <given-names>K.</given-names></name> <name><surname>Majkowska-Skrobek</surname> <given-names>G.</given-names></name> <name><surname>Ackermann</surname> <given-names>H.-W.</given-names></name></person-group> (<year>2014</year>). <article-title>A giant <italic>Pseudomonas</italic> phage from Poland</article-title>. <source>Arch. Virol.</source> <volume>159</volume>, <fpage>567</fpage>&#x2013;<lpage>572</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00705-013-1844-y</pub-id>, PMID: <pub-id pub-id-type="pmid">24072472</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eiserling</surname> <given-names>F. A.</given-names></name></person-group> (<year>1967</year>). <article-title>The structure of <italic>Bacillus subtilis</italic> bacteriophage PBS 1</article-title>. <source>J. Ultrastruct. Res.</source> <volume>17</volume>, <fpage>342</fpage>&#x2013;<lpage>347</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0022-5320(67)80053-4</pub-id>, PMID: <pub-id pub-id-type="pmid">4960999</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Evans</surname> <given-names>T. J.</given-names></name> <name><surname>Crow</surname> <given-names>M. A.</given-names></name> <name><surname>Williamson</surname> <given-names>N. R.</given-names></name> <name><surname>Orme</surname> <given-names>W.</given-names></name> <name><surname>Thomson</surname> <given-names>N. R.</given-names></name> <name><surname>Komitopoulou</surname> <given-names>E.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Characterization of a broad-host-range flagellum-dependent phage that mediates high-efficiency generalized transduction in, and between, <italic>Serratia</italic> and <italic>Pantoea</italic></article-title>. <source>Microbiology</source> <volume>156</volume>, <fpage>240</fpage>&#x2013;<lpage>247</lpage>. doi: <pub-id pub-id-type="doi">10.1099/mic.0.032797-0</pub-id>, PMID: <pub-id pub-id-type="pmid">19778959</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Friedrich</surname> <given-names>I.</given-names></name> <name><surname>Bodenberger</surname> <given-names>B.</given-names></name> <name><surname>Neubauer</surname> <given-names>H.</given-names></name> <name><surname>Hertel</surname> <given-names>R.</given-names></name> <name><surname>Daniel</surname> <given-names>R.</given-names></name></person-group> (<year>2021a</year>). <article-title>Down in the pond: isolation and characterization of a new <italic>Serratia marcescens</italic> strain (LVF3) from the surface water near frog&#x2019;s lettuce (<italic>Groenlandia densa</italic>)</article-title>. <source>PLoS One</source> <volume>16</volume>:<fpage>e0259673</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0259673</pub-id>, PMID: <pub-id pub-id-type="pmid">34748577</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Friedrich</surname> <given-names>I.</given-names></name> <name><surname>Klassen</surname> <given-names>A.</given-names></name> <name><surname>Neubauer</surname> <given-names>H.</given-names></name> <name><surname>Schneider</surname> <given-names>D.</given-names></name> <name><surname>Hertel</surname> <given-names>R.</given-names></name> <name><surname>Daniel</surname> <given-names>R.</given-names></name></person-group> (<year>2021b</year>). <article-title>Living in a puddle of mud: isolation and characterization of two novel <italic>Caulobacteraceae</italic> strains <italic>Brevundimonas pondensis</italic> sp. nov. and <italic>Brevundimonas goettingensis</italic> sp. nov</article-title>. <source>Appl. Microbiol.</source> <volume>1</volume>, <fpage>38</fpage>&#x2013;<lpage>59</lpage>. doi: <pub-id pub-id-type="doi">10.3390/applmicrobiol1010005</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fukuda</surname> <given-names>A.</given-names></name> <name><surname>Miyakawa</surname> <given-names>K.</given-names></name> <name><surname>Iba</surname> <given-names>H.</given-names></name> <name><surname>Okada</surname> <given-names>Y.