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Microbiome-derived metabolites shape CD4+ T cell differentiation and immune aging in HIV-1 infection
Amanda Cabral Da Silva, Luke Flantzer, Jaclyn Weinberg, Shuya Kyu, Lisa P. Daley-Bauer, Anyce Godoy, Ana Carolina Santana, Aarthi Talla, Amber Lynn Rittgers, Sarah Welbourn, David Ezra Gordon, Jeffery Alan Tomalka, Vincent C. Marconi, Dean P. Jones, Souheil-Antoine Younes
Amanda Cabral Da Silva, Luke Flantzer, Jaclyn Weinberg, Shuya Kyu, Lisa P. Daley-Bauer, Anyce Godoy, Ana Carolina Santana, Aarthi Talla, Amber Lynn Rittgers, Sarah Welbourn, David Ezra Gordon, Jeffery Alan Tomalka, Vincent C. Marconi, Dean P. Jones, Souheil-Antoine Younes
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Research Article AIDS/HIV Aging Immunology

Microbiome-derived metabolites shape CD4+ T cell differentiation and immune aging in HIV-1 infection

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Abstract

The role of aromatic gut-derived bacterial metabolites (GDBMs) in shaping immune cell metabolism and function remains poorly explored. Using ex vivo metabolomic profiling of paired plasma and CD4+ T cells from people living with HIV-1 (PLWH), we identified a network of aromatic GDBMs whose cell-associated abundance, rather than systemic levels, was linked to broad alterations in CD4+ T cell metabolic and functional states. Among these, p-cresol sulfate (PCS) emerged as a mechanistic prototype. Ex vivo flow cytometry and scRNA-seq of CD4+ T cells stratified by cell-associated PCS levels revealed dose-dependent enrichment of transcriptional programs associated with impaired differentiation, regulatory-like identity, and cellular senescence. In vitro transcriptomic and proteomic analyses of PCS-exposed CD4+ T cells demonstrated induction of cell-cycle arrest, mitochondrial dysfunction, and senescence-associated programs, including upregulation of p16 and p21. Integration of these immunometabolic findings with HIV-1 reservoir measurements revealed that CD4+ T cell states defined by cell-associated GDBMs track with intact proviral DNA levels in vivo. These findings define a microbiome-derived axis that reshapes CD4+ T cell metabolism and fate, promotes immune aging in PLWH, and may foster immunometabolic states linked to long-term HIV-1 reservoir persistence.

Authors

Amanda Cabral Da Silva, Luke Flantzer, Jaclyn Weinberg, Shuya Kyu, Lisa P. Daley-Bauer, Anyce Godoy, Ana Carolina Santana, Aarthi Talla, Amber Lynn Rittgers, Sarah Welbourn, David Ezra Gordon, Jeffery Alan Tomalka, Vincent C. Marconi, Dean P. Jones, Souheil-Antoine Younes

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Figure 7

PCS induces senescence markers and alters CD4+ T cell phenotype in vitro.

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PCS induces senescence markers and alters CD4+ T cell phenotype in vitro...
(A) Representative flow cytometry plots of CD4+ T cells stimulated with anti-CD3/CD28 for 6 days in the presence of 0, 50, or 100 μM PCS, showing CCR7 versus CD45RA (top panels) and TCF7, Notch1, Notch2, B-catenin, and PD-1 versus TOX (middle and bottom panels). Values in quadrants indicate median ± SD across 3 biological replicates. (B) Overlay histogram (left) and quantification (right) of FOXP3 expression in naive CD4+ T cells cultured in the presence of IL-2 and increasing concentrations of PCS (0, 50, or 100 μM) for 5 days. Data in B represent n = 3 independent donors. Statistical comparisons were performed using 1-way ANOVA with multiple comparisons correction. *P < 0.05.

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