Evidence map›Paper›PMID 42213731›Full record

ArticlePloS one2026

Phage-plasmid-like elements are found throughout diverse environments and encode niche-specific functional traits.

James I Mullet, Liqing Zhang, Amy Pruden, Connor L Brown

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Icariin shapes post-withdrawal fecal resistome dynamics in layer hens.Journal of animal science and biotechnology · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

James I MulletDepartment of Civil and Environmental Engineering, Virginia Tech, Blacksburg, Virginia‌‌, United States of America.ORCID https://orcid.org/0000-0002-8772-9800
Liqing ZhangDepartment of Computer Science, Virginia Tech, Blacksburg, Virginia‌‌, United States of America.
Amy PrudenDepartment of Civil and Environmental Engineering, Virginia Tech, Blacksburg, Virginia‌‌, United States of America.ORCID https://orcid.org/0000-0002-3191-6244
Connor L BrownDepartment of Civil and Environmental Engineering, Virginia Tech, Blacksburg, Virginia‌‌, United States of America.ORCID https://orcid.org/0000-0001-5171-0211

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Phage-plasmids are unique mobile genetic elements that function as plasmids and temperate phages. While it has been observed that such elements often encode antibiotic resistance genes and defense system genes, little else is known about other functional traits they encode. Further, no study to date has documented their environmental distribution and prevalence. Here, we performed genome sequence mining of public databases of phages and plasmids utilizing a random forest classifier to identify phage-plasmids. We recovered 5,712 unique phage-plasmid-like genomes from a remarkable array of disparate environments, including human, animal, plant, fungi, soil, sediment, freshwater, wastewater, and saltwater environments. The resulting genomes were used in a comparative sequence analysis, revealing functional traits/accessory genes associated with specific environments. Host-associated elements contained the most defense systems (including CRISPR and anti-CRISPR systems) as well as antibiotic resistance genes, while other environments, such as freshwater and saltwater systems, tended to encode components of various biosynthetic pathways. Interestingly, we identified genes encoding for certain functional traits, including anti-CRISPR systems and specific antibiotic resistance genes, that were enriched in phage-plasmid-like elements relative to both plasmids and phages. Our results highlight that phage-plasmid-like elements are found across a wide-array of environments and likely play a role in shaping microbial ecology in a multitude of niches.

Indexed as

BacteriophagesEnvironmentPlasmidsAnimalsDrug Resistance, MicrobialEnvironmental MicrobiologyGenome, ViralHumansPhylogenyRandom Forest

Identifiers

PMID42213731
PMCPMC13221032

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.