Evidence map›Paper›PMID 42875740›Full record

ArticleMolecular medicine (Cambridge, Mass.)2026

Elucidating the mechanism underlying incomplete immune recovery in people living with HIV through CD4⁺ and CD8⁺ T cell multi-omics.

Marina Flores-Piñas, Silvia Chafino, Consuelo Viladés, Pere Domingo, Beatriz Villar, Paula Prieto, Alexy Inciarte, Josep Mallolas, Julià Blanco, Eugènia Negredo and 8 more

Abstract read
In one paragraph

Article in Molecular medicine (Cambridge, Mass.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

18 authors.

Marina Flores-Piñas *Infection and Immunity (INIM), Institut de Recerca Biomèdica Catalunya Sud (IRBCatSud), Hospital Universitari Joan XXIII (HJ23) de Tarragona, Universitat Rovira i Virgili, Tarragona, Spain.
Silvia Chafino *Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
Consuelo ViladésInfection and Immunity (INIM), Institut de Recerca Biomèdica Catalunya Sud (IRBCatSud), Hospital Universitari Joan XXIII (HJ23) de Tarragona, Universitat Rovira i Virgili, Tarragona, Spain.
Pere DomingoHospital de La Santa Creu i Sant Pau, Barcelona, Spain.
Beatriz VillarInfection and Immunity (INIM), Institut de Recerca Biomèdica Catalunya Sud (IRBCatSud), Hospital Universitari Joan XXIII (HJ23) de Tarragona, Universitat Rovira i Virgili, Tarragona, Spain.
Paula PrietoHospital de La Santa Creu i Sant Pau, Barcelona, Spain.
Alexy InciarteInfectious Diseases Department, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain.
Josep MallolasInfectious Diseases Department, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain.
Julià BlancoCentro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
Eugènia NegredoCentro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
Jordi NavarroServei de Malalties Infeccioses, Vall d'Hebron Hospital Universitari, Barcelona, Spain.
Marcos Elizalde-HorcadaInsAIght, Navarra, Spain.
Verònica AlbaInfection and Immunity (INIM), Institut de Recerca Biomèdica Catalunya Sud (IRBCatSud), Hospital Universitari Joan XXIII (HJ23) de Tarragona, Universitat Rovira i Virgili, Tarragona, Spain.
Anna MartíInfection and Immunity (INIM), Institut de Recerca Biomèdica Catalunya Sud (IRBCatSud), Hospital Universitari Joan XXIII (HJ23) de Tarragona, Universitat Rovira i Virgili, Tarragona, Spain.
Yolanda M PachecoImmunology Service, Unit of Clinical Laboratories, Institute of Biomedicine of Seville, IBiS/Virgen del Rocio University Hospital/CSIC/University of Seville, Seville, Spain.
Francesc VidalInfection and Immunity (INIM), Institut de Recerca Biomèdica Catalunya Sud (IRBCatSud), Hospital Universitari Joan XXIII (HJ23) de Tarragona, Universitat Rovira i Virgili, Tarragona, Spain.
Joaquim Peraire *Infection and Immunity (INIM), Institut de Recerca Biomèdica Catalunya Sud (IRBCatSud), Hospital Universitari Joan XXIII (HJ23) de Tarragona, Universitat Rovira i Virgili, Tarragona, Spain. jjperaire.hj23.ics@gencat.cat.
Anna Rull *Infection and Immunity (INIM), Institut de Recerca Biomèdica Catalunya Sud (IRBCatSud), Hospital Universitari Joan XXIII (HJ23) de Tarragona, Universitat Rovira i Virgili, Tarragona, Spain. anna.rull@irbcatsud.cat.

Funding

Centro de Investigación Biotecnológica en Red de Enfermedades Infecciosas CB21/13/00020Gilead Sciences GLD23_00097Instituto de Salud Carlos III FI24/00034Instituto de Salud Carlos III PI16/00503, PI19/01337, PI20/00326, PI23/0080Ministerio de Ciencia e Innovación CNS2023/1444725
6 · The paper itself

Abstract

backgroundA subset of people living with HIV (PLHIV), known as immunological non-responders (INR), fails to achieve adequate CD4⁺ T cell recovery despite viral suppression with antiretroviral therapy (ART). These individuals face an increased risk of adverse clinical outcomes. This study aims to explore the intracellular mechanisms and molecular signatures underlying this incomplete immune recovery using a multi-omics approach.

methodsThe study analysed CD4⁺ and CD8⁺ T cells from 100 ART-naïve PLHIV. Participants were classified into controls (baseline CD4⁺ > 200 cells/µL, n = 49) and cases (baseline CD4⁺ ≤ 200 cells/µL, n = 51). Cases were further categorised after 48 weeks of ART as immunological responders (IR, n = 34) or INR (n = 16) based on a recovery cut-off of 250 cells/µL. The research employed integrative proteomic and metabolomic analyses, adjusted for sex, complemented by miRNA and qRT-PCR validation in a subset of samples to identify differential molecular signatures.

resultsIn CD4⁺ T cells, a baseline signature of 381 proteins and 45 metabolites significantly differentiated controls from cases; notably, 34 proteins and 16 metabolites specifically discriminated future IR from INR before starting treatment. CD8⁺ T cells showed a more limited signature with minimal stratification between IR and INR. Integrative analysis revealed coordinated dysregulation in CD4⁺ T cells of INR, characterised by altered glycolytic flux, metabolic exhaustion, and oxidative stress. Exploratory analyses via miRNA and qRT-PCR confirmed these findings and suggested post-transcriptional mechanisms contribute to the impairment.

conclusionsIncomplete immune recovery in PLHIV is primarily driven by pre-existing metabolic dysfunction and oxidative stress within CD4⁺ T cells, rather than CD8⁺ T cells. These findings identify specific molecular signatures present before ART initiation, highlighting early potential therapeutic targets and strategies to enhance immune reconstitution in this vulnerable population.

Indexed as

CD4-Positive T-LymphocytesCD8-Positive T-LymphocytesHIV InfectionsAdultFemaleHumansMaleMetabolomeMetabolomicsMiddle AgedMultiomicsProteomicsCD4+ T cellsCD8+ T cellsHIVImmunological non-respondersMetabolomicsMulti-omicsProteomics

Identifiers

PMID42875740
PMCPMC13663302

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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.