Evidence map›Paper›PMID 41673758›Full record

ArticleJournal of neuroinflammation2026

APOE4-driven T cell dysregulation in Alzheimer's disease: single-cell genomics and Mendelian randomization reveal novel therapeutic targets.

Dongming Zheng, Jian Gu, Jianfei Nao, Miao Sun, Xiaoyu Dong

Abstract read
In one paragraph

Article in Journal of neuroinflammation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Dongming Zheng *Department of Neurology, Shengjing Hospital of China Medical University, No. 39 Huaxiang Road, Tiexi District, Shenyang, 110000, Liaoning, PR China.
Jian Gu *Department of Neurology, Shengjing Hospital of China Medical University, No. 39 Huaxiang Road, Tiexi District, Shenyang, 110000, Liaoning, PR China.
Jianfei Nao *Department of Neurology, Shengjing Hospital of China Medical University, No. 39 Huaxiang Road, Tiexi District, Shenyang, 110000, Liaoning, PR China. 18940256567@163.com.
Miao Sun *Department of Neurology, Shengjing Hospital of China Medical University, No. 39 Huaxiang Road, Tiexi District, Shenyang, 110000, Liaoning, PR China. sunm28@126.com.
Xiaoyu Dong *Department of Neurology, Shengjing Hospital of China Medical University, No. 39 Huaxiang Road, Tiexi District, Shenyang, 110000, Liaoning, PR China. dongxy@sj-hospital.org.

Funding

Natural Science Foundation of Liaoning Province No. 2024-MS-024
6 · The paper itself

Abstract

The ɛ4 allele of the apolipoprotein E gene (APOE4) has been identified as a significant risk factor for late-onset AD. However, the specific genetic differences in T lymphocytes between APOE4 and APOE3 carriers are poorly understood. This study aimed to identify these important genetic distinctions and investigate the causal relationship between these differences and the risk of Alzheimer’s disease (AD), offering insights that could lead to novel treatment approaches. We sequenced single peripheral blood cells from three APOE3 and three APOE4 patients using the BD Rhapsody sequencing technology. We conducted a single-cell locus analysis, explored cell communication and signaling pathways. Finally, we selected CD8 central memory cells (CD8_CM) for differential gene, enrichment, and protein interaction analyses. Mendelian randomization (MR) analysis of expression quantitative trait loci (eQTLs) of differential genes and a genome-wide association study (GWAS) of AD were performed to verify causality and sensitivity. We selected CD8_CM as the primary target and identified 108 differentially expressed genes (DEGs). Through MR analysis, we identified nine genes with causal relationships with AD: ANXA1, BHLHE40, ATP2B4, RUNX3, CD3G, PFN1, AHNAK, C1orf21, and CAPNS1. In the replication phase, based on Wald ratios or the IVW method, the causal relationships of five genes (RUNX3, ATP2B4, C1orf21, AHNAK, and CD3G) with AD were successfully validated in another GWAS dataset. We identified the core role of CD8_CM, yielding 108 DEGs. Our integrative analysis suggests that genetically determined levels of circulating BHLHE40, ANXA1, and RUNX3, may be promising biomarkers for AD and warrant further clinical investigation.

Indexed as

Alzheimer DiseaseApolipoprotein E4GenomicsMendelian Randomization AnalysisT-LymphocytesFemaleGenome-Wide Association StudyHumansMaleSingle-Cell AnalysisApolipoprotein E4Alzheimer’s diseaseAPOE4Mendelian randomizationNeuroinflammationSingle-cell RNA sequencingT cellsTherapeutic targets

Identifiers

PMID41673758
PMCPMC12997709

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 Socratic graph.