</given-names></name></person-group> (<year>1976</year>). <article-title>A flagellotropic bacteriophage and flagella formation in <italic>Caulobacter</italic></article-title>. <source>Virology</source> <volume>71</volume>, <fpage>583</fpage>&#x2013;<lpage>592</lpage>. doi: <pub-id pub-id-type="doi">10.1016/0042-6822(76)90383-4</pub-id>, PMID: <pub-id pub-id-type="pmid">936475</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Furrer</surname> <given-names>A. D.</given-names></name> <name><surname>B&#x00F6;meke</surname> <given-names>M.</given-names></name> <name><surname>Hoppert</surname> <given-names>M.</given-names></name> <name><surname>Hertel</surname> <given-names>R.</given-names></name></person-group> (<year>2020</year>). <article-title>Phage vB_BveM-Goe7 represents a new genus in the subfamily <italic>Bastillevirinae</italic></article-title>. <source>Arch. Virol.</source> <volume>165</volume>, <fpage>959</fpage>&#x2013;<lpage>962</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00705-020-04546-1</pub-id>, PMID: <pub-id pub-id-type="pmid">32052194</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garmaeva</surname> <given-names>S.</given-names></name> <name><surname>Sinha</surname> <given-names>T.</given-names></name> <name><surname>Kurilshikov</surname> <given-names>A.</given-names></name> <name><surname>Fu</surname> <given-names>J.</given-names></name> <name><surname>Wijmenga</surname> <given-names>C.</given-names></name> <name><surname>Zhernakova</surname> <given-names>A.</given-names></name></person-group> (<year>2019</year>). <article-title>Studying the gut virome in the metagenomic era: challenges and perspectives</article-title>. <source>BMC Biol.</source> <volume>17</volume>:<fpage>84</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12915-019-0704-y</pub-id>, PMID: <pub-id pub-id-type="pmid">31660953</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gill</surname> <given-names>J. J.</given-names></name> <name><surname>Berry</surname> <given-names>J. D.</given-names></name> <name><surname>Russell</surname> <given-names>W. K.</given-names></name> <name><surname>Lessor</surname> <given-names>L.</given-names></name> <name><surname>Escobar-Garcia</surname> <given-names>D. A.</given-names></name> <name><surname>Hernandez</surname> <given-names>D.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>The <italic>Caulobacter crescentus</italic> phage phiCbK: genomics of a canonical phage</article-title>. <source>BMC Genomics</source> <volume>13</volume>:<fpage>542</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2164-13-542</pub-id>, PMID: <pub-id pub-id-type="pmid">23050599</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gonzalez</surname> <given-names>F.</given-names></name> <name><surname>Helm</surname> <given-names>R. F.</given-names></name> <name><surname>Broadway</surname> <given-names>K. M.</given-names></name> <name><surname>Scharf</surname> <given-names>B. E.</given-names></name></person-group> (<year>2018</year>). <article-title>More than rotating flagella: lipopolysaccharide as a secondary receptor for flagellotropic phage 7-7-1</article-title>. <source>J. Bacteriol.</source> <volume>200</volume>, <fpage>e00363</fpage>&#x2013;<lpage>e00318</lpage>. doi: <pub-id pub-id-type="doi">10.1128/JB.00363-18</pub-id>, PMID: <pub-id pub-id-type="pmid">30012730</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Howard-Varona</surname> <given-names>C.</given-names></name> <name><surname>Lindback</surname> <given-names>M. M.</given-names></name> <name><surname>Bastien</surname> <given-names>G. E.</given-names></name> <name><surname>Solonenko</surname> <given-names>N.</given-names></name> <name><surname>Zayed</surname> <given-names>A. A.</given-names></name> <name><surname>Jang</surname> <given-names>H.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Phage-specific metabolic reprogramming of virocells</article-title>. <source>ISME J.</source> <volume>14</volume>, <fpage>881</fpage>&#x2013;<lpage>895</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41396-019-0580-z</pub-id>, PMID: <pub-id pub-id-type="pmid">31896786</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hyatt</surname> <given-names>D.</given-names></name> <name><surname>Chen</surname> <given-names>G.-L.</given-names></name> <name><surname>LoCascio</surname> <given-names>P. F.</given-names></name> <name><surname>Land</surname> <given-names>M. L.</given-names></name> <name><surname>Larimer</surname> <given-names>F. W.</given-names></name> <name><surname>Hauser</surname> <given-names>L. J.</given-names></name></person-group> (<year>2020</year>). <article-title>Prodigal: prokaryotic gene recognition and translation initiation site identification</article-title>. <source>BMC Bioinform.</source> <volume>11</volume>:<fpage>119</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2105-11-119</pub-id>, PMID: <pub-id pub-id-type="pmid">20211023</pub-id></citation></ref>
