Evidence map›Paper›PMID 41939870›Full record

ArticleFrontiers in immunology2026

A conserved monocyte activation program links brain injury to systemic immune adaptation and clinical outcomes.

Abderrahmane Sadek, Melanie Petrier, Cynthia Fourgeux, Martin Braud, Victor Gourain, Marwan Bouras, Cecile Poulain, Mohieddine Moumni, Antoine Roquilly, Jeremie Poschmann

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Abderrahmane SadekNantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes, France.
Melanie PetrierNantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes, France.
Cynthia FourgeuxNantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes, France.
Martin BraudNantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes, France.
Victor GourainNantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes, France.
Marwan BourasService d'Anesthesie Réanimation, Institut de Recherche en Santé 2 Nantes Biotech, Nantes Université, CHU Nantes, Nantes, France.
Cecile PoulainService d'Anesthesie Réanimation, Institut de Recherche en Santé 2 Nantes Biotech, Nantes Université, CHU Nantes, Nantes, France.
Mohieddine MoumniBiotechnology and Bioresources Valorization Laboratory, Biology Department, Faculty of Sciences, Moulay Ismail University, Meknes, Morocco.
Antoine RoquillyNantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes, France.
Jeremie PoschmannNantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rationale: Systemic immune dysregulation after traumatic brain injury (TBI) contributes to secondary complications and influences long-term recovery, yet the cellular and molecular dynamics remain incompletely understood. Objectives: To characterize longitudinal immune responses following TBI and identify conserved transcriptional programs linked to clinical outcomes and mechanistically regulated monocyte states with potential prognostic and therapeutic significance. Methods: We conducted longitudinal transcriptomic profiling of PBMCs from TBI patients (n =65 samples) at Day 1, Day 7, and Month 6 post-injury, alongside healthy controls (n =24). Cell type composition was assessed using computational deconvolution and validated by flow cytometry. Gene co-expression networks were constructed to identify temporally dynamic immune signatures. Monocyte-specific metabolic activity was inferred using genome-scale metabolic modeling and confirmed by plasma metabolite quantification. Genome-wide chromatin state was assessed by H3K27ac ChIP-sequencing in CD14 Main results: TBI patients showed a transient increase in circulating monocytes at Day 1 and Day 7, returning to baseline by Month 6. Weighted gene co-expression analysis identified a data-driven monocyte-associated co-expression module (Yellow module) that dominated early responses and tracked with monocyte abundance. This module was conserved in sorted CD14 Conclusions: TBI induces a prognostically informative, monocyte-enriched transcriptional program marked by inflammatory and metabolic reprogramming. This epigenetically regulated state is conserved across critical illness, correlates with patient outcomes, and identifies PU.1 as a key regulator of monocyte activation. These findings support the Yellow module as a candidate biomarker for risk stratification and a mechanistic link between brain injury and systemic immune adaptation.

Indexed as

Brain Injuries, TraumaticMonocytesAdaptation, PhysiologicalAdultFemaleGene Expression ProfilingHumansMaleMiddle AgedTranscriptomeYoung Adultinflammationmonocytestranscriptomicstraumatic brain injuryWGCNA (weighted gene co- expression network analyses)

Identifiers

PMID41939870
PMCPMC13043442

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Registered trials

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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.