Evidence map›Paper›PMID 41143103›Full record

ArticleVirus evolution2025

Uncovering hundreds of exogenous and endogenous RNA viral RdRp sequences amongst uncharacterized sequences in public protein databases.

Katherine Brown, Andrew Edwin Firth

Abstract read
In one paragraph

Article in Virus evolution, 2025. 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. TITAN-RNA: A hybrid-capture sequencing panel detects known and unknownbioRxiv : the preprint server for biology · 2025
    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

2 authors.

Katherine BrownDivision of Virology, Department of Pathology, University of Cambridge, Cambridge, United Kingdom.ORCID https://orcid.org/0000-0002-8400-6922
Andrew Edwin FirthDivision of Virology, Department of Pathology, University of Cambridge, Cambridge, United Kingdom.ORCID https://orcid.org/0000-0002-7986-9520

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Public databases of protein sequences, such as the National Center for Biotechnology Information (NCBI) Protein repository and UniProt, contain millions of proteins identified in samples from specific species but named as uncharacterized or hypothetical due to a lack of information about their function. Many such sequences are actually derived from RNA viruses, either due to viral infection of the original sample, contamination, or endogenous viral elements (EVEs) integrated into the genome of the sample species. Many proteins from RNA virus discovery research are also deposited into these repositories but are labelled as uncharacterized and only classified taxonomically at a superkingdom or realm level. Sequences from protein repositories not labelled specifically as being derived from the RNA-viral RNA-dependent RNA polymerase (RdRp) protein are often used as negative controls when looking to identify viral RdRp sequences, so the presence of unlabelled viruses amongst these datasets is problematic. These sequences also represent a source of information about novel viruses and EVEs. In this study, we screened uncharacterized proteins from two large public protein repositories-NCBI Protein and UniProt-to identify sequences likely to be derived from RNA viral RdRp and to perform detailed characterization of sequences of interest. We identified 3560 such sequences, many derived from EVEs. Many are previously unknown EVEs, which led to characterization of additional, related sequences. For example, a group of orbi-like viruses infecting nematodes was uncovered that appears to have both ancient endogenous and circulating exogenous members. Many integrations of mito-like viruses into plant genomes were also found. In several host taxonomic groups, the first example of an EVE, and in some cases the first example of any RNA virus, was uncovered. The large number of EVEs uncovered by this relatively small-scale search suggests that only a fraction of the true diversity of EVEs is currently known. We also provide provisional taxonomic annotations for RdRps, currently only listed as members of the

Indexed as

endogenous viral elementsmetatranscriptomicspaleovirologyRdRpRNA virusvirus discovery

Identifiers

PMID41143103
PMCPMC12548735

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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.