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    "path": "/journals/biology/micropub-biology-002306",
    "result": {"data":{"article":{"manuscript":{"id":"70acee65-5efa-445a-9f71-b4c6afc34ac3","submissionTypes":["new finding"],"citations":[],"doi":"10.17912/micropub.biology.002306","dbReferenceId":null,"pmcId":null,"pmId":null,"proteopedia":null,"reviewPanel":null,"species":["actinobacteria bacterium","arthrobacter sp.","bacteriophage"],"integrations":[],"corrections":null,"history":{"received":"2026-07-21T14:29:43.165Z","revisionReceived":"2026-08-12T13:14:33.221Z","accepted":"2026-08-13T03:28:16.517Z","published":"2026-08-22T01:43:47.144Z","indexed":"2026-09-05T01:43:47.144Z"},"versions":[{"id":"75683b61-856b-4877-b097-b47b6b211368","decision":"revise","abstract":"<p>The SEA-PHAGES program maintains an extensive archive of student-discovered Actinobacteriophage as a resource for understanding phage diversity. Here, we examine host range of thirty phages isolated on <i>Arthrobacter globiformis </i>B-2979 against non-target strains of <i>A. globiformis </i>and against other isolates within ‘<i>Arthrobacter sensu stricto</i>’. Consistent with other reports, host range of these phages was generally narrow. A general relationship was observed in efficiency of plating on non-target hosts, suggesting underlying mechanisms of cross-infectivity.</p>","acknowledgements":"<p>We thank the SEA-PHAGES program and HHMI for materials and support. Microbial strains used in this work were provided by SEA-PHAGES and the USDA-ARS Culture Collection (NRRL). </p>","authors":[{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"emily.chung@emory.edu","firstName":"Emily","lastName":"Chung","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"kristen.dejanes@emory.edu","firstName":"Kristen","lastName":"DeJanes","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"kiri.diaz-asper@emory.edu","firstName":"Kiri","lastName":"Diaz-Asper","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"anna.hayashizaki@emory.edu","firstName":"Anna","lastName":"Hayashizaki","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"john.lin@emory.edu","firstName":"John","lastName":"Lin","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"sarah.liu2@emory.edu","firstName":"Sarah","lastName":"Liu","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"taylor.palmore@emory.edu","firstName":"Taylor","lastName":"Palmore","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"rouida.siddiqui@emory.edu","firstName":"Rouida","lastName":"Siddiqui","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"neron.xavier@emory.edu","firstName":"Neron","lastName":"Xavier","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"martin.lin@emory.edu","firstName":"Martin","lastName":"Lin","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":""},{"affiliations":["Emory University, Atlanta, GA 30322"],"departments":["Department of Biology"],"credit":["investigation"],"email":"yu-chuan.chen@emory.edu","firstName":"Yu-Chuan","lastName":"Chen","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":""},{"affiliations":["Emory University, Atlanta, GA 30322"],"departments":["Department of Biology"],"credit":["supervision","validation","investigation","visualization","writing_reviewEditing"],"email":"nic.vega@emory.edu","firstName":"Nic M.","lastName":"Vega","submittingAuthor":true,"correspondingAuthor":true,"equalContribution":false,"WBId":null,"orcid":"0000-0002-9929-6109"}],"awards":[],"conflictsOfInterest":"<p>The authors declare that there are no conflicts of interest present.</p>","dataTable":{"url":null},"extendedData":[],"funding":"<p>Vega was supported by NSF CAREER #2340578 and W. M. Keck Foundation #0000082567.</p>","image":{"url":"https://portal.micropublication.org/uploads/1ebb7fb7fcc0d33a0067969a0a380ed0.png"},"imageCaption":"<p>(A) Frequency of plaque formation on non-target <i>Arthrobacter</i>. Genus of the non-target host is shown at the top of each panel. Height of each bar indicates the fraction of phage isolates forming any plaques (including LFW) on each host. No plaques or lysis from without (LFW) events were observed on <i>A. pascens </i>(B-1814, B-2884); one phage (IllegallySmol) showed LFW but not countable plaques on <i>A. humicola </i>B-24479. (B) Efficiency of plating (EOP) on non-target hosts. Instances of lysis from without (LFW, blue triangles) are shown by allowing a count of one plaque for the least dilute spot where any plaquing was observed; these values do not represent exact counts, are excluded from statistical tests, and are shown for comparison only. A sub-set of combinations from the initial assay (run 1, left) were re-tested in an independent experiment (run 2, right) to show repeatability. Host range assessment was repeatable, with higher run to run variation at lower EOPs. (C) Heatmap of log<sub>10</sub>(EOP) by phage isolate x host, in run 1 (left) and run 2 (right). Combinations that did not produce detectable plaque formation are shown in grey. Combinations not performed are shown in white. (D) log<sub>10</sub>(EOP) relationships among non-host bacteria. Each data point represents one phage isolate; combinations of phage and host for which plaques were not observed were given a value of -8 to allow visualization. Black horizontal and vertical lines indicate EOP=1; grey line is 1:1; red dashed lines represent linear fits to log<sub>10</sub>(EOP) data from phage with measurable and reliable EOP (≥10<sup>-4</sup>) on both hosts. Only the relationship between <i>globiformis </i>strains B-2880 and B-24025 had statistical support (log<sub>10</sub>(B-2880 EOP) = 0.7004 * log<sub>10</sub>(B-24025 EOP) – 0.9371, adjusted R<sup>2</sup> = 0.76, F test p=1.43*10<sup>-4</sup>, df=10). All phage stocks had estimated titers ≥10<sup>9</sup> PFU/mL on isolation host B-2979, except Coopy at 8e<sup>8 </sup>and IllegallySmol at 9e<sup>8</sup>. Two phage stocks isolated from the same sample were subsequently identified as being the same phage (Atlantica) based on detection PCR, and these data sets were combined.</p>","imageTitle":"<p>Host range of 30 phage isolated on <i>A. globiformis </i>B-2979</p>","methods":"<p><i>Media and buffers. </i>LB broth (per L: 10 g peptone, 5 g yeast extract, 5 g NaCl) was used for growth of bacteria. Modified PYCa growth medium (per L: 1g yeast extract, 15 g peptone, 4.5 mM CaCl<sub>2</sub>, 10 mM MgSO<sub>4</sub>, 0.1% dextrose)<i> </i>was used as broth, base agar (1.5%) and top agar (0.3%), with cycloheximide (10 µg/mL) to inhibit fungal growth. Phage buffer (10 mM Tris pH 7.5, 10 mM MgSO<sub>4</sub>, 68 mM NaCl, 1 mM CaCl<sub>2</sub>, 10% glycerol) was used for suspensions and serial dilutions (Zorawik et al., 2024).</p><p><i>Bacterial culture</i>. Bacterial cultures were created by scraping single colonies from plates to inoculate 2 mL LB growth medium, which was grown for 48h at 25°C with shaking at 200 RPM. Stationary phase cultures were diluted 1:1000 into PYCa and grown overnight under the same conditions to acclimate to the medium, then re-inoculated 1:25 into PYCa and returned to incubation for 4-6h to create log-phase cultures.</p><p><i>Phage isolation. </i>Phage were isolated as part of the Science Education Alliance-Phage Hunters Advancing Genomics and Evolutionary Science (SEA-PHAGES) program (Jordan et al., 2014) using common procedures (Zorawik et al., 2024). All phages were isolated with target host <i>Arthrobacter globiformis </i>B-2979 and plating medium PYCa. Phages isolated at Emory used an incubation temperature of 30°C in 2023-2024 and 22°C in 2025. Briefly, 15 mL PYCa was added to 15 mL of soil in a 50 mL conical tube, then incubated with shaking at 200 RPM for ~4 hours. Soil particles and debris were removed through centrifugation (2000xg for 10 min) and filtration of supernatant (0.22 µm pore size). Filtrate was mixed 1:1 with top agar + 100 µL B-2979 for direct plating, and the remaining volume was enriched with 1:500 v/v B-2979 and allowed to incubate for 48h with shaking. The enriched culture was centrifuged to pellet bacteria, and the filtered supernatant (0.22 µm) was used for spot and/or full double layer plates with top agar enriched with 20-100 µL of B-2979. Phage were purified through 2-4 rounds of plaque picking and re-plating to obtain homogeneous stocks.</p><p><i>Host range. </i>Host range assays were carried out using common procedures (Zorawik et al., 2024). Briefly, double layer plates were created with 50-100 µL of each log-phase bacterial culture, 1 mL of phage buffer (10% glycerol), and 3 mL of top agar and allowed to completely solidify before plating 3 µL spots of 10-fold serially diluted phage. Plates were incubated at 30°C for 24-48h before counting. Efficiency of plating (EOP) was calculated as [PFU on non-target host]/[PFU on B-2979]. Lysis from without (LFW) was recorded when confluent spots but not single plaques were observed.</p><p><i>Data analysis</i>. Data from all users and runs was combined for analysis in R (v4.4.0), using data handling functionality from <i>tidyverse </i>v2.0.0 (<i>stringr </i>v1.5.1, <i>dplyr </i>v1.1.4) (Wickham et al., 2019) and plotting with <i>ggplot </i>v3.5.1,<i> ggpubr </i>v0.6.0, <i>cowplot </i>v1.1.3,<i> </i>and <i>patchwork </i>v1.2.0 (Kassambara, 2020; Wickham, 2016; Wilke, 2020). Statistical functions <i>lm() </i>and <i>wilcox.test()</i> were provided by package <i>stats</i> in base R. Data and code are available at <a href=\"https://github.com/veganm/ArthrobacterPhageHostRange\">https://github.com/veganm/ArthrobacterPhageHostRange</a></p>","reagents":"<p><i>Bacterial isolates</i></p><table><tbody><tr><td><p><b>Strain</b></p></td><td><p><b>Genotype</b></p></td><td><p><b>Available from</b></p></td></tr><tr><td><p>B-2979</p></td><td><p><i>Arthrobacter globiformis</i> (target host)</p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-1814</p></td><td><p><i>Arthrobacter pascens</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-2880</p></td><td><p><i>Arthrobacter globiformis</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-2884</p></td><td><p><i>Arthrobacter pascens</i></p></td><td><p>USDA NRRL</p></td></tr><tr><td><p>B-24025</p></td><td><p><i>Arthrobacter globiformis</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-24478</p></td><td><p><i>Arthrobacter oryzae</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-24479</p></td><td><p><i>Arthrobacter humicola</i></p></td><td><p>USDA NRRL</p></td></tr></tbody></table><p><i>Phage isolates</i></p><table><tbody><tr><td><p><b>Date</b></p></td><td><p><b>Institution</b></p></td><td><p><b>PhagesDB Name</b></p></td><td><p><b>Cluster</b></p></td><td><p><b>Latitude</b></p></td><td><p><b>Longitude</b></p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Coopy</p></td><td><p>Not Sequenced</p></td><td><p>33.795761</p></td><td><p>-84.320096</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>BlackJade</p></td><td><p>FL</p></td><td><p>33.795761</p></td><td><p>-84.320096</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>MossAgate</p></td><td><p>Not Sequenced</p></td><td><p>33.79158</p></td><td><p>-84.31657</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Staurolite</p></td><td><p>Not Sequenced</p></td><td><p>33.7969051</p></td><td><p>-84.3178155</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>ShrimpNGrits</p></td><td><p>Not Sequenced</p></td><td><p>33.7957465</p></td><td><p>-84.3203161</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>ButteryBiscuit</p></td><td><p>Not Sequenced</p></td><td><p>33.7957465</p></td><td><p>-84.3203161</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Chabazite</p></td><td><p>Not Sequenced</p></td><td><p>33.795831</p></td><td><p>-84.320273</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Dumortierite</p></td><td><p>Not Sequenced</p></td><td><p>33.795937</p></td><td><p>-84.321014</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Demasiado</p></td><td><p>Not Sequenced</p></td><td><p>33.795937</p></td><td><p>-84.321014</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Volarius</p></td><td><p>Not Sequenced</p></td><td><p>33.794812</p></td><td><p>-84.327572</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>PinkBalloon</p></td><td><p>Not