# Longitudinal changes in circulating biomarkers from baseline to week 48 in treatment-Naïve people living with HIV initiating integrase inhibitor-based antiretroviral therapy

**Authors:** Jose-Ramon Blanco, Miguel Torralba, María Saumoy, Antonia Alcaraz, Mariano Matarranz del Amo, Julian Olalla, Fernando Dronda, Nisa Boukichou-Abdelkader, Enrique Bernal, Sergio Padilla, Joaquim Peraire, Francisca Artigues, María-Jesús Bustinduy-Odriozola, Helena Albendin Iglesias, Alberto Delgado, Arkaitz Imaz, Laura Pérez-Martinez, CoR.I.S. Cohort

PMC · DOI: 10.1371/journal.pone.0343230 · PLOS One · 2026-02-18

## TL;DR

This study examines how different HIV treatments affect immune and metabolic biomarkers over 48 weeks in people starting treatment for the first time.

## Contribution

The study identifies distinct immunomodulatory effects of non-boosted INSTI-based regimens in treatment-naïve HIV patients.

## Key findings

- All INSTI-based regimens achieved viral suppression and increased CD4+ counts, with the greatest increase in the DTG/ABC/3TC group.
- The DTG/ABC/3TC regimen showed significant changes in IL-10, CD163, and ICAM-1 levels over 48 weeks.
- Distinct longitudinal biomarker patterns suggest potential differences in immune modulation among INSTI-based regimens.

## Abstract

Currently, integrase strand-transfer inhibitors (INSTIs) are the cornerstone of antiretroviral therapy (ART), providing potent viral suppression and good tolerability. Emerging evidence suggests that INSTI-based regimens may exert different effects on immune and metabolic pathways, potentially influencing inflammation and comorbidity risk. This study aimed to evaluate the impact of various first-line INSTI-based regimens on a panel of circulating biomarkers in treatment-naïve individuals with HIV.

We included ART-naïve adults (≥18 years) with confirmed HIV-1 infection initiating a non-boosted INSTI according to the treating physicians’ decisions. The regimen included were bictegravir/emtricitabine/tenofovir alafenamide (BIC/TAF/FTC or Group 1 [G1]), dolutegravir/lamivudine (DTG/3TC or Group 2 [G2]), and dolutegravir/abacavir/lamivudine (DTG/ABC/3TC or Group 3 [G3]). Participants receiving DTG/ABC/3TC were enrolled via the Spanish CoRIS cohort, with samples from the HIV BioBank. Blood samples were collected at baseline and after 48 weeks. Biomarkers were grouped into six categories: pro- and anti-inflammatory cytokines, immune activation, endothelial dysfunction, metabolic markers, and tryptophan catabolism. Changes from baseline were analyzed using Kruskal–Wallis and Dunn’s tests; linear mixed-effects models assessed longitudinal trends.

We included 62 participants. All regimens achieved viral suppression and increased CD4 + counts, with the greatest CD4 + gain in G3. At baseline, G3 had higher TNF, CD40, ICAM-1, and lower IL-10 and leptin levels. After 48 weeks, G3 showed a significant increase in IL-10 and greater declines in CD163 and ICAM-1. Mixed models confirmed distinct longitudinal patterns in CD4 + counts, CD163, and IL-10 in G3.

All INSTI-based regimens led to immune restoration, but modest differences in biomarker trajectories suggest distinct immunomodulatory effects. The clinical relevance of these differences remains unclear and warrants further study to assess their role in long-term comorbidity risk.

## Linked entities

- **Proteins:** CD4 (CD4 molecule), TNF (tumor necrosis factor), CD40 (CD40 molecule), ICAM1 (intercellular adhesion molecule 1), IL10 (interleukin 10), lepa (leptin a), CD163 (CD163 molecule)
- **Chemicals:** bictegravir (PubChem CID 90311989), emtricitabine (PubChem CID 60877), tenofovir alafenamide (PubChem CID 461543), dolutegravir (PubChem CID 54726191), lamivudine (PubChem CID 60825), abacavir (PubChem CID 441300)

## Full-text entities

- **Genes:** CD14 (CD14 molecule) [NCBI Gene 929], VCAM1 (vascular cell adhesion molecule 1) [NCBI Gene 7412] {aka CD106, INCAM-100}, CD40 (CD40 molecule) [NCBI Gene 958] {aka Bp50, CDW40, TNFRSF5, p50}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, SELP (selectin P) [NCBI Gene 6403] {aka CD62, CD62P, GMP140, GRMP, LECAM3, PADGEM}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, TNFRSF1A (TNF receptor superfamily member 1A) [NCBI Gene 7132] {aka CD120a, FPF, TBP1, TNF-R, TNF-R-I, TNF-R55}, LEP (leptin) [NCBI Gene 3952] {aka LEPD, OB, OBS}, SELE (selectin E) [NCBI Gene 6401] {aka CD62E, ELAM, ELAM1, ESEL, LECAM2, selectin-e}, IL7 (interleukin 7) [NCBI Gene 3574] {aka IL-7, IMD130}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347] {aka GDCF-2, HC11, HSMCR30, MCAF, MCP-1, MCP1}, CD163 (CD163 molecule) [NCBI Gene 9332] {aka M130, MM130, SCARI1}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, ADIPOQ (adiponectin, C1Q and collagen domain containing) [NCBI Gene 9370] {aka ACDC, ACRP30, ADIPQTL1, ADPN, APM-1, APM1}, FABP2 (fatty acid binding protein 2) [NCBI Gene 2169] {aka FABPI, I-FABP}, LBP (lipopolysaccharide binding protein) [NCBI Gene 3929] {aka BPIFD2}, CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, ICAM1 (intercellular adhesion molecule 1) [NCBI Gene 3383] {aka BB2, CD54, P3.58}
- **Diseases:** SARS-CoV-2 infection (MESH:D000086382), infections (MESH:D007239), HIV (MESH:D015658), infectious conditions (MESH:D003141), PLWH (MESH:C000719191), systemic (MESH:D015619), endothelial and vascular dysfunction (MESH:D014652), diabetes mellitus (MESH:D003920), inflammatory damage (MESH:D018746), hepatitis B or C coinfection (MESH:D006509), chronic systemic inflammation (MESH:D007249), metabolic dysregulation (MESH:D021081), HIV-related diseases (MESH:D016263), AIDS (MESH:D000163)
- **Chemicals:** DTG/3TC (-), ABC (MESH:C106538), tryptophan (MESH:D014364), alcohol (MESH:D000438), BIC (MESH:C100119), kynurenic acid (MESH:D007736), EVG (MESH:C509700), BIC (MESH:C000620396), raltegravir (MESH:D000068898), tenofovir alafenamide (MESH:C442442), PI (MESH:D010716), kynurenine (MESH:D007737), ABC/3TC (MESH:C492871), QA (MESH:D017378), DTG (MESH:C562325), 3TC (MESH:D019259)
- **Species:** Homo sapiens (human, species) [taxon 9606], Human immunodeficiency virus 1 (no rank) [taxon 11676]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12915926/full.md

## References

53 references — full list in the complete paper: https://tomesphere.com/paper/PMC12915926/full.md

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Source: https://tomesphere.com/paper/PMC12915926