Integrative Transcriptomics Identifies Ubiquitination-Related Genes

Purpose: Amyotrophic lateral sclerosis (ALS) is marked by immune dysregulation; however, the role of T cell-ubiquitination-related genes (TURGs) in its pathogenesis remains unclear. This study aimed to investigate the contribution of TURGs to T-cell dysfunction and ubiquitination imbalance in ALS. Patients and Methods: Differentially expressed genes were identified through analysis of bulk transcriptomes (GSE112680). CIBERSORT deconvolution and weighted gene co-expression network analysis were employed to define T-cell-associated modules. Integration with ubiquitination-related gene sets yielded T cell-ubiquitination-related differentially expressed genes (TURDEGs). Functional enrichment analysis and protein-protein interaction network construction, combined with multi-algorithm selection, facilitated the development of a risk-prediction model. Mechanistic insights were derived from Gene Set Enrichment Analysis, immune profiling, co-expression and regulatory network analyses, and drug-target prediction. Single-cell transcriptomic analysis provided insights into cellular-level pathogenic mechanisms in ALS. qPCR was used to validate core TURDEGs expression in peripheral blood samples from patients with ALS. Results: Thirty-nine TURDEGs were identified and exhibited significant enrichment in pathways related to ubiquitination, immune activation, autophagy, and NOD-like receptor signaling. BIRC2, COPS5, and TBK1 were identified as core genes. The resulting risk-prediction model demonstrated significant potential for clinical application. Immune infiltration analysis revealed positive correlations between core genes and CD4⁺ resting memory T cells, as well as negative correlations between Conclusion: TURDEGs-mediated T cell dysfunction and ubiquitination imbalance play critical roles in ALS pathogenesis, unveiling novel biomarkers and potential personalized therapeutic targets.