Sequenced</p></td><td><p>33.791944</p></td><td><p>-84.328611</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>IllegallySmol</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>LoreleiDooley</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>FireStar</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Clytemnestra</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Aporia</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>BananaPudding</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Panchaali</p></td><td><p>FC</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Atlantica</p></td><td><p>AS3</p></td><td><p>33.796720</p></td><td><p>-84.323940</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>EpicSnackTime</p></td><td><p>Not Sequenced</p></td><td><p>33.796720</p></td><td><p>-84.323940</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>CherokeeRose</p></td><td><p>Not Sequenced</p></td><td><p>33.796720</p></td><td><p>-84.323940</p></td></tr><tr><td><p>2017</p></td><td><p>University of Pittsburg</p></td><td><p>Liebe</p></td><td><p>AZ2</p></td><td><p>40.4415</p></td><td><p>-79.9503</p></td></tr><tr><td><p>2024</p></td><td><p>HHMI</p></td><td><p>TrixiePhattel</p></td><td><p>AU6</p></td><td><p>34.432769</p></td><td><p>-112.415035</p></td></tr><tr><td><p>2024</p></td><td><p>NCSU</p></td><td><p>Ultraviolet</p></td><td><p>Not Sequenced</p></td><td><p>39.203739</p></td><td><p>-76.684837</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>BuldakRamen</p></td><td><p>Not Sequenced</p></td><td><p>33.47311</p></td><td><p>- 84.19250</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>EagleRow</p></td><td><p>Not Sequenced</p></td><td><p>33.79582</p></td><td><p>-84.32135</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>Elena12</p></td><td><p>Not Sequenced</p></td><td><p>33.79589</p></td><td><p>-84.32736</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>Hengyu</p></td><td><p>Not Sequenced</p></td><td><p>33.79061</p></td><td><p>-84.32791</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>NovaX7</p></td><td><p>Not Sequenced</p></td><td><p>33.79095</p></td><td><p>-84.30056</p></td></tr></tbody></table>","patternDescription":"<p>Host range is an important aspect of phage ecology. Many isolated phages infect few hosts outside the type used for isolation, at least in part due to over-representation of narrow host range phage by conventional isolation methods (Jensen et al., 1998). Even so, phage-host specificity varies across host clades and across phage isolated on a given host (Gencay et al., 2019; Xie et al., 2018), and very broad host ranges are possible (Malki et al., 2015). “Modularity” is common, where sets of phage isolates infect shared sets of hosts, with few productive interactions outside that range (Beckett &amp; Williams, 2013; Flores et al., 2013; Göller et al., 2021; Holtappels et al., 2023), as is nestedness, where progressively more specialized phage infect progressively less permissive hosts (Flores et al., 2011).</p><p>The SEA-PHAGES program has generated new insights into phage diversity. Hosts from the genus <i>Arthrobacter</i> have been added to the program in recent years; most of the phage infecting this genus were isolated on one of four isolates of <i>Arthrobacter globiformis</i> (1711 of 2640 <i>Arthrobacter </i>phage archived; 353 of 635 sequenced). Host range of <i>Arthrobacter </i>phage is generally narrow, often limited to the isolating host and sometimes extending to a small number of closely related strains (Brown et al., 1978; Einck et al., 1973; Germida &amp; Casida, 1981). Recent work with has supported this idea, with phage isolates plaquing on 0-18% of non-target <i>Arthrobacter </i>species (Kaliniene et al., 2017; Klyczek et al., 2017). However, prior studies have generally focused on cross-infectivity across bacterial species; very few productive infections are observed at this range, and relationships in cross-infectivity are difficult to determine.</p><p>In these experiments, we determined host range of thirty phage isolated on <i>A. globiformis </i>B-2979 against a set of seven non-target isolates within ‘<i>Arthrobacter sensu stricto’</i> (Busse, 2016), including two non-target strains of <i>A. globiformis</i>. Twenty-seven phage were isolated in or near Atlanta, Georgia; three external phage (Liebe, Ultraviolet, and TrixiePhattel) were not exceptions to the patterns observed.</p><p>Phages created countable plaques on zero (phage Ultraviolet only), one (n=19), two (n=6), or three (n=5) non-isolation hosts. Most successful infections were against strains of <i>A. globiformis</i> (Fig. 1A). While cross-infection on <i>A. globiformis </i>B-2880 was more common than on B-24025 (Fig. 1A), efficiency of plating (EOP) tended to be higher on B-24025 than on B-2880 (median log<sub>10</sub>EOP for B-24025 = -0.32; median log<sub>10</sub>EOP for B-2880 = -1.31) (Fig. 1B). A second, independent run of the host range assay using a sub-set of phages and hosts indicated that host range data were largely replicable, with most of the variation in phage-host combinations with low EOP (~10<sup>-4</sup> or lower) (Fig. 1B-C).</p><p>EOP was highly variable both within and among phages. Among the minority of phages that infected two non-host <i>globiformis</i>, the same pattern held as in (1B), with EOP on B-2880 being in general lower than EOP on B-24025 for the same phage (Fig. 1D). However, three phages showed markedly higher EOP on B-2880 than on B-24025, showing that this general trend need not hold for specific cases (Coopy, two replicates, log<sub>10</sub>EOP B-4025 ≈ -2 and B-2880 ≈ -4.5; Liebe, two replicates, log<sub>10</sub>EOP B-4025 ≈ -1 and B-2880 ≈ -6; NovaX7, one replicate, log<sub>10</sub>EOP B-4025 = -0.1 and B-2880 =-4.8). Likewise, one phage is substantially off the line in the opposite direction (PrettyLilBaby, one replicate, log<sub>10</sub>EOP B-2880 = 0.15 and B-24025 = -7.1). Phages successfully infecting <i>A. oryzae </i>B-24478 also infected at least one and often both non-host <i>globiformis </i>(Fig. 1D)<i>, </i>suggesting generalist tendencies in a subset of phage isolates.</p><p>These results are consistent with previous observations of narrow host range in <i>Arthrobacter </i>phages and are suggestive of modularity and nestedness; larger data sets containing phages from multiple target hosts are required to test these ideas. Further, the observed relationship between magnitude and prevalence of EOP on a pair of non-host <i>globiformis</i> suggests underlying mechanism(s) of cross-susceptibility, with notable departures from the rule that may prove informative. As the current data set is small, and as few of these phages (and none of these hosts) are currently sequenced, it is difficult to hypothesize specific mechanisms. However, the available data indicate that distantly related phages can have similar host ranges (Fig. 1C). For example, the sequenced siphoviral phages Atlantica (temperate, cluster AS3) and TrixiePhattel (virulent, cluster AU6) show relatively broad host ranges, with plaque formation on both non-host <i>globiformis </i>as well as on <i>A. oryzae</i>. It is reasonable to hypothesize that some features of relatedness will explain some of the variation in host range, but the relationship(s) between genetic distance, genome content, and host range in these phages remains an open question.</p>","references":[{"reference":"Beckett SJ, Williams HTP. 2013. Coevolutionary diversification creates nested-modular structure in phage–bacteria interaction networks. Interface Focus. 3: 20130033.","pubmedId":"","doi":"10.1098/rsfs.2013.0033"},{"reference":"Brown DR, Holt JG, Pattee PA. 1978. Isolation and characterization of Arthrobacter bacteriophages and their application to phage typing of soil arthrobacters. Applied and Environmental Microbiology. 35: 185.","pubmedId":"","doi":"10.1128/aem.35.1.185-191.1978"},{"reference":"Busse HJ. 2016. Review of the taxonomy of the genus Arthrobacter, emendation of the genus Arthrobacter sensu lato, proposal to reclassify selected species of the genus Arthrobacter in the novel genera Glutamicibacter gen. nov., Paeniglutamicibacter gen. nov., Pseudoglutamicibacter gen. nov., Paenarthrobacter gen. nov. and Pseudarthrobacter gen. nov., and emended description of Arthrobacter roseus. International Journal of Systematic and Evolutionary Microbiology. 66: 9.","pubmedId":"","doi":"10.1099/ijsem.0.000702"},{"reference":"Einck KH, Pattee PA, Holt JG, Hagedorn C, Miller JA, Berryhill DL. 1973. Isolation and Characterization of a Bacteriophage of Arthrobacter globiformis. Journal of Virology. 12: 1031.","pubmedId":"","doi":"10.1128/jvi.12.5.1031-1033.1973"},{"reference":"Flores CO, Meyer JR, Valverde S, Farr L, Weitz JS. 2011. Statistical structure of host–phage interactions. Proceedings of the National Academy of Sciences. 108: E288.","pubmedId":"","doi":"10.1073/pnas.1101595108"},{"reference":"Flores CO, Valverde S, Weitz JS. 2013. Multi-scale structure and geographic drivers of cross-infection within marine bacteria and phages. The ISME Journal. 7: 520.","pubmedId":"","doi":"10.1038/ismej.2012.135"},{"reference":"Gencay YE, Gambino M, Prussing TF, Brondsted L. 2019. The genera of bacteriophages and their receptors are the major determinants of host range. Environmental Microbiology. 21: 2095.","pubmedId":"","doi":"10.1111/1462-2920.14597"},{"reference":"Germida JJ, Casida LE. 1981. Isolation of Arthrobacter Bacteriophage from Soil. Applied and Environmental Microbiology. 41: 1389.","pubmedId":"","doi":""},{"reference":"Goller PC, Elsener T, Lorge D, Radulovic N, Bernardi V, Naumann A, et al., Gomez Sanz E. 2021. Multi-species host range of staphylococcal phages isolated from wastewater. 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A Broadly Implementable Research Course in Phage Discovery and Genomics for First-Year Undergraduate Students. mBio. 5: 10.1128/mbio.01051.","pubmedId":"","doi":"10.1128/mbio.01051-13"},{"reference":"Kaliniene L, Simoliunas E, Truncaite L, Zajanckauskaite A, Nainys J, Kaupinis A, Valius M, Meskys R. 2017. Molecular Analysis of Arthrobacter Myovirus vB_ArtM-ArV1: We Blame It on the Tail. Journal of Virology. 91: 10.1128/jvi.00023.","pubmedId":"","doi":"10.1128/jvi.00023-17"},{"reference":"Kassambara A. 2020. ggpubr: 'ggplot2' Based Publication Ready Plots.","pubmedId":"","doi":""},{"reference":"Klyczek KK, Bonilla JA, Jacobs Sera D, Adair TL, Afram P, Allen KG, et al., Hatfull GF. 2017. Tales of diversity: Genomic and morphological characteristics of forty-six Arthrobacter phages. PLOS ONE. 12: e0180517.","pubmedId":"","doi":"10.1371/journal.pone.0180517"},{"reference":"Malki K, Kula A, Bruder K, Sible E, Hatzopoulos T, Steidel S, Watkins SC, Putonti C. 2015. Bacteriophages isolated from Lake Michigan demonstrate broad host-range across several bacterial phyla. Virology Journal. 12: 164.","pubmedId":"","doi":"10.1186/s12985-015-0395-0"},{"reference":"Wickham H. 2016. ggplot2: Elegant Graphics for Data Analysis.","pubmedId":"","doi":""},{"reference":"Wickham H, Averick M, Bryan J, Chang W, Mc Gowan LDA, Francois R, et al., Yutani H. 2019. Welcome to the tidyverse. Journal of Open Source Software. 4: 1686.","pubmedId":"","doi":"10.21105/joss.01686"},{"reference":"Wilke CO. 2020. cowplot: Streamlined Plot Theme and Plot Annotations for 'ggplot2'.","pubmedId":"","doi":""},{"reference":"Xie Y, Wahab L, Gill JJ. 2018. Development and Validation of a Microtiter Plate-Based Assay for Determination of Bacteriophage Host Range and Virulence. Viruses. 10: 189.","pubmedId":"","doi":"10.3390/v10040189"},{"reference":"Zorawik M, Jacobs Sera D, Freise A, Reddi K. 2024. Isolation of Bacteriophages on Actinobacteria Hosts. Methods in molecular biology (Clifton, N.J.). 