Evidence map›Paper›PMID 42124627›Full record

ArticlebioRxiv : the preprint server for biology2026

Investigating the dynamics of proviral silencing in polyclonal HIV-1 infected Jurkat cell populations.

Shelby Clark, Edmond Atindaana, Kamya Gopal, Jeffrey M Kidd, Alice Telesnitsky

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. 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

5 authors.

Shelby ClarkDepartment of Microbiology & Immunology, University of Michigan Medical School, Ann Arbor, Michigan, USA.ORCID 0000-0002-5339-2760
Edmond AtindaanaDepartment of Microbiology & Immunology, University of Michigan Medical School, Ann Arbor, Michigan, USA.ORCID 0000-0003-2355-5730
Kamya GopalDepartment of Microbiology & Immunology, University of Michigan Medical School, Ann Arbor, Michigan, USA.ORCID 0000-0002-8305-8384
Jeffrey M KiddDepartment of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan, USA.ORCID 0000-0002-9631-1465
Alice TelesnitskyDepartment of Microbiology & Immunology, University of Michigan Medical School, Ann Arbor, Michigan, USA.ORCID 0000-0001-9878-5931

Funding

Molecular Mechanisms of Microbial Pathogenesis Training ProgramT32AI007528 · NIAID · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CARRUTHERS, VERNON BRUCE · 1998 to 2024
$6.8M
NIAID NIH HHS T32 AI007528
6 · The paper itself

Abstract

Previous work demonstrated that individual HIV-1 provirus-containing Jurkat cell clones maintain stable bimodal expression patterns throughout 8 to 9 days of culture. However, within polyclonal infected cell pools, the overall proportion of cells displaying HIV-1 expression declines with time. Here, we examined the processes underlying population silencing in polyclonal pools comprised of hundreds of individual barcoded proviral clones throughout culturing periods of 22 and 90 days. Monitoring HIV-1 LTR activity via a GFP reporter confirmed that initially most clones exhibited bimodal expression, with mixtures of transcriptionally active and inactive cells. Over time, however, the overall fraction of LTR-active cells declined substantially. High-throughput clonal tracking showed that this decline was not driven by uniform transcriptional silencing. Instead, population silencing resulted from a combination of mechanisms: selective expansion of clones with low LTR activity, reductions in expression within certain clones, and long-term maintenance of stable bimodal expression in others. Notably, over half of clones retained stable bimodal expression patterns after 22 days, and approximately 17% of the clones retained stable bimodal expression even after 90 days in an independent second experiment, despite ongoing phenotypic switching at the single-cell level. These findings demonstrate that population-level HIV-1 silencing emerges from heterogeneous, clone-specific behaviors rather than uniform transcriptional repression. These observations confirm stability for a large subset of clones and provide insight into how integrants with diverse replication and expression properties can act together during HIV-1 polyclonal population silencing.

Identifiers

PMID42124627
PMCPMC13160120

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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.