Next Article in Journal
Identification of Modulators of HIV-1 Proviral Transcription from a Library of FDA-Approved Pharmaceuticals
Previous Article in Journal
Genome Analysis of a Novel Clade b Betabaculovirus Isolated from the Legume Pest Matsumuraeses phaseoli (Lepidoptera: Tortricidae)
 
 
Search for Articles:
Title / Keyword
Author / Affiliation / Email
Journal
Article Type
 
 
Advanced Search
 
Section
Special Issue
Volume
Issue
Number
Page
 
Journals
Viruses
Volume 12
Issue 10
10.3390/v12101065
viruses-logo
Submit to this Journal Review for this Journal Edit a Special Issue
► Article Menu

Article Menu

share Share announcement Help format_quote Cite question_answer Discuss in SciProfiles thumb_up
...
Endorse textsms
...
Comment
Correction published on 16 August 2021, see Viruses 2021, 13(8), 1616.
first_page
settings
Order Article Reprints
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Genome Sequence and Characterization of Five Bacteriophages Infecting Streptomyces coelicolor and Streptomyces venezuelae: Alderaan, Coruscant, Dagobah, Endor1 and Endor2

by
Aël Hardy
,
Vikas Sharma
,
Larissa Kever
and
Julia Frunzke
*
Institute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich, 52425 Jülich, Germany
*
Author to whom correspondence should be addressed.
Viruses 2020, 12(10), 1065; https://doi.org/10.3390/v12101065
Received: 17 August 2020 / Revised: 18 September 2020 / Accepted: 21 September 2020 / Published: 23 September 2020
(This article belongs to the Section Bacterial Viruses)
Browse Figures
Review Reports Versions Notes

Abstract

:
Streptomyces are well-known antibiotic producers, also characterized by a complex morphological differentiation. Streptomyces, like all bacteria, are confronted with the constant threat of phage predation, which in turn shapes bacterial evolution. However, despite significant sequencing efforts recently, relatively few phages infecting Streptomyces have been characterized compared to other genera. Here, we present the isolation and characterization of five novel Streptomyces phages. All five phages belong to the Siphoviridae family, based on their morphology as determined by transmission electron microscopy. Genome sequencing and life style predictions suggested that four of them were temperate phages, while one had a lytic lifestyle. Moreover, one of the newly sequenced phages shows very little homology to already described phages, highlighting the still largely untapped viral diversity. Altogether, this study expands the number of characterized phages of Streptomyces and sheds light on phage evolution and phage-host dynamics in Streptomyces.

1. Introduction

Streptomyces is a genus of Gram-positive bacteria belonging to the order of Actinobacteria that exhibit a high GC-content (on average about 73 mol% G + C). Streptomyces are prolific producers of natural products with a wide range of biological activities. This repertoire of bioactive molecules has been harnessed for medical and agricultural purposes, as for example ⅔ of known antibiotics of microbial origin are produced by Streptomyces [1,2,3].
Another distinctive feature of Streptomyces is their complex developmental cycle. Unlike most bacteria—that divide by binary fission, Streptomyces development is instead centered on the formation of spores. Germinating spores first form a network of interconnected cells, called vegetative mycelium. The vegetative mycelium later serves as a basis for the coordinated erection of an aerial mycelium. This is followed by the segmentation of these aerial filaments into spores, which can then start a new cycle [3,4,5].
Phages infecting Streptomyces were described at a quick pace in the 1970–1980s, but most of them were not sequenced later [6,7,8]. The phage phiC31 represents a notable exception to this trend, as it was used to develop crucial genetic tools for Streptomyces before being sequenced in 1999 [9,10,11]. Phages R4, SV1, VP5 were also the subject of numerous studies, but the latter was not sequenced [12,13].
Streptomyces peculiarities were studied in the context of phage infection. For example, adsorption to mycelium of phage Pal6 was shown to differ depending on the stage of development of Streptomyces albus [14]. In this instance, phage adsorption was found to be maximal for germinating spores. Combined with the observation that germinating spores showed an intense average metabolic activity, this suggests that spore germination represents the most sensitive development stage for phage infection.
Conversely, the recent years have seen a sustained effort into the isolation and sequencing of Streptomyces phages, notably by the Science Education Alliance-Phage Hunters Advancing Genomics and Evolutionary Science (SEA-PHAGES; https://seaphages.org/) program in the USA [15]. However, few of these phages were extensively characterized.
Here, we report the isolation, characterization and genome analysis of five novel Streptomyces phages. Two of them (Alderaan and Coruscant) were isolated using S. venezuelae, the remaining three (Dagobah, Endor1 and Endor2) were isolated using S. coelicolor. Observation with transmission electron microscopy showed that all five phages belong to the Siphoviridae family. Lifestyle prediction with the complete nucleotide sequences revealed that four (Alderaan, Dagobah, Endor1 and Endor2) are probably temperate, while Coruscant was predicted to be a virulent phage. Alderaan, Coruscant, Endor1 and Endor2 show close relatedness to already described Streptomyces phages—Endor1 and Endor2 being highly homologous to each other. In contrast, Dagobah showed very little relatedness to any sequenced phage, highlighting the still massively untapped viral diversity.

2. Materials and Methods

2.1. Bacterial Strains and Growth Conditions

Streptomyces venezuelae ATCC 10712 [16] and Streptomyces coelicolor M600 [17] and strain M145 [18] were used as main host strains in this study. Cultures were started by inoculating spores from spore stocks stored in 20% glycerol at −20 °C [19]. S. venezuelae was grown in liquid Glucose Yeast Malt extract (GYM) medium, while S. coelicolor was grown in liquid Yeast Extract Malt Extract (YEME) medium. Unless otherwise stated, cultivation was carried out at 30 °C. For double agar overlays, GYM agar was used for both species, with 0.5% and 1.5% agar for the top and bottom layers, respectively.

2.2. Phage Isolation and Propagation

Phages were isolated from soil samples taken near the Forschungszentrum Jülich (Jülich, Germany). Phages contained in soil samples were resuspended by incubation in sodium chloride/magnesium sulfate (SM) buffer (10 mM Tris-HCl pH 7.3, 100 mM NaCl, 10 mM MgSO4, 2mM CaCl2) for 2 h. The samples were centrifuged at 5000× g for 10 min to remove solid impurities. The supernatants were filtered through a 0.22-μm pore-size membrane filter to remove bacteria. For each sample, 1 mL of filtered supernatant was mixed with 3 mL of liquid medium inoculated with 107 Streptomyces spores.
After overnight incubation, the culture supernatant was collected by centrifugation at 5000× g for 10 min and filtered through a 0.22-μm pore-size membrane filter. Serial dilutions of the filtrate were then spotted on a bacterial lawn propagated by mixing 200 µL of Streptomyces overnight culture with 4 mL top agar, according to a modified version of the double agar overlay method [20]. Plaques were visualized after overnight incubation at 30 °C.
Purification of the phage samples was carried out by restreaking single plaques twice [20]. Phage amplification was achieved by mixing 100 µL of the purified phage lysate into top agar to obtain confluent lysis on the plate. After overnight incubation, 5 mL of SM buffer were used to soak the plates and resuspend phages. The resulting phage lysate was centrifuged, and the supernatant was filtered to obtain the high-titer phage solution used for downstream processes.
To assess presence of actinorhodin, the plates were inverted and exposed to ammonia fumes for 15 min by placing 5 mL of 20% ammonium hydroxide solution on the inner surface of the lid.

