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

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

PMC · DOI: 10.3389/fimmu.2026.1770509 · Frontiers in Immunology · 2026-02-17

## TL;DR

This study identifies plasma inflammatory biomarkers for Alzheimer’s disease, highlighting IFN-γ as a key player linked to APOE ϵ4 and microglia changes.

## Contribution

The study reveals a novel connection between IFN-γ, APOE ϵ4, and ACSL1-driven microglia in Alzheimer’s disease.

## Key findings

- AD patients showed altered plasma inflammatory profiles with elevated IFN-γ, IL-33, and IL-18.
- IFN-γ was the most informative predictor and was elevated in APOE ϵ4 carriers.
- IFN-γ signaling was enriched in APOE4/4 microglia with high ACSL1 expression.

## Abstract

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.

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.

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.

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.

## Linked entities

- **Genes:** APOE (apolipoprotein E) [NCBI Gene 348], ACSL1 (acyl-CoA synthetase long chain family member 1) [NCBI Gene 2180]
- **Proteins:** IFNG (interferon gamma), IL33 (interleukin 33), IL18 (interleukin 18), IL7 (interleukin 7), CCL11 (C-C motif chemokine ligand 11)
- **Diseases:** Alzheimer’s disease (MONDO:0004975)

## Full-text entities

- **Genes:** APP (amyloid beta precursor protein) [NCBI Gene 351] {aka AAA, ABETA, ABPP, AD1, APPI, CTFgamma}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, TAS2R62P (taste 2 receptor member 62, pseudogene) [NCBI Gene 338399] {aka PS1, T2R62, TAS2R62}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, CD63 (CD63 molecule) [NCBI Gene 967] {aka AD1, HOP-26, ME491, MLA1, OMA81H, Pltgp40}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, CD163 (CD163 molecule) [NCBI Gene 9332] {aka M130, MM130, SCARI1}, SPP1 (secreted phosphoprotein 1) [NCBI Gene 6696] {aka BNSP, BSPI, ETA-1, OPN}, PLP1 (proteolipid protein 1) [NCBI Gene 5354] {aka GPM6C, HLD1, MMPL, PLP, PLP/DM20, PMD}, CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347] {aka GDCF-2, HC11, HSMCR30, MCAF, MCP-1, MCP1}, TREM1 (triggering receptor expressed on myeloid cells 1) [NCBI Gene 54210] {aka CD354, TREM-1}, MBP (myelin basic protein) [NCBI Gene 4155], CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, VWF (von Willebrand factor) [NCBI Gene 7450] {aka F8VWF, VWD}, IRF1 (interferon regulatory factor 1) [NCBI Gene 3659] {aka IMD117, IRF-1, MAR}, APOE (apolipoprotein E) [NCBI Gene 348] {aka AD2, APO-E, ApoE4, LDLCQ5, LPG}, IL33 (interleukin 33) [NCBI Gene 90865] {aka C9orf26, DVS27, IL1F11, NF-HEV, NFEHEV}, CLDN5 (claudin 5) [NCBI Gene 7122] {aka AWAL, BEC1, CPETRL1, TMDVCF, TMVCF}, CCL11 (C-C motif chemokine ligand 11) [NCBI Gene 6356] {aka SCYA11}, DOCK3 (dedicator of cytokinesis 3) [NCBI Gene 1795] {aka MOCA, NEDIDHA, PBP}, ACSL1 (acyl-CoA synthetase long chain family member 1) [NCBI Gene 2180] {aka ACS1, FACL1, FACL2, LACS, LACS1, LACS2}, IL18 (interleukin 18) [NCBI Gene 3606] {aka IGIF, IL-18, IL-1g, IL1F4}, MAPT (microtubule associated protein tau) [NCBI Gene 4137] {aka DDPAC, FTD1, FTDP-17, MAPTL, MSTD, MTBT1}, NAMPT (nicotinamide phosphoribosyltransferase) [NCBI Gene 10135] {aka 1110035O14Rik, PBEF, PBEF1, VF, VISFATIN}, CXCL10 (C-X-C motif chemokine ligand 10) [NCBI Gene 3627] {aka C7, IFI10, INP10, IP-10, SCYB10, crg-2}, IL17A (interleukin 17A) [NCBI Gene 