2793","pubmedId":"","doi":"10.1007/978-1-0716-3798-2_17"}],"title":"<p>Host range of 30 novel <i>Arthrobacter globiformis </i>bacteriophage shows modularity and nestedness</p>","reviews":[{"reviewer":{"displayName":"Katherine Wetzel"},"openAcknowledgement":false,"status":{"submitted":true}}],"curatorReviews":[{"curator":{"displayName":"FlyBase Curators"},"openAcknowledgement":false,"submitted":null}]},{"id":"944969d7-be89-4ef8-8508-5c21a23b44e6","decision":"edit","abstract":"<p>The SEA-PHAGES program maintains an extensive archive of student-discovered Actinobacteriophage as a resource for understanding phage diversity. Here, we examine host range of thirty phages isolated on <i>Arthrobacter globiformis </i>B-2979 against additional strains of <i>A. globiformis </i>and against other isolates within ‘<i>Arthrobacter sensu stricto</i>’. Consistent with other reports, host range of these phages was generally narrow. A general relationship between magnitude and prevalence was observed in efficiency of plating on <i>globiformis</i> isolates other than the isolation host, suggesting underlying mechanisms of cross-infectivity.</p>","acknowledgements":"<p>We thank the SEA-PHAGES program and HHMI for materials and support. Microbial strains used in this work were provided by SEA-PHAGES and the USDA-ARS Culture Collection (NRRL). </p>","authors":[{"affiliations":["Emory University, Atlanta, GA 30322"],"departments":["Department of Biology"],"credit":["investigation"],"email":"yu-chuan.chen@emory.edu","firstName":"Yu-Chuan","lastName":"Chen","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":""},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"emily.chung@emory.edu","firstName":"Emily","lastName":"Chung","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"kristen.dejanes@emory.edu","firstName":"Kristen","lastName":"DeJanes","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"kiri.diaz-asper@emory.edu","firstName":"Kiri","lastName":"Diaz-Asper","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"anna.hayashizaki@emory.edu","firstName":"Anna","lastName":"Hayashizaki","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":[""],"credit":["investigation"],"email":"valerie.jackson@emory.edu","firstName":"Valerie","lastName":"Jackson","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":[""],"credit":["investigation"],"email":"nikhita.lalwani@emory.edu","firstName":"Nikhita","lastName":"Lalwani","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"john.lin@emory.edu","firstName":"John","lastName":"Lin","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"martin.lin@emory.edu","firstName":"Martin","lastName":"Lin","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":""},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"sarah.liu2@emory.edu","firstName":"Sarah","lastName":"Liu","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"taylor.palmore@emory.edu","firstName":"Taylor","lastName":"Palmore","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"rouida.siddiqui@emory.edu","firstName":"Rouida","lastName":"Siddiqui","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"neron.xavier@emory.edu","firstName":"Neron","lastName":"Xavier","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA 30322"],"departments":["Department of Biology"],"credit":["supervision","validation","investigation","visualization","writing_reviewEditing"],"email":"nic.vega@emory.edu","firstName":"Nic M.","lastName":"Vega","submittingAuthor":true,"correspondingAuthor":true,"equalContribution":false,"WBId":null,"orcid":"0000-0002-9929-6109"}],"awards":[],"conflictsOfInterest":"<p>The authors declare that there are no conflicts of interest present.</p>","dataTable":{"url":null},"extendedData":[],"funding":"<p>Vega was supported by NSF CAREER #2340578 and W. M. Keck Foundation #0000082567.</p>","image":{"url":"https://portal.micropublication.org/uploads/24ec9729c4bcb51054c02d93ae06a611.png"},"imageCaption":"<p>(A) Frequency of plaque formation on test <i>Arthrobacter</i> isolates. Genus of the test host is shown at the top of each panel. Height of each bar indicates the fraction of phage isolates forming any plaques (including LFW) on each host. No plaques or lysis from without (LFW) events were observed on <i>A. pascens </i>(B-1814, B-2884); one phage (IllegallySmol) showed LFW but not countable plaques on <i>A. humicola </i>B-24479. (B) Efficiency of plating (EOP) on test bacteria. Instances of lysis from without (LFW, open triangles) are shown by allowing a count of one plaque for the least dilute spot where any plaquing was observed; these values do not represent exact counts, are excluded from statistical tests, and are shown for comparison only. A sub-set of combinations from the initial assay (run 1, left) were re-tested in an independent experiment (run 2, right) to show repeatability. Host range assessment was repeatable, with higher run to run variation at lower EOPs. (C) Heatmap of log<sub>10</sub>(EOP) by phage isolate x host, in run 1 (left) and run 2 (right). Combinations that did not produce detectable plaque formation are shown in grey. Combinations not performed are shown in white. (D) log<sub>10</sub>(EOP) relationships among non-host bacteria. Each data point represents one phage isolate; combinations of phage and host for which plaques were not observed were given a value of -8 to allow visualization. Black horizontal and vertical lines indicate EOP=1; grey line is 1:1; red dashed lines represent linear fits to log<sub>10</sub>(EOP) data from phages with measurable and reliable EOP (≥10<sup>-4</sup>) on both hosts. Only the relationship between <i>globiformis </i>strains B-2880 and B-24025 had statistical support (log<sub>10</sub>(B-2880 EOP) = 0.7004 * log<sub>10</sub>(B-24025 EOP) – 0.9371, adjusted R<sup>2</sup> = 0.76, F test p=1.43*10<sup>-4</sup>, df=10). All phage stocks had estimated titers ≥10<sup>9</sup> PFU/mL on isolation host B-2979, except Coopy at 8e<sup>8 </sup>and IllegallySmol at 9e<sup>8</sup>. Two phage stocks isolated from the same sample were subsequently identified as being the same phage (Atlantica) based on detection PCR, and these data sets were combined.</p>","imageTitle":"<p>Host range of 30 phages isolated on <i>A. globiformis </i>B-2979. </p>","methods":"<p><i>Media and buffers. </i>LB broth (per L: 10 g peptone, 5 g yeast extract, 5 g NaCl) was used for growth of bacteria. Modified PYCa growth medium (per L: 1g yeast extract, 15 g peptone, 4.5 mM CaCl<sub>2</sub>, 10 mM MgSO<sub>4</sub>, 0.1% dextrose)<i> </i>was used as broth, base agar (1.5%) and top agar (0.3%), with cycloheximide (10 µg/mL) to inhibit fungal growth. Phage buffer (10 mM Tris pH 7.5, 10 mM MgSO<sub>4</sub>, 68 mM NaCl, 1 mM CaCl<sub>2</sub>, 10% glycerol) was used for suspensions and serial dilutions (Zorawik et al., 2024).</p><p><i>Bacterial culture</i>. Bacterial cultures were created by scraping single colonies from plates to inoculate 2 mL LB growth medium, which was grown for 48h at 25°C with shaking at 200 RPM. Stationary phase cultures were diluted 1:1000 into PYCa and grown overnight under the same conditions to acclimate to the medium, then re-inoculated 1:25 into PYCa and returned to incubation for 4-6h to create log-phase cultures.</p><p><i>Phage isolation. </i>Phages were isolated as part of the Science Education Alliance-Phage Hunters Advancing Genomics and Evolutionary Science (SEA-PHAGES) program (Jordan et al., 2014) using common procedures (Zorawik et al., 2024). All phages were isolated with target host <i>Arthrobacter globiformis </i>B-2979 and plating medium PYCa. Phages isolated at Emory used an incubation temperature of 30°C in 2023-2024 and 22°C in 2025. Briefly, 15 mL PYCa was added to 15 mL of soil in a 50 mL conical tube, then incubated with shaking at 200 RPM for ~4 hours. Soil particles and debris were removed through centrifugation (2000xg for 10 min) and filtration of supernatant (0.22 µm pore size). Filtrate was mixed 1:1 with top agar + 100 µL B-2979 for direct plating, and the remaining volume was enriched with 1:500 v/v B-2979 and allowed to incubate for 48h with shaking. The enriched culture was centrifuged to pellet bacteria, and the filtered supernatant (0.22 µm) was used for spot and/or full double layer plates with top agar enriched with 20-100 µL of B-2979. Phages were purified through 2-4 rounds of plaque picking and re-plating to obtain homogeneous stocks.</p><p><i>Host range. </i>Host range assays were carried out using common procedures (Zorawik et al., 2024). Briefly, double layer plates were created with 50-100 µL of each log-phase bacterial culture, 1 mL of phage buffer (10% glycerol), and 3 mL of top agar and allowed to completely solidify before plating 3 µL spots of 10-fold serially diluted phage. Plates were incubated at 30°C for 24-48h before counting. Efficiency of plating (EOP) was calculated as [PFU on test bacteria]/[PFU on B-2979]. Lysis from without (LFW) was recorded when confluent spots but not single plaques were observed.</p><p><i>Data analysis</i>. Data from all users and runs was combined for analysis in R (v4.4.0), using data handling functionality from <i>tidyverse </i>v2.0.0 (<i>stringr </i>v1.5.1, <i>dplyr </i>v1.1.4) (Wickham et al., 2019) and plotting with <i>ggplot </i>v3.5.1,<i> ggpubr </i>v0.6.0, <i>cowplot </i>v1.1.3,<i> </i>and <i>patchwork </i>v1.2.0 (Kassambara, 2020; Wickham, 2016; Wilke, 2020). Statistical functions <i>lm() </i>and <i>wilcox.test()</i> were provided by package <i>stats</i> in base R. Data and code are available at <a href=\"https://github.com/veganm/ArthrobacterPhageHostRange\">https://github.com/veganm/ArthrobacterPhageHostRange</a></p>","reagents":"<p><i>Bacterial isolates</i></p><table><tbody><tr><td><p><b>Strain</b></p></td><td><p><b>Genotype</b></p></td><td><p><b>Available from</b></p></td></tr><tr><td><p>B-2979</p></td><td><p><i>Arthrobacter globiformis</i> (target host)</p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-1814</p></td><td><p><i>Arthrobacter pascens</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-2880</p></td><td><p><i>Arthrobacter globiformis</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-2884</p></td><td><p><i>Arthrobacter pascens</i></p></td><td><p>USDA NRRL</p></td></tr><tr><td><p>B-24025</p></td><td><p><i>Arthrobacter globiformis</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-24478</p></td><td><p><i>Arthrobacter oryzae</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-24479</p></td><td><p><i>Arthrobacter humicola</i></p></td><td><p>USDA NRRL</p></td></tr></tbody></table><p><i>Phage isolates</i></p><table><tbody><tr><td><p><b>Date</b></p></td><td><p><b>Institution</b></p></td><td><p><b>PhagesDB Name</b></p></td><td><p><b>Cluster</b></p></td><td><p><b>Latitude</b></p></td><td><p><b>Longitude</b></p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Coopy</p></td><td><p>Not Sequenced</p></td><td><p>33.795761</p></td><td><p>-84.320096</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>BlackJade</p></td><td><p>FL</p></td><td><p>33.795761</p></td><td><p>-84.320096</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>MossAgate</p></td><td><p>Not Sequenced</p></td><td><p>33.79158</p></td><td><p>-84.31657</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Staurolite</p></td><td><p>Not Sequenced</p></td><td><p>33.7969051</p></td><td><p>-84.3178155</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>ShrimpNGrits</p></td><td><p>Not Sequenced</p></td><td><p>33.7957465</p></td><td><p>-84.3203161</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>ButteryBiscuit</p></td><td><p>Not Sequenced</p></td><td><p>33.7957465</p></td><td><p>-84.3203161</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Chabazite</p></td><td><p>Not Sequenced</p></td><td><p>33.795831</p></td><td><p>-84.320273</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Dumortierite</p></td><td><p>Not Sequenced</p></td><td><p>33.795937</p></td><td><p>-84.321014</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Demasiado</p></td><td><p>Not Sequenced</p></td><td><p>33.795937</p></td><td><p>-84.321014</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Volarius</p></td><td><p>Not Sequenced</p></td><td><p>33.794812</p></td><td><p>-84.327572</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>PinkBalloon</p></td><td><p>Not