Network-based identification genetic effect of SARS-CoV-2 infections to Idiopathic pulmonary fibrosis (IPF) patients

被引:69
作者
Taz, Tasnimul Alam [1 ]
Ahmed, Kawsar [2 ,3 ,4 ]
Paul, Bikash Kumar [1 ,5 ,6 ]
Kawsar, Md [1 ]
Aktar, Nargis [4 ]
Mahmud, S. M. Hasan [1 ,7 ]
Moni, Mohammad Ali [8 ]
机构
[1] Daffodil Int Univ, Dept Software Engn, Dhaka, Bangladesh
[2] Mawlana Bhashani Sci & Technol Univ, Informat & Commun Technol ICT, Tangail, Bangladesh
[3] Daffodil Int Univ, Software Engn Dept, Dhaka, Bangladesh
[4] Mawlana Bhashani Sci & Technol Univ, Dept Informat & Commun Technol, Tangail, Bangladesh
[5] Ranada Prasad Shaha Univ, Dept Comp Sci & Engn, Narayangong, Bangladesh
[6] Mawlana Bhashani Sci & Technol Univ, Dept Informat & Commun Technol ICT, Tangail, Bangladesh
[7] Univ Elect Sci & Technol China, Comp Sci & Technol, Chengdu, Peoples R China
[8] Univ New South Wales, Sydney, NSW, Australia
关键词
SARS-CoV-2; idiopathic pulmonary fibrosis; differentially expressed genes; gene ontology; protein-protein interactions; hub gene; drug molecule; SET ENRICHMENT ANALYSIS; EXPRESSION OMNIBUS; DATABASE;
D O I
10.1093/bib/bbaa235
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is accountable for the cause of coronavirus disease (COVID-19) that causes a major threat to humanity. As the spread of the virus is probably getting out of control on every day, the epidemic is now crossing the most dreadful phase. Idiopathic pulmonary fibrosis (IPF) is a risk factor for COVID-19 as patients with long-term lung injuries are more likely to suffer in the severity of the infection. Transcriptomic analyses of SARS-CoV-2 infection and IPF patients in lung epithelium cell datasets were selected to identify the synergistic effect of SARS-CoV-2 to IPF patients. Common genes were identified to find shared pathways and drug targets for IPF patients with COVID-19 infections. Using several enterprising Bioinformatics tools, protein-protein interactions (PPIs) network was designed. Hub genes and essential modules were detected based on the PPIs network. TF-genes and miRNA interaction with common differentially expressed genes and the activity of TFs are also identified. Functional analysis was performed using gene ontology terms and Kyoto Encyclopedia of Genes and Genomes pathway and found some shared associations that may cause the increased mortality of IPF patients for the SARS-CoV-2 infections. Drug molecules for the IPF were also suggested for the SARS-CoV-2 infections.
引用
收藏
页码:1254 / 1266
页数:13
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