2.3. Electron Microscopy Observation of Phage Virions

For electron microscopy, 5 µL of purified phage suspension were deposited on a glow-discharged formvar carbon-coated nickel grids (200 mesh; Maxtaform; Plano, Wetzlar, Germany) and stained with 0.5% (wt/vol) uranyl acetate. After air drying, the sample was observed with a TEM LEO 906 (Carl Zeiss, Oberkochen, Germany) at an acceleration voltage of 60 kV.

2.4. Phage Infection Curves

Growth experiments were performed in the BioLector® microcultivation system of m2p-labs (Aachen, Germany). Cultivation was performed as biological triplicates in 48-well FlowerPlates (m2plabs) at 30 °C and a shaking frequency of 1200 rpm [21]. Backscatter was measured by scattered light with an excitation wavelength of 620 nm (filter module: λEx/λEm: 620 nm/620 nm, gain: 25) every 15 min. Each well contained 1 mL YEME or GYM medium and was inoculated using an overnight culture of S. coelicolor or S. venezuelae, respectively, to an initial OD450 of 0.1. Phages were directly added to an initial titer of 105, 106, or 107 PFU/mL, and sampling was performed at the indicated time points. Subsequently, 2 µL of the supernatants were spotted on a lawn of S. coelicolor or S. venezuelae propagated on a double overlay of GYM agar inoculated at an initial OD450 = 0.5.

2.5. Host Range Determination

The host range of our phages was determined for the following Streptomyces species: S. rimosus (DSM 40260), S. scabiei (DSM 41658), S. griseus (DSM 40236), S. platensis (DSM 40041), S. xanthochromogenes (DSM 40111), S. mirabilis (DSM 40553), S. lividans TK24 [22], S. olivaceus (DSM 41536) and S. cyaneofuscatus (DSM 40148). The different Streptomyces species were grown in GYM medium, to which glass beads were added to favor dispersed growth.
The host range was determined by spotting serial dilutions of phage solution on lawns of the different Streptomyces species, in duplicates. A species was considered sensitive to a given phage only if single plaques could be detected; we further indicated if the phages are able to lyse a species (Table 1).

2.6. DNA Isolation

For isolation of phage DNA, 1 µL of 20 mg/mL RNAse A and 1 U/µL DNAse (Invitrogen, Carlsbad, CA, USA) were added to 1 mL of the filtered lysates to limit contamination by host nucleic acids. The suspension was incubated at 37 °C for 30 min. Then, EDTA, proteinase K and SDS were added to the mixture at final concentrations of 50 µg/mL (EDTA and proteinase K) and 1% SDS (w/v), respectively. The digestion mixture was incubated for 1 h at 56 °C, before adding 250 µL of phenol:chloroform:isopropanol. The content was thoroughly mixed before centrifugation at 16,000× g for 4 min.
The upper phase containing the DNA was carefully transferred to a clean microcentrifuge tube and 2 volumes of 100% ethanol were added as well as sodium acetate to a final concentration of 0.3 M. After centrifugation at 16,000× g for 10 min, the supernatant was discarded, and the pellet washed with 1 mL 70% ethanol. Finally, the dried pellet was resuspended in 30 µL DNAse-free water and stored at 4 °C until analyzed.

2.7. DNA Sequencing and Genome Assembly

The DNA library was prepared using the NEBNext Ultra II DNA Library Prep Kit for Illumina according to the manufacturer’s instructions and shotgun-sequenced using the Illumina MiSeq platform with a read length of 2 × 150 bp (Illumina). In total, 100,000 reads were subsampled for each phage sample, and de novo assembly was performed with Newbler (GS De novo assembler; 454 Life Sciences, Branford, CT, USA). Finally, contigs were manually curated with Consed version 29.0 [23].

2.8. Gene Prediction and Functional Annotation

Open reading frames (ORFs) in the phage genomes were identified with Prodigal v2.6.3 [24] and functionally annotated using an automatic pipeline using Prokka 1.11 [25]⁠. The functional annotation was automatically improved and curated with hidden Markov models (HMMs), and Blastp [26] searches against different databases (Prokaryotic Virus Orthologous Groups (pVOGs) [27], viral proteins and Conserved Domain Database CDD [28]), with the e-value cutoff 10−10.
The annotated genomes were deposited in GenBank under the following accession numbers: MT711975 (Alderaan), MT711976 (Coruscant), MT711977 (Dagobah), MT711978 (Endor1) and MT711979 (Endor2). The ends of the phage genomes were determined with PhageTerm [29] using default parameters. Phage lifecycle was predicted with PhageAI [30] using default parameters.

2.9. Genome Comparison and Classification

To classify the unknown phage genomes at the nucleotide level, 31 complete reference actinophage genomes belonging to different known clusters were downloaded from the Actinobacteriophage Database [31]. Pairwise average nucleotide identities (ANI) were calculated with the five unknown Streptomyces phages and the 31 reference genomes using the python program pyani 0.2.9 [32] with ANIb method. The output average percentage identity matrix file generated from pyani was used for clustering and displayed using the ComplexHeatmap package in R [33]. Phage genome map with functional annotation was displayed using the gggenes package in R.

2.10. Protein Domain-Based Classification

An alternative approach was used to classify newly sequenced phages based on conserved protein domains [28]. RPS-BLAST (Reverse PSI-BLAST) searches were performed with e-value cutoff 0.001 against the Conserved Domain Database [28] using the 2486 complete reference actinophages [31], including the newly sequenced phage genomes. Identified Pfam protein domains output files from each phage genome were merged and converted into a numerical presence-absence matrix. The hierarchical clustering dendrogram was constructed with the help of the ward.2 method using the R platform. The resulting dendrogram was visualized using ggtree [34].

