ArticleMicrobiology spectrum2026
Absence of detectable bovine leukemia virus miRNAs in human cancer small RNA-seq datasets.
Article in Microbiology spectrum, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Establishment and Characterization of Human Cell Lines Stably Infected With Bovine Leukemia Virus In Vitro Reveals Apoptosis After Latency and Silencing.Transboundary and emerging diseases · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
Abstract
Bovine leukemia virus (BLV) encodes 10 mature microRNAs (miRNAs) that are highly expressed in infected cattle and have been implicated in oncogenic mechanisms. A potential association between BLV and human cancer remains controversial: while several reports have detected BLV proviral DNA in human breast tissue, high-throughput sequencing analyses have failed to identify BLV nucleic acids in human tumors. Here, we performed a high-sensitivity screen for BLV miRNAs across 335 publicly available human small RNA-seq data sets, including breast cancer (BCA), acute lymphoblastic leukemia, acute myeloid leukemia, chronic lymphocytic leukemia, and healthy controls, totaling approximately 1.98 billion trimmed reads. To validate our analytical workflow, six small RNA data sets from BLV-infected and uninfected cattle were processed in parallel. Across the human data sets, only 60 reads (0.000003%) aligned to BLV miRNA reference sequences, predominantly STAR strands or sequences containing mismatches-patterns consistent with background noise rather than biologically meaningful viral miRNAs. In contrast, BLV miRNAs were robustly detected across BLV-infected cattle samples, confirming pipeline sensitivity for canonical BLV miRNAs. These results demonstrate that BLV miRNAs are absent or below the operational detection threshold in human BCA and human leukemia miRNomes using standard small-RNA sequencing workflows and canonical reference sequences.IMPORTANCEBovine leukemia virus (BLV) causes leukemia in cattle. BLV genome encodes for microRNAs (miRNAs) that can influence how cells grow. Some researchers have suggested that BLV might also play a role in human cancers, especially breast cancer (BCA), but scientific studies have produced conflicting results. In our work, we analyzed nearly two billion genetic sequences from 335 human cancer samples-including BCA and several types of leukemia-to look for BLV miRNAs. We found almost no sequences that resembled BLV miRNAs, and those few likely represented background noise rather than true viral signals. In contrast, BLV miRNAs were easily detected in infected cattle samples. Our results indicate that BLV miRNAs are not present at meaningful levels in particular human cancers (i.e., leukemia and BCA).
Indexed as
Identifiers
What Socratic holds
Registered trials
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 Socratic graph.