Evidence map›Paper›PMID 41816922›Full record

ArticleAlzheimer's & dementia : the journal of the Alzheimer's Association2026

Plasma inflammatory biomarker profiles across the Alzheimer's disease spectrum in the Bio-Hermes cohort.

Zain Hussain, Dominic Ng, Samuel Leighton, Fani Deligianni, Craig Ritchie, Jonathan Cavanagh

Abstract read
In one paragraph

Article in Alzheimer's & dementia : the journal of the Alzheimer's Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Plasma inflammatory biomarker profiles across the Alzheimer's disease spectrum in the Bio-Hermes cohort.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
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

6 authors.

Zain HussainCollege of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, UK.ORCID 0000-0002-0559-8289
Dominic NgCentre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, Scotland, UK.
Samuel LeightonCollege of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, UK.
Fani DeligianniSchool of Computing Science, University of Glasgow, Glasgow, Scotland, UK.
Craig RitchieScottish Brain Sciences, Edinburgh, Scotland, UK.
Jonathan CavanaghCollege of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionInflammation contributes to Alzheimer's disease (AD), but its stage-specific and amyloid-dependent patterns remain unclear.

methodsWe analyzed 964 participants from the Bio-Hermes cohort (cognitively normal [CN] = 404, mild cognitive impairment [MCI] = 302, mild AD = 258). Plasma levels of 32 cytokines, neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) were quantified alongside core AD biomarkers. Associations with cognition, amyloid, apolipoprotein E (APOE) ε4, and clinical outcomes were assessed using analysis of covariance, partial correlations, and regression models.

resultsTwenty-four cytokines, NfL, and GFAP differed across cognitive groups. Amyloid stratification revealed a core amyloid-independent profile (14 cytokines + NfL) and a broader amyloid-specific profile including GFAP, interleukin (IL)-1β, and IL-18, implicating microglial inflammasome and astrocytic activation. Stage-dependent patterns suggested inflammation may act as early driver, concurrent process, or late amplifier. Paradoxical associations (e.g., eotaxin-2, IL-2R with better memory) and APOE ε4-linked immune differences indicated context-dependent roles. DISCUSSION: This exploratory study reveals biologically plausible, inflammatory heterogeneity in AD and highlights plasma cytokine profiles as candidate biomarkers and therapeutic targets, warranting investigation.

Indexed as

Alzheimer DiseaseCognitive DysfunctionCytokinesInflammationAgedAmyloid beta-PeptidesApolipoprotein E4BiomarkersCohort StudiesFemaleGlial Fibrillary Acidic ProteinHumansMaleNeurofilament ProteinsAmyloid beta-PeptidesApolipoprotein E4BiomarkersCytokinesGFAP protein, humanGlial Fibrillary Acidic Proteinneurofilament protein LNeurofilament ProteinsAlzheimer's diseaseamyloidAPOE ε4biomarkerscytokinesinflammation

Identifiers

PMID41816922
PMCPMC13093584

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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.