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Record W4413387272 · doi:10.1016/j.immuni.2025.07.022

Transcription factor BACH2 shapes tissue-resident memory T cell programs to promote HIV-1 persistence

2025· article· en· W4413387272 on OpenAlexfundno aff
Yulong Wei, Haocong Katherine, Michelle E. Wong, Emmanouil Papasavvas, Karam Mounzer, Faten Aberra, Ricardo Morgenstern, Pablo Tebas, Liza Konnikova, Luis J. Montaner, Ya‐Chi Ho

Bibliographic record

VenueImmunity · 2025
Typearticle
Languageen
FieldImmunology and Microbiology
TopicImmune Cell Function and Interaction
Canadian institutionsnot available
FundersNational Institute of Allergy and Infectious DiseasesNational Institute on Drug AbuseNatural Sciences and Engineering Research Council of CanadaNational Institutes of Health
KeywordsBiologyPersistence (discontinuity)Transcription factorHuman immunodeficiency virus (HIV)Cell biologyVirologyComputational biologyGeneticsGene

Abstract

fetched live from OpenAlex

Tissue-resident memory T cells (Trms) are essential for mucosal immunity. We postulated that their long-lived tissue residency and restricted effector function promoted HIV-1 persistence in the gut. We coupled single-cell DOGMA-seq and TREK-seq to capture chromatin accessibility, transcriptome, surface proteins, T cell receptors (TCRs), HIV-1 DNA, and HIV-1 RNA in gut CD4 + and CD8 + T cells from ten aviremic HIV-1 + individuals and five HIV − donors. BACH2, a transcriptional repressor that establishes long-lived memory in T cells, was a key transcription factor that shaped gut Trms into long-lived memory and restrained interferon-driven effector function. BACH2-ablation shifted long-lived central memory T cells to effector memory. HIV-1-infected cells were predominantly identified among BACH2 high Trms, and HIV-1 preferentially infected and persisted in gut Trms in vitro . HIV-1-specific CD8 + T cells exhibited tissue residency and epigenetic scars of exhaustion, contributing to HIV-1 immune evasion in the gut. Overall, our findings indicate that HIV-1 persists in BACH2-shaped long-lived Trms.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.023
GPT teacher head0.253
Teacher spread0.229 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations20
Published2025
Admission routes1
Has abstractno

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