Evidence map›Paper›PMID 40654971›Full record

ArticlebioRxiv : the preprint server for biology2025

MrHAMER2: high-accuracy long-read RNA sequencing to decode isoform-specific variation in viral transcripts during latency.

Christian M Gallardo, Jessica L Albert, Andrew A Qazi, Roni Lobato Ventura, Savitha Deshmukh, Nadejda Beliakova-Bethell, Bruce E Torbett

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Christian M GallardoCenter for Immunity and Immunotherapies, Seattle Children's Research Institute, Seattle, WA, USA.ORCID 0000-0001-5702-0852
Jessica L AlbertCenter for Immunity and Immunotherapies, Seattle Children's Research Institute, Seattle, WA, USA.ORCID 0009-0003-2370-3243
Andrew A QaziVeterans Affairs (VA) San Diego Healthcare System and Veterans Medical Research Foundation, San Diego, CA, USA.
Roni Lobato VenturaVeterans Affairs (VA) San Diego Healthcare System and Veterans Medical Research Foundation, San Diego, CA, USA.
Savitha DeshmukhVeterans Affairs (VA) San Diego Healthcare System and Veterans Medical Research Foundation, San Diego, CA, USA.ORCID 0009-0004-7766-1242
Nadejda Beliakova-BethellVeterans Affairs (VA) San Diego Healthcare System and Veterans Medical Research Foundation, San Diego, CA, USA.ORCID 0000-0001-9765-7786
Bruce E TorbettCenter for Immunity and Immunotherapies, Seattle Children's Research Institute, Seattle, WA, USA.ORCID 0000-0003-4995-1694

Funding

VirologyP30AI036214 · NIAID · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SUSAN JANET LITTLE · 1994 to 2026
$78.4M
Structural Biology CoreU54AI170855 · NIAID · SEATTLE CHILDREN'S HOSPITAL · PI Bruce Edward Torbett · 2022 to 2026
$36.7M
Opioid Impacts on T Cell Pathways and Epigenetics to Modulate HIV Integration, Latency and Reservoirs.R61DA047039 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SMITH, DAVID MITCHELL · 2018 to 2020
$2.6M
BLRD VA I01 BX005285NIAID NIH HHS P30 AI036214NIAID NIH HHS U54 AI170855NIDA NIH HHS R61 DA047039
6 · The paper itself

Abstract

Alternative splicing (AS) greatly expands the repertoire of proteins encoded by the human genome. Viruses have been shown to hijack AS cellular pathways to sustain replication or lead to latency. In HIV-1 infection, the virus integrates into the host genome, becoming a transcriptional unit that directly engages in AS to regulate its gene expression. Sequencing advances have enabled insights into HIV-1 gene expression dynamics during productive replication. However, viral isoform dynamics during latency remain largely uncharacterized due to the low abundance of spliced viral transcripts in associated CD4+ T cell subsets, making their accurate detection and quantification challenging. MrHAMER2 is a high-accuracy long-read RNA sequencing method that leverages dual Unique Molecular Identifier (UMI) tagging of cDNA to accurately capture and quantify full-length isoforms with high dynamic range and 99.968% single-nucleotide accuracy. We used MrHAMER2 to decode the spliced HIV-1 transcriptome in a primary CD4+ T cell model of latency and showed substantial changes in viral isoforms bearing intron retentions accompanied by changes in their potential to generate translatable protein.

Identifiers

PMID40654971
PMCPMC12247889

What OpenQuestion holds

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Registered trials

None linked

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.