Sequenced</p></td><td><p>33.791944</p></td><td><p>-84.328611</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>IllegallySmol</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>LoreleiDooley</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>FireStar</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Clytemnestra</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Aporia</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>BananaPudding</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Panchaali</p></td><td><p>FC</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Atlantica</p></td><td><p>AS3</p></td><td><p>33.796720</p></td><td><p>-84.323940</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>EpicSnackTime</p></td><td><p>Not Sequenced</p></td><td><p>33.796720</p></td><td><p>-84.323940</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>CherokeeRose</p></td><td><p>Not Sequenced</p></td><td><p>33.796720</p></td><td><p>-84.323940</p></td></tr><tr><td><p>2017</p></td><td><p>University of Pittsburg</p></td><td><p>Liebe</p></td><td><p>AZ2</p></td><td><p>40.4415</p></td><td><p>-79.9503</p></td></tr><tr><td><p>2024</p></td><td><p>HHMI</p></td><td><p>TrixiePhattel</p></td><td><p>AU6</p></td><td><p>34.432769</p></td><td><p>-112.415035</p></td></tr><tr><td><p>2024</p></td><td><p>NCSU</p></td><td><p>Ultraviolet</p></td><td><p>Not Sequenced</p></td><td><p>39.203739</p></td><td><p>-76.684837</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>BuldakRamen</p></td><td><p>Not Sequenced</p></td><td><p>33.47311</p></td><td><p>- 84.19250</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>EagleRow</p></td><td><p>Not Sequenced</p></td><td><p>33.79582</p></td><td><p>-84.32135</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>Elena12</p></td><td><p>Not Sequenced</p></td><td><p>33.79589</p></td><td><p>-84.32736</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>Hengyu</p></td><td><p>Not Sequenced</p></td><td><p>33.79061</p></td><td><p>-84.32791</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>NovaX7</p></td><td><p>Not Sequenced</p></td><td><p>33.79095</p></td><td><p>-84.30056</p></td></tr></tbody></table>","patternDescription":"<p>Host range is an important aspect of phage ecology. Many isolated phages infect few hosts outside the type used for isolation, at least in part due to over-representation of narrow host range phages by conventional isolation methods (Jensen et al., 1998). Even so, phage-host specificity varies across host clades and across phages isolated on a given host (Gencay et al., 2019; Xie et al., 2018), and very broad host ranges are possible (Malki et al., 2015). “Modularity” is common, where sets of phage isolates infect shared sets of hosts, with few productive interactions outside that range (Beckett &amp; Williams, 2013; Flores et al., 2013; Göller et al., 2021; Holtappels et al., 2023), as is nestedness, where progressively more specialized phage infect progressively less permissive hosts (Flores et al., 2011).</p><p>The SEA-PHAGES program (Jordan et al., 2014) has generated new insights into phage diversity. Hosts from the genus <i>Arthrobacter</i> have been added to the program in recent years; most of the phages infecting this genus were isolated on one of four isolates of <i>Arthrobacter globiformis</i> (1711 of 2640 <i>Arthrobacter </i>phages archived; 353 of 635 sequenced). Host range of <i>Arthrobacter </i>phages is generally narrow, often limited to the isolating host and sometimes extending to a small number of closely related strains (Brown et al., 1978; Einck et al., 1973; Germida &amp; Casida, 1981). Recent work has supported this idea, with phage isolates plaquing on 0-18% of&nbsp; <i>Arthrobacter </i>species apart from the isolation host (Kaliniene et al., 2017; Klyczek et al., 2017). However, prior studies have generally focused on cross-infectivity across bacterial species; very few productive infections are observed at this range, and relationships in cross-infectivity are difficult to determine.</p><p>In these experiments, <a>we determined host range of thirty phages isolated on </a><i><a>A. globiformis </a></i><a>B-2979 against a set of six non-isolation host isolates (“test bacteria”) within ‘</a><i><a>Arthrobacter sensu stricto’</a></i> (Busse, 2016) (Table 1), <a>including two additional strains of </a><i><a>A. globiformis</a></i> (B-2880, B-24025). Twenty-seven phages were isolated in or near Atlanta, Georgia; three external phages (Liebe, Ultraviolet, and TrixiePhattel) were not exceptions to the patterns observed.</p><p>Phages created countable plaques on zero (phage Ultraviolet only), one (n=19), two (n=6), or three (n=5) test bacteria. <a>No plaque formation was observed for any of these phages on either isolate of </a><i><a>A. pascens.</a></i> Most successful infections were against strains of <i>A. globiformis</i> (Fig. 1A). While cross-infection on <i>A. globiformis </i>B-2880 was more common than on B-24025 (Fig. 1A), efficiency of plating (EOP) tended to be higher on B-24025 than on B-2880 (median log<sub>10</sub>EOP for B-24025 = -0.32; median log<sub>10</sub>EOP for B-2880 = -1.31) (Fig. 1B). A second, independent run of the host range assay using a sub-set of phages and hosts indicated that host range data were largely replicable, with most of the variation in <a>phage-host combinations which produced a low EOP</a> (~10<sup>-4</sup> or lower) (Fig. 1B-C).</p><p>EOP was highly variable both within and among phages. Among the minority of phages that infected both test <i>globiformis</i>, the same pattern held as in (1B), with EOP on B-2880 being in general lower than EOP on B-24025 for the same phage (Fig. 1D). However, three phages showed markedly higher EOP on B-2880 than on B-24025, showing that this general trend need not hold for specific cases (Coopy, two replicates, log<sub>10</sub>EOP B-24025 ≈ -2 and B-2880 ≈ -4.5; Liebe, two replicates, log<sub>10</sub>EOP B-4025 ≈ -1 and B-2880 ≈ -6; NovaX7, one replicate, log<sub>10</sub>EOP B-4025 = -0.1 and B-2880 =-4.8). Likewise, one phage is substantially off the line in the opposite direction (PrettyLilBaby, one replicate, log<sub>10</sub>EOP B-2880 = 0.15 and B-24025 = -7.1). Phages successfully infecting <i>A. oryzae </i>B-24478 also infected at least one and often both test <i>globiformis </i>(Fig. 1D)<i>, </i>suggesting generalist tendencies in a subset of phage isolates.</p><p>These results are consistent with previous observations of narrow host range in <i>Arthrobacter </i>phages and are suggestive of modularity and/or nestedness; larger data sets containing phages from multiple target hosts are required to test these ideas. Further, the observed relationship between magnitude and prevalence of EOP on two test <i>globiformis</i> suggests underlying mechanism(s) of cross-susceptibility, with notable departures from the rule that may prove informative. As the current data set is small, and as few of these phages (and none of these hosts) are currently sequenced, it is difficult to hypothesize specific mechanisms. However, the available data indicate that distantly related phages can have similar host ranges (Fig. 1C). For example, the sequenced siphoviral phages Atlantica (temperate, cluster AS3) (Bakayoko et al., 2026; Jackson &amp; Vega, 2025) and TrixiePhattel (virulent, cluster AU6) (Hernandez et al., 2026; Wise &amp; Sivanathan, 2025) show relatively broad host ranges, with plaque formation on both test <i>globiformis </i>as well as on <i>A. oryzae</i>. It is reasonable to hypothesize that some features of relatedness will explain some of the variation in host range, but the relationship(s) between genetic distance, genome content, and host range in these phages remains an open question.</p>","references":[{"reference":"Bakayoko S, Chen J, Chen YC, Jackson VN, Hillman J, Jara D, et al., Vega NM. 2026. Genome Sequence and Characteristics of Cluster AS3 Arthrobacter globiformis Phages Atlantica, Babushka, DanHam62, and Glotell. microPublication Biology","pubmedId":"","doi":"10.17912/micropub.biology.002013"},{"reference":"Beckett SJ, Williams HTP. 2013. Coevolutionary diversification creates nested-modular structure in phage–bacteria interaction networks. Interface Focus. 3: 20130033.","pubmedId":"","doi":"10.1098/rsfs.2013.0033"},{"reference":"Brown DR, Holt JG, Pattee PA. 1978. Isolation and characterization of Arthrobacter bacteriophages and their application to phage typing of soil arthrobacters. Applied and Environmental Microbiology. 35: 185.","pubmedId":"","doi":"10.1128/aem.35.1.185-191.1978"},{"reference":"Busse HJ. 2016. Review of the taxonomy of the genus Arthrobacter, emendation of the genus Arthrobacter sensu lato, proposal to reclassify selected species of the genus Arthrobacter in the novel genera Glutamicibacter gen. nov., Paeniglutamicibacter gen. nov., Pseudoglutamicibacter gen. nov., Paenarthrobacter gen. nov. and Pseudarthrobacter gen. nov., and emended description of Arthrobacter roseus. International Journal of Systematic and Evolutionary Microbiology. 66: 9.","pubmedId":"","doi":"10.1099/ijsem.0.000702"},{"reference":"Einck KH, Pattee PA, Holt JG, Hagedorn C, Miller JA, Berryhill DL. 1973. Isolation and Characterization of a Bacteriophage of Arthrobacter globiformis. Journal of Virology. 12: 1031.","pubmedId":"","doi":"10.1128/jvi.12.5.1031-1033.1973"},{"reference":"Flores CO, Meyer JR, Valverde S, Farr L, Weitz JS. 2011. Statistical structure of host–phage interactions. Proceedings of the National Academy of Sciences. 108: E288.","pubmedId":"","doi":"10.1073/pnas.1101595108"},{"reference":"Flores CO, Valverde S, Weitz JS. 2013. Multi-scale structure and geographic drivers of cross-infection within marine bacteria and phages. The ISME Journal. 7: 520.","pubmedId":"","doi":"10.1038/ismej.2012.135"},{"reference":"Gencay YE, Gambino M, Prussing TF, Brondsted L. 2019. The genera of bacteriophages and their receptors are the major determinants of host range. Environmental Microbiology. 21: 2095.","pubmedId":"","doi":"10.1111/1462-2920.14597"},{"reference":"Germida JJ, Casida LE. 1981. Isolation of Arthrobacter Bacteriophage from Soil. Applied and Environmental Microbiology. 41: 1389.","pubmedId":"","doi":""},{"reference":"Goller PC, Elsener T, Lorge D, Radulovic N, Bernardi V, Naumann A, et al., Gomez Sanz E. 2021. Multi-species host range of staphylococcal phages isolated from wastewater. Nature Communications. 12: 6965.","pubmedId":"","doi":"10.1038/s41467-021-27037-6"},{"reference":"Hernandez CI, Potter TJ, Mumaw LT. 2026. Genome Sequence of Arthrobacter globiformis Bacteriophage TrixiePhattel. microPublication Biology. 2026","pubmedId":"","doi":"10.17912/micropub.biology.001993"},{"reference":"Holtappels D, Alfenas Zerbini P, Koskella B. 2023. Drivers and consequences of bacteriophage host range. FEMS Microbiology Reviews. 47: fuad038.","pubmedId":"","doi":"10.1093/femsre/fuad038"},{"reference":"Jackson V, Vega N. 2025. Successful Lysogen Formation for Cluster AS3 Phage, Atlantica.","pubmedId":"","doi":"10.25334/MF8G-3507"},{"reference":"Jensen EC, Schrader HS, Rieland B, Thompson TL, Lee KW, Nickerson KW, Kokjohn TA. 1998. Prevalence of Broad-Host-Range Lytic Bacteriophages of Sphaerotilus natans, Escherichia coli, and Pseudomonas aeruginosa. Applied and Environmental Microbiology. 64: 575.","pubmedId":"","doi":"10.1128/AEM.64.2.575-580.1998"},{"reference":"Jordan TC, Burnett SH, Carson S, Caruso SM, Clase K, De Jong RJ, et al., Hatfull GF. 2014. A Broadly Implementable Research Course in Phage Discovery and Genomics for First-Year Undergraduate Students. mBio. 5: 10.1128/mbio.01051.","pubmedId":"","doi":"10.1128/mbio.01051-13"},{"reference":"Kaliniene L, Simoliunas E, Truncaite L, Zajanckauskaite A, Nainys J, Kaupinis A, Valius M, Meskys R. 2017. Molecular Analysis of Arthrobacter Myovirus vB_ArtM-ArV1: We Blame It on the Tail. Journal of Virology. 91: 10.1128/jvi.00023.","pubmedId":"","doi":"10.1128/jvi.00023-17"},{"reference":"Kassambara A. 2020. ggpubr: 'ggplot2' Based Publication Ready Plots.","pubmedId":"","doi":""},{"reference":"Klyczek KK, Bonilla JA, Jacobs Sera D, Adair TL, Afram P, Allen KG, et al., Hatfull GF. 2017. Tales of diversity: Genomic and morphological characteristics of forty-six Arthrobacter phages. PLOS ONE. 12: e0180517.","pubmedId":"","doi":"10.1371/journal.pone.0180517"},{"reference":"Malki K, Kula A, Bruder K, Sible E, Hatzopoulos T, Steidel S, Watkins SC, Putonti C. 2015. Bacteriophages isolated from Lake Michigan demonstrate broad host-range across several bacterial phyla. Virology Journal. 