<ref id="ref32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kieft</surname> <given-names>K.</given-names></name> <name><surname>Zhou</surname> <given-names>Z.</given-names></name> <name><surname>Anantharaman</surname> <given-names>K.</given-names></name></person-group> (<year>2020</year>). <article-title>VIBRANT: automated recovery, annotation and curation of microbial viruses, and evaluation of viral community function from genomic sequences</article-title>. <source>Microbiome</source> <volume>8</volume>:<fpage>90</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s40168-020-00867-0</pub-id>, PMID: <pub-id pub-id-type="pmid">32522236</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>S.</given-names></name> <name><surname>Lee</surname> <given-names>S.</given-names></name> <name><surname>Giri</surname> <given-names>S.</given-names></name> <name><surname>Kim</surname> <given-names>H.</given-names></name> <name><surname>Kim</surname> <given-names>S.</given-names></name> <name><surname>Kwon</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Characterization of novel <italic>Erwinia amylovora</italic> jumbo bacteriophages from <italic>Eneladusvirus</italic> genus</article-title>. <source>Viruses</source> <volume>12</volume>:<fpage>1373</fpage>. doi: <pub-id pub-id-type="doi">10.3390/v12121373</pub-id>, PMID: <pub-id pub-id-type="pmid">33266226</pub-id></citation></ref>
<ref id="ref34"><citation citation-type="book"><person-group person-group-type="author"><name><surname>King</surname> <given-names>A. M. Q.</given-names></name> <name><surname>Adams</surname> <given-names>M. J.</given-names></name> <name><surname>Carstens</surname> <given-names>E. B.</given-names></name></person-group> (<year>2012b</year>). &#x201C;<article-title>Family &#x2013; <italic>Leviviridae</italic></article-title>&#x201D; in <source>Virus Taxonomy</source>. ed. <person-group person-group-type="editor"><name><surname>Lefkowitz</surname> <given-names>E. J.</given-names></name></person-group> (<publisher-loc>San Diego, CA</publisher-loc>: <publisher-name>Elsevier</publisher-name>), <fpage>1035</fpage>&#x2013;<lpage>1043</lpage>.</citation></ref>
<ref id="ref35"><citation citation-type="book"><person-group person-group-type="author"><name><surname>King</surname> <given-names>A. M. Q.</given-names></name> <name><surname>Adams</surname> <given-names>M. J.</given-names></name> <name><surname>Carstens</surname> <given-names>E. B.</given-names></name></person-group> (<year>2012c</year>). &#x201C;<article-title>Family &#x2013; <italic>Siphoviridae</italic></article-title>&#x201D; in <source>Virus Taxonomy</source>. ed. <person-group person-group-type="editor"><name><surname>Lefkowitz</surname> <given-names>E. J.</given-names></name></person-group> (<publisher-loc>San Diego, CA</publisher-loc>: <publisher-name>Elsevier</publisher-name>), <fpage>86</fpage>&#x2013;<lpage>98</lpage>.</citation></ref>
<ref id="ref36"><citation citation-type="book"><person-group person-group-type="author"><name><surname>King</surname> <given-names>A. M. Q.</given-names></name> <name><surname>Adams</surname> <given-names>M. J.</given-names></name> <name><surname>Carstens</surname> <given-names>E. B.</given-names></name> <name><surname>Lefkowitz</surname> <given-names>E. J.</given-names></name></person-group> (<year>2012a</year>). &#x201C;<article-title>Family &#x2013; <italic>Cystoviridae</italic></article-title>&#x201D; in <source>Virus Taxonomy</source> (<publisher-loc>San Diego, CA</publisher-loc>: <publisher-name>Elsevier</publisher-name>), <fpage>515</fpage>&#x2013;<lpage>518</lpage>.</citation></ref>
