Evidence map›Paper›PMID 40462656›Full record

ArticleBrain and behavior2025

Exploring the Causal Association Between 91 Circulating Inflammatory Proteins and Neurodegenerative Diseases: A Bidirectional Two-Sample Mendelian Randomization and Bioinformatics Analysis.

Ziwei Gong, Rong Cao, Hong Zhu

Abstract read
In one paragraph

Article in Brain and behavior, 2025. 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

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2 · The registry

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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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

3 authors.

Ziwei GongDepartment of Neurology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China.ORCID https://orcid.org/0000-0002-6680-6512
Rong CaoDepartment of Cardiology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China.
Hong ZhuDepartment of Cardiovascular Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China.

Funding

Natural Science Foundation of Hunan Province 2025JJ70054
6 · The paper itself

Abstract

backgroundCirculating inflammatory proteins play a significant role in the pathogenesis of neurodegenerative diseases (NDDs). However, the precise causal relationship and the underlying mechanisms of their interaction remain elusive.

methodsGenome-wide association study (GWAS) data for 91 circulating inflammatory proteins were obtained from the GWAS Catalog. Additionally, GWAS data for Parkinson's disease (PD), Alzheimer's disease (AD), amyotrophic lateral sclerosis (ALS), multiple sclerosis (MS), and ischemic stroke (IS) were acquired from the IEU Open GWAS Project. Four Mendelian randomization (MR) methods were employed to analyze causal effects, accompanied by sensitivity and pleiotropy analyses. Expression quantitative trait loci (eQTL) analyses for CD40 and MS-associated SNPs were performed. Transcriptomic data from the peripheral blood of MS patients were used to identify differentially expressed genes (DEGs) in relapsing-remitting MS (RRMS). RRMS patients were divided into two subgroups (C1 and C2) based on CD40 expression levels for comparative analysis. A single gene set enrichment analysis (GSEA) was conducted to investigate potential molecular mechanisms through which CD40 influences MS.

resultsMR analyses indicated that CD40 ligand receptor (CD40) is associated with a reduced risk of MS (OR, 0.78; 95% CI, 0.72-0.84; P

conclusionCD40 may exert neuroprotective effects in MS patients via diverse cellular and molecular pathways, potentially representing a novel target for MS intervention.

Indexed as

Neurodegenerative DiseasesAlzheimer DiseaseAmyotrophic Lateral SclerosisCD40 AntigensComputational BiologyGenome-Wide Association StudyHumansInflammationMendelian Randomization AnalysisMultiple SclerosisParkinson DiseasePolymorphism, Single NucleotideQuantitative Trait LociCD40 AntigensCD40circulating inflammatory proteinsMendelian randomizationmultiple sclerosisneurodegenerative diseasestranscriptome sequencing

Identifiers

PMID40462656
PMCPMC12134489

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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.