12: 164.","pubmedId":"","doi":"10.1186/s12985-015-0395-0"},{"reference":"Wickham H. 2016. ggplot2: Elegant Graphics for Data Analysis.","pubmedId":"","doi":""},{"reference":"Wickham H, Averick M, Bryan J, Chang W, Mc Gowan LDA, Francois R, et al., Yutani H. 2019. Welcome to the tidyverse. Journal of Open Source Software. 4: 1686.","pubmedId":"","doi":"10.21105/joss.01686"},{"reference":"Wilke CO. 2020. cowplot: Streamlined Plot Theme and Plot Annotations for 'ggplot2'.","pubmedId":"","doi":""},{"reference":"Wise B, Sivanathan V. 2025. Unsuccessful Lysogen Formation for Subcluster AU6 Phage, TrixiePhattel.","pubmedId":"","doi":"doi:/10.25334/Q1GY-Y714"},{"reference":"Xie Y, Wahab L, Gill JJ. 2018. Development and Validation of a Microtiter Plate-Based Assay for Determination of Bacteriophage Host Range and Virulence. Viruses. 10: 189.","pubmedId":"","doi":"10.3390/v10040189"},{"reference":"Zorawik M, Jacobs Sera D, Freise A, Reddi K. 2024. Isolation of Bacteriophages on Actinobacteria Hosts. Methods in molecular biology (Clifton, N.J.). 2793","pubmedId":"","doi":"10.1007/978-1-0716-3798-2_17"}],"title":"<p>Host range of 30 novel <i>Arthrobacter globiformis </i>bacteriophages shows modularity and nestedness</p>","reviews":[],"curatorReviews":[{"curator":{"displayName":"FlyBase Curators"},"openAcknowledgement":false,"submitted":null}]},{"id":"7e91ba18-52a5-4d7d-a9d4-f2276b411a2d","decision":"accept","abstract":"<p>The SEA-PHAGES program maintains an extensive archive of student-discovered Actinobacteriophage as a resource for understanding phage diversity. Here, we examine host range of thirty phages isolated on <i>Arthrobacter globiformis </i>B-2979 against additional strains of <i>A. globiformis </i>and against other isolates within ‘<i>Arthrobacter sensu stricto</i>'. Consistent with other reports, host range of these phages was generally narrow. A general relationship between magnitude and prevalence was observed in efficiency of plating on <i>globiformis</i> isolates other than the isolation host, suggesting underlying mechanisms of cross-infectivity.</p>","acknowledgements":"<p>We thank the SEA-PHAGES program and HHMI for materials and support. Microbial strains used in this work were provided by SEA-PHAGES and the USDA-ARS Culture Collection (NRRL). </p>","authors":[{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"yu-chuan.chen@emory.edu","firstName":"Yu-Chuan","lastName":"Chen","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":""},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"emily.chung@emory.edu","firstName":"Emily","lastName":"Chung","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"kristen.dejanes@emory.edu","firstName":"Kristen","lastName":"DeJanes","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"kiri.diaz-asper@emory.edu","firstName":"Kiri","lastName":"Diaz-Asper","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"anna.hayashizaki@emory.edu","firstName":"Anna","lastName":"Hayashizaki","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":[""],"credit":["investigation"],"email":"valerie.jackson@emory.edu","firstName":"Valerie","lastName":"Jackson","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":[""],"credit":["investigation"],"email":"nikhita.lalwani@emory.edu","firstName":"Nikhita","lastName":"Lalwani","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"john.lin@emory.edu","firstName":"John","lastName":"Lin","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"martin.lin@emory.edu","firstName":"Martin","lastName":"Lin","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":""},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"sarah.liu2@emory.edu","firstName":"Sarah","lastName":"Liu","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"taylor.palmore@emory.edu","firstName":"Taylor","lastName":"Palmore","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"rouida.siddiqui@emory.edu","firstName":"Rouida","lastName":"Siddiqui","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"neron.xavier@emory.edu","firstName":"Neron","lastName":"Xavier","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["supervision","validation","investigation","visualization","writing_reviewEditing"],"email":"nic.vega@emory.edu","firstName":"Nic M.","lastName":"Vega","submittingAuthor":true,"correspondingAuthor":true,"equalContribution":false,"WBId":null,"orcid":"0000-0002-9929-6109"}],"awards":[],"conflictsOfInterest":"<p>The authors declare that there are no conflicts of interest present.</p>","dataTable":{"url":null},"extendedData":[],"funding":"<p>Vega was supported by NSF CAREER #2340578 and W. M. Keck Foundation #0000082567.</p>","image":{"url":"https://portal.micropublication.org/uploads/24ec9729c4bcb51054c02d93ae06a611.png"},"imageCaption":"<p>(A) Frequency of plaque formation on test <i>Arthrobacter</i> isolates. Genus of the test host is shown at the top of each panel. Height of each bar indicates the fraction of phage isolates forming any plaques (including LFW) on each host. No plaques or lysis from without (LFW) events were observed on <i>A. pascens </i>(B-1814, B-2884); one phage (IllegallySmol) showed LFW but not countable plaques on <i>A. humicola </i>B-24479. (B) Efficiency of plating (EOP) on test bacteria. Instances of lysis from without (LFW, open triangles) are shown by allowing a count of one plaque for the least dilute spot where any plaquing was observed; these values do not represent exact counts, are excluded from statistical tests, and are shown for comparison only. A sub-set of combinations from the initial assay (run 1, left) were re-tested in an independent experiment (run 2, right) to show repeatability. Host range assessment was repeatable, with higher run to run variation at lower EOPs. (C) Heatmap of log<sub>10</sub>(EOP) by phage isolate x host, in run 1 (left) and run 2 (right). Combinations that did not produce detectable plaque formation are shown in grey. Combinations not performed are shown in white. (D) log<sub>10</sub>(EOP) relationships among non-host bacteria. Each data point represents one phage isolate; combinations of phage and host for which plaques were not observed were given a value of -8 to allow visualization. Black horizontal and vertical lines indicate EOP=1; grey line is 1:1; red dashed lines represent linear fits to log<sub>10</sub>(EOP) data from phages with measurable and reliable EOP (≥10<sup>-4</sup>) on both hosts. Only the relationship between <i>globiformis </i>strains B-2880 and B-24025 had statistical support (log<sub>10</sub>(B-2880 EOP) = 0.7004 * log<sub>10</sub>(B-24025 EOP) – 0.9371, adjusted R<sup>2</sup> = 0.76, F test p=1.43*10<sup>-4</sup>, df=10). All phage stocks had estimated titers ≥10<sup>9</sup> PFU/mL on isolation host B-2979, except Coopy at 8e<sup>8 </sup>and IllegallySmol at 9e<sup>8</sup>. Two phage stocks isolated from the same sample were subsequently identified as being the same phage (Atlantica) based on detection PCR, and these data sets were combined.</p>","imageTitle":"<p>Host range of 30 phages isolated on <i>A. globiformis </i>B-2979. </p>","methods":"<p><i>Media and buffers. </i>LB broth (per L: 10 g peptone, 5 g yeast extract, 5 g NaCl) was used for growth of bacteria. Modified PYCa growth medium (per L: 1g yeast extract, 15 g peptone, 4.5 mM CaCl<sub>2</sub>, 10 mM MgSO<sub>4</sub>, 0.1% dextrose)<i> </i>was used as broth, base agar (1.5%) and top agar (0.3%), with cycloheximide (10 µg/mL) to inhibit fungal growth. Phage buffer (10 mM Tris pH 7.5, 10 mM MgSO<sub>4</sub>, 68 mM NaCl, 1 mM CaCl<sub>2</sub>, 10% glycerol) was used for suspensions and serial dilutions (Zorawik et al., 2024).</p><p><i>Bacterial culture</i>. Bacterial cultures were created by scraping single colonies from plates to inoculate 2 mL LB growth medium, which was grown for 48h at 25°C with shaking at 200 RPM. Stationary phase cultures were diluted 1:1000 into PYCa and grown overnight under the same conditions to acclimate to the medium, then re-inoculated 1:25 into PYCa and returned to incubation for 4-6h to create log-phase cultures.</p><p><i>Phage isolation. </i>Phages were isolated as part of the Science Education Alliance-Phage Hunters Advancing Genomics and Evolutionary Science (SEA-PHAGES) program (Jordan et al., 2014) using common procedures (Zorawik et al., 2024). All phages were isolated with target host <i>Arthrobacter globiformis </i>B-2979 and plating medium PYCa. Phages isolated at Emory used an incubation temperature of 30°C in 2023-2024 and 22°C in 2025. Briefly, 15 mL PYCa was added to 15 mL of soil in a 50 mL conical tube, then incubated with shaking at 200 RPM for ~4 hours. Soil particles and debris were removed through centrifugation (2000xg for 10 min) and filtration of supernatant (0.22 µm pore size). Filtrate was mixed 1:1 with top agar + 100 µL B-2979 for direct plating, and the remaining volume was enriched with 1:500 v/v B-2979 and allowed to incubate for 48h with shaking. The enriched culture was centrifuged to pellet bacteria, and the filtered supernatant (0.22 µm) was used for spot and/or full double layer plates with top agar enriched with 20-100 µL of B-2979. Phages were purified through 2-4 rounds of plaque picking and re-plating to obtain homogeneous stocks.</p><p><i>Host range. </i>Host range assays were carried out using common procedures (Zorawik et al., 2024). Briefly, double layer plates were created with 50-100 µL of each log-phase bacterial culture, 1 mL of phage buffer (10% glycerol), and 3 mL of top agar and allowed to completely solidify before plating 3 µL spots of 10-fold serially diluted phage. Plates were incubated at 30°C for 24-48h before counting. Efficiency of plating (EOP) was calculated as [PFU on test bacteria]/[PFU on B-2979]. Lysis from without (LFW) was recorded when confluent spots but not single plaques were observed.</p><p><i>Data analysis</i>. Data from all users and runs was combined for analysis in R (v4.4.0), using data handling functionality from <i>tidyverse </i>v2.0.0 (<i>stringr </i>v1.5.1, <i>dplyr </i>v1.1.4) (Wickham et al., 2019) and plotting with <i>ggplot </i>v3.5.1,<i> ggpubr </i>v0.6.0, <i>cowplot </i>v1.1.3,<i> </i>and <i>patchwork </i>v1.2.0 (Kassambara, 2020; Wickham, 2016; Wilke, 2020). Statistical functions <i>lm() </i>and <i>wilcox.test()</i> were provided by package <i>stats</i> in base R. Data and code are available at <a href=\"https://github.com/veganm/ArthrobacterPhageHostRange\">https://github.com/veganm/ArthrobacterPhageHostRange</a></p>","reagents":"<p><i>Bacterial isolates</i></p><table><tbody><tr><td><p><b>Strain</b></p></td><td><p><b>Genotype</b></p></td><td><p><b>Available from</b></p></td></tr><tr><td><p>B-2979</p></td><td><p><i>Arthrobacter globiformis</i> (target host)</p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-1814</p></td><td><p><i>Arthrobacter pascens</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-2880</p></td><td><p><i>Arthrobacter globiformis</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-2884</p></td><td><p><i>Arthrobacter pascens</i></p></td><td><p>USDA NRRL</p></td></tr><tr><td><p>B-24025</p></td><td><p><i>Arthrobacter globiformis</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-24478</p></td><td><p><i>Arthrobacter oryzae</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-24479</p></td><td><p><i>Arthrobacter humicola</i></p></td><td><p>USDA NRRL</p></td></tr></tbody></table><p><i>Phage isolates</i></p><table><tbody><tr><td><p><b>Date</b></p></td><td><p><b>Institution</b></p></td><td><p><b>PhagesDB Name</b></p></td><td><p><b>Cluster</b></p></td><td><p><b>Latitude</b></p></td><td><p><b>Longitude</b></p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Coopy</p></td><td><p>Not Sequenced</p></td><td><p>33.795761</p></td><td><p>-84.320096</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>BlackJade</p></td><td><p>FL</p></td><td><p>33.795761</p></td><td><p>-84.320096</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>MossAgate</p></td><td><p>Not Sequenced</p></td><td><p>33.79158</p></td><td><p>-84.31657</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Staurolite</p></td><td><p>Not