Evidence map›Paper›PMID 42698755›Full record

ArticleFrontiers in cell and developmental biology2026

Multi-omics integration reveals TIM-4 as a master regulatory hub of neuroinflammation and neuronal cell death.

Liang Chen, Yan-Yan Li, Li Han, Shiqi Lu

Abstract read
In one paragraph

Article in Frontiers in cell and developmental biology, 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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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Liang Chen *Department of Emergency, the First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.
Yan-Yan Li *Department of Emergency, Minhang Hospital, Fudan University, Shanghai, China.
Li HanDepartment of Gerontology, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Shiqi LuDepartment of Emergency, the First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Traumatic brain injury (TBI) is a leading cause of severe disability, frequently resulting in persistent cognitive dysfunction. Microglial M1/M2 polarization is critically involved in TBI pathogenesis, yet its molecular regulatory mechanisms remain poorly understood. TIM-4, a TIM family member implicated in cerebral ischemia-reperfusion injury, has an unknown function in TBI-particularly regarding its regulation of neuronal death. Methods: We employed a comprehensive multi-omics strategy integrating bulk RNA-seq, publicly available single-cell RNA sequencing (scRNA-seq; GEO: GSE101901), weighted gene co-expression network analysis (WGCNA), quantitative proteomics, phosphoproteomics, and epigenomic profiling (ATAC-seq and H3K27ac ChIP-seq) to systematically investigate TIM-4 in TBI. Functional validation included TIM-4 knockdown experiments, TUNEL apoptosis detection, Golgi staining for dendritic spine analysis, and behavioral assessments. Results: TIM-4 was the most significantly upregulated gene and protein across all omics layers, with expression positively correlated with pro-inflammatory factors and negatively correlated with anti-inflammatory markers. ScRNA-seq revealed TIM-4 upregulation was restricted to activated M1-like microglia, and pseudotime trajectory analysis demonstrated TIM-4-driven M1 polarization. WGCNA identified a TIM-4-associated co-expression module strongly correlated with TBI severity and behavioral outcomes (r = 0.92, p < 0.001). Phosphoproteomics identified TIM-4 Y Conclusion: TIM-4 is established as a critical driver of neuroinflammation-associated neuronal death in TBI, representing a promising therapeutic target for TBI-related cognitive dysfunction.

Indexed as

apoptosisepigenomicsmicroglial polarizationmulti-omicsneuronal cell deathNF-κBproteomicssingle-cell RNA-seq

Identifiers

PMID42698755
PMCPMC13541746

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