Evidence map›Paper›PMID 40506472›Full record

ReviewNPJ systems biology and applications2025

Mathematical modeling and mechanisms of HIV latency for personalized anti latency therapies.

Gianmarco Rasi, Elena Emili, Jessica M Conway, Nicola Cotugno, Paolo Palma

Abstract readReview
In one paragraph

Review in NPJ systems biology and applications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
  4. 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

5 authors.

Gianmarco RasiResearch Unit of Clinical Immunology and Vaccinology, Bambino Gesù Children's Hospital, IRCCS, 00165, Rome, Italy.
Elena EmiliDepartment of Systems Medicine, University of Rome "Tor Vergata", 00133, Roma, Italy.
Jessica M ConwayDepartment of Mathematics and Center for Infectious Disease Dynamics, Pennsylvania State University, University Park, PA, USA. jmc90@psu.edu.
Nicola CotugnoResearch Unit of Clinical Immunology and Vaccinology, Bambino Gesù Children's Hospital, IRCCS, 00165, Rome, Italy.
Paolo PalmaResearch Unit of Clinical Immunology and Vaccinology, Bambino Gesù Children's Hospital, IRCCS, 00165, Rome, Italy. paolo.palma@opbg.net.

Funding

Pediatric Adolescent Virus Elimination (PAVE) Martin Delaney CollaboratoryUM1AI164566 · NIAID · JOHNS HOPKINS UNIVERSITY · PI Ann M Chahroudi, Deborah Persaud · 2021 to 2026
$35.5M
NIAID NIH HHS UM1 AI164566NIH HHS UM1AI164566
6 · The paper itself

Abstract

Combination antiretroviral therapy controls human immunodeficiency virus-1 (HIV) but cannot eradicate latent proviruses in immune cells, which reactivate upon treatment interruption. Anti-latency therapies like "shock-and-kill" are being developed but are yet to succeed due to the complexity of latency mechanisms. This review discusses recent advances in understanding HIV latency via mathematical modeling, covering key regulatory factors and models to predict latency reversal, highlighting gaps to guide future therapeutic approaches.

Indexed as

HIV-1HIV InfectionsPrecision MedicineVirus LatencyAnti-HIV AgentsHumansModels, BiologicalModels, TheoreticalAnti-HIV Agents

Identifiers

PMID40506472
PMCPMC12162841

What OpenQuestion holds

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LicenceCC BY
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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.