Evidence map›Paper›PMID 40626838›Full record

ReviewCurrent opinion in HIV and AIDS2025

Roadmap for spatial transcriptomics of HIV in tissues.

Qijie Guan, Amare Eshetu, Ya-Chi Ho

Abstract readReview
In one paragraph

Review in Current opinion in HIV and AIDS, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

3 authors.

Qijie GuanDepartment of Microbial Pathogenesis, Yale University School of Medicine, New Haven, Connecticut, USA.
Amare Eshetu
Ya-Chi Ho

Funding

BEAT-HIV: Delaney Collaboratory to Cure HIV-1 Infection by Combination ImmunotherapyUM1AI164570 · NIAID · WISTAR INSTITUTE · PI Luis J Montaner, James L. Riley · 2021 to 2026
$34.7M
CHEETAH Center for the Structural Biology of HIV Infection, Restriction, and Viral DynamicsU54AI170856 · NIAID · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI WALTHER H MOTHES · 2022 to 2026
$34.4M
REACH: Research Enterprise to Advance a Cure for HIVUM1AI164565 · NIAID · WEILL MEDICAL COLL OF CORNELL UNIV · PI Marina Caskey, R. Brad Jones · 2021 to 2026
$32.9M
The Y-SCORCH Data Generation Center at Yale for Single-Cell Opioid Responses in the Context of HIVUM1DA051410 · NIDA · YALE UNIVERSITY · PI GERSTEIN, MARK BENDER, KLUGER, YUVAL · 2020 to 2025
$15.3M
High-Definition Characterization of the Persistence and Perturbation of the HIV Reservoir: Project 3P01AI169768 · NIAID · BRIGHAM AND WOMEN'S HOSPITAL · PI Ya-Chi Ho, Jonathan Li · 2022 to 2026
$10.1M
M-SCORCH: Methamphetamine use disorder data generation center for Single Cell Opioid Responses in the Context of HIVU01DA053628 · NIDA · YALE UNIVERSITY · PI HO, YA-CHI, SESTAN, NENAD · 2021 to 2025
$9.5M
Role of clonal expansion in HIV-1 persistenceR01AI141009 · NIAID · YALE UNIVERSITY · PI Ya-Chi Ho · 2018 to 2026
$5.3M
Understanding HIV-1 persistence in cytotoxic CD4+ T lymphocytes at the single cell levelR01AI174863 · NIAID · YALE UNIVERSITY · PI Ya-Chi Ho · 2023 to 2026
$3.4M
Enhancing Susceptibility of HIV Reservoirs to CTL Through a Discovery to Translational ApproachR01AI176601 · NIAID · WEILL MEDICAL COLL OF CORNELL UNIV · PI R. Brad Jones, Neville Sanjana · 2023 to 2026
$3.3M
A Big Data Approach to Identify Epigenetic, Transcriptomic, and Network Dynamics as Immune Dysfunction Drivers Associated with HIV Infection and Substance Use DisorderR01DA051906 · NIDA · YALE UNIVERSITY · PI GERSTEIN, MARK BENDER · 2020 to 2024
$2.8M
Understanding HIV-1 persistence and HIV-1-induced inflammation in tissuesR01AI183430 · NIAID · YALE UNIVERSITY · PI Ya-Chi Ho · 2024 to 2026
$2.6M
Evaluating the role of opioid medication assisted therapies in HIV-1 Persistence for persons living with HIV and opioid use disordersR33DA047037 · NIDA · YALE UNIVERSITY · PI HO, YA-CHI, KLUGER, YUVAL · 2021 to 2022
$1.7M
NIAID NIH HHS P01 AI169768NIAID NIH HHS R01 AI141009NIAID NIH HHS R01 AI174863NIAID NIH HHS R01 AI176601NIAID NIH HHS R01 AI183430NIAID NIH HHS U54 AI170856NIAID NIH HHS UM1 AI164565NIAID NIH HHS UM1 AI164570NIDA NIH HHS R01 DA051906NIDA NIH HHS R33 DA047037NIDA NIH HHS U01 DA053628NIDA NIH HHS UM1 DA051410
6 · The paper itself

Abstract

purpose of reviewMechanisms of HIV persistence in tissues are distinct from that in the blood. Spatial transcriptomic profiling examines HIV-infected cells, surrounding neighborhoods, and tissue microenvironment in unprecedented resolution. Spatial profiling captures cytokine gradients, distances between HIV-infected cells and immune effectors (and their function versus exhaustion), and cell-cell interactions. We present an overview of spatial transcriptomic platforms and a workflow of quality controls, sanity check, and bioinformatic analysis. RECENT

findingsThe selection of spatial profiling methods should base on the research question, resolution, breadth of coverage, the expression level of RNA of interest, tissue quality, and tissue size. Advanced spatial transcriptomic profiling can capture RNA molecules at high resolution (<1 μm) and thus enable near-single cell profiling at genome-wide (~20 000 genes) breadth. Specifically, poly-A-based mRNA capture can identify previously unknown targets, while targeted RNA capture increases sensitivity in low-quality tissues. In targeted capture, however, the increase in target numbers frequently decreases sensitivity. Coupling ATAC-seq, protein capture, and T cell receptor sequencing to spatial platforms is ongoing. SUMMARY: Spatial transcriptomic profiling uncovers mechanisms of HIV persistence in tissues and informs therapeutic strategies. Investigators should ensure the rigor of analysis, validate findings, and avoid reporting signatures with unknown biological significance.

Indexed as

Gene Expression ProfilingHIV-1HIV InfectionsTranscriptomeHumanscell–cell interactionsHIV cure strategiesHIV tissue reservoirimmune escapeimmune sanctuary sitelymph nodesingle-cell RNA-seqspatial multiomicsspatial transcriptomicstissue microenvironment

Identifiers

PMID40626838
PMCPMC13336902

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Registered trials

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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.