<ref id="ref37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kohm</surname> <given-names>K.</given-names></name> <name><surname>Floccari</surname> <given-names>V. A.</given-names></name> <name><surname>Lutz</surname> <given-names>V. T.</given-names></name> <name><surname>Nordmann</surname> <given-names>B.</given-names></name> <name><surname>Mittelst&#x00E4;dt</surname> <given-names>C.</given-names></name> <name><surname>Poehlein</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>The <italic>Bacillus</italic> phage SP&#x03B2; and its relatives: a temperate phage model system reveals new strains, species, prophage integration loci, conserved proteins and lysogeny management components</article-title>. <source>Environ. Microbiol.</source> <volume>24</volume>, <fpage>2098</fpage>&#x2013;<lpage>2118</lpage>. doi: <pub-id pub-id-type="doi">10.1111/1462-2920.15964</pub-id>, PMID: <pub-id pub-id-type="pmid">35293111</pub-id></citation></ref>
<ref id="ref38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kropinski</surname> <given-names>A. M.</given-names></name> <name><surname>Mazzocco</surname> <given-names>A.</given-names></name> <name><surname>Waddell</surname> <given-names>T. E.</given-names></name> <name><surname>Lingohr</surname> <given-names>E.</given-names></name> <name><surname>Johnson</surname> <given-names>R. P.</given-names></name></person-group> (<year>2009</year>). <article-title>Enumeration of bacteriophages by double agar overlay plaque assay</article-title>. <source>Methods Mol. Biol.</source> <volume>501</volume>, <fpage>69</fpage>&#x2013;<lpage>76</lpage>. doi: <pub-id pub-id-type="doi">10.1007/978-1-60327-164-6_7</pub-id>, PMID: <pub-id pub-id-type="pmid">19066811</pub-id></citation></ref>
<ref id="ref39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Langmead</surname> <given-names>B.</given-names></name> <name><surname>Salzberg</surname> <given-names>S. L.</given-names></name></person-group> (<year>2012</year>). <article-title>Fast gapped-read alignment with bowtie 2</article-title>. <source>Nat. Methods</source> <volume>9</volume>, <fpage>357</fpage>&#x2013;<lpage>359</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nmeth.1923</pub-id>, PMID: <pub-id pub-id-type="pmid">22388286</pub-id></citation></ref>
<ref id="ref40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Laslett</surname> <given-names>D.</given-names></name> <name><surname>Canback</surname> <given-names>B.</given-names></name></person-group> (<year>2004</year>). <article-title>ARAGORN, a program to detect tRNA genes and tmRNA genes in nucleotide sequences</article-title>. <source>Nucleic Acids Res.</source> <volume>32</volume>, <fpage>11</fpage>&#x2013;<lpage>16</lpage>. doi: <pub-id pub-id-type="doi">10.1093/nar/gkh152</pub-id>, PMID: <pub-id pub-id-type="pmid">14704338</pub-id></citation></ref>
<ref id="ref41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lavysh</surname> <given-names>D.</given-names></name> <name><surname>Sokolova</surname> <given-names>M.</given-names></name> <name><surname>Minakhin</surname> <given-names>L.</given-names></name> <name><surname>Yakunina</surname> <given-names>M.</given-names></name> <name><surname>Artamonova</surname> <given-names>T.</given-names></name> <name><surname>Kozyavkin</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>The genome of AR9, a giant transducing <italic>Bacillus</italic> phage encoding two multisubunit RNA polymerases</article-title>. <source>Virology</source> <volume>495</volume>, <fpage>185</fpage>&#x2013;<lpage>196</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.virol.2016.04.030</pub-id>, PMID: <pub-id pub-id-type="pmid">27236306</pub-id></citation></ref>
