Evidence map›Paper›PMID 41935394›Full record

ArticleEndocrine, metabolic & immune disorders drug targets2026

Uncovering Mediating Mechanisms Linking Immune Cells to Systemic Lupus Erythematosus: Insights into Mendelian Randomization.

Zenghui Liu, Lu Kuang, Jiaxing Zhao, Huayu Yin, Xuehui Liu, Dabin Liu, Shaoguo Wu, Limei Wu

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Article in Endocrine, metabolic & immune disorders drug targets, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Zenghui LiuDepartment of Laboratory Medicine, The Affiliated Guangzhou Twelfth People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China.ORCID 0009-0000-1829-1238
Lu KuangDepartment of Laboratory Medicine, The Affiliated Guangzhou Twelfth People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China.
Jiaxing ZhaoDepartment of Laboratory Medicine, The Affiliated Guangzhou Twelfth People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China.
Huayu YinDepartment of Laboratory Medicine, The Affiliated Guangzhou Twelfth People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China.
Xuehui LiuDepartment of Laboratory Medicine, The Affiliated Guangzhou Twelfth People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China.
Dabin LiuDepartment of Laboratory Medicine, The Affiliated Guangzhou Twelfth People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China.
Shaoguo WuDepartment of Laboratory Medicine, The Affiliated Guangzhou Twelfth People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China.
Limei WuDepartment of Laboratory Medicine, The Affiliated Guangzhou Twelfth People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China.ORCID 0000-0002-6162-8331

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionSystemic lupus erythematosus (SLE) involves dysregulated immune cell function, though its exact pathogenic mechanisms remain unclear.

methodsWe performed a two-sample Mendelian randomization (MR) study using extensive GWAS summary statistics, covering 731 immune cell phenotypes, 91 inflammatory proteins, 179 lipid types, 1,400 blood metabolites, and SLE cases. The analysis aimed to evaluate causal associations between these variables and SLE. Additionally, we investigated possible mediating roles of inflammatory proteins, blood lipids, and metabolites through mediation analysis, with various sensitivity tests confirming the reliability of our findings.

resultsWe identified 20 immune cell phenotypes, 3 inflammatory proteins, 3 lipid types, and 17 blood metabolites with significant causal associations with SLE. Mediation analysis revealed that the protective effect of CCR2 on CD62L+ myeloid DCs against SLE was partly mediated by phosphatidylcholine (O-18:1_20:4) (12%) and sterol ester (27:1/20:3) (10.4%). Moreover, sphingomyelin (d18:1/20:0, d16:1/22:0) accounted for 14.7% of the protective effect of CD28 on CD45RA- CD4+ cells, not Treg, against SLE. DISCUSSION: These findings enhance our understanding of disease pathogenesis, indicating that modulating key metabolic pathways and immune regulatory nodes could represent promising therapeutic approaches. However, additional experimental studies are needed to validate these potential causal relationships.

conclusionUsing causal inference approaches, our study identifies immune cell-mediated mechanisms underlying SLE pathogenesis, involving inflammatory proteins, lipids, and metabolites. These findings suggest potential intervention pathways for further mechanistic exploration and therapeutic development.

Indexed as

Inflammation MediatorsLupus Erythematosus, SystemicMendelian Randomization AnalysisGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansPolymorphism, Single NucleotideInflammation MediatorsImmune cellsinflammatory proteinsMendelian randomizationplasma lipidomeplasma metabolitessystemic lupus erythematosus

Identifiers

PMID41935394
PMCPMC13662731

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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.