Evidence map›Paper›PMID 41782881›Full record

ArticleFrontiers in immunology2026

Identification of plasma inflammatory biomarkers for Alzheimer's disease reveals IFN-γ as a regulator of ACSL1-mediated microglia phenotype.

Ronghua Huang, Bing-Biao Lin, Zhijie Lu, Yixuan Hao, Chenrui Li, Zixian Lin, Yingjie Zhang, Naili Wei, Jian Chen

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. Review
  2. BAG2 Condensates Couple Proteostasis to CD8bioRxiv : the preprint server for biology · 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

9 authors.

Ronghua Huang *Department of Neurosurgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Bing-Biao Lin *Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Zhijie LuDepartment of Neurosurgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Yixuan HaoDepartment of Neurosurgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Chenrui LiDepartment of Neurosurgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Zixian LinDepartment of Obstetrics, Rongcheng Women Infant Health Care Hospital, Jieyang, Guangdong, China.
Yingjie ZhangDepartment of Rehabilitation, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Naili WeiDepartment of Neurosurgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.
Jian ChenDepartment of Neurosurgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The identification of plasma biomarkers for the diagnosis of Alzheimer's disease (AD) has been a longstanding research priority; however, few plasma biomarkers have yet been implemented in routine clinical practice. Methods: This study enrolled 141 participants, including 71 patients with AD, 44 individuals with mild cognitive impairment, and 28 cognitively healthy controls (HC). A total of 16 plasma inflammatory proteins were quantified using multiplex liquid-chip assays, and APOE genotyping was performed. The diagnostic utility of plasma proteins was assessed using the least absolute shrinkage and selection operator (LASSO) with nested cross-validation. Results: Patients with AD exhibited marked alterations in plasma inflammatory profiles, with elevated levels of IFN-γ, IL-33, and IL-18, and reduced levels of IL-7 and CCL11. Integrating inflammatory markers with clinical variables and APOE genotype substantially improved discrimination between AD and HC, increasing the area under the ROC curve from 0.863 to 0.953. Among all biomarkers, IFN-γ emerged as the most informative predictor and was significantly elevated in AD patients carrying the APOE ϵ4 allele. Analyses of single-nucleus RNA sequencing data further revealed pronounced enrichment of IFN-γ signaling in APOE4/4 AD-associated lipid droplet-accumulating microglia (LDAM), defined by high ACSL1 expression. Notably, IFN-γ stimulation enhanced ACSL1 expression in ApoE4-overexpressing HMC3 microglial cells. Conclusion: These findings provide a new perspective on the involvement of plasma inflammatory markers for AD diagnosis, and suggest a novel link between IFN-γ and APOE ϵ4-associated AD risk through modulating the ACSL1-driven pathogenic LDAM phenotype.

Indexed as

Alzheimer DiseaseBiomarkersInterferon-gammaMicrogliaAgedAged, 80 and overApolipoprotein E4FemaleGenotypeHumansMalePhenotypeApolipoprotein E4BiomarkersInterferon-gammaAlzheimer’s diseaseAPOEbiomarkerIFN-gammainflammation

Identifiers

PMID41782881
PMCPMC12953125

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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.