Genome-Wide Identification of Microglia-Related RNA-Binding Proteins and Regulated Alternative Splicing in Spinal Cord Injury

<b>Background:</b> 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. <b>Methods:</b> 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. <b>Results:</b> 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 <i>App</i>, <i>Cdc42</i>, <i>Chl1</i>, <i>Kif2A</i>, <i>Nptn</i>, <i>Rtn4</i>, <i>Sema4d</i>, <i>Sema6d</i>, <i>Sema6a</i>, and <i>Rab13</i>. 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. <b>Conclusion:</b> 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.

Authors

Institutions

Publication Details

Journal
ACS Omega
Published
2025-08-12
DOI
https://doi.org/10.1021/acsomega.5c03477
Primary Topic
RNA Research and Splicing
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Genome-Wide Identification of Microglia-Related RNA-Binding Proteins and Regulated Alternative Splicing in Spinal Cord Injury

Xiaoya Yuan, Lihong Hu, Haifeng Yuan, Xusheng Li et al.
ACS Omega
RNA Research and Splicing
article

Genome-Wide Identification of Microglia-Related RNA-Binding Proteins and Regulated Alternative Splicing in Spinal Cord Injury

Xiaoya Yuan, Lihong Hu, Haifeng Yuan, Xusheng Li, Wenbo Gu, Xiao Zhang, Di Luo
article en

Abstract

<b>Background:</b> 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. <b>Methods:</b> 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. <b>Results:</b> 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 <i>App</i>, <i>Cdc42</i>, <i>Chl1</i>, <i>Kif2A</i>, <i>Nptn</i>, <i>Rtn4</i>, <i>Sema4d</i>, <i>Sema6d</i>, <i>Sema6a</i>, and <i>Rab13</i>. 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. <b>Conclusion:</b> 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.

ACS OmegaVol. 10(33)
University of Southern California (US), California Southern University (US), Ningxia Medical University (CN), The Spine Institute (US), Ningxia Medical University General Hospital (CN)
Science and Technology Department of Ningxia, Ningxia Medical University, Natural Science Foundation of Ningxia Province
Zero hunger
Openalex Percentile: Top 81%
RNA Research and Splicing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.