3605] {aka CTLA-8, CTLA8, IL-17, IL-17A, IL17, ILA17}, P2RY13 (purinergic receptor P2Y13) [NCBI Gene 53829] {aka FKSG77, GPCR1, GPR86, GPR94, P2Y13, SP174}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, GFAP (glial fibrillary acidic protein) [NCBI Gene 2670] {aka ALXDRD}, DPYD (dihydropyrimidine dehydrogenase) [NCBI Gene 1806] {aka DHP, DHPDHASE, DPD, DYPD}, SYT1 (synaptotagmin 1) [NCBI Gene 6857] {aka BAGOS, P65, SVP65, SYT}, AQP4 (aquaporin 4) [NCBI Gene 361] {aka MIWC, MLC4, WCH4, hAQP4}, CD74 (CD74 molecule) [NCBI Gene 972] {aka CLIP, DHLAG, HLADG, II, Ia-GAMMA, p33}, IL5 (interleukin 5) [NCBI Gene 3567] {aka EDF, IL-5, TRF}, IL7 (interleukin 7) [NCBI Gene 3574] {aka IL-7, IMD130}, IL13 (interleukin 13) [NCBI Gene 3596] {aka IL-13, P600}, CTRL (chymotrypsin like) [NCBI Gene 1506] {aka CTRL1}, GAPDH (glyceraldehyde-3-phosphate dehydrogenase) [NCBI Gene 2597] {aka G3PD, GAPD, HEL-S-162eP}, GSK3B (glycogen synthase kinase 3 beta) [NCBI Gene 2932], P2RY12 (purinergic receptor P2Y12) [NCBI Gene 64805] {aka ADPG-R, BDPLT8, HORK3, P2T(AC), P2Y(12)R, P2Y(AC)}, CDK5 (cyclin dependent kinase 5) [NCBI Gene 1020] {aka LIS7, PSSALRE}, TSLP (thymic stromal lymphopoietin) [NCBI Gene 85480], CX3CR1 (C-X3-C motif chemokine receptor 1) [NCBI Gene 1524] {aka CCRL1, CMKBRL1, CMKDR1, GPR13, GPRV28, V28}, CST12P (cystatin 12, pseudogene) [NCBI Gene 106478911] {aka Cst, Ctes4, E2}, TREM2 (triggering receptor expressed on myeloid cells 2) [NCBI Gene 54209] {aka AD17, PLOSL2, TREM-2, Trem2a, Trem2b, Trem2c}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, RBFOX3 (RNA binding fox-1 homolog 3) [NCBI Gene 146713] {aka FOX-3, FOX3, HRNBP3, NEUN}
- **Diseases:** HC (MESH:D000067329), DAM (MESH:D004194), neurodegenerative disorder (MESH:D019636), Inflammatory (MESH:D007249), neuroinflammation (MESH:D000090862), AD (MESH:D000544), MCI (MESH:D060825), neurotoxic (MESH:D020258), autoimmune or systemic inflammatory diseases (MESH:D018746), malignancy (MESH:D009369), fatigue (MESH:D005221), stroke (MESH:D020521), neurofibrillary tangles (MESH:D055956), neuronal dysfunction (MESH:D009461), intracranial abnormalities (MESH:D001927), death (MESH:D003643), CL (MESH:D002971), cerebrovascular conditions (MESH:D002561), cerebral infarction (MESH:D002544), dementia (MESH:D003704), amyloid (MESH:C000718787), neuronal death (MESH:D009410), cognitive decline (MESH:D003072), immune dysregulation (OMIM:614878), LDAM (MESH:D011017)
- **Chemicals:** streptomycin (MESH:D013307), nitric oxide (MESH:D009569), SDS (MESH:D012967), penicillin (MESH:D010406), puromycin (MESH:D011691), TBST (-), amino acids (MESH:D000596), polybrene (MESH:D006583), lipid (MESH:D008055), reactive oxygen species (MESH:D017382), PBS (MESH:D007854), polyvinylidene difluoride (MESH:C024865)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Mycoplasma (genus) [taxon 2093], Homo sapiens (human, species) [taxon 9606]
- **Mutations:** rs7412, AUC of 0, rs429358
- **Cell lines:** HEK293T — Homo sapiens (Human), Transformed cell line (CVCL_0063), HMC3 — Homo sapiens (Human), Transformed cell line (CVCL_II76)

## Full text

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## Figures

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## References

46 references — full list in the complete paper: https://tomesphere.com/paper/PMC12953125/full.md

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Source: https://tomesphere.com/paper/PMC12953125