Sequenced</p></td><td><p>33.7969051</p></td><td><p>-84.3178155</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>ShrimpNGrits</p></td><td><p>Not Sequenced</p></td><td><p>33.7957465</p></td><td><p>-84.3203161</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>ButteryBiscuit</p></td><td><p>Not Sequenced</p></td><td><p>33.7957465</p></td><td><p>-84.3203161</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Chabazite</p></td><td><p>Not Sequenced</p></td><td><p>33.795831</p></td><td><p>-84.320273</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Dumortierite</p></td><td><p>Not Sequenced</p></td><td><p>33.795937</p></td><td><p>-84.321014</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Demasiado</p></td><td><p>Not Sequenced</p></td><td><p>33.795937</p></td><td><p>-84.321014</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Volarius</p></td><td><p>Not Sequenced</p></td><td><p>33.794812</p></td><td><p>-84.327572</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>PinkBalloon</p></td><td><p>Not Sequenced</p></td><td><p>33.791944</p></td><td><p>-84.328611</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>IllegallySmol</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>LoreleiDooley</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>FireStar</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Clytemnestra</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Aporia</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>BananaPudding</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Panchaali</p></td><td><p>FC</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Atlantica</p></td><td><p>AS3</p></td><td><p>33.796720</p></td><td><p>-84.323940</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>EpicSnackTime</p></td><td><p>Not Sequenced</p></td><td><p>33.796720</p></td><td><p>-84.323940</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>CherokeeRose</p></td><td><p>Not Sequenced</p></td><td><p>33.796720</p></td><td><p>-84.323940</p></td></tr><tr><td><p>2017</p></td><td><p>University of Pittsburg</p></td><td><p>Liebe</p></td><td><p>AZ2</p></td><td><p>40.4415</p></td><td><p>-79.9503</p></td></tr><tr><td><p>2024</p></td><td><p>HHMI</p></td><td><p>TrixiePhattel</p></td><td><p>AU6</p></td><td><p>34.432769</p></td><td><p>-112.415035</p></td></tr><tr><td><p>2024</p></td><td><p>NCSU</p></td><td><p>Ultraviolet</p></td><td><p>Not Sequenced</p></td><td><p>39.203739</p></td><td><p>-76.684837</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>BuldakRamen</p></td><td><p>Not Sequenced</p></td><td><p>33.47311</p></td><td><p>- 84.19250</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>EagleRow</p></td><td><p>Not Sequenced</p></td><td><p>33.79582</p></td><td><p>-84.32135</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>Elena12</p></td><td><p>Not Sequenced</p></td><td><p>33.79589</p></td><td><p>-84.32736</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>Hengyu</p></td><td><p>Not Sequenced</p></td><td><p>33.79061</p></td><td><p>-84.32791</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>NovaX7</p></td><td><p>Not Sequenced</p></td><td><p>33.79095</p></td><td><p>-84.30056</p></td></tr></tbody></table>","patternDescription":"<p>Host range is an important aspect of phage ecology. Many isolated phages infect few hosts outside the type used for isolation, at least in part due to over-representation of narrow host range phages by conventional isolation methods (Jensen et al., 1998). Even so, phage-host specificity varies across host clades and across phages isolated on a given host (Gencay et al., 2019; Xie et al., 2018), and very broad host ranges are possible (Malki et al., 2015). “Modularity” is common, where sets of phage isolates infect shared sets of hosts, with few productive interactions outside that range (Beckett &amp; Williams, 2013; Flores et al., 2013; Göller et al., 2021; Holtappels et al., 2023), as is nestedness, where progressively more specialized phage infect progressively less permissive hosts (Flores et al., 2011).</p><p>The SEA-PHAGES program (Jordan et al., 2014) has generated new insights into phage diversity. Hosts from the genus <i>Arthrobacter</i> have been added to the program in recent years; most of the phages infecting this genus were isolated on one of four isolates of <i>Arthrobacter globiformis</i> (1711 of 2640 <i>Arthrobacter </i>phages archived; 353 of 635 sequenced). Host range of <i>Arthrobacter </i>phages is generally narrow, often limited to the isolating host and sometimes extending to a small number of closely related strains (Brown et al., 1978; Einck et al., 1973; Germida &amp; Casida, 1981). Recent work has supported this idea, with phage isolates plaquing on 0-18% of  <i>Arthrobacter </i>species apart from the isolation host (Kaliniene et al., 2017; Klyczek et al., 2017). However, prior studies have generally focused on cross-infectivity across bacterial species; very few productive infections are observed at this range, and relationships in cross-infectivity are difficult to determine.</p><p>In these experiments, we determined host range of thirty phages isolated on <i>A. globiformis </i>B-2979 against a set of six non-isolation host isolates (“test bacteria”) within ‘<i>Arthrobacter sensu stricto'</i> (Busse, 2016) (Table 1), including two additional strains of <i>A. globiformis</i> (B-2880, B-24025). Twenty-seven phages were isolated in or near Atlanta, Georgia; three external phages (Liebe, Ultraviolet, and TrixiePhattel) were not exceptions to the patterns observed.</p><p>Phages created countable plaques on zero (phage Ultraviolet only), one (n=19), two (n=6), or three (n=5) test bacteria. No plaque formation was observed for any of these phages on either isolate of <i>A. pascens.</i> Most successful infections were against strains of <i>A. globiformis</i> (Fig. 1A). While cross-infection on <i>A. globiformis </i>B-2880 was more common than on B-24025 (Fig. 1A), efficiency of plating (EOP) tended to be higher on B-24025 than on B-2880 (median log<sub>10</sub>EOP for B-24025 = -0.32; median log<sub>10</sub>EOP for B-2880 = -1.31) (Fig. 1B). A second, independent run of the host range assay using a sub-set of phages and hosts indicated that host range data were largely replicable, with most of the variation in phage-host combinations which produced a low EOP (~10<sup>-4</sup> or lower) (Fig. 1B-C).</p><p>EOP was highly variable both within and among phages. Among the minority of phages that infected both test <i>globiformis</i>, the same pattern held as in (1B), with EOP on B-2880 being in general lower than EOP on B-24025 for the same phage (Fig. 1D). However, three phages showed markedly higher EOP on B-2880 than on B-24025, showing that this general trend need not hold for specific cases (Coopy, two replicates, log<sub>10</sub>EOP B-24025 ≈ -2 and B-2880 ≈ -4.5; Liebe, two replicates, log<sub>10</sub>EOP B-4025 ≈ -1 and B-2880 ≈ -6; NovaX7, one replicate, log<sub>10</sub>EOP B-4025 = -0.1 and B-2880 =-4.8). Likewise, one phage is substantially off the line in the opposite direction (PrettyLilBaby, one replicate, log<sub>10</sub>EOP B-2880 = 0.15 and B-24025 = -7.1). Phages successfully infecting <i>A. oryzae </i>B-24478 also infected at least one and often both test <i>globiformis </i>(Fig. 1D)<i>, </i>suggesting generalist tendencies in a subset of phage isolates.</p><p>These results are consistent with previous observations of narrow host range in <i>Arthrobacter </i>phages and are suggestive of modularity and/or nestedness; larger data sets containing phages from multiple target hosts are required to test these ideas. Further, the observed relationship between magnitude and prevalence of EOP on two test <i>globiformis</i> suggests underlying mechanism(s) of cross-susceptibility, with notable departures from the rule that may prove informative. As the current data set is small, and as few of these phages (and none of these hosts) are currently sequenced, it is difficult to hypothesize specific mechanisms. However, the available data indicate that distantly related phages can have similar host ranges (Fig. 1C). For example, the sequenced siphoviral phages Atlantica (temperate, cluster AS3) (Bakayoko et al., 2026; Jackson &amp; Vega, 2025) and TrixiePhattel (virulent, cluster AU6) (Hernandez et al., 2026; Wise &amp; Sivanathan, 2025) show relatively broad host ranges, with plaque formation on both test <i>globiformis </i>as well as on <i>A. oryzae</i>. It is reasonable to hypothesize that some features of relatedness will explain some of the variation in host range, but the relationship(s) between genetic distance, genome content, and host range in these phages remains an open question.</p>","references":[{"reference":"Bakayoko S, Chen J, Chen YC, Jackson VN, Hillman J, Jara D, et al., Vega NM. 2026. Genome Sequence and Characteristics of Cluster AS3 Arthrobacter globiformis Phages Atlantica, Babushka, DanHam62, and Glotell. microPublication Biology","pubmedId":"","doi":"10.17912/micropub.biology.002013"},{"reference":"Beckett SJ, Williams HTP. 2013. Coevolutionary diversification creates nested-modular structure in phage–bacteria interaction networks. Interface Focus. 3: 20130033.","pubmedId":"","doi":"10.1098/rsfs.2013.0033"},{"reference":"Brown DR, Holt JG, Pattee PA. 1978. Isolation and characterization of Arthrobacter bacteriophages and their application to phage typing of soil arthrobacters. Applied and Environmental Microbiology. 35: 185.","pubmedId":"","doi":"10.1128/aem.35.1.185-191.1978"},{"reference":"Busse HJ. 2016. Review of the taxonomy of the genus Arthrobacter, emendation of the genus Arthrobacter sensu lato, proposal to reclassify selected species of the genus Arthrobacter in the novel genera Glutamicibacter gen. nov., Paeniglutamicibacter gen. nov., Pseudoglutamicibacter gen. nov., Paenarthrobacter gen. nov. and Pseudarthrobacter gen. nov., and emended description of Arthrobacter roseus. International Journal of Systematic and Evolutionary Microbiology. 66: 9.","pubmedId":"","doi":"10.1099/ijsem.0.000702"},{"reference":"Einck KH, Pattee PA, Holt JG, Hagedorn C, Miller JA, Berryhill DL. 1973. Isolation and Characterization of a Bacteriophage of Arthrobacter globiformis. Journal of Virology. 12: 1031.","pubmedId":"","doi":"10.1128/jvi.12.5.1031-1033.1973"},{"reference":"Flores CO, Meyer JR, Valverde S, Farr L, Weitz JS. 2011. Statistical structure of host–phage interactions. Proceedings of the National Academy of Sciences. 108: E288.","pubmedId":"","doi":"10.1073/pnas.1101595108"},{"reference":"Flores CO, Valverde S, Weitz JS. 2013. Multi-scale structure and geographic drivers of cross-infection within marine bacteria and phages. The ISME Journal. 7: 520.","pubmedId":"","doi":"10.1038/ismej.2012.135"},{"reference":"Gencay YE, Gambino M, Prussing TF, Brondsted L. 2019. The genera of bacteriophages and their receptors are the major determinants of host range. Environmental Microbiology. 21: 2095.","pubmedId":"","doi":"10.1111/1462-2920.14597"},{"reference":"Germida JJ, Casida LE. 1981. Isolation of Arthrobacter Bacteriophage from Soil. Applied and Environmental Microbiology. 41: 1389.","pubmedId":"","doi":""},{"reference":"Goller PC, Elsener T, Lorge D, Radulovic N, Bernardi V, Naumann A, et al., Gomez Sanz E. 2021. Multi-species host range of staphylococcal phages isolated from wastewater. Nature Communications. 12: 6965.","pubmedId":"","doi":"10.1038/s41467-021-27037-6"},{"reference":"Hernandez CI, Potter TJ, Mumaw LT. 2026. Genome Sequence of Arthrobacter globiformis Bacteriophage TrixiePhattel. microPublication Biology. 2026","pubmedId":"","doi":"10.17912/micropub.biology.001993"},{"reference":"Holtappels D, Alfenas Zerbini P, Koskella B. 2023. Drivers and consequences of bacteriophage host range. FEMS Microbiology Reviews. 47: fuad038.","pubmedId":"","doi":"10.1093/femsre/fuad038"},{"reference":"Jackson V, Vega N. 2025. Successful Lysogen Formation for Cluster AS3 Phage, Atlantica.","pubmedId":"","doi":"10.25334/MF8G-3507"},{"reference":"Jensen EC, Schrader HS, Rieland B, Thompson TL, Lee KW, Nickerson KW, Kokjohn TA. 1998. Prevalence of Broad-Host-Range Lytic Bacteriophages of Sphaerotilus natans, Escherichia coli, and Pseudomonas aeruginosa. Applied and Environmental Microbiology. 