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Updated: Sep 9, 2025

Identifying Microglia and Peripheral Infiltrating Macrophages in the Injured Spinal Cords Using Flow Cytometry
Published on: June 24, 2025
Genome-Wide Identification of Microglia-Related RNA-Binding Proteins and Regulated Alternative Splicing in Spinal
Wenbo Gu1, Xiao Zhang1, Xiaoya Yuan2
1Department of Spine Orthopedics, General Hospital of Ningxia Medical University, Yinchuan, Ningxia 750001, China.
Abstract:
Background: Spinal cord injury (SCI) represents one of the recognized difficulties, and its pathological mechanisms remain unclear. Aberrant regulation of the RNA-binding protein (RBP) and selective splicing are associated with SCI. Nonetheless, the mechanisms of RBP regulation and abnormal selective splicing events associated with SCI are unexplored. Methods: The Spinal Cord Injury Group (GSE185301) dataset and human peripheral blood RNA sequencing (GSE151371) dataset were obtained from the Gene Expression Omnibus (GEO) database. High-throughput sequencing data from sham-operated (Ctrl) and spinal cord injury (SCI) mice were subjected to gene expression profiling and genome-wide identification of differential selective splicing events. SCI-associated selective splicing events, differentially expressed cells, and differentially expressed RBPs underwent cellular quantification, principal component analysis, and enrichment analysis. Coexpression analysis was conducted to elucidate the regulatory associations among SCI-related variable splicing events, differentially expressed cells, and differentially expressed RBPs. Results: A total of 1643 alternative splicing events (ASEs), 3128 differentially expressed genes (DEGs), 166 differentially expressed RNA-binding proteins (RBPs), and 6 differential cellular taxa were identified, including mesangial cells, microglia, neuronal cells, oligodendrocyte precursor cells (OPCs), oligodendrocytes, and vascular cells. GO and KEGG analyses revealed that differential ASEs, RBPs, and cells were involved in regulating SCI through various biological pathways. Next, we chose to regulate alternative splicing (RAS), which is mainly enriched in the neurodevelopmental and projection neuron developmental pathways, and screened 10 SCI-associated regulated alternative splicing genes (RASGs), including App, Cdc42, Chl1, Kif2A, Nptn, Rtn4, Sema4d, Sema6d, Sema6a, and Rab13. Second, the correlation analysis between differential cellular taxa and differentially expressed RBP events identified a total of 12 RBPs significantly associated with cellular taxa and 4 RBPs associated with SCI. The construction of a cellular-RBP-RAS regulatory network revealed the regulatory mechanisms associated with RBPs post-SCI. These RBPs, including Nkrf, Marcks, NDRG4, and Ryr2, were validated in a human peripheral blood RNA sequencing dataset 3 days after SCI and may serve as molecular targets for SCI repair. Conclusion: High-throughput data analysis identified differential RAS, RBPs, and immune cells during SCI. A regulatory network of differential RBPs with RAS and cells was established. Four RBPs associated with SCI were identified: Nkrf, Marcks, NDRG4, and Ryr2. These key RBPs may serve as potential targets for the treatment of patients with SCI.
Insights
This study identifies key RNA-binding proteins (RBPs) and altered splicing events in spinal cord injury (SCI). Four RBPs—Nkrf, Marcks, NDRG4, and Ryr2—were validated and show potential as therapeutic targets for SCI repair.
Area of Science:
- Genomics and Molecular Biology
- Neuroscience and Neurobiology
- Bioinformatics and Computational Biology
Background:
- Spinal cord injury (SCI) presents significant challenges with unclear pathological mechanisms.
- Aberrant regulation of RNA-binding proteins (RBPs) and alternative splicing are implicated in SCI, but their precise roles remain uninvestigated.
Purpose of the Study:
- To explore the mechanisms of RBP regulation and abnormal selective splicing events in spinal cord injury (SCI).
- To identify key RBPs and cellular changes associated with SCI.
- To establish a regulatory network connecting RBPs, splicing events, and cellular alterations in SCI.
Main Methods:
- Utilized high-throughput RNA sequencing data from mouse SCI models and human peripheral blood samples (GEO datasets GSE185301, GSE151371).
- Performed genome-wide identification of differential alternative splicing events (ASEs), differentially expressed genes (DEGs), and differentially expressed RBPs.
- Conducted cellular quantification, principal component analysis, enrichment analysis, and coexpression network construction to elucidate regulatory relationships.
Main Results:
- Identified 1643 ASEs, 3128 DEGs, 166 differentially expressed RBPs, and 6 differential cellular taxa, including microglia and neuronal cells.
- Discovered 10 regulated alternative splicing genes (RASGs) enriched in neurodevelopmental pathways, such as APP and Sema6d.
- Established a cellular-RBP-RAS regulatory network, identifying four RBPs (Nkrf, Marcks, NDRG4, Ryr2) significantly associated with SCI and validated in human samples.
Conclusions:
- High-throughput data analysis successfully identified differential regulated alternative splicing (RAS), RBPs, and immune cells in spinal cord injury (SCI).
- A comprehensive regulatory network highlighting the interplay between RBPs, RAS, and cellular changes post-SCI was constructed.
- Four RBPs—Nkrf, Marcks, NDRG4, and Ryr2—emerged as key molecular targets with potential for therapeutic intervention in SCI treatment.
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