# Immune Checkpoint Signatures Reveal Stage-Specific Biomarkers for High-Activity Multiple Sclerosis

**Authors:** MariPaz López-Molina, Gabriel Torres Iglesias, Laura Vidal, Nerea Díaz Gamero, Álvaro Sánchez-Pascual, Beatriz Chamorro, Roberto Lozano-Rodríguez, Gonzalo Sáenz de Santa María-Diez, Julia del Prado-Montero, Eduardo López-Collazo, Exuperio Díez-Tejedor, Fernando Laso-García, María Gutiérrez-Fernández, Laura Otero-Ortega

PMC · DOI: 10.3390/ijms27041907 · International Journal of Molecular Sciences · 2026-02-16

## TL;DR

This study identifies immune biomarkers that can distinguish patients with highly active multiple sclerosis at different disease stages, helping guide treatment decisions.

## Contribution

The study introduces stage-specific immune checkpoint signatures for early and refractory multiple sclerosis, enabling tailored therapeutic strategies.

## Key findings

- Early-stage HAMS is marked by reduced HVEM on Th cells, while refractory disease shows reduced CD28 on naïve regulatory and CD8+ T cells.
- Disability progression correlates with elevated HVEM on monocytes and decreased CD70 on NK cells.
- CD28 on terminal CD8+ T cells and HVEM on plasmablasts predict progression, while PD-1 on memory Th cells indicates clinical stability.

## Abstract

The early identification of patients with highly active multiple sclerosis (HAMS) is crucial for guiding therapeutic decisions and initiating high-efficacy treatment strategies. This study aimed to characterize peripheral immune profiles that can distinguish between patients who are candidates for intensive therapy at disease onset and in later stages. Using spectral flow cytometry, we identified distinct immune signatures to differentiate early-stage patients from those with refractory, long-standing disease. In newly diagnosed individuals, decreased herpesvirus entry mediator (HVEM) expression on effector T helper (Th) cells distinguished HAMS from non HAMS cases. In contrast, patients with therapeutic resistance exhibited reduced CD28 expression on naïve regulatory and CD8+ T cells. Disability progression was associated with elevated HVEM on classical monocytes, decreased CD70 on CD56bright natural killer cells (NK), and lower programmed cell death protein 1 (PD-1) expression on memory Th cells. Notably, CD28 expression on terminal effector CD8+ T cells and HVEM levels on plasmablasts emerged as strong predictors of progression independent of relapse activity, while higher PD-1 memory Th cell frequencies predicted clinical stability. This study identifies two panels of immune biomarkers: one distinguishing candidates for early high-efficacy intervention, and another defining patients with refractory disease. The immunological landscape of HAMS evolves across disease stages. In addition, we defined progression-associated markers detectable at the outset of follow-up, enabling the timely recognition of patients at heightened risk of disability accumulation, discriminating between neurodegeneration-driven and inflammation-driven mechanisms of progression.

## Linked entities

- **Genes:** TNFRSF14 (TNF receptor superfamily member 14) [NCBI Gene 8764], CD28 (CD28 molecule) [NCBI Gene 940], CD70 (CD70 molecule) [NCBI Gene 970], PDCD1 (programmed cell death 1) [NCBI Gene 5133]
- **Diseases:** multiple sclerosis (MONDO:0005301)

## Full-text entities

- **Genes:** CD80 (CD80 molecule) [NCBI Gene 941] {aka B7, B7-1, B7.1, BB1, CD28LG, CD28LG1}, TNFRSF14 (TNF receptor superfamily member 14) [NCBI Gene 8764] {aka ATAR, CD270, HVEA, HVEM, LIGHTR, TR2}, NEFL (neurofilament light chain) [NCBI Gene 4747] {aka CMT1F, CMT2E, CMTDIG, NF-L, NF68, NFL}, CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493] {aka ALPS5, CD, CD152, CELIAC3, CTLA-4, GRD4}, BTLA (B and T lymphocyte associated) [NCBI Gene 151888] {aka BTLA1, CD272}, PTPRC (protein tyrosine phosphatase receptor type C) [NCBI Gene 5788] {aka B220, CD45, CD45R, GP180, IMD105, L-CA}, CD70 (CD70 molecule) [NCBI Gene 970] {aka CD27-L, CD27L, CD27LG, LPFS3, TNFSF7, TNLG8A}, FCGR3A (Fc gamma receptor IIIa) [NCBI Gene 2214] {aka CD16-II, CD16A, FCG3, FCGR3, FCRIIIA, FcGRIIIA}, CD28 (CD28 molecule) [NCBI Gene 940] {aka IMD123, Tp44}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, NCAM1 (neural cell adhesion molecule 1) [NCBI Gene 4684] {aka CD56, MSK39, NCAM}
- **Diseases:** mediated (MESH:C567355), neuronal loss (MESH:D009410), neurological disease (MESH:D020271), autoimmune disease (MESH:D001327), axonal damage (MESH:D001480), Disability (MESH:D009069), Long-Standing Disease (MESH:D000094024), HAMS (MESH:D009103), immune dysregulation (OMIM:614878), neurological deficit (MESH:D009461), antibody (MESH:D007153), neurological damage (MESH:D020196), demyelination (MESH:D003711), inflammation (MESH:D007249), long-term disability (MESH:D000088562), neurodegeneration (MESH:D019636), injury to (MESH:D014947), PIRA (MESH:D020528), RRMS (MESH:D020529), neuroinflammation (MESH:D000090862), CNS damage (MESH:D002493), IC (MESH:D007154)
- **Chemicals:** alcohol (MESH:D000438), BioRender (-)
- **Species:** herpesvirus [taxon 39059], Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12941322/full.md

## References

23 references — full list in the complete paper: https://tomesphere.com/paper/PMC12941322/full.md

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Source: https://tomesphere.com/paper/PMC12941322