An integrative analysis to distinguish between emphysema (EML) and alpha-1 antitrypsin deficiency-related emphysema (ADL)-A systems biology approach

被引:14
|
作者
Kumar, S. Udhaya [1 ]
Priya, N. Madhana [2 ]
Kumar, D. Thirumal [3 ]
Preethi, V. Anu [4 ]
Kumar, Vibhaa [1 ]
Nagarajan, Dhanushya [1 ]
Magesh, R. [2 ]
Younes, Salma [5 ]
Zayed, Hatem [5 ]
Doss, C. George Priya [1 ]
机构
[1] Vellore Inst Technol, Sch BioSci & Technol, Vellore, Tamil Nadu, India
[2] Sri Ramachandra Inst Higher Educ & Res DU, Dept Biotechnol, Chennai, Tamil Nadu, India
[3] Meenakshi Acad Higher Educ & Res, Chennai, Tamil Nadu, India
[4] Vellore Inst Technol, Sch Comp Sci & Engn, Vellore, Tamil Nadu, India
[5] Qatar Univ, Coll Hlth & Sci, QU Hlth, Dept Biomed Sci, Doha, Qatar
来源
关键词
EXPRESSION; GENE; CYTOSCAPE; CELLS; MITOCHONDRIA; NETWORK; RANTES;
D O I
10.1016/bs.apcsb.2021.02.004
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Lung Emphysema is an abnormal enlargement of the air sacs followed by the destruction of alveolar walls without any prominent fibrosis. This study primarily identifies the differentially expressed genes (DEGs), interactions between them, and their significant involvement in the activated signaling cascades. The dataset with ID GSE1122 (five normal lung tissue samples, five of usual emphysema, and five of alpha-1 antitrypsin deficiency-related emphysema) from the gene expression omnibus (GEO) was analyzed using the GEO2R tool. The physical association between the DEGs were mapped using the STRING tool and was visualized in the Cytoscape software. The enriched functional processes were identified with the ClueGO plugin's help from Cytoscape. Further integrative functional annotation was performed by implying the GeneGo Metacore (TM) to distinguish the enriched pathway maps, process networks, and GO processes. The results from this analysis revealed the critical signaling cascades that have been either activated or inhibited due to identified DEGs. We found the activated pathways such as immune response IL-1 signaling pathway, positive regulation of smooth muscle migration, BMP signaling pathway, positive regulation of leukocyte migration, NIK/NF-kappB signaling, and cytochrome-c oxidase activity. Finally, we mapped four crucial genes (CCL5, ALK, TAC1, CD74, and HLA-DOA) by comparing the functional annotations that could be significantly influential in emphysema molecular pathogenesis. Our study provides insights into the pathogenesis of emphysema and helps in developing potential drug targets against emphysema.
引用
收藏
页码:315 / 342
页数:28
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