3. Results

3.1. Phage Isolation and Virion Morphology

Five novel phages infecting Streptomyces were isolated from soil samples close to the Forschungszentrum Jülich in Germany. The phages Alderaan and Coruscant were isolated using Streptomyces venezuelae ATCC 10712. Alderaan formed small, transparent, and round plaques of approximately 2 mm of diameter, while the plaques formed Coruscant were very small (<1 mm) and were fully visible only after 2 days of incubation (Figure 1A).
The phages Dagobah, Endor1 and Endor2 were isolated using Streptomyces coelicolor M600 as a host strain. Dagobah’s plaques were very small (<1 mm) and were completely formed only after 2 days of incubation. Endor1 and Endor2 formed plaques of 2 mm in diameter with a distinct turbid zone in the center. Additionally, colored halos circling the plaques appeared after 3 days of incubation (Figure 1B). These halos were mostly brownish in the case of Dagobah, and reddish for Endor1 and Endor2. Exposure to ammonia fume resulted in a pronounced blue coloration around plaques, confirming that the halos surrounding plaques contained actinorhodin (Figure S1) [35].
TEM observation of the phage particles revealed that all five phages exhibit an icosahedral capsid and a non-contractile tail (Figure 1C). Based on the morphology, the phages were classified as members of the Siphoviridae family.

3.2. Infection Curves and Host-Range Determination

Phage infection in liquid cultures was performed to assess infection dynamics. Due to the complex developmental cycle of Streptomyces, standard one-step growth curves could not be performed. Instead, we cultivated S. coelicolor and S. venezuelae in microtiter plates in presence of phage challenge, and cell growth was monitored over a 24 h time period using continuous backscatter measurements. In both cases, phage titer was measured over time to estimate the production of phage progeny.
Infection of S. venezuelae with Alderaan showed a marked culture collapse at the highest initial phage load (107 PFU/mL), and a plateauing of cell biomass at a significantly reduced level for the intermediate phage challenge (106 PFU/mL). In contrast, addition of Coruscant causes only a mild but initial titer-dependent growth delay of the cultures (Figure 2A). For both phages, phage titers peaked at 6 h at the higher initial phage titer (107 PFU/mL), and at the intermediate phage challenge, phage amplification was delayed or very weak for Alderaan and Coruscant, respectively.
As for the S. coelicolor phages (Figure 2B), infection with Dagobah caused a mild growth delay, visible especially when 107 PFU/mL was initially added. In parallel, the phage titers either declined over time or grew moderately (10-fold increase between 0 and 8 h) for initially intermediate (106 PFU/mL) or high (107 PFU/mL) phage challenge, respectively. Infection with Endor1 and Endor2 showed a similar behavior and caused a stronger growth delay than Dagobah, even for the intermediate initial phage burden (106 PFU/mL). The phage titers showed concordant behavior, with a strong increase in titers for both Endor1 and Endor2 until 10 h, followed by a marked decline up to 24 h.
Altogether, infection curves revealed that all five phages can successfully propagate in liquid cultures at the expense of their host. Surprisingly, the titers of all phages dropped after an initial increase, which needs further investigation.
While phages usually have a relatively narrow host range, some phages can sometimes infect many strains of the same species and even distinct species. We assessed the host-range of our phages by spotting them on lawns of different Streptomyces species (Table 1).
S. coelicolor M145 showed the same sensitivity pattern than the M600 strain. M145 and M600 are both plasmid-free derivatives of A3(2) and mainly differ from each other in the length of their direct terminal repeats [17].
Beside S. venezuelae and S. coelicolor, S. lividans showed plaque formation by phage Dagobah. Endor1 and Endor2 also formed plaques on S. olivaceus and S. cyanofuscatus. Alderaan, Endor1 and Endor2 caused indefinite clearance of the bacterial lawn of several species, but higher dilutions did not reveal distinct, single plaques. For these species, the phage lysates could have inhibitory effects on growth or cause non-productive infection [36,37].
In summary, Endor1 and Endor2 showed the broadest host range, but overall, the five phages we isolated feature a relatively modest host range, as they are only able to infect few other Streptomyces species.

3.3. Genome Sequencing and Genome Features

All phages were sequenced using short-read technology (Illumina Mi-Seq). Each genome could be assembled to a single contig, to which >80% of the reads could be mapped confirming the purity of the samples.
The genome features of the five phages are summed up in Table 2. Briefly, they show diverse genome sizes (39 to 133 kb), GC-contents (48 to 72%) and ORFs numbers (51 to 290). The phage Coruscant differed from other phages, in that its genome is significantly larger than the other phages and exhibits a markedly low GC content (48%), in comparison to the one of its host (72%). The genomic ends were predicted using PhageTerm, which detects biases in the number of reads to determine DNA termini and phage packaging mechanisms [29]. Alderaan, Endor1 and Endor2 showed a headful packaging mechanism where the phage genomes have a fixed start at the pac site, but the end of the genome is variable. In contrast, phages Coruscant and Dagobah have direct terminal repeats (DTR). These DTR were identified in the initial assembly by an approximately 2-fold increase in coverage clearly delimitated at single base positions. Phage lifecycle was predicted using PhageAI, which developed a lifecycle classifier based on machine learning and natural language processing [30].
Phage genes involved in the same function are usually clustered together, forming functional modules (Figure 3) [38,39]. These modules fulfil the basic functions necessary for production of progeny phages, including DNA/RNA metabolism, DNA replication and repair, DNA packaging, virion structure and assembly (tail and capsid), regulation, lysogeny (in the case of temperate phages) and lysis.
Interestingly, Coruscant’s large genomes is paralleled by a high genome complexity. It contains no less than 41 copies of tRNAs, covering 19 different amino acids—all standard amino acids except valine. Coruscant has also a relatively high fraction of coding sequences for which no function could be predicted (155 hypothetical proteins out 290 CDS compared to 16/51 for Alderaan).
The phages were also found to encode homologs of bacterial regulators that are typically used by Streptomyces to control sporulation and overall development. For example, whiB (found in Alderaan, and Coruscant) and ssgA (found in Dagobah) are both essential for sporulation of Streptomyces [40,41]. Three phages (Coruscant, Endor1 and Endor2) also encode Lsr2-like proteins, which are nucleoid-associated proteins functioning as xenogeneic silencing proteins and are conserved throughout Actinobacteria [42].
Additionally, despite overall high synteny and homology, the phages Endor1 and Endor2 showed sequence variations in the tail fiber proteins, tapemeasure and endolysin. In particular, the region encoding distal elements of the tail (ORF_00022 to ORF_00025 in Endor1, ORF_00023 to ORF_00026 in Endor2) displays reduced similarity at the nucleotide level (Supplementary Table S1). The resulting differences at the protein level could potentially account for the differences in host range between these two phages, e.g., infectivity on S. olivaceus (Table 1).