<ref id="ref42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lazeroff</surname> <given-names>M.</given-names></name> <name><surname>Ryder</surname> <given-names>G.</given-names></name> <name><surname>Harris</surname> <given-names>S. L.</given-names></name> <name><surname>Tsourkas</surname> <given-names>P. K.</given-names></name></person-group> (<year>2021</year>). <article-title>Phage commander, an application for rapid gene identification in bacteriophage genomes using multiple programs</article-title>. <source>Phage</source> <volume>2</volume>, <fpage>204</fpage>&#x2013;<lpage>213</lpage>. doi: <pub-id pub-id-type="doi">10.1089/phage.2020.0044</pub-id>, PMID: <pub-id pub-id-type="pmid">36147516</pub-id></citation></ref>
<ref id="ref43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>H.</given-names></name> <name><surname>Handsaker</surname> <given-names>B.</given-names></name> <name><surname>Wysoker</surname> <given-names>A.</given-names></name> <name><surname>Fennell</surname> <given-names>T.</given-names></name> <name><surname>Ruan</surname> <given-names>J.</given-names></name> <name><surname>Homer</surname> <given-names>N.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>The sequence alignment/map format and SAMtools</article-title>. <source>Bioinformatics</source> <volume>25</volume>, <fpage>2078</fpage>&#x2013;<lpage>2079</lpage>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/btp352</pub-id>, PMID: <pub-id pub-id-type="pmid">19505943</pub-id></citation></ref>
<ref id="ref44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lomsadze</surname> <given-names>A.</given-names></name> <name><surname>Gemayel</surname> <given-names>K.</given-names></name> <name><surname>Tang</surname> <given-names>S.</given-names></name> <name><surname>Borodovsky</surname> <given-names>M.</given-names></name></person-group> (<year>2018</year>). <article-title>Modeling leaderless transcription and atypical genes results in more accurate gene prediction in prokaryotes</article-title>. <source>Genome Res.</source> <volume>28</volume>, <fpage>1079</fpage>&#x2013;<lpage>1089</lpage>. doi: <pub-id pub-id-type="doi">10.1101/gr.230615.117</pub-id>, PMID: <pub-id pub-id-type="pmid">29773659</pub-id></citation></ref>
<ref id="ref45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mago&#x010D;</surname> <given-names>T.</given-names></name> <name><surname>Salzberg</surname> <given-names>S. L.</given-names></name></person-group> (<year>2011</year>). <article-title>FLASH: fast length adjustment of short reads to improve genome assemblies</article-title>. <source>Bioinformatics</source> <volume>27</volume>, <fpage>2957</fpage>&#x2013;<lpage>2963</lpage>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/btr507</pub-id>, PMID: <pub-id pub-id-type="pmid">21903629</pub-id></citation></ref>
<ref id="ref46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miyakawa</surname> <given-names>K.</given-names></name> <name><surname>Fukuda</surname> <given-names>A.</given-names></name> <name><surname>Okada</surname> <given-names>Y.</given-names></name> <name><surname>Furuse</surname> <given-names>K.</given-names></name> <name><surname>Watanabe</surname> <given-names>I.</given-names></name></person-group> (<year>1976</year>). <article-title>Isolation and characterization of RNA phages for <italic>Caulobacter crescentus</italic></article-title>. <source>Virology</source> <volume>73</volume>, <fpage>461</fpage>&#x2013;<lpage>467</lpage>. doi: <pub-id pub-id-type="doi">10.1016/0042-6822(76)90407-4</pub-id>, PMID: <pub-id pub-id-type="pmid">960574</pub-id></citation></ref>
<ref id="ref47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Noguchi</surname> <given-names>H.</given-names></name> <name><surname>Park</surname> <given-names>J.</given-names></name> <name><surname>Takagi</surname> <given-names>T.</given-names></name></person-group> (<year>2006</year>). <article-title>MetaGene: prokaryotic gene finding from environmental genome shotgun sequences</article-title>. <source>Nucleic Acids Res.</source> <volume>34</volume>, <fpage>5623</fpage>&#x2013;<lpage>5630</lpage>. doi: <pub-id pub-id-type="doi">10.1093/nar/gkl723</pub-id>, PMID: <pub-id pub-id-type="pmid">17028096</pub-id></citation></ref>
