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March 5, 2026Nature Communications4 citationsOpen Access

HIV-seq reveals gene expression differences between HIV-transcribing cells from viremic and suppressed people with HIV

JFJ. FrouardSTSushama TelwatteXLXiaoyu Luo

Key Points

  • The research aims to explore gene expression differences in HIV-transcribing cells during viremia and ART suppression.
  • Utilized a novel method called HIV-seq to analyze single-cell RNA-seq while targeting conserved HIV regions.
  • Compared HIV RNA+ cells from viremic and ART-suppressed individuals.
  • Analyzed gene expression signatures of T effector memory cells in both conditions.
  • HIV-seq detected double the number of HIV reads per cell compared to standard methods.
  • HIV-transcribing cells show a cytotoxic signature during viremia and an anti-inflammatory signature during ART suppression.
  • Elevated TGF-β levels and diminished IFN signaling are observed in ART-suppressed cells.

Abstract

Abstract HIV-transcribing cells can perpetuate chronic inflammation in ART-suppressed people with HIV (PWH) and likely contribute to viral rebound after ART interruption. However, these cells are difficult to study using single-cell RNA-seq (scRNA-seq) due to their low frequency and low levels of HIV transcripts, which are usually not polyadenylated. By spiking in capture sequences targeting conserved regions of HIV during scRNA-seq – a new method we call “HIV-seq” - we detect double the mean number of HIV reads per cell from PWH. HIV RNA+ cells are enriched among T effector memory cells during both viremia and ART suppression but exhibit a cytotoxic signature during viremia only. In contrast, HIV-transcribing cells from ART-suppressed timepoints exhibit a distinct anti-inflammatory signature involving elevated TGF-β and diminished IFN signaling. These findings demonstrate that HIV-seq is a useful tool to better understand the mechanisms by which HIV-transcribing cells can persist during ART.

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Cite This Study

Frouard et al. (2026) studied this question.

synapsesocial.com/papers/69a91e4cd6127c7a504c2118https://doi.org/10.1038/s41467-026-68797-3
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