3.4. Average Nucleotide Identity (ANI) Analysis

We established the sequence relationship between the newly sequenced Streptomyces phages and the selected genomes from the representative group members of actinophages.
The Average nucleotide identity (ANI) based clustering dendrogram analysis showed that four (Endor1, Endor2, Alderaan, and Coruscant) out of five phage genomes clustered confidently with the members of already known clusters (Endor1/Endor2: BD, Coruscant: BE, and Alderaan: BC) (Figure 4). However, one of the phage genomes (Dagobah) does not share sufficient similarity and was therefore clustered as an unresolved group. Calculation of virus intergenomic similarities using VIRIDIC [43] showed congruent results to the ANI-based clustering (Figure S2), providing further support to the clustering shown in Figure 4. Altogether, the overall analysis showed that except Dagobah, all four phages show close relatedness to Streptomyces phages.

3.5. Protein Domain-Based Analysis

Sequence relationship between the phage genomes is most commonly determined with the help of genome-wide similarity or average nucleotide identity-based analysis. However, a traditional method such as phylogeny with single genes is challenging because of the high variability and lack of universal genes across the phage genomes. Thus, we used additional phyletic-based analysis to establish a sequence relationship between the phage genomes. The hierarchical clustering dendrogram based on the identified 703 Pfam domains presence-absence matrix confidently clusters newly sequenced phages with known actinophages (Figure 5).
In comparison to ANI-based analysis, hierarchical clustering showed congruent topology for the four newly sequenced Streptomyces phage genomes (Endor1 and Endor2: BD cluster, Alderaan: BC cluster, and Coruscant: BE cluster) (Supplementary Figures S3–S6). It also resolved polytomy between the unresolved groups and showed that Dagobah comes under the singleton group, consisting of highly divergent phages. Moreover, a high level of congruence was observed between already known groups and the groups identified by our hierarchical clustering. Thus, our results strongly suggest domain-based phyletic or hierarchical clustering analysis as an alternate way of classification of newly sequenced phage genomes.

4. Discussion

In this study, we report the isolation and characterization of five novel Streptomyces phages. Alderaan and Coruscant were isolated using S. venezueale, while S. coelicolor was the host used for isolation of Dagobah, Endor1 and Endor2.
The machine-learning based lifestyle prediction tool PhageAI suggested a temperate lifestyle for four of the phages (Alderaan, Dagobah, Endor1 and Endor2) and a virulent lifestyle for Coruscant. These results were congruent with the lifestyle indicated by PhagesDB of phages belonging to the same cluster, as shown by the protein domain-based hierarchical clustering (Supplementary Figures S3–S6). However, unlike the other members of the BC cluster, Alderaan does not seem to have any integrase domain or gene. Together with the clear plaques it forms, this suggests that this phage potentially lost its integrase and therefore adopted a lytic lifestyle. Such events alter only slightly the overall genome landscape, be it at the nucleotide or protein level, and could thereby explain why whole-genome based predictions like PhageAI or protein domain-based clustering still predict Alderaan as temperate. These discongruencies, however, highlight the requirement of further experimental validation.
In contrast to the other four phages, Coruscant exhibits a large genome (superior to 130 kb) with massive direct terminal repeats (12 kb) and a low GC content (48%), in comparison to the 72% of its Streptomyces host. Coruscant also encodes 41 copies of tRNA genes, spanning 19 of the 20 standard amino acids. This large tRNA gene repertoire could be used to optimize gene expression in hosts that have differing codon usage patterns or to counteract potential tRNA-based degradation defense systems [44]. Altogether, the combination of a low GC content and a substantial tRNA equipment suggests a recent adaptation of the phage Coruscant to Streptomyces.
ANI and hierarchical clustering analysis revealed that Alderaan, Coruscant and Endor1/Endor2 belong to clusters BC, BE and BD defined by PhagesDB [31], respectively. In contrast, Dagobah showed very little homology with described phages, and was thus considered as a singleton. This finding highlights the largely untapped phage diversity, making the isolation of entirely “novel” phages still possible.
Streptomyces are characterized by their complex lifestyle and cellular differentiation. Interestingly, the isolated actinophages also encode homologs of SsgA, WhiB and Lsr2 proteins—regulatory proteins typically encoded by their hosts. The ssgA gene product was previously shown to be necessary for proper sporulation of Streptomyces coelicolor [41]; whiB is also essential for sporulation of Streptomyces and was already reported to be found in several actinophages [45,46,47]. Interestingly, the WhiB-like protein of mycobacteriophage TM4, WhiBTM4, was shown to inhibit the transcription of Mycobacterium whiB2. Expression of WhiBTM4 in M. smegmatis led to hindered septation resembling a WhiB2 knockout phenotype, highlighting how phage can interfere with their host’s development [46].
Lsr2-like proteins are nucleoproteins conserved in Actinobacteria. In Streptomyces, they were recently shown to silence cryptic specialized metabolic clusters [48]. The first example of a phage-encoded Lsr2-like protein is the prophage-encoded Lsr2-like protein CgpS in Corynebacterium glutamicum [49]. CgpS was shown to maintain the lysogenic state of the prophage on which it resides. Further bioinformatic searches revealed that Lsr2-like proteins are abundant in actinophages, with almost 20% of Streptomyces phages encoding such proteins [42]. However, their role in the coordination of the phage life cycle still remains unclear. Altogether, these observations suggest that phages manipulate their host development, by interfering with central processes such as sporulation and antibiotic production.
More generally, the specificities of Streptomyces—especially its morphological complexity—impact the phage isolation and characterization process. For example, the mycelial nature of streptomycetes complicates quantitative studies. The notion of MOI loses a lot of its significance once mycelium has formed, as the network structure originating from one spore has greatly increased phage adsorption but would still be counted as one CFU [14,50]. Furthermore, the formation of clumps, although mitigated by the addition of glass beads or increase of osmotic pressure [51], makes accurate monitoring of cell growth (based on optical density or backscatter) difficult.
S. coelicolor was established as a model system for the Streptomyces genus partly because of its prolific pigment production [52]. Interestingly, we observed colored halos around the plaques formed by the S. coelicolor phages. Exposure to ammonia fume confirmed that these colored halos contain actinorhodin. This observation suggests that Streptomyces release metabolites in reaction to phage predation, some of which may potentially have anti-phage properties as it was shown recently with anthracyclines in Streptomyces peucetius [53].
Understanding the processes governing phage infection has the potential to illuminate the basic physiology of their hosts. Therefore, phages can serve as a basis to study Streptomyces’ specific traits—its complex reproduction cycle and abundant production of secondary metabolites—in the context of phage infection.