<ref id="ref48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nordmann</surname> <given-names>B.</given-names></name> <name><surname>Schilling</surname> <given-names>T.</given-names></name> <name><surname>Hoppert</surname> <given-names>M.</given-names></name> <name><surname>Hertel</surname> <given-names>R.</given-names></name></person-group> (<year>2019</year>). <article-title>Complete genome sequence of the virus isolate vB_BthM-Goe5 infecting <italic>Bacillus thuringiensis</italic></article-title>. <source>Arch. Virol.</source> <volume>164</volume>, <fpage>1485</fpage>&#x2013;<lpage>1488</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00705-019-04187-z</pub-id>, PMID: <pub-id pub-id-type="pmid">30848388</pub-id></citation></ref>
<ref id="ref49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Okonechnikov</surname> <given-names>K.</given-names></name> <name><surname>Conesa</surname> <given-names>A.</given-names></name> <name><surname>Garc&#x00ED;a-Alcalde</surname> <given-names>F.</given-names></name></person-group> (<year>2016</year>). <article-title>Qualimap 2: advanced multi-sample quality control for high-throughput sequencing data</article-title>. <source>Bioinformatics</source> <volume>32</volume>, <fpage>292</fpage>&#x2013;<lpage>294</lpage>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/btv566</pub-id>, PMID: <pub-id pub-id-type="pmid">26428292</pub-id></citation></ref>
<ref id="ref50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Parks</surname> <given-names>D. H.</given-names></name> <name><surname>Chuvochina</surname> <given-names>M.</given-names></name> <name><surname>Chaumeil</surname> <given-names>P. A.</given-names></name> <name><surname>Rinke</surname> <given-names>C.</given-names></name> <name><surname>Mussig</surname> <given-names>A. J.</given-names></name> <name><surname>Hugenholtz</surname> <given-names>P.</given-names></name></person-group> (<year>2019</year>). <article-title>Selection of representative genomes for 24,706 bacterial and archaeal species clusters provide a complete genome-based taxonomy</article-title>. <source>bioRxiv</source>. doi: <pub-id pub-id-type="doi">10.1101/771964</pub-id></citation></ref>
<ref id="ref51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Principi</surname> <given-names>N.</given-names></name> <name><surname>Silvestri</surname> <given-names>E.</given-names></name> <name><surname>Esposito</surname> <given-names>S.</given-names></name></person-group> (<year>2019</year>). <article-title>Advantages and limitations of bacteriophages for the treatment of bacterial infections</article-title>. <source>Front. Pharmacol.</source> <volume>10</volume>:<fpage>513</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fphar.2019.00513</pub-id>, PMID: <pub-id pub-id-type="pmid">31139086</pub-id></citation></ref>
<ref id="ref52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prinsloo</surname> <given-names>H. E.</given-names></name></person-group> (<year>1966</year>). <article-title>Bacteriocins and phages produced by <italic>Serratia marcescens</italic></article-title>. <source>J. Gen. Microbiol.</source> <volume>45</volume>, <fpage>205</fpage>&#x2013;<lpage>212</lpage>. doi: <pub-id pub-id-type="doi">10.1099/00221287-45-2-205</pub-id>, PMID: <pub-id pub-id-type="pmid">5339480</pub-id></citation></ref>
<ref id="ref53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prinsloo</surname> <given-names>H. E.</given-names></name> <name><surname>Coetzee</surname> <given-names>J. N.</given-names></name></person-group> (<year>1964</year>). <article-title>Host-range of temperate <italic>Serratia marcescens</italic> bacteriophages</article-title>. <source>Nature</source> <volume>203</volume>:<fpage>211</fpage>. doi: <pub-id pub-id-type="doi">10.1038/203211a0</pub-id>, PMID: <pub-id pub-id-type="pmid">14207257</pub-id></citation></ref>
<ref id="ref54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pritchard</surname> <given-names>L.</given-names></name> <name><surname>Glover</surname> <given-names>R. H.</given-names></name> <name><surname>Humphris</surname> <given-names>S.</given-names></name> <name><surname>Elphinstone</surname> <given-names>J. G.</given-names></name> <name><surname>Toth</surname> <given-names>I. K.</given-names></name></person-group> (<year>2016</year>). <article-title>Genomics and taxonomy in diagnostics for food security: soft-rotting enterobacterial plant pathogens</article-title>. <source>Anal. Methods</source> <volume>8</volume>, <fpage>12</fpage>&#x2013;<lpage>24</lpage>. doi: <pub-id pub-id-type="doi">10.1039/c5Ay02550h</pub-id></citation></ref>
