# Time-dependent changes in monocyte subsets and gene expression patterns are associated with long-term recovery in patients with ischemic stroke

**Authors:** Juliane Tampé, Emanuela Monni, Yu-Ping Shen, Sara Palma-Tortosa, Emil Brogårdh, Arne Lindgren, Zaal Kokaia

PMC · DOI: 10.21203/rs.3.rs-8980124/v1 · 2026-03-16

## TL;DR

The study shows that changes in monocyte subsets and gene expression over time are linked to recovery in stroke patients, suggesting immune profiling could help predict outcomes.

## Contribution

The study identifies novel immune signatures in monocytes associated with long-term neurological recovery after stroke.

## Key findings

- Low TSPO expression at 24 hours correlates with greater neurological deficit.
- Increased CD91 and CD36 expression is associated with favorable recovery outcomes.
- Higher CCR2, CD11c, and CX3CR1 expression correlates with poorer prognosis.

## Abstract

Post-stroke inflammation is increasingly recognized as a dynamic process that influences neurological recovery. However, how circulating monocyte subsets and their transcriptional programs evolve in relation to long-term functional outcomes in humans remains poorly defined. The objective of this study was to characterize the temporal dynamics of circulating monocyte subsets and their gene-expression profiles after ischemic stroke, and to identify immune signatures associated with neurological recovery, as assessed by longitudinal changes in the NIH Stroke Scale (NIHSS).

Blood samples were collected from 37 patients with ischemic stroke at four time points: 24 hours, 3–5 days, 1 and 3 months after stroke, and from 37 age- and gender-matched control subjects. Monocyte subsets were quantified by flow cytometry. Gene expression profiling of isolated monocytes was performed using Fluidigm, with quantitative transcriptional analysis of immune-related genes. Longitudinal changes in monocyte subtype frequencies and gene expression were assessed, along with associations among immune parameters, sex, and neurological outcomes, to identify recovery-linked immune trajectories.

Total circulating monocyte levels increased during the acute and early subacute phases, with outcome- and sex-dependent differences. Classical monocytes declined at 3 months, whereas intermediate monocytes increased at 3–5 days in patients with favorable recovery.

Gene expression analyses showed early attenuation of inflammatory and costimulatory signaling. Low TSPO expression at 24 hours was associated with greater neurological deficit, as indicated by higher NIHSS, and reduced CD86 and IL-1β expression at 3–5 days was observed in patients with more severe neurological impairment. At 3 months, increased CCR2 expression suggested ongoing monocyte recruitment and persistent immune activity. Increased expression of CD91, CD36, and TGM2 was associated with favorable outcomes, whereas higher expression of CD11c, CCR2, and CX3CR1 was associated with a poorer prognosis. CD91 emerged as a marker associated with greater longitudinal improvement in NIHSS, and CD36 expression in intermediate monocytes revealed a previously unrecognized immune signature linked to recovery in human stroke.

These findings demonstrate that stroke recovery is associated with coordinated, time-dependent reprogramming of circulating monocytes rather than persistent inflammatory activation. Identification of monocyte-based transcriptional signatures associated with functional outcomes supports the potential of immune profiling to improve prognostic stratification and inform future immune-targeted strategies for stroke recovery.

## Linked entities

- **Genes:** TSPO (translocator protein) [NCBI Gene 706], CD86 (CD86 molecule) [NCBI Gene 942], IL1B (interleukin 1 beta) [NCBI Gene 3553], CCR2 (C-C motif chemokine receptor 2) [NCBI Gene 729230], LRP1 (LDL receptor related protein 1) [NCBI Gene 4035], CD36 (CD36 molecule (CD36 blood group)) [NCBI Gene 948], TGM2 (transglutaminase 2) [NCBI Gene 7052], ITGAX (integrin subunit alpha X) [NCBI Gene 3687], CX3CR1 (C-X3-C motif chemokine receptor 1) [NCBI Gene 1524]
- **Diseases:** ischemic stroke (MONDO:1060198)

## Full-text entities

- **Genes:** ITGAX (integrin subunit alpha X) [NCBI Gene 3687] {aka CD11C, SLEB6}, CX3CR1 (C-X3-C motif chemokine receptor 1) [NCBI Gene 1524] {aka CCRL1, CMKBRL1, CMKDR1, GPR13, GPRV28, V28}, CCR2 (C-C motif chemokine receptor 2) [NCBI Gene 729230] {aka CC-CKR-2, CCR-2, CCR2A, CCR2B, CD192, CKR2}, TGM2 (transglutaminase 2) [NCBI Gene 7052] {aka G(h), TG(C), TGC, hTG2, tTG}, TSPO (translocator protein) [NCBI Gene 706] {aka BPBS, BZRP, DBI, IBP, MBR, PBR}, CD86 (CD86 molecule) [NCBI Gene 942] {aka B7-2, B7.2, B70, BU63, CD28LG2, CD86 v6}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, LRP1 (LDL receptor related protein 1) [NCBI Gene 4035] {aka A2MR, APOER, APR, CD91, DDH3, IGFBP-3R}
- **Diseases:** Post-stroke (MESH:D020521), ischemic stroke (MESH:D002544), neurological impairment (MESH:D009422), neurological deficit (MESH:D009461), inflammation (MESH:D007249)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13015582/full.md

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Source: https://tomesphere.com/paper/PMC13015582