Supplementary Materials

The following are available online at https://www.mdpi.com/1999-4915/12/10/1065/s1, Figure S1: Close-ups of phage plaques imaged using a Nikon SMZ18 stereomicroscope, before (upper row) and after (lower row) exposure to ammonia fumes. Figure S2: VIRIDIC generated heatmap showing the intergenomic similarities of the newly sequenced phages with reference phages. Figure S3: Subclade dendrogram with Streptomyces phage Alderaan and its closely related actinophages. Figure S4: Subclade dendrogram with Streptomyces phage Coruscant and its closely related actinophages. Figure S5: Subclade dendrogram with Streptomyces phage Dagobah and its closely related actinophages. Figure S6: Subclade dendrogram with Streptomyces phages Endor1 and Endor2 and their closely related actinophages. Supplementary Table S1: List of the functional annotation of proteins ORFs within phage genomes.

Author Contributions

Conceptualization, A.H., and J.F.; methodology, All; validation, All; formal analysis, All; investigation, A.H. and L.K.; resources, V.S. and J.F.; data curation, A.H. and V.S.; writing—original draft preparation, A.H. and V.S.; writing—review and editing, All; visualization, A.H., V.S. and L.K.; supervision, J.F.; project administration, J.F.; funding acquisition, J.F. All authors have read and agreed to the published version of the manuscript.

Funding

We thank the European Research Council (ERC Starting Grant, grant number 757563) for financial support. A.H. was supported by a fellowship from the Ecole Normale Supérieure (Paris, France).