<ref id="ref55"><citation citation-type="other"><person-group person-group-type="author"><collab id="coll2">RStudio Team</collab></person-group> (<year>2020</year>). RStudio: integrated development for R. Available at: <ext-link xlink:href="http://www.rstudio.com/" ext-link-type="uri">http://www.rstudio.com/</ext-link> (Accessed November 16, 2022).</citation></ref>
<ref id="ref56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sanger</surname> <given-names>F.</given-names></name> <name><surname>Air</surname> <given-names>G. M.</given-names></name> <name><surname>Barrell</surname> <given-names>B. G.</given-names></name> <name><surname>Brown</surname> <given-names>N. L.</given-names></name> <name><surname>Coulson</surname> <given-names>A. R.</given-names></name> <name><surname>Fiddes</surname> <given-names>J. C.</given-names></name> <etal/></person-group>. (<year>1977</year>). <article-title>Nucleotide sequence of bacteriophage &#x03C6;X174 DNA</article-title>. <source>Nature</source> <volume>265</volume>, <fpage>687</fpage>&#x2013;<lpage>695</lpage>. doi: <pub-id pub-id-type="doi">10.1038/265687a0</pub-id></citation></ref>
<ref id="ref57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schilling</surname> <given-names>T.</given-names></name> <name><surname>Hoppert</surname> <given-names>M.</given-names></name> <name><surname>Daniel</surname> <given-names>R.</given-names></name> <name><surname>Hertel</surname> <given-names>R.</given-names></name></person-group> (<year>2018a</year>). <article-title>Complete genome sequence of vB_BveP-Goe6, a virus infecting <italic>Bacillus velezensis</italic> FZB42</article-title>. <source>Genome Announc.</source> <volume>6</volume>, <fpage>e00008</fpage>&#x2013;<lpage>e00018</lpage>. doi: <pub-id pub-id-type="doi">10.1128/genomeA.00008-18</pub-id>, PMID: <pub-id pub-id-type="pmid">29472321</pub-id></citation></ref>
<ref id="ref58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schilling</surname> <given-names>T.</given-names></name> <name><surname>Hoppert</surname> <given-names>M.</given-names></name> <name><surname>Hertel</surname> <given-names>R.</given-names></name></person-group> (<year>2018b</year>). <article-title>Genomic analysis of the recent viral isolate vB_BthP-Goe4 reveals increased diversity of &#x03C6;29-like phages</article-title>. <source>Viruses</source> <volume>10</volume>:<fpage>624</fpage>. doi: <pub-id pub-id-type="doi">10.3390/v10110624</pub-id>, PMID: <pub-id pub-id-type="pmid">30428528</pub-id></citation></ref>
<ref id="ref59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sullivan</surname> <given-names>M. J.</given-names></name> <name><surname>Petty</surname> <given-names>N. K.</given-names></name> <name><surname>Beatson</surname> <given-names>S. A.</given-names></name></person-group> (<year>2011</year>). <article-title>Easyfig: A genome comparison visualizer</article-title>. <source>Bioinformatics</source> <volume>27</volume>, <fpage>1009</fpage>&#x2013;<lpage>1010</lpage>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/btr039</pub-id>, PMID: <pub-id pub-id-type="pmid">21278367</pub-id></citation></ref>
<ref id="ref60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thomas</surname> <given-names>J. A.</given-names></name> <name><surname>Rolando</surname> <given-names>M. R.</given-names></name> <name><surname>Carroll</surname> <given-names>C. A.</given-names></name> <name><surname>Shen</surname> <given-names>P. S.</given-names></name> <name><surname>Belnap</surname> <given-names>D. M.</given-names></name> <name><surname>Weintraub</surname> <given-names>S. T.</given-names></name> <etal/></person-group>. (<year>2008</year>). <article-title>Characterization of <italic>Pseudomonas chlororaphis</italic> myovirus 201&#x03D5;2-1 via genomic sequencing, mass spectrometry, and electron microscopy</article-title>. <source>Virology</source> <volume>376</volume>, <fpage>330</fpage>&#x2013;<lpage>338</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.virol.2008.04.004</pub-id>, PMID: <pub-id pub-id-type="pmid">18474389</pub-id></citation></ref>
