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ResearchIn-Press PreviewAIDS/HIVAgingImmunology Open Access | 10.1172/jci.insight.204383

Microbiome-Derived Metabolites Shape CD4⁺ T-Cell Differentiation and Immune Aging in HIV-1 Infection

Amanda Cabral da Silva,1 Luke Flantzer,1 Jaclyn Weinberg,2 Shuya Kyu,1 Lisa P. Daley-Bauer,1 Anyce Godoy,1 Ana Carolina Santana,1 Aarthi Talla,3 Amber Rittgers,1 Sarah Welbourn,1 David E. Gordon,1 Jeffrey A. Tomalka,1 Vincent C. Marconi,4 Dean P. Jones,2 and Souheil-Antoine Younes1

1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

Find articles by Cabral da Silva, A. in: PubMed | Google Scholar

1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

Find articles by Flantzer, L. in: PubMed | Google Scholar

1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

Find articles by Weinberg, J. in: PubMed | Google Scholar

1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

Find articles by Kyu, S. in: PubMed | Google Scholar |

1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

Find articles by Daley-Bauer, L. in: PubMed | Google Scholar

1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

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1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

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1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

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1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

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1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

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1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

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1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

Find articles by Tomalka, J. in: PubMed | Google Scholar

1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

Find articles by Marconi, V. in: PubMed | Google Scholar

1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

Find articles by Jones, D. in: PubMed | Google Scholar |

1Department of Pathology and Laboratory Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

2Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory Univerisity School of Medicine, Atlanta, United States of America

3IMMUNASYST, Scottsdale, United States of America

4Division of Infectious Diseases, Emory Univerisity School of Medicine, Atlanta, United States of America

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Published July 21, 2026 - More info

JCI Insight. https://doi.org/10.1172/jci.insight.204383.
Copyright © 2026, Cabral da Silva et al. This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
Published July 21, 2026 - Version history
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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 single-cell RNA sequencing 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.

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