Multilevel systems biology analysis of lung transcriptomics data identifies key miRNAs and potential miRNA target genes for SARS-CoV-2 infection

被引:34
作者
Banaganapalli, Babajan [1 ,2 ]
Al-Rayes, Nuha [2 ,3 ]
Awan, Zuhier Ahmed [4 ,5 ]
Alsulaimany, Faten A. [6 ]
Alamri, Abdulhakeem S. [7 ,8 ]
Elango, Ramu [1 ,2 ]
Malik, Md Zubbair [9 ]
Shaik, Noor A. [1 ,2 ]
机构
[1] King Abdulaziz Univ, Fac Med, Dept Genet Med, Jeddah 21589, Saudi Arabia
[2] King Abdulaziz Univ, Princess Al Jawhara Al Brahim Ctr Excellence Res, Jeddah, Saudi Arabia
[3] King Abdulaziz Univ, Fac Appl Med Sci, Dept Med Lab Technol, Jeddah, Saudi Arabia
[4] King Abdulaziz Univ, Fac Med, Dept Clin Biochem, Jeddah, Saudi Arabia
[5] Al Borg Med Labs, Genet Dept, Jeddah, Saudi Arabia
[6] King Abdulaziz Univ, Fac Sci, Dept Biol, Jeddah, Saudi Arabia
[7] Taif Univ, Coll Appl Med Sci, Dept Clin Labs Sci, At Taif, Saudi Arabia
[8] Taif Univ, Ctr Biomed Sci Res CBSR, Deanship Sci Res, At Taif, Saudi Arabia
[9] Jawaharlal Nehru Univ, Sch Computat & Integrat Sci, New Delhi, India
关键词
COVID19; Genomic