<ref id="ref61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Walker</surname> <given-names>B. J.</given-names></name> <name><surname>Abeel</surname> <given-names>T.</given-names></name> <name><surname>Shea</surname> <given-names>T.</given-names></name> <name><surname>Priest</surname> <given-names>M.</given-names></name> <name><surname>Abouelliel</surname> <given-names>A.</given-names></name> <name><surname>Sakthikumar</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Pilon: an integrated tool for comprehensive microbial variant detection and genome assembly improvement</article-title>. <source>PLoS One</source> <volume>9</volume>:<fpage>e112963</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0112963</pub-id>, PMID: <pub-id pub-id-type="pmid">25409509</pub-id></citation></ref>
<ref id="ref62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wick</surname> <given-names>R. R.</given-names></name> <name><surname>Judd</surname> <given-names>L. M.</given-names></name> <name><surname>Gorrie</surname> <given-names>C. L.</given-names></name> <name><surname>Holt</surname> <given-names>K. E.</given-names></name></person-group> (<year>2017</year>). <article-title>Unicycler: resolving bacterial genome assemblies from short and long sequencing reads</article-title>. <source>PLoS Comput. Biol.</source> <volume>13</volume>, <fpage>e1005595</fpage>&#x2013;<lpage>e1005522</lpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pcbi.1005595</pub-id>, PMID: <pub-id pub-id-type="pmid">28594827</pub-id></citation></ref>
<ref id="ref63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>Q.</given-names></name> <name><surname>Liu</surname> <given-names>W.-T.</given-names></name></person-group> (<year>2009</year>). <article-title>Determination of virus abundance, diversity and distribution in a municipal wastewater treatment plant</article-title>. <source>Water Res.</source> <volume>43</volume>, <fpage>1101</fpage>&#x2013;<lpage>1109</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.watres.2008.11.039</pub-id>, PMID: <pub-id pub-id-type="pmid">19095276</pub-id></citation></ref>
<ref id="ref64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zdobnov</surname> <given-names>E. M.</given-names></name> <name><surname>Apweiler</surname> <given-names>R.</given-names></name></person-group> (<year>2001</year>). <article-title>InterProScan - an integration platform for the signature-recognition methods in InterPro</article-title>. <source>Bioinformatics</source> <volume>17</volume>, <fpage>847</fpage>&#x2013;<lpage>848</lpage>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/17.9.847</pub-id>, PMID: <pub-id pub-id-type="pmid">11590104</pub-id></citation></ref>
<ref id="ref66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname> <given-names>W.</given-names></name> <name><surname>Lomsadze</surname> <given-names>A.</given-names></name> <name><surname>Borodovsky</surname> <given-names>M.</given-names></name></person-group> (<year>2010</year>). <article-title><italic>Ab initio</italic> gene identification in metagenomic sequences</article-title>. <source>Nucleic Acids Res.</source> <volume>38</volume>:<fpage>e132</fpage>. doi: <pub-id pub-id-type="doi">10.1093/nar/gkq275</pub-id>, PMID: <pub-id pub-id-type="pmid">20403810</pub-id></citation></ref>
<ref id="ref67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zrelovs</surname> <given-names>N.</given-names></name> <name><surname>Dislers</surname> <given-names>A.</given-names></name> <name><surname>Kazaks</surname> <given-names>A.</given-names></name></person-group> (<year>2020</year>). <article-title>Motley crew: overview of the currently available phage diversity</article-title>. <source>Front. Microbiol.</source> <volume>11</volume>, <fpage>1</fpage>&#x2013;<lpage>6</lpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2020.579452</pub-id>, PMID: <pub-id pub-id-type="pmid">33193205</pub-id></citation></ref>
</ref-list>
</back>
</article>