64: 575.","pubmedId":"","doi":"10.1128/AEM.64.2.575-580.1998"},{"reference":"Jordan TC, Burnett SH, Carson S, Caruso SM, Clase K, De Jong RJ, et al., Hatfull GF. 2014. A Broadly Implementable Research Course in Phage Discovery and Genomics for First-Year Undergraduate Students. mBio. 5: 10.1128/mbio.01051.","pubmedId":"","doi":"10.1128/mbio.01051-13"},{"reference":"Kaliniene L, Simoliunas E, Truncaite L, Zajanckauskaite A, Nainys J, Kaupinis A, Valius M, Meskys R. 2017. Molecular Analysis of Arthrobacter Myovirus vB_ArtM-ArV1: We Blame It on the Tail. Journal of Virology. 91: 10.1128/jvi.00023.","pubmedId":"","doi":"10.1128/jvi.00023-17"},{"reference":"Kassambara A. 2020. ggpubr: 'ggplot2' Based Publication Ready Plots.","pubmedId":"","doi":""},{"reference":"Klyczek KK, Bonilla JA, Jacobs Sera D, Adair TL, Afram P, Allen KG, et al., Hatfull GF. 2017. Tales of diversity: Genomic and morphological characteristics of forty-six Arthrobacter phages. PLOS ONE. 12: e0180517.","pubmedId":"","doi":"10.1371/journal.pone.0180517"},{"reference":"Malki K, Kula A, Bruder K, Sible E, Hatzopoulos T, Steidel S, Watkins SC, Putonti C. 2015. Bacteriophages isolated from Lake Michigan demonstrate broad host-range across several bacterial phyla. Virology Journal. 12: 164.","pubmedId":"","doi":"10.1186/s12985-015-0395-0"},{"reference":"Wickham H. 2016. ggplot2: Elegant Graphics for Data Analysis.","pubmedId":"","doi":""},{"reference":"Wickham H, Averick M, Bryan J, Chang W, Mc Gowan LDA, Francois R, et al., Yutani H. 2019. Welcome to the tidyverse. Journal of Open Source Software. 4: 1686.","pubmedId":"","doi":"10.21105/joss.01686"},{"reference":"Wilke CO. 2020. cowplot: Streamlined Plot Theme and Plot Annotations for 'ggplot2'.","pubmedId":"","doi":""},{"reference":"Wise B, Sivanathan V. 2025. Unsuccessful Lysogen Formation for Subcluster AU6 Phage, TrixiePhattel.","pubmedId":"","doi":"doi:/10.25334/Q1GY-Y714"},{"reference":"Xie Y, Wahab L, Gill JJ. 2018. Development and Validation of a Microtiter Plate-Based Assay for Determination of Bacteriophage Host Range and Virulence. Viruses. 10: 189.","pubmedId":"","doi":"10.3390/v10040189"},{"reference":"Zorawik M, Jacobs Sera D, Freise A, Reddi K. 2024. Isolation of Bacteriophages on Actinobacteria Hosts. Methods in molecular biology (Clifton, N.J.). 2793","pubmedId":"","doi":"10.1007/978-1-0716-3798-2_17"}],"title":"<p>Host range of 30 novel <i>Arthrobacter globiformis </i>bacteriophages shows modularity and nestedness</p>","reviews":[],"curatorReviews":[{"curator":{"displayName":"Karen Yook (Ed)"},"openAcknowledgement":false,"submitted":null},{"curator":{"displayName":"FlyBase Curators"},"openAcknowledgement":false,"submitted":null}]},{"id":"4744ee76-fdac-4e65-bdf0-b3f457658cc3","decision":"publish","abstract":"<p>The SEA-PHAGES program maintains an extensive archive of student-discovered Actinobacteriophage as a resource for understanding phage diversity. Here, we examine host range of thirty phages isolated on <i>Arthrobacter globiformis </i>B-2979 against additional strains of <i>A. globiformis </i>and against other isolates within ‘<i>Arthrobacter sensu stricto</i>'. Consistent with other reports, host range of these phages was generally narrow. A general relationship between magnitude and prevalence was observed in efficiency of plating on <i>globiformis</i> isolates other than the isolation host, suggesting underlying mechanisms of cross-infectivity.</p>","acknowledgements":"<p>We thank the SEA-PHAGES program and HHMI for materials and support. Microbial strains used in this work were provided by SEA-PHAGES and the USDA-ARS Culture Collection (NRRL). </p>","authors":[{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"yu-chuan.chen@emory.edu","firstName":"Yu-Chuan","lastName":"Chen","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":""},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"emily.chung@emory.edu","firstName":"Emily","lastName":"Chung","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"kristen.dejanes@emory.edu","firstName":"Kristen","lastName":"DeJanes","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"kiri.diaz-asper@emory.edu","firstName":"Kiri","lastName":"Diaz-Asper","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"anna.hayashizaki@emory.edu","firstName":"Anna","lastName":"Hayashizaki","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"valerie.jackson@emory.edu","firstName":"Valerie","lastName":"Jackson","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"nikhita.lalwani@emory.edu","firstName":"Nikhita","lastName":"Lalwani","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"john.lin@emory.edu","firstName":"John","lastName":"Lin","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"martin.lin@emory.edu","firstName":"Martin","lastName":"Lin","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":""},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"sarah.liu2@emory.edu","firstName":"Sarah","lastName":"Liu","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"taylor.palmore@emory.edu","firstName":"Taylor","lastName":"Palmore","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"rouida.siddiqui@emory.edu","firstName":"Rouida","lastName":"Siddiqui","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States"],"departments":["Department of Biology"],"credit":["investigation"],"email":"neron.xavier@emory.edu","firstName":"Neron","lastName":"Xavier","submittingAuthor":false,"correspondingAuthor":false,"equalContribution":true,"WBId":null,"orcid":null},{"affiliations":["Emory University, Atlanta, GA, United States","Emory University, Atlanta, GA, United States"],"departments":["Department of Biology","Department of Physics"],"credit":["supervision","validation","investigation","visualization","writing_reviewEditing"],"email":"nic.vega@emory.edu","firstName":"Nic M.","lastName":"Vega","submittingAuthor":true,"correspondingAuthor":true,"equalContribution":false,"WBId":null,"orcid":"0000-0002-9929-6109"}],"awards":[],"conflictsOfInterest":"<p>The authors declare that there are no conflicts of interest present.</p>","dataTable":{"url":null},"extendedData":[],"funding":"<p>Vega was supported by NSF CAREER #2340578 and W. M. Keck Foundation #0000082567.</p>","image":{"url":"https://portal.micropublication.org/uploads/24ec9729c4bcb51054c02d93ae06a611.png"},"imageCaption":"<p>(A) Frequency of plaque formation on test <i>Arthrobacter</i> isolates. Genus of the test host is shown at the top of each panel. Height of each bar indicates the fraction of phage isolates forming any plaques (including LFW) on each host. No plaques or lysis from without (LFW) events were observed on <i>A. pascens </i>(B-1814, B-2884); one phage (IllegallySmol) showed LFW but not countable plaques on <i>A. humicola </i>B-24479. (B) Efficiency of plating (EOP) on test bacteria. Instances of lysis from without (LFW, open triangles) are shown by allowing a count of one plaque for the least dilute spot where any plaquing was observed; these values do not represent exact counts, are excluded from statistical tests, and are shown for comparison only. A sub-set of combinations from the initial assay (run 1, left) were re-tested in an independent experiment (run 2, right) to show repeatability. Host range assessment was repeatable, with higher run to run variation at lower EOPs. (C) Heatmap of log<sub>10</sub>(EOP) by phage isolate x host, in run 1 (left) and run 2 (right). Combinations that did not produce detectable plaque formation are shown in grey. Combinations not performed are shown in white. (D) log<sub>10</sub>(EOP) relationships among non-host bacteria. Each data point represents one phage isolate; combinations of phage and host for which plaques were not observed were given a value of -8 to allow visualization. Black horizontal and vertical lines indicate EOP=1; grey line is 1:1; red dashed lines represent linear fits to log<sub>10</sub>(EOP) data from phages with measurable and reliable EOP (≥10<sup>-4</sup>) on both hosts. Only the relationship between <i>globiformis </i>strains B-2880 and B-24025 had statistical support (log<sub>10</sub>(B-2880 EOP) = 0.7004 * log<sub>10</sub>(B-24025 EOP) – 0.9371, adjusted R<sup>2</sup> = 0.76, F test p=1.43*10<sup>-4</sup>, df=10). All phage stocks had estimated titers ≥10<sup>9</sup> PFU/mL on isolation host B-2979, except Coopy at 8e<sup>8 </sup>and IllegallySmol at 9e<sup>8</sup>. Two phage stocks isolated from the same sample were subsequently identified as being the same phage (Atlantica) based on detection PCR, and these data sets were combined.</p>","imageTitle":"<p>Host range of 30 phages isolated on <i>A. globiformis </i>B-2979</p>","methods":"<p><i>Media and buffers. </i>LB broth (per L: 10 g peptone, 5 g yeast extract, 5 g NaCl) was used for growth of bacteria. Modified PYCa growth medium (per L: 1g yeast extract, 15 g peptone, 4.5 mM CaCl<sub>2</sub>, 10 mM MgSO<sub>4</sub>, 0.1% dextrose)<i> </i>was used as broth, base agar (1.5%) and top agar (0.3%), with cycloheximide (10 µg/mL) to inhibit fungal growth. Phage buffer (10 mM Tris pH 7.5, 10 mM MgSO<sub>4</sub>, 68 mM NaCl, 1 mM CaCl<sub>2</sub>, 10% glycerol) was used for suspensions and serial dilutions (Zorawik et al., 2024).</p><p><i>Bacterial culture</i>. Bacterial cultures were created by scraping single colonies from plates to inoculate 2 mL LB growth medium, which was grown for 48h at 25°C with shaking at 200 RPM. Stationary phase cultures were diluted 1:1000 into PYCa and grown overnight under the same conditions to acclimate to the medium, then re-inoculated 1:25 into PYCa and returned to incubation for 4-6h to create log-phase cultures.</p><p><i>Phage isolation. </i>Phages were isolated as part of the Science Education Alliance-Phage Hunters Advancing Genomics and Evolutionary Science (SEA-PHAGES) program (Jordan et al., 2014) using common procedures (Zorawik et al., 2024). All phages were isolated with target host <i>Arthrobacter globiformis </i>B-2979 and plating medium PYCa. Phages isolated at Emory used an incubation temperature of 30°C in 2023-2024 and 22°C in 2025. Briefly, 15 mL PYCa was added to 15 mL of soil in a 50 mL conical tube, then incubated with shaking at 200 RPM for ~4 hours. Soil particles and debris were removed through centrifugation (2000xg for 10 min) and filtration of supernatant (0.22 µm pore size). Filtrate was mixed 1:1 with top agar + 100 µL B-2979 for direct plating, and the remaining volume was enriched with 1:500 v/v B-2979 and allowed to incubate for 48h with shaking. The enriched culture was centrifuged to pellet bacteria, and the filtered supernatant (0.22 µm) was used for spot and/or full double layer plates with top agar enriched with 20-100 µL of B-2979. Phages were purified through 2-4 rounds of plaque picking and re-plating to obtain homogeneous stocks.</p><p><i>Host range. </i>Host range assays were carried out using common procedures (Zorawik et al., 2024). Briefly, double layer plates were created with 50-100 µL of each log-phase bacterial culture, 1 mL of phage buffer (10% glycerol), and 3 mL of top agar and allowed to completely solidify before plating 3 µL spots of 10-fold serially diluted phage. Plates were incubated at 25-30°C for 24-48h before counting. Efficiency of plating (EOP) was calculated as [PFU on test bacteria]/[PFU on B-2979]. Lysis from without (LFW) was recorded when confluent spots but not single plaques were observed.