1. Co‐expression gene modules involved in cisplatin‐induced peripheral neuropathy according to sensitivity, status, and severity
- Author
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Chan Chen, Zihao Xu, Jian-Guo Zhou, Su-Han Jin, Jun Li, Ling Ye, and Ruihao Zhou
- Subjects
CCR2 ,Antineoplastic Agents ,Biology ,Bioinformatics ,Severity of Illness Index ,CXCR4 ,Transcriptome ,Mice ,03 medical and health sciences ,0302 clinical medicine ,Ganglia, Spinal ,Gene expression ,medicine ,Animals ,Humans ,Gene Regulatory Networks ,Gene ,Mechanism (biology) ,Gene Expression Profiling ,General Neuroscience ,Computational Biology ,Peripheral Nervous System Diseases ,medicine.disease ,Mice, Inbred C57BL ,Peripheral neuropathy ,Chemotherapy-induced peripheral neuropathy ,030220 oncology & carcinogenesis ,Female ,Neurology (clinical) ,Cisplatin ,030217 neurology & neurosurgery - Abstract
Chemotherapy-induced peripheral neuropathy (CIPN) is among the most disabling and frustrating problems for cancer survivors. The neurotoxicity caused by cisplatin varies greatly among patients, and few predictors of appearance, duration of symptoms, susceptibility, or severity are available. A deeper understanding of the mechanisms underlying individual differences in status, severity, or sensitivity in response to cisplatin treatment is therefore required. By analyzing the GSE64174 gene expression profile and constructing a weighted gene co-expression network analysis (WGCNA) network, we screened gene modules and hub genes related to CIPN status, severity and sensitivity. We first identified the transcriptome profile of mouse dorsal root ganglion (DRG) samples and transformed their genes to human DRG counterparts. We then constructed WGCNA gene modules via optimal soft-threshold power-identification and module-preservation analysis. Comprehensive analysis and identification of module hub genes were performed via functional-enrichment analysis and significant common hub genes were identified, including "Cytoscape_cytoHubba," "Cytoscape_MCODE," and "Metascape_MCODE." Brown, green, and blue modules were selected to represent CIPN sensitivity, status, and severity, respectively, via trait-module correlational analysis. Additionally, functional enrichment analysis results indicated that these three modules were associated with some crucial biological functions, such as neutrophil migration, chemokine-mediated signaling pathway, and PI3K-Akt signaling pathway. We then identified seven common hub genes via three methods, including CXCL10, CCL21, CCR2, CXCR4, TLR4, NPY1R, and GALR2, related to CIPN status, severity and sensitivity. Our results provide possible targets and mechanism insights into the development and progress of CIPN, which can guide further transformation and pre-clinical research.
- Published
- 2020
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