# Persistent CD8+ T cell-driven immune dysregulation despite normalized CD4+ T cell recovery in ART-treated people living with HIV

**Authors:** Yiyao Hu, Lingyun Ge, Yun He, Xiaorui Li, Yinsong Luo, Hui Wu, Jiayi He, Chao Zhang, Jiaye Liu

PMC · DOI: 10.3389/fimmu.2026.1735779 · Frontiers in Immunology · 2026-02-09

## TL;DR

Some HIV patients on ART show ongoing immune issues due to high CD8+ T cells, even with normal CD4+ T cells, indicating chronic inflammation and incomplete recovery.

## Contribution

Identifies a distinct immune state driven by persistent CD8+ T cell activation in ART-treated HIV patients with normalized CD4+ T cells.

## Key findings

- CSA group showed elevated CD8+ T cells and inverted CD4/CD8 ratios despite CD4+ recovery.
- CSA group had increased senescent CD8+ T cells and reduced regulatory T cells with specific marker downregulation.
- Elevated inflammatory biomarkers and pro-inflammatory gene expression were observed in the CSA group.

## Abstract

Despite successful antiretroviral therapy (ART) that restores CD4+ T cell counts and reduces HIV viral loads to undetectable levels, a substantial proportion of people living with HIV (PLWH) exhibit persistent CD4/CD8 ratio inversion. This abnormal ratio is primarily driven by sustained CD8+ T cell expansion and reflects a state of chronic immune dysregulation and incomplete immune recovery. However, cellular and molecular mechanisms underlying this discordant immune state remain poorly understood.

We analyzed longitudinal data of 5,416 ART-treated PLWH from Shenzhen Third People’s Hospital, identifying distinct CD8+ T cell trajectory groups using group-based trajectory modeling. We compared those with chronic stable activation (CSA group) versus those with immune modulation recovery (IMR group) using CyTOF-based immunophenotyping, bulk RNA sequencing, and plasma biomarker profiling.

Both IMR and CSA groups achieved CD4+ T cell recovery, but CSA group exhibited persistently elevated CD8+ T cells and inverted CD4/CD8 ratios. The CSA group displayed a marked expansion of senescent and activated CD8+ T cell subsets and diminished regulatory T cells, characterized by decreased expression of CD196, CD95, and CD27. Bulk RNA sequencing revealed upregulation of interferon-stimulated genes, chemokine signaling pathways and pro-inflammatory transcriptional programs. Consistently, systemic levels of key inflammatory mediators, including IP-10, MCP-1, and soluble CD163, were significantly elevated in the CSA group.

Persistent CD8+ T cell activation reflects a distinct immunological state marked by CD4/CD8 ratio inversion, cell senescence, exhaustion, and systemic inflammation. This immune profile may help identify individuals who warrant closer immunological monitoring for non-AIDS complications and may inform future studies aimed at modulating CD8+ T cell-driven immune dysregulation to improve long-term immune restoration.

## Linked entities

- **Proteins:** CCR6 (C-C motif chemokine receptor 6), FAS (Fas cell surface death receptor), CD27 (CD27 molecule)
- **Chemicals:** IP-10 (PubChem CID 135418368)

