Bioinformatics analysis to reveal the key genes related to obstructive sleep apnea
Purpose Obstructive sleep apnea (OSA) is induced by obstruction of the upper airway, which can raise multiple health risks. This study is designed to reveal the key genes involved in OSA. Methods GSE38792 was extracted from Gene Expression Omnibus database, including ten visceral adipose tissues fro...
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Published in | Sleep & breathing Vol. 23; no. 1; pp. 259 - 267 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
Cham
Springer International Publishing
01.03.2019
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
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Summary: | Purpose
Obstructive sleep apnea (OSA) is induced by obstruction of the upper airway, which can raise multiple health risks. This study is designed to reveal the key genes involved in OSA.
Methods
GSE38792 was extracted from Gene Expression Omnibus database, including ten visceral adipose tissues from OSA patients and eight visceral adipose tissues from normal controls. Differential expression analysis was conducted using limma package, and then the functions of the differentially expressed genes (DEGs) were analyzed using DAVID database, followed by protein-protein interaction (PPI) network, and integrated regulatory network analysis was performed using Cytoscape software.
Results
A total of 368 DEGs (176 upregulated and 192 downregulated) were identified in OSA samples. Epstein-Barr virus infection (involving
IL10RB
,
MAPK9
, and
MAPK10
) and olfactory transduction were the main pathways separately enriched for the upregulated genes and the downregulated genes. After the PPI network was built, the top ten network nodes (such as TXN) were selected according to node degrees. Two significant PPI network modules were identified. Moreover, the integrated regulatory network was constructed.
Conclusion
IL10RB
,
MAPK9
,
MAPK10
, and
TXN
might function in the pathogenesis of OSA. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 1520-9512 1522-1709 |
DOI: | 10.1007/s11325-018-1694-7 |