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Analyzing time-series microarray data reveals key genes in spinal cord injury
Authors:Xun Xia  Bo Qu  Yuan Ma  Li-bin Yang  Hai-dong Huang  Jing-ming Cheng  Tao Yang  Bin Kong  En-yu Liu  Kai Zhao  Wei-qi He  Xue-min Xing  Liang Liang  Ke-xia Fan  Hao-dong Sun  Hu-tian Zhou  Lin Cheng  Jian-wen Gu  Yong-qin Kuang
Affiliation:1. Department of Neurosurgery, Chengdu Military General Hospital, No. 270 Rongdu Road, Chengdu, 610083, Sichuan, People’s Republic of China
3. Postgraduate Department, Third Military Medical University, No. 30 Gaotanyanzheng Street, Shapingba District, Chongqing, 400038, China
2. Department of Orthopaedics, Chengdu Military General Hospital, Chengdu, 610083, Sichuan, People’s Republic of China
Abstract:Although many scholars have utilized high-throughput microarrays to delineate gene expression patterns after spinal cord injury (SCI), no study has evaluated gene changes in raphe magnus (RM) and somatomotor cortex (SMTC), two areas in brain primarily affected by SCI. In present study, we aimed to analyze the differentially expressed genes (DEGs) of RM and SMTC between SCI model and sham injured control at 4, 24 h, 7, 14, 28 days, and 3 months using microarray dataset GSE2270 downloaded from gene expression omnibus and unpaired significance analysis of microarray method. Protein–protein interaction (PPI) network was constructed for DEGs at crucial time points and significant biological functions were enriched using DAVID. The results indicated that more DEGs were identified at 14 days in RM and at 4 h/3 months in SMTC after SCI. In the PPI network for DEGs at 14 days in RM, interleukin 6, glyceraldehyde-3-phosphate dehydrogenase (GAPDH), FBJ murine osteosarcoma viral oncogene homolog (FOS), tumor necrosis factor, and nuclear receptor subfamily 3, group C, member 1 (glucocorticoid receptor) were the top 5 hub genes; In the PPI network for DEGs at 3 months in SMTC, the top 5 hub genes were ubiquitin B, Ras‐related C3 botulinum toxin substrate 1 (rho family, small GTP binding protein Rac1), FOS, Janus kinase 2 and vascular endothelial growth factor A. Hedgehog and Wnt signaling pathways were the top 2 significant pathways in RM. These hub DEGs and pathways may be underlying therapeutic targets for SCI.
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