Identification of Biomarkers Related to Neuropathic Pain Induced by Peripheral Nerve Injury
Our study aimed to explore the molecular mechanisms and novel target genes of neuropathic pain via bioinformatics analysis. Gene expression profiling of GSE30691 which was consisted of sciatic nerve lesion and sham control samples at 3 days, 7 days, 21 days, and 40 days (D3, D7, D21, and D40) after...
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Veröffentlicht in: | Journal of molecular neuroscience 2019-12, Vol.69 (4), p.505-515 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Our study aimed to explore the molecular mechanisms and novel target genes of neuropathic pain via bioinformatics analysis. Gene expression profiling of GSE30691 which was consisted of sciatic nerve lesion and sham control samples at 3 days, 7 days, 21 days, and 40 days (D3, D7, D21, and D40) after injury were downloaded from Gene Expression Omnibus. Differentially expressed genes (DEGs) were identified for all the four time points. Overlapped DEGs for all the four time points were used for functional and weighted co-expression modular analysis. Afterwards, protein-protein interaction (PPI) network was analyzed by MCODE (Molecular Complex Detection) and BiNGO. Pathway network was constructed according to the enriched pathways of PPI network and relevant pathways selected from the Comparative Toxicogenomics Database. There were 355 overlapped DEGs for all the four time points. Two co-expression modules had significant positive correlations with disease. The top ten hub DEGs in the PPI network were
Fos
,
Tp53
,
Csk
,
Map2k2
,
Stat3
,
Ccl2
,
Pxn
,
Tgfb1
,
Notch1
, and
Prkacb
.
Fos
,
Dusp1
,
Tp53
,
Tgfb1
, and
Map2k2
participated in MAPK signaling pathway, while
Csk
participated in chemokine signaling pathway. The expressions of
Fos
,
Tp53
,
Csk
, and
Map2k2
were significantly increased at D3.
Tp53
,
Csk
, and
Map2k2
continued overexpressing until at D7, and an elevated tendency in
Csk
expression could be observed until at D21. The expression of
Fos
reached up to the highest at D40.
Fos
,
Tp53
,
Csk
, and
Map2k2
might be the potential biomarkers related to neuropathic pain. |
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ISSN: | 0895-8696 1559-1166 |
DOI: | 10.1007/s12031-019-01322-y |