Evidence map›Paper›PMID 41789069›Full record

ArticleFrontiers in immunology2026

Identification of immune-mediated aging genes associated with cervical spondylosis through single-cell eQTL Mendelian randomization.

Zuozhong Liu, Haitao Xu

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 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. 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

2 authors.

Zuozhong LiuDepartment of Orthopedics, The Affiliated Yongchuan Hospital of Chongqing Medical University, Chongqing, China.
Haitao XuDepartment of Orthopedics, The Affiliated Yongchuan Hospital of Chongqing Medical University, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cervical spondylosis (CS) is an age-related degenerative spinal disorder with increasing evidence linking its pathogenesis to immune aging. The genetic mechanisms connecting immune dysregulation to CS remain largely undefined. Methods: We integrated GWAS data from 484,598 individuals with single-cell eQTL profiles across 14 immune cell types, using Mendelian randomization (MR) and Bayesian colocalization to identify genes whose cell-type-specific expression causally influences CS risk. Entropy analysis quantified lineage specificity of MR effects. Functional enrichment, drug-gene interaction mapping, and protein-protein interaction (PPI) network construction were used for target prioritization. Validation was performed using qPCR and ELISA in CS patient serum and 5-Aminosalicylic Acid (5-ASA) treatment in HUT78 T cells. Results: A total of 118 genes exhibited suggestive or potential causal associations with CS, primarily enriched in CD4 Conclusion: This study reveals immune cell-specific genetic regulators linking immune aging to cervical spondylosis and identifies 5-ASA as a candidate therapeutic agent. Our single-cell MR framework offers novel insights into immunogenetic mechanisms driving age-related spinal degeneration and highlights actionable targets for translational research.

Indexed as

AgingQuantitative Trait LociSpondylosisFemaleGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMendelian Randomization AnalysisPolymorphism, Single NucleotideSingle-Cell Analysis5-aminosalicylicacidcervical spondylosisimmunosenescenceMendelian randomizationT cell

Identifiers

PMID41789069
PMCPMC12956539

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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.