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Co‐expression gene modules involved in cisplatin‐induced peripheral neuropathy according to sensitivity, status, and severity
- Source :
- Journal of the Peripheral Nervous System. 25:366-376
- Publication Year :
- 2020
- Publisher :
- Wiley, 2020.
-
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.
- 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
Subjects
Details
- ISSN :
- 15298027 and 10859489
- Volume :
- 25
- Database :
- OpenAIRE
- Journal :
- Journal of the Peripheral Nervous System
- Accession number :
- edsair.doi.dedup.....7f61c616d14e51beb0fdc0aac6fa8419
- Full Text :
- https://doi.org/10.1111/jns.12407