Acknowledgments

We thank David Brandt (Center for Biotechnology, University of Bielefeld) for his help with genome assembly and Julio Ortiz (Forschungszentrum Jülich) for his assistance during electron microscopy. The S. cyaneofuscatus and S. olivaceus strains were kindly provided by the German Collection of Microorganisms and Cell Cultures (DSMZ). We are also grateful to the entire Frunzke lab for fruitful discussions.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Bibb, M.J. Understanding and manipulating antibiotic production in actinomycetes. Biochem. Soc. Trans. 2013, 41, 1355–1364. [Google Scholar] [CrossRef] [PubMed]
  2. Hopwood, D.A. Streptomyces in Nature and Medicine: The Antibiotic Makers; Oxford University Press: Oxford, NY, USA, 2007; ISBN 978-0-19-515066-7. [Google Scholar]
  3. Keiser, T.; Bibb, M.J.; Buttner, M.J.; Chater, K.F.; Hopwood, D.A. Practical Streptomyces Genetics; The John Innes Foundation: Norwich, UK, 2000; ISBN 0-7084-0623-8. [Google Scholar]
  4. Elliot, M.A.; Buttner, M.J.; Nodwell, J.R. 24 Multicellular Development in Streptomyces. Myxobacteria 2008, 419–438. [Google Scholar] [CrossRef]
  5. McCormick, J.R.; Flärdh, K. Signals and regulators that govern Streptomyces development. FEMS Microbiol. Rev. 2012, 36, 206–231. [Google Scholar] [CrossRef] [PubMed][Green Version]
  6. Anne, J.; Wohlleben, W.; Burkardt, H.J.; Springer, R.; Pohler, A. Morphological and Molecular Characterization of Several Actinophages Isolated from Soil Which Lyse Streptomyces cattleya or S. venezuelae. Microbiology 1984, 130, 2639–2649. [Google Scholar] [CrossRef] [PubMed][Green Version]
  7. Donadio, S.; Paladino, R.; Costanzi, I.; Sparapani, P.; Schreil, W.; Iaccarino, M. Characterization of bacteriophages infecting Streptomyces erythreus and properties of phage-resistant mutants. J. Bacteriol. 1986, 166, 1055–1060. [Google Scholar] [CrossRef] [PubMed][Green Version]
  8. Dowding, J.E. Characterization of a Bacteriophage Virulent for Streptomyces coelicolor A3 (2) | Microbiology Society. J. Gen. Microbiol. 1973, 76, 163–176. [Google Scholar] [CrossRef][Green Version]
  9. Smith, M.C.M.; Hendrix, R.W.; Dedrick, R.; Mitchell, K.; Ko, C.-C.; Russell, D.; Bell, E.; Gregory, M.; Bibb, M.J.; Pethick, F.; et al. Evolutionary Relationships among Actinophages and a Putative Adaptation for Growth in Streptomycesspp. J. Bacteriol. 2013, 195, 4924–4935. [Google Scholar] [CrossRef][Green Version]
  10. Smith, M.C.M.; Burns, R.N.; Wilson, S.E.; Gregory, M.A. The complete genome sequence of the Streptomyces temperate phage φC31: Evolutionary relationships to other viruses. Nucleic Acids Res. 1999, 27, 2145–2155. [Google Scholar] [CrossRef]
  11. Lomovskaya, N.D.; Mkrtumian, N.M.; Gostimskaya, N.L.; Danilenko, V.N. Characterization of Temperate Actinophage φC31 Isolated from Streptomyces coelicolor A3(2). J. Virol. 1972, 9, 5. [Google Scholar] [CrossRef][Green Version]
  12. Lomovskaya, N.D.; Chater, K.F.; Mkrtumian, N.M. Genetics and molecular biology of Streptomyces bacteriophages. Microbiol. Mol. Biol. Rev. 1980, 44, 206–229. [Google Scholar] [CrossRef][Green Version]
  13. Burke, J.; Schneider, D.; Westpheling, J. Generalized transduction in Streptomyces coelicolor. Proc. Natl. Acad. Sci. USA 2001, 98, 6289–6294. [Google Scholar] [CrossRef] [PubMed][Green Version]
  14. Rosner, A.; Gustein, R. Adsorption of actinophage Pal 6 to developing mycelium of Streptomyces. Can. J. Microbiol. 1981, 27, 254–257. [Google Scholar] [CrossRef] [PubMed]
  15. Jordan, T.C.; Burnett, S.H.; Carson, S.; Caruso, S.M.; Clase, K.; DeJong, R.J.; Dennehy, J.J.; Denver, D.R.; Dunbar, D.; Elgin, S.C.R.; et al. A Broadly Implementable Research Course in Phage Discovery and Genomics for First-Year Undergraduate Students. mBio 2014, 5. [Google Scholar] [CrossRef] [PubMed][Green Version]
  16. Pullan, S.T.; Chandra, G.; Bibb, M.J.; Merrick, M. Genome-wide analysis of the role of GlnR in Streptomyces venezuelae provides new insights into global nitrogen regulation in actinomycetes. BMC Genom. 2011, 12, 175. [Google Scholar] [CrossRef] [PubMed][Green Version]
  17. Weaver, D.; Karoonuthaisiri, N.; Tsai, H.-H.; Huang, C.-H.; Ho, M.-L.; Gai, S.; Patel, K.G.; Huang, J.; Cohen, S.N.; Hopwood, D.A.; et al. Genome plasticity in Streptomyces: Identification of 1 Mb TIRs in the S. coelicolor A3(2) chromosome: Identification of 1 Mb TIRs in S. coelicolor A3(2). Mol. Microbiol. 2004, 51, 1535–1550. [Google Scholar] [CrossRef]
  18. Bentley, S.D.; Chater, K.F.; Cerdeño-Tárraga, A.-M.; Challis, G.L.; Thomson, N.R.; James, K.D.; Harris, D.E.; Quail, M.A.; Kieser, H.; Harper, D.; et al. Complete genome sequence of the model actinomycete Streptomyces coelicolor A3(2). Nature 2002, 417, 141–147. [Google Scholar] [CrossRef]
  19. Shepherd, M.D.; Kharel, M.K.; Bosserman, M.A.; Rohr, J. Laboratory Maintenance of Streptomyces species. Curr. Protoc. Microbiol. 2010, 18, 10E.1.1–10E.1.8. [Google Scholar] [CrossRef][Green Version]
  20. Kauffman, K.M.; Polz, M.F. Streamlining standard bacteriophage methods for higher throughput. MethodsX 2018, 5, 159–172. [Google Scholar] [CrossRef]
  21. Kensy, F.; Zang, E.; Faulhammer, C.; Tan, R.-K.; Büchs, J. Validation of a high-throughput fermentation system based on online monitoring of biomass and fluorescence in continuously shaken microtiter plates. Microb. Cell Fact. 2009, 8, 31. [Google Scholar] [CrossRef][Green Version]
  22. Rückert, C.; Albersmeier, A.; Busche, T.; Jaenicke, S.; Winkler, A.; Friðjónsson, Ó.H.; Hreggviðsson, G.Ó.; Lambert, C.; Badcock, D.; Bernaerts, K.; et al. Complete genome sequence of Streptomyces lividans TK24. J. Biotechnol. 2015, 199, 21–22. [Google Scholar] [CrossRef]
  23. Gordon, D.; Green, P. Consed: A graphical editor for next-generation sequencing. Bioinformatics 2013, 29, 2936–2937. [Google Scholar] [CrossRef] [PubMed][Green Version]
  24. Hyatt, D.; Chen, G.-L.; LoCascio, P.F.; Land, M.L.; Larimer, F.W.; Hauser, L.J. Prodigal: Prokaryotic gene recognition and translation initiation site identification. BMC Bioinform. 2010, 11, 119. [Google Scholar] [CrossRef] [PubMed][Green Version]
  25. Seemann, T. Prokka: Rapid prokaryotic genome annotation. Bioinformatics 2014, 30, 2068–2069. [Google Scholar] [CrossRef] [PubMed]
  26. Altschul, S.F.; Gish, W.; Miller, W.; Myers, E.W.; Lipman, D.J. Basic local alignment search tool. J. Mol. Biol. 1990, 215, 403–410. [Google Scholar] [CrossRef]
  27. Grazziotin, A.L.; Koonin, E.V.; Kristensen, D.M. Prokaryotic Virus Orthologous Groups (pVOGs): A resource for comparative genomics and protein family annotation. Nucleic Acids Res. 2017, 45, D491–D498. [Google Scholar] [CrossRef]
  28. Marchler-Bauer, A.; Derbyshire, M.K.; Gonzales, N.R.; Lu, S.; Chitsaz, F.; Geer, L.Y.; Geer, R.C.; He, J.; Gwadz, M.; Hurwitz, D.I.; et al. CDD: NCBI’s conserved domain database. Nucleic Acids Res. 2015, 43, D222–D226. [Google Scholar] [CrossRef][Green Version]
  29. Garneau, J.R.; Depardieu, F.; Fortier, L.-C.; Bikard, D.; Monot, M. PhageTerm: A tool for fast and accurate determination of phage termini and packaging mechanism using next-generation sequencing data. Sci. Rep. 2017, 7, 8292. [Google Scholar] [CrossRef]
