Evidence map›Paper›PMID 41729081›Full record

ArticleJCI insight2026

Single-cell capture of on-ART SIV transcription reveals TGF-β-mediated metabolic control of viral latency.

Romaila Abd-El-Raouf, Jakob Harrison-Gleason, Jinhee Kim, Ching Man Wai, Kayla L Yerlioglu, Catarina Ananias-Saez, Alec Ksiazek, Jeffrey T Poomkudy, Mariluz Araínga, Deepanwita Bose and 5 more

Abstract read
In one paragraph

Article in JCI insight, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

15 authors.

Romaila Abd-El-RaoufDepartment of Medicine, Division of Infectious Diseases, and.
Jakob Harrison-GleasonDepartment of Medicine, Division of Infectious Diseases, and.
Jinhee KimDepartment of Medicine, Division of Infectious Diseases, and.
Ching Man WaiDepartment of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA.
Kayla L YerliogluDepartment of Medicine, Division of Infectious Diseases, and.
Catarina Ananias-SaezDepartment of Medicine, Division of Infectious Diseases, and.
Alec KsiazekDepartment of Medicine, Division of Infectious Diseases, and.
Jeffrey T PoomkudyDepartment of Medicine, Division of Infectious Diseases, and.
Mariluz AraíngaNew Iberia Research Center, University of Louisiana at Lafayette, New Iberia, Louisiana, USA.
Deepanwita BoseNew Iberia Research Center, University of Louisiana at Lafayette, New Iberia, Louisiana, USA.
Claudia CicalaLaboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA.
James ArthosLaboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA.
Francois J VillingerNew Iberia Research Center, University of Louisiana at Lafayette, New Iberia, Louisiana, USA.
Ramon Lorenzo-RedondoDepartment of Medicine, Division of Infectious Diseases, and.
Elena MartinelliDepartment of Medicine, Division of Infectious Diseases, and.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We previously demonstrated that blocking TGF-β with galunisertib, a safe, orally available small drug, reactivated latent SIV in vivo by shifting T cells toward a transitional effector phenotype. Here, we investigated the mechanisms underlying this effect using single-cell RNA sequencing, metabolic profiling, and high-dimensional spectral flow cytometry of samples from SIV-infected, antiretroviral therapy-treated (ART-treated) macaques before and after galunisertib. To characterize virus-transcribing, infected cells during ART, we developed a novel, sensitive SIV Transcripts Capture Assay (SCAP) that detected 127 SIV-expressing cells within lymph node single-cell transcriptome libraries. Galunisertib drove broad metabolic reprogramming in CD4+ T cells, with transcriptional upregulation of inflammatory and mitochondrial biosynthesis pathways, confirmed by Seahorse profiling. Metabolomics revealed increased energy metabolites and amino acids and enhanced metabolic flux without proliferation. SIV transcript-positive cells before galunisertib were metabolically quiescent compared with cells without detectable viral transcripts. After galunisertib, virus-expressing cells showed a dramatic metabolic activation, with upregulation of glycolysis, fatty acid metabolism, and TNF-α signaling. High-dimensional flow cytometry demonstrated effects beyond CD4+ T cells, including fewer tissue-resident memory T cells, but more inflammatory macrophages. In conclusion, SCAP represents a specific tool for characterizing rare SIV-infected cells transcribing virus during ART, and it reveals TGF-β as a key mediator of viral latency in vivo through metabolic suppression.

Indexed as

Anti-Retroviral AgentsSimian Immunodeficiency VirusTransforming Growth Factor betaVirus LatencyAnimalsCD4-Positive T-LymphocytesFemaleMacaca mulattaPyrazolesQuinolinesReceptor, Transforming Growth Factor-beta Type ISingle-Cell AnalysisAnti-Retroviral AgentsLY-2157299PyrazolesQuinolinesReceptor, Transforming Growth Factor-beta Type ITransforming Growth Factor betaAIDS/HIVCellular immune responseImmunologyMetabolismT cells

Identifiers

PMID41729081
PMCPMC12956001

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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.