Evidence mapPaperPMID 42071849Full record

ArticleMedicine2026

Integrative Mendelian randomization reveals the mediating role of immune cell traits in the causal pathway from gene expression to neonatal bacterial sepsis.

Jing Liang, Rong Wei, Wei Yi, Junchang Chen, Dongxiao Li, Lin Xiao, Qiuru Lai, Qiuting Fang, Jibao Lü, Yingcai Wei and 2 more

Abstract read
In one paragraph

Article in Medicine, 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

12 authors.

Jing LiangGuangxi University of Chinese Medicine, Nanning, Guangxi, China.ORCID 0009-0000-4630-776
Rong WeiDepartment of Pediatrics, Maternal and Child Health Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China.
Wei YiGuangxi University of Chinese Medicine, Nanning, Guangxi, China.
Junchang ChenGraduate School, Guangxi University of Chinese Medicine, and Guangxi International Zhuang Medicine Hospital, Nanning, Guangxi, China.
Dongxiao LiGraduate School, Guangxi University of Chinese Medicine, and Guangxi International Zhuang Medicine Hospital, Nanning, Guangxi, China.
Lin XiaoDepartment of Pain, Affiliated International Zhuang Medicine Hospital of Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Qiuru LaiGraduate School, Guangxi University of Chinese Medicine, and Guangxi International Zhuang Medicine Hospital, Nanning, Guangxi, China.
Qiuting FangGraduate School, Guangxi University of Chinese Medicine, and Guangxi International Zhuang Medicine Hospital, Nanning, Guangxi, China.
Jibao LüAffiliated International Zhuang Medicine Hospital of Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Yingcai WeiAffiliated International Zhuang Medicine Hospital of Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Jiaquan YuanAffiliated International Zhuang Medicine Hospital of Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Junhong GanGraduate School, Guangxi University of Chinese Medicine, and Guangxi International Zhuang Medicine Hospital, Nanning, Guangxi, China.ORCID 0009-0003-6082-6808

Funding

Guangxi High-Level Key Discipline Construction Project of Traditional Chinese Medicine Project Code: 2024016-02-04Guangxi Key Cultivation Discipline Construction Project of Traditional Chinese Medicine Grant No. GZXK-Z-20-3Self-Funded Research Project of Guangxi Administration of Traditional Chinese Medicine Grant No. GXZYA20250084
6 · The paper itself

Abstract

Neonatal bacterial sepsis (NBS) remains a major global burden. Although immune dysfunction is central to its pathogenesis, the causal contribution of specific immune cell phenotypes and their upstream genetic regulation is unclear. This study aimed to test whether genetically predicted gene expression influences NBS risk through immune cell traits using an integrative two-step Mendelian randomization (MR) mediation framework. We combined eQTLGen whole-blood expression quantitative trait loci (n ≈ 30,000), genome-wide association study of 731 immune traits (Sardinian cohort, n ≈ 3757), and FinnGen R12 NBS summary statistics (P16_BACTERIAL_SEPSIS_NEWBO; 203 cases, 499,933 controls). Instruments met genome-wide significance, stringent linkage disequilibrium clumping, and F-statistic >10. Primary analyses used inverse-variance weighted MR, with MR-Egger and weighted median as sensitivity analyses. Mediation was estimated as the product of effects. Colocalization (coloc; summary-data-based Mendelian randomization-heterogeneity in dependent instruments) was used to evaluate shared causal variants. Heterogeneity (Cochran Q), MR-Egger intercepts, leave-one-out, and reverse MR were performed. We identified 147 gene expressions and 23 immune traits associated with NBS after false discovery rate correction. Two-step MR yielded multiple gene-immune-NBS mediation chains, with CD28-related T-cell phenotypes consistently prominent. The TRPM4 → CD28 on double-negative T cells → NBS pathway showed the largest mediation proportion (~40.54%) and remained directionally consistent across sensitivity tests. Several colocalized signals (e.g., DBF4B, SNCA, SYCE1L) supported shared variants with immune traits; however, not all corresponding mediation paths passed heterogeneity/sensitivity checks, and are therefore interpreted as suggestive rather than definitive. Associations involving CD64 on monocyte subsets were not robust across sensitivity analyses and were not retained as primary findings. Reverse MR did not indicate feedback from NBS liability to the immune traits prioritized in forward analyses. Genetically informed immune phenotypes (particularly CD28-related T-cell features and the broader CD8bright/regulatory T cell axis) appear to partly mediate the effect of gene expression on NBS susceptibility. Colocalized mediation signals provide supportive, hypothesis-generating evidence but require cautious interpretation given sensitivity/heterogeneity findings. These results motivate neonatal-specific validation and functional studies to refine mechanistic targets for risk stratification.

Indexed as

Gene ExpressionMendelian Randomization AnalysisNeonatal SepsisGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansInfant, NewbornQuantitative Trait Locicolocalizationgene expressionimmune cell traitsmediationMendelian randomizationneonatal sepsis

Identifiers

PMID42071849
PMCPMC13124360

What Socratic holds

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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 Socratic graph.