## Full-text entities

- **Genes:** Interleukin-6 [NCBI Gene 100628202], ICOS (inducible T cell costimulator) [NCBI Gene 29851] {aka AILIM, CD278, CVID1}, ITGAX (integrin subunit alpha X) [NCBI Gene 3687] {aka CD11C, SLEB6}, IL15 (interleukin 15) [NCBI Gene 3600] {aka IL-15}, ITGAM (integrin subunit alpha M) [NCBI Gene 3684] {aka CD11B, CR3A, HNA-4, MAC-1, MAC1A, MO1A}, TLR3 (toll like receptor 3) [NCBI Gene 7098] {aka CD283, IIAE2, IMD83}, CRP (C-reactive protein) [NCBI Gene 100620468], ERCC8 (ERCC excision repair 8, CSA ubiquitin ligase complex subunit) [NCBI Gene 1161] {aka CKN1, CSA, UVSS2}, FOXP3 (forkhead box P3) [NCBI Gene 50943] {aka AIID, DIETER, IPEX, JM2, PIDX, XPID}, CD19 (CD19 molecule) [NCBI Gene 930] {aka B4, CVID3}, CD27 (CD27 molecule) [NCBI Gene 939] {aka S152, S152. LPFS2, T14, TNFRSF7, Tp55}, CXCR5 (C-X-C motif chemokine receptor 5) [NCBI Gene 643] {aka BLR1, CD185, MDR15}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, CXCR1 (C-X-C motif chemokine receptor 1) [NCBI Gene 3577] {aka C-C, C-C-CKR-1, CD128, CD181, CDw128a, CKR-1}, CD4 (CD4 molecule) [NCBI Gene 404704], CD163 (CD163 molecule) [NCBI Gene 397031], IFNA1 (interferon alpha 1) [NCBI Gene 3439] {aka IFL, IFN, IFN-ALPHA, IFN-alphaD, IFNA13, IFNA@}, IL16 (interleukin 16) [NCBI Gene 3603] {aka LCF, NIL16, PRIL16, prIL-16}, CCR6 (C-C motif chemokine receptor 6) [NCBI Gene 1235] {aka BN-1, C-C CKR-6, CC-CKR-6, CCR-6, CD196, CKR-L3}, FABP2 (fatty acid binding protein 2) [NCBI Gene 2169] {aka FABPI, I-FABP}, CCR7 (C-C motif chemokine receptor 7) [NCBI Gene 396663], IFNB1 (interferon beta 1) [NCBI Gene 3456] {aka IFB, IFF, IFN-beta, IFNB}, IL6 (interleukin 6) [NCBI Gene 399500] {aka IL-6}, IL7R (interleukin 7 receptor) [NCBI Gene 3575] {aka CD127, CDW127, IL-7R-alpha, IL-7Ralpha, IL7RA, IL7Ralpha}, IL2RA (interleukin 2 receptor subunit alpha) [NCBI Gene 3559] {aka CD25, IDDM10, IL2R, IMD41, TCGFR, p55}, LRP1 (LDL receptor related protein 1) [NCBI Gene 4035] {aka A2MR, APOER, APR, CD91, DDH3, IGFBP-3R}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, CD33 (CD33 molecule) [NCBI Gene 945] {aka CD33rSiglec, SIGLEC-3, SIGLEC3, p67}, IL3RA (interleukin 3 receptor subunit alpha) [NCBI Gene 3563] {aka CD123, IL-3R-alpha, IL3R, IL3RAY, IL3RX, IL3RY}, PTPRC (protein tyrosine phosphatase receptor type C) [NCBI Gene 5788] {aka B220, CD45, CD45R, GP180, IMD105, L-CA}, PPARA (peroxisome proliferator activated receptor alpha) [NCBI Gene 5465] {aka NR1C1, PPAR, PPAR-alpha, PPARalpha, hPPAR}, ENTPD1 (ectonucleoside triphosphate diphosphohydrolase 1) [NCBI Gene 953] {aka ATP-DPH, ATPDase, CD39, NTPDase-1, SPG64}, CXCL10 (C-X-C motif chemokine ligand 10) [NCBI Gene 3627] {aka C7, IFI10, INP10, IP-10, SCYB10, crg-2}, CCR5 (C-C motif chemokine receptor 5) [NCBI Gene 1234] {aka CC-CKR-5, CCCKR5, CCR-5, CD195, CKR-5, CKR5}, CRP (C-reactive protein, pentraxin-related) [NCBI Gene 396842] {aka PTX1}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, CCR7 (C-C motif chemokine receptor 7) [NCBI Gene 1236] {aka BLR2, CC-CKR-7, CCR-7, CD197, CDw197, CMKBR7}, CCR2 (C-C motif chemokine receptor 2) [NCBI Gene 729230] {aka CC-CKR-2, CCR-2, CCR2A, CCR2B, CD192, CKR2}, CD163 (CD163 molecule) [NCBI Gene 9332] {aka M130, MM130, SCARI1}, PECAM1 (platelet and endothelial cell adhesion molecule 1) [NCBI Gene 5175] {aka CD31, CD31/EndoCAM, GPIIA', PECA1, PECAM-1, endoCAM}, PDCD1 (programmed cell death 1) [NCBI Gene 100533201], CXCR3 (C-X-C motif chemokine receptor 3) [NCBI Gene 2833] {aka CD182, CD183, CKR-L2, CMKAR3, GPR9, IP10-R}, CD3E (CD3 epsilon subunit of T-cell receptor complex) [NCBI Gene 397455] {aka CD3}, CD14 (CD14 molecule) [NCBI Gene 929], CD14 [NCBI Gene 100620530], NCAM1 (neural cell adhesion molecule 1) [NCBI Gene 4684] {aka CD56, MSK39, NCAM}, FAS (Fas cell surface death receptor) [NCBI Gene 355] {aka ALPS1A, APO-1, APT1, CD95, FAS1, FASTM}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347] {aka GDCF-2, HC11, HSMCR30, MCAF, MCP-1, MCP1}
- **Diseases:** systemic (MESH:D015619), viremia (MESH:D014766), CMV (MESH:D003586), PLWH (MESH:C000719191), AIDS (MESH:D000163), chronic (MESH:D002908), non- (MESH:C580335), systemic lupus erythematosus (MESH:D008180), CD8+ T cell dysregulation (MESH:C563824), HIV (MESH:D015658), immune dysregulation (OMIM:614878), viral infections (MESH:D014777), immunodeficiencies (MESH:D007153), liver disease (MESH:D008107), chronic inflammation (MESH:D007249), XL (MESH:D000080345), cytotoxicity (MESH:D064420), immune (MESH:D007154), AIDS-defining cancers (MESH:D009369), immune reconstitution failure (MESH:D051437), cardiovascular disease (MESH:D002318)
- **Chemicals:** 3TC (MESH:D019259), DTG (MESH:C562325), chloroform (MESH:D002725), D4T (MESH:D018119), lipid (MESH:D008055), paraformaldehyde (MESH:C003043), EFV (MESH:C098320), water (MESH:D014867), ethanol (MESH:D000431), tenofovir alafenamide (MESH:C442442), CSA (MESH:D016572), TDF (MESH:D000068698), AZT (MESH:D015215), trypan blue (MESH:D014343), EQ (-), metal (MESH:D008670), cisplatin (MESH:D002945), lopinavir/ritonavir (MESH:C558899), NVP (MESH:D019829), EVG (MESH:C509700)
- **Species:** Hepatitis B virus (no rank) [taxon 10407], Human immunodeficiency virus 1 (no rank) [taxon 11676], Human immunodeficiency virus (species) [taxon 12721], hepatitis C virus [taxon 11103], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** S2 — Drosophila melanogaster (Fruit fly), Spontaneously immortalized cell line (CVCL_Z232)

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12926161/full.md

## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12926161/full.md

## References

54 references — full list in the complete paper: https://tomesphere.com/paper/PMC12926161/full.md

---
Source: https://tomesphere.com/paper/PMC12926161