Gu Wenbo, Zhang Xiao, Yuan Xiaoya, Hu Lihong, Li Xusheng, Luo Di, Yuan Haifeng
Department of Spine Orthopedics, General Hospital of Ningxia Medical University, Yinchuan, Ningxia 750001, China.
University of Southern California, Los Angeles, California 90007, United States.
ACS Omega. 2025 Aug 12;10(33):37495-37504. doi: 10.1021/acsomega.5c03477. eCollection 2025 Aug 26.
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. 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. 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 , , , , , , , , , and . 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. 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.
脊髓损伤(SCI)是公认的难题之一,其病理机制尚不清楚。RNA结合蛋白(RBP)的异常调控和选择性剪接与SCI有关。然而,与SCI相关的RBP调控机制和异常选择性剪接事件尚未得到探索。脊髓损伤组(GSE185301)数据集和人类外周血RNA测序(GSE151371)数据集来自基因表达综合数据库(GEO)。对假手术(Ctrl)和脊髓损伤(SCI)小鼠的高通量测序数据进行基因表达谱分析和全基因组差异选择性剪接事件鉴定。对与SCI相关的选择性剪接事件、差异表达细胞和差异表达RBP进行细胞定量、主成分分析和富集分析。进行共表达分析以阐明SCI相关可变剪接事件、差异表达细胞和差异表达RBP之间的调控关联。共鉴定出1643个可变剪接事件(ASE)、3128个差异表达基因(DEG)、166个差异表达RNA结合蛋白(RBP)和6个差异细胞类群,包括系膜细胞、小胶质细胞、神经元细胞、少突胶质前体细胞(OPC)、少突胶质细胞和血管细胞。基因本体(GO)和京都基因与基因组百科全书(KEGG)分析表明,差异ASE、RBP和细胞通过各种生物学途径参与SCI的调控。接下来,我们选择了主要富集于神经发育和投射神经元发育途径的调控性可变剪接(RAS),并筛选出10个与SCI相关的调控性可变剪接基因(RASG),包括 、 、 、 、 、 、 、 、 和 。其次,差异细胞类群与差异表达RBP事件之间的相关性分析共鉴定出12个与细胞类群显著相关的RBP和4个与SCI相关的RBP。构建细胞-RBP-RAS调控网络揭示了SCI后与RBP相关的调控机制。这些RBP,包括Nkrf、Marcks、NDRG4和Ryr2,在SCI后3天的人类外周血RNA测序数据集中得到验证,可能作为SCI修复的分子靶点。高通量数据分析确定了SCI期间差异RAS、RBP和免疫细胞。建立了差异RBP与RAS和细胞的调控网络。鉴定出4个与SCI相关的RBP:Nkrf、Marcks、NDRG4和Ryr2。这些关键RBP可能作为治疗SCI患者的潜在靶点。