Journal of Pain Research (Oct 2022)
Characterization of Ferroptosis-Related Molecular Subtypes with Immune Infiltrations in Neuropathic Pain
Abstract
Yan-Hua Bi,1 Jia Wang,1 Zhi-Jun Guo,2 Kai-Ning Jia3 1Neurosurgery Department, Huabei Petroleum Administration Bureau General Hospital, Renqiu, People’s Republic of China; 2Medical Imaging Department, Huabei Petroleum Administration Bureau General Hospital, Renqiu, People’s Republic of China; 3Clinical Trials Center, Huabei Petroleum Administration Bureau General Hospital, Renqiu, People’s Republic of ChinaCorrespondence: Kai-Ning Jia, Clinical Trials Center, Huabei Petroleum Administration Bureau General Hospital, Renqiu, 062550, People’s Republic of China, Email [email protected]: Neuropathic pain (NP) caused by a lesion or disease of the somatosensory nervous system is a common chronic pain condition that has a major impact on quality of life. However, NP pathogenesis remains unclear. The purpose of this study was to identify differentially expressed genes (DEGs) and specific and meaningful gene targets for the diagnosis and treatment of NP.Methods: Data from rat spinal nerve ligations and the sham group were downloaded from the Gene Expression Omnibus (GEO) database. Based on the single-sample gene set enrichment analysis (ssGSEA) method, 29 immune gene sets were identified in each sample, and these samples were correlated with the immune infiltration phenotype. LASSO regression modeling was used to screen key genes to identify diagnostic gene markers. According to GSEA and GSVA, NP is concentrated in a large number of immune-related pathways and genes. Additionally, we used the DGIdb database and correlation test to construct gene-drug and transcription factor interaction networks for differentially expressed genes relevant to NP-related ferroptosis. We used WGCNA to identify gene co-expression modules of NP, and explored the relationship between gene networks and phenotypes. Finally, we crossed core genes with diagnostic markers and analyzed gene correlation with molecular subtypes and immune cells.Results: We identified 224 DEGs, including 191 upregulated genes and 33 downregulated genes. APC co-stimulation, CCR, cytolytic activity, humid-promoting, neutrophils, NK cells, and RGS4, CXCL2, DRD4 and other 7 genes related to ferroptosis were involved in NP development. Key genes of RGS4 and HIF− 1 signaling pathway were screened.Conclusion: This study contributes to our understanding of the neuroimmune mechanism of neuropathic pain, provides a reference for NP biomarkers and drug targets. Ferroptosis may be the next research direction to explore NP mechanism.Keywords: neuropathic pain, regulator of G protein signaling 4, RGS4, immune infiltration, ferroptosis