</p><p><i>Data analysis</i>. Data from all users and runs was combined for analysis in R (v4.4.0), using data handling functionality from <i>tidyverse </i>v2.0.0 (<i>stringr </i>v1.5.1, <i>dplyr </i>v1.1.4) (Wickham et al., 2019) and plotting with <i>ggplot </i>v3.5.1,<i> ggpubr </i>v0.6.0, <i>cowplot </i>v1.1.3,<i> </i>and <i>patchwork </i>v1.2.0 (Kassambara, 2020; Wickham, 2016; Wilke, 2020). Statistical functions <i>lm() </i>and <i>wilcox.test()</i> were provided by package <i>stats</i> in base R. Data and code are available at <a href=\"https://github.com/veganm/ArthrobacterPhageHostRange\">https://github.com/veganm/ArthrobacterPhageHostRange</a></p>","reagents":"<p><i>Bacterial isolates</i></p><table><tbody><tr><td><p><b>Strain</b></p></td><td><p><b>Genotype</b></p></td><td><p><b>Available from</b></p></td></tr><tr><td><p>B-2979</p></td><td><p><i>Arthrobacter globiformis</i> (target host)</p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-1814</p></td><td><p><i>Arthrobacter pascens</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-2880</p></td><td><p><i>Arthrobacter globiformis</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-2884</p></td><td><p><i>Arthrobacter pascens</i></p></td><td><p>USDA NRRL</p></td></tr><tr><td><p>B-24025</p></td><td><p><i>Arthrobacter globiformis</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-24478</p></td><td><p><i>Arthrobacter oryzae</i></p></td><td><p>USDA NRRL; SEA-PHAGES</p></td></tr><tr><td><p>B-24479</p></td><td><p><i>Arthrobacter humicola</i></p></td><td><p>USDA NRRL</p></td></tr></tbody></table><p><i>Phage isolates</i></p><table><tbody><tr><td><p><b>Date</b></p></td><td><p><b>Institution</b></p></td><td><p><b>PhagesDB Name</b></p></td><td><p><b>Cluster</b></p></td><td><p><b>Latitude</b></p></td><td><p><b>Longitude</b></p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Coopy</p></td><td><p>Not Sequenced</p></td><td><p>33.795761</p></td><td><p>-84.320096</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>BlackJade</p></td><td><p>FL</p></td><td><p>33.795761</p></td><td><p>-84.320096</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>MossAgate</p></td><td><p>Not Sequenced</p></td><td><p>33.79158</p></td><td><p>-84.31657</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Staurolite</p></td><td><p>Not Sequenced</p></td><td><p>33.7969051</p></td><td><p>-84.3178155</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>ShrimpNGrits</p></td><td><p>Not Sequenced</p></td><td><p>33.7957465</p></td><td><p>-84.3203161</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>ButteryBiscuit</p></td><td><p>Not Sequenced</p></td><td><p>33.7957465</p></td><td><p>-84.3203161</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Chabazite</p></td><td><p>Not Sequenced</p></td><td><p>33.795831</p></td><td><p>-84.320273</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Dumortierite</p></td><td><p>Not Sequenced</p></td><td><p>33.795937</p></td><td><p>-84.321014</p></td></tr><tr><td><p>2023</p></td><td><p>Emory</p></td><td><p>Demasiado</p></td><td><p>Not Sequenced</p></td><td><p>33.795937</p></td><td><p>-84.321014</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Volarius</p></td><td><p>Not Sequenced</p></td><td><p>33.794812</p></td><td><p>-84.327572</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>PinkBalloon</p></td><td><p>Not Sequenced</p></td><td><p>33.791944</p></td><td><p>-84.328611</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>IllegallySmol</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>LoreleiDooley</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>FireStar</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Clytemnestra</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Aporia</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>BananaPudding</p></td><td><p>Not Sequenced</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Panchaali</p></td><td><p>FC</p></td><td><p>33.796000</p></td><td><p>-84.321180</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>Atlantica</p></td><td><p>AS3</p></td><td><p>33.796720</p></td><td><p>-84.323940</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>EpicSnackTime</p></td><td><p>Not Sequenced</p></td><td><p>33.796720</p></td><td><p>-84.323940</p></td></tr><tr><td><p>2024</p></td><td><p>Emory</p></td><td><p>CherokeeRose</p></td><td><p>Not Sequenced</p></td><td><p>33.796720</p></td><td><p>-84.323940</p></td></tr><tr><td><p>2017</p></td><td><p>University of Pittsburg</p></td><td><p>Liebe</p></td><td><p>AZ2</p></td><td><p>40.4415</p></td><td><p>-79.9503</p></td></tr><tr><td><p>2024</p></td><td><p>HHMI</p></td><td><p>TrixiePhattel</p></td><td><p>AU6</p></td><td><p>34.432769</p></td><td><p>-112.415035</p></td></tr><tr><td><p>2024</p></td><td><p>NCSU</p></td><td><p>Ultraviolet</p></td><td><p>Not Sequenced</p></td><td><p>39.203739</p></td><td><p>-76.684837</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>BuldakRamen</p></td><td><p>Not Sequenced</p></td><td><p>33.47311</p></td><td><p>- 84.19250</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>EagleRow</p></td><td><p>Not Sequenced</p></td><td><p>33.79582</p></td><td><p>-84.32135</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>Elena12</p></td><td><p>Not Sequenced</p></td><td><p>33.79589</p></td><td><p>-84.32736</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>Hengyu</p></td><td><p>Not Sequenced</p></td><td><p>33.79061</p></td><td><p>-84.32791</p></td></tr><tr><td><p>2025</p></td><td><p>Emory</p></td><td><p>NovaX7</p></td><td><p>Not Sequenced</p></td><td><p>33.79095</p></td><td><p>-84.30056</p></td></tr></tbody></table>","patternDescription":"<p>Host range is an important aspect of phage ecology. Many isolated phages infect few hosts outside the type used for isolation, at least in part due to over-representation of narrow host range phages by conventional isolation methods (Jensen et al., 1998). Even so, phage-host specificity varies across host clades and across phages isolated on a given host (Gencay et al., 2019; Xie et al., 2018), and very broad host ranges are possible (Malki et al., 2015). “Modularity” is common, where sets of phage isolates infect shared sets of hosts, with few productive interactions outside that range (Beckett &amp; Williams, 2013; Flores et al., 2013; Göller et al., 2021; Holtappels et al., 2023), as is nestedness, where progressively more specialized phage infect progressively less permissive hosts (Flores et al., 2011).</p><p>The SEA-PHAGES program (Jordan et al., 2014) has generated new insights into phage diversity. Hosts from the genus <i>Arthrobacter</i> have been added to the program in recent years; most of the phages infecting this genus were isolated on one of four isolates of <i>Arthrobacter globiformis</i> (1711 of 2640 <i>Arthrobacter </i>phages archived; 353 of 635 sequenced). Host range of <i>Arthrobacter </i>phages is generally narrow, often limited to the isolating host and sometimes extending to a small number of closely related strains (Brown et al., 1978; Einck et al., 1973; Germida &amp; Casida, 1981). Recent work has supported this idea, with phage isolates plaquing on 0-18% of  <i>Arthrobacter </i>species apart from the isolation host (Kaliniene et al., 2017; Klyczek et al., 2017). However, prior studies have generally focused on cross-infectivity across bacterial species; very few productive infections are observed at this range, and relationships in cross-infectivity are difficult to determine.</p><p>In these experiments, we determined host range of thirty phages isolated on <i>A. globiformis </i>B-2979 against a set of six non-isolation host isolates (“test bacteria”) within ‘<i>Arthrobacter sensu stricto'</i> (Busse, 2016) (Table 1), including two additional strains of <i>A. globiformis</i> (B-2880, B-24025). Twenty-seven phages were isolated in or near Atlanta, Georgia; three external phages (Liebe, Ultraviolet, and TrixiePhattel) were not exceptions to the patterns observed.</p><p>Phages created countable plaques on zero (phage Ultraviolet only), one (n=19), two (n=6), or three (n=5) test bacteria. No plaque formation was observed for any of these phages on either isolate of <i>A. pascens.</i> Most successful infections were against strains of <i>A. globiformis</i> (Fig. 1A). While cross-infection on <i>A. globiformis </i>B-2880 was more common than on B-24025 (Fig. 1A), efficiency of plating (EOP) tended to be higher on B-24025 than on B-2880 (median log<sub>10</sub>EOP for B-24025 = -0.32; median log<sub>10</sub>EOP for B-2880 = -1.31) (Fig. 1B). A second, independent run of the host range assay using a sub-set of phages and hosts indicated that host range data were largely replicable, with most of the variation in phage-host combinations which produced a low EOP (~10<sup>-4</sup> or lower) (Fig. 1B-C).</p><p>EOP was highly variable both within and among phages. Among the minority of phages that infected both test <i>globiformis</i>, the same pattern held as in (1B), with EOP on B-2880 being in general lower than EOP on B-24025 for the same phage (Fig. 1D). However, three phages showed markedly higher EOP on B-2880 than on B-24025, showing that this general trend need not hold for specific cases (Coopy, two replicates, log<sub>10</sub>EOP B-24025 ≈ -2 and B-2880 ≈ -4.5; Liebe, two replicates, log<sub>10</sub>EOP B-4025 ≈ -1 and B-2880 ≈ -6; NovaX7, one replicate, log<sub>10</sub>EOP B-4025 = -0.1 and B-2880 =-4.8). Likewise, one phage is substantially off the line in the opposite direction (PrettyLilBaby, one replicate, log<sub>10</sub>EOP B-2880 = 0.15 and B-24025 = -7.1). Phages successfully infecting <i>A. oryzae </i>B-24478 also infected at least one and often both test <i>globiformis </i>(Fig. 1D)<i>, </i>suggesting generalist tendencies in a subset of phage isolates.</p><p>These results are consistent with previous observations of narrow host range in <i>Arthrobacter </i>phages and are suggestive of modularity and/or nestedness; larger data sets containing phages from multiple target hosts are required to test these ideas. Further, the observed relationship between magnitude and prevalence of EOP on two test <i>globiformis</i> suggests underlying mechanism(s) of cross-susceptibility, with notable departures from the rule that may prove informative. As the current data set is small, and as few of these phages (and none of these hosts) are currently sequenced, it is difficult to hypothesize specific mechanisms. However, the available data indicate that distantly related phages can have similar host ranges (Fig. 1C). For example, the sequenced siphoviral phages Atlantica (temperate, cluster AS3) (Bakayoko et al., 2026; Jackson &amp; Vega, 2025) and TrixiePhattel (virulent, cluster AU6) (Hernandez et al., 2026; Wise &amp; Sivanathan, 2025) show relatively broad host ranges, with plaque formation on both test <i>globiformis </i>as well as on <i>A. oryzae</i>. It is reasonable to hypothesize that some features of relatedness will explain some of the variation in host range, but the relationship(s) between genetic distance, genome content, and host range in these phages remains an open question.</p>","references":[{"reference":"Bakayoko S, Chen J, Chen YC, Jackson VN, Hillman J, Jara D, et al., Vega NM. 2026. Genome Sequence and Characteristics of Cluster AS3 Arthrobacter globiformis Phages Atlantica, Babushka, DanHam62, and Glotell. microPublication Biology","pubmedId":"","doi":"10.17912/micropub.biology.002013"},{"reference":"Beckett SJ, Williams HTP. 2013. Coevolutionary diversification creates nested-modular structure in phage–bacteria interaction networks. Interface Focus. 3: 20130033.","pubmedId":"","doi":"10.1098/rsfs.2013.0033"},{"reference":"Brown DR, Holt JG, Pattee PA. 1978. Isolation and characterization of Arthrobacter bacteriophages and their application to phage typing of soil arthrobacters. Applied and Environmental Microbiology. 35: 185.","pubmedId":"","doi":"10.1128/aem.35.1.185-191.1978"},{"reference":"Busse HJ. 2016. Review of the taxonomy of the genus Arthrobacter, emendation of the genus Arthrobacter sensu lato, proposal to reclassify selected species of the genus Arthrobacter in the novel genera Glutamicibacter gen. nov., Paeniglutamicibacter gen. nov., Pseudoglutamicibacter gen. nov., Paenarthrobacter gen. nov. and Pseudarthrobacter gen. nov., and emended description of Arthrobacter roseus. International Journal of Systematic and Evolutionary Microbiology. 66: 9.","pubmedId":"","doi":"10.1099/ijsem.0.000702"},{"reference":"Einck KH, Pattee PA, Holt JG, Hagedorn C, Miller JA, Berryhill DL. 1973. Isolation and Characterization of a Bacteriophage of Arthrobacter globiformis. Journal of Virology. 12: 1031.","pubmedId":"","doi":"10.1128/jvi.12.5.1031-1033.1973"},{"reference":"Flores CO, Meyer JR, Valverde S, Farr L, Weitz JS. 2011. 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