  30. Tynecki, P.; Guziński, A.; Kazimierczak, J.; Jadczuk, M.; Dastych, J.; Onisko, A. PhageAI—Bacteriophage Life Cycle Recognition with Machine Learning and Natural Language Processing. Bioinformatics 2020. [Google Scholar] [CrossRef]
  31. Russell, D.A.; Hatfull, G.F. PhagesDB: The actinobacteriophage database. Bioinformatics 2017, 33, 784–786. [Google Scholar] [CrossRef][Green Version]
  32. Pritchard, L. Widdowquinn/pyani. 2020. Available online: https://github.com/widdowquinn (accessed on 21 September 2020).
  33. Gu, Z.; Eils, R.; Schlesner, M. Complex heatmaps reveal patterns and correlations in multidimensional genomic data. Bioinformatics 2016, 32, 2847–2849. [Google Scholar] [CrossRef][Green Version]
  34. Yu, G.; Smith, D.K.; Zhu, H.; Guan, Y.; Lam, T.T.-Y. Ggtree: An r package for visualization and annotation of phylogenetic trees with their covariates and other associated data. Methods Ecol. Evol. 2017, 8, 28–36. [Google Scholar] [CrossRef]
  35. Rudd, B.A.M.; Hopwood, D.A. Genetics of Actinorhodin Biosynthesis by Streptomyces coelicolor A3(2). Microbiology 1979, 114, 35–43. [Google Scholar] [CrossRef][Green Version]
  36. Abedon, S.T. Lysis from without. Bacteriophage 2011, 1, 46–49. [Google Scholar] [CrossRef]
  37. Abedon, S.T. Detection of Bacteriophages: Phage Plaques. In Bacteriophages: Biology, Technology, Therapy; Harper, D.R., Abedon, S.T., Burrowes, B.H., McConville, M.L., Eds.; Springer International Publishing: Cham, Switzerland, 2018; pp. 1–32. ISBN 978-3-319-40598-8. [Google Scholar]
  38. Botstein, D. A Theory of Modular Evolution for Bacteriophages. Ann. N. Y. Acad. Sci. 1980, 354, 484–491. [Google Scholar] [CrossRef] [PubMed]
  39. Brüssow, H.; Desiere, F. Comparative phage genomics and the evolution of Siphoviridae: Insights from dairy phages. Mol. Microbiol. 2001, 39, 213–223. [Google Scholar] [CrossRef] [PubMed]
  40. Molle, V.; Palframan, W.J.; Findlay, K.C.; Buttner, M.J. WhiD and WhiB, homologous proteins required for different stages of sporulation in Streptomyces coelicolor A3(2). J. Bacteriol. 2000, 182, 1286–1295. [Google Scholar] [CrossRef][Green Version]
  41. van Wezel, G.P.; van der Meulen, J.; Kawamoto, S.; Luiten, R.G.M.; Koerten, H.K.; Kraal, B. ssgA Is Essential for Sporulation of Streptomyces coelicolor A3(2) and Affects Hyphal Development by Stimulating Septum Formation. J. Bacteriol. 2000, 182, 5653–5662. [Google Scholar] [CrossRef][Green Version]
  42. Pfeifer, E.; Hünnefeld, M.; Popa, O.; Frunzke, J. Impact of Xenogeneic Silencing on Phage–Host Interactions. J. Mol. Biol. 2019. [Google Scholar] [CrossRef] [PubMed]
  43. Moraru, C.; Varsani, A.; Kropinski, A.M. VIRIDIC—A novel tool to calculate the intergenomic similarities of prokaryote-infecting viruses. bioRxiv 2020. [Google Scholar] [CrossRef]
  44. Hyman, P.; Abedon, S.T. Chapter 7—Bacteriophage Host Range and Bacterial Resistance. In Advances in Applied Microbiology; Academic Press: Cambridge, MA, USA, 2010; Volume 70, pp. 217–248. [Google Scholar]
  45. Morris, P.; Marinelli, L.J.; Jacobs-Sera, D.; Hendrix, R.W.; Hatfull, G.F. Genomic Characterization of Mycobacteriophage Giles: Evidence for Phage Acquisition of Host DNA by Illegitimate Recombination. J. Bacteriol. 2008, 190, 2172–2182. [Google Scholar] [CrossRef][Green Version]
  46. Rybniker, J.; Nowag, A.; van Gumpel, E.; Nissen, N.; Robinson, N.; Plum, G.; Hartmann, P. Insights into the function of the WhiB-like protein of mycobacteriophage TM4—A transcriptional inhibitor of WhiB2. Mol. Microbiol. 2010, 77, 642–657. [Google Scholar] [CrossRef]
  47. Van Dessel, W.; Van Mellaert, L.; Liesegang, H.; Raasch, C.; DeKeersmaeker, S.; Geukens, N.; Lammertyn, E.; Streit, W.; Anné, J. Complete genomic nucleotide sequence and analysis of the temperate bacteriophage VWB. Virology 2005, 331, 325–337. [Google Scholar] [CrossRef] [PubMed][Green Version]
  48. Gehrke, E.J.; Zhang, X.; Pimentel-Elardo, S.M.; Johnson, A.R.; Rees, C.A.; Jones, S.E.; Gehrke, S.S.; Turvey, S.; Boursalie, S.; Hill, J.E.; et al. Silencing cryptic specialized metabolism in Streptomyces by the nucleoid-associated protein Lsr2. eLife 2019, 8, e47691. [Google Scholar] [CrossRef]
  49. Pfeifer, E.; Hünnefeld, M.; Popa, O.; Polen, T.; Kohlheyer, D.; Baumgart, M.; Frunzke, J. Silencing of cryptic prophages in Corynebacterium glutamicum. Nucleic Acids Res. 2016, 44, 10117–10131. [Google Scholar] [CrossRef] [PubMed][Green Version]
  50. Gilmour, C.M.; Noller, E.C.; Watkins, B. Studies on Streptomyces Phage: I. Growth Characteristics of the Streptomyces griseus Host-Phage System. J. Bacteriol. 1959, 78, 186–192. [Google Scholar] [CrossRef] [PubMed][Green Version]
  51. Nguyen, L.D.; Kalachová, L.; Novotná, J.; Holub, M.; Kofroňová, O.; Benada, O.; Thompson, C.J.; Weiser, J. Cultivation System Using Glass Beads Immersed in Liquid Medium Facilitates Studies of Streptomyces Differentiation. Appl. Environ. Microbiol. 2005, 71, 2848–2852. [Google Scholar] [CrossRef] [PubMed][Green Version]
  52. Chater, K. David Hopwood and the emergence of Streptomyces genetics. Int. Microbiol. 1999, 2, 61–68. [Google Scholar]
  53. Kronheim, S.; Daniel-Ivad, M.; Duan, Z.; Hwang, S.; Wong, A.I.; Mantel, I.; Nodwell, J.R.; Maxwell, K.L. A chemical defence against phage infection. Nature 2018, 564, 283. [Google Scholar] [CrossRef]
Viruses 12 01065 g001 550
Figure 1. Morphology observation of five novel Streptomyces phages. (A) Plaque morphologies of the five phages. Double agar overlays were performed to infect S. venezuelae ATCC 10712 with the phages Alderaan and Coruscant, and S. coelicolor M600 with the phages Dagobah, Endor1, and Endor2. Plates were incubated overnight at 30 °C and another day (3 days in the case of Dagobah) at room temperature to reach full maturity of the bacterial lawn. (B) Close-ups of phage plaques imaged using a stereomicroscope Nikon SMZ18. S. coelicolor M145 was infected by phages using GYM double agar overlays. The plates were incubated at 30 °C overnight and then kept at room temperature for two (Endor1 and Endor2) or three days (Dagobah). Scale bar: 1 mm. (C) Transmission electron microscopy (TEM) of phage isolates. The phage virions were stained with uranyl acetate. Scale bar: 150 nm.
Figure 1. Morphology observation of five novel Streptomyces phages. (A) Plaque morphologies of the five phages. Double agar overlays were performed to infect S. venezuelae ATCC 10712 with the phages Alderaan and Coruscant, and S. coelicolor M600 with the phages Dagobah, Endor1, and Endor2. Plates were incubated overnight at 30 °C and another day (3 days in the case of Dagobah) at room temperature to reach full maturity of the bacterial lawn. (B) Close-ups of phage plaques imaged using a stereomicroscope Nikon SMZ18. S. coelicolor M145 was infected by phages using GYM double agar overlays. The plates were incubated at 30 °C overnight and then kept at room temperature for two (Endor1 and Endor2) or three days (Dagobah). Scale bar: 1 mm. (C) Transmission electron microscopy (TEM) of phage isolates. The phage virions were stained with uranyl acetate. Scale bar: 150 nm.
Viruses 12 01065 g001
Viruses 12 01065 g002 550
Figure 2. Infection curves of the five phages infecting S. venezuelae (A) and S. coelicolor (B). S. venezuelae or S. coelicolor were inoculated to GYM or YEME medium, respectively, and grown in microtiter plates, to which phages were added at the indicated initial phage titers. Backscatter was measured over time (left panels), in parallel to phage titers (right panels).
Figure 2. Infection curves of the five phages infecting S. venezuelae (A) and S. coelicolor (B). S. venezuelae or S. coelicolor were inoculated to GYM or YEME medium, respectively, and grown in microtiter plates, to which phages were added at the indicated initial phage titers. Backscatter was measured over time (left panels), in parallel to phage titers (right panels).
Viruses 12 01065 g002
Viruses 12 01065 g003 550
Figure 3. Genome map of the five Streptomyces phages. Open reading frames (ORFs) were identified with Prodigal and functionally annotated using an automatic pipeline based on Prokka [25]. The functional annotation was automatically improved and curated using hidden Markov models (HMMs), and Blastp searches [26] against different databases (Prokaryotic Virus Orthologous Groups (pVOGs) [27], viral proteins and Conserved Domain Database (CDD) [28]. Genome maps were created using the R package gggenes.
Figure 3. Genome map of the five Streptomyces phages. Open reading frames (ORFs) were identified with Prodigal and functionally annotated using an automatic pipeline based on Prokka [25]. The functional annotation was automatically improved and curated using hidden Markov models (HMMs), and Blastp searches [26] against different databases (Prokaryotic Virus Orthologous Groups (pVOGs) [27], viral proteins and Conserved Domain Database (CDD) [28]. Genome maps were created using the R package gggenes.
Viruses 12 01065 g003
Viruses 12 01065 g004 550
Figure 4. Average nucleotide-based dendrogram analysis using 38 actinophage genomes. These 38 genomes include 31 genomes downloaded from the Actinophage Database (https://phagesdb.org/), two genomes from NCBI based on close relatedness, and the five newly sequenced phages. The group of each phage, as defined by the Actinophage Database, is indicated.
Figure 4. Average nucleotide-based dendrogram analysis using 38 actinophage genomes. These 38 genomes include 31 genomes downloaded from the Actinophage Database (https://phagesdb.org/), two genomes from NCBI based on close relatedness, and the five newly sequenced phages. The group of each phage, as defined by the Actinophage Database, is indicated.
Viruses 12 01065 g004
Viruses 12 01065 g005 550
Figure 5. Protein domain-based hierarchical clustering. The dendrogram was constructed based on the presence-absence matrix of the >700 Pfam protein domains identified from 2486 actinophage genomes. Phages are color-coded according to known groups from the Actinobacteriophage Database (https://phagesdb.org/) [31]. The overlapping labels of the outer ring were merged to improve the figure’s readability. The position of the five new phage genomes is indicated as black text.
Figure 5. Protein domain-based hierarchical clustering. The dendrogram was constructed based on the presence-absence matrix of the >700 Pfam protein domains identified from 2486 actinophage genomes. Phages are color-coded according to known groups from the Actinobacteriophage Database (https://phagesdb.org/) [31]. The overlapping labels of the outer ring were merged to improve the figure’s readability. The position of the five new phage genomes is indicated as black text.
Viruses 12 01065 g005
Table
Table 1. The host range of the five phages was assessed by spotting serial dilutions of these phages on lawns of different Streptomyces species propagated on GYM medium. The outcome of the spot assays is reported as follows: plaque formation (green), clearance of the bacterial lawn without visible plaques (yellow), no plaque or lysis visible (no color). The efficiency of plating (EOP) of a phage on a given strain relative to the host used for isolation is indicated, when plaques are countable.
Table 1. The host range of the five phages was assessed by spotting serial dilutions of these phages on lawns of different Streptomyces species propagated on GYM medium. The outcome of the spot assays is reported as follows: plaque formation (green), clearance of the bacterial lawn without visible plaques (yellow), no plaque or lysis visible (no color). The efficiency of plating (EOP) of a phage on a given strain relative to the host used for isolation is indicated, when plaques are countable.
AlderaanCoruscantDagobahEndor1Endor2
S. venezuelae
S. coelicolor M600
S. coelicolor M145 111
S. rimosus subsp. rimosus
S. scabiei
S. griseus
S. platensis
S. xanthochromogenes
S. lividans 0.2
S. olivaceus 4
S. cyaneofuscatus 0.080.4
Table
Table 2. Basic genome features of the five phages. Open reading frames (ORFs) were predicted using Prokka [25] and were later manually curated. Protein domains encoded in ORFs were identified using RPS-BLAST against the Conserved Domain Database (CDD). The type of genome ends was determined using Phage Term [29]. The lifestyle of each phage was predicted by the machine-learning based program PhageAI [30].
Table 2. Basic genome features of the five phages. Open reading frames (ORFs) were predicted using Prokka [25] and were later manually curated. Protein domains encoded in ORFs were identified using RPS-BLAST against the Conserved Domain Database (CDD). The type of genome ends was determined using Phage Term [29]. The lifestyle of each phage was predicted by the machine-learning based program PhageAI [30].
Phage NameAccession NumberReference HostGenome Size (kb)GC Content (%)ORF NumberGenome Termini ClassLifestyle Prediction
AlderaanMT711975Streptomyces venezuelae ATCC 107123972.151Headful (pac)Temperate
CoruscantMT711976Streptomyces venezuelae ATCC 10712133 (12 kb DTR)48.4290DTR (long)Virulent
DagobahMT711977Streptomyces coelicolor M60047 kb (1 kb DTR)68.993DTR (short)Temperate
Endor1MT711978Streptomyces coelicolor M6004965.875Headful (pac)Temperate
Endor2MT711979Streptomyces coelicolor M6004865.175Headful (pac)Temperate

Share and Cite

MDPI and ACS Style

Hardy, A.; Sharma, V.; Kever, L.; Frunzke, J. Genome Sequence and Characterization of Five Bacteriophages Infecting Streptomyces coelicolor and Streptomyces venezuelae: Alderaan, Coruscant, Dagobah, Endor1 and Endor2. Viruses 2020, 12, 1065. https://doi.org/10.3390/v12101065

AMA Style

Hardy A, Sharma V, Kever L, Frunzke J. Genome Sequence and Characterization of Five Bacteriophages Infecting Streptomyces coelicolor and Streptomyces venezuelae: Alderaan, Coruscant, Dagobah, Endor1 and Endor2. Viruses. 2020; 12(10):1065. https://doi.org/10.3390/v12101065

Chicago/Turabian Style

Hardy, Aël, Vikas Sharma, Larissa Kever, and Julia Frunzke. 2020. "Genome Sequence and Characterization of Five Bacteriophages Infecting Streptomyces coelicolor and Streptomyces venezuelae: Alderaan, Coruscant, Dagobah, Endor1 and Endor2" Viruses 12, no. 10: 1065. https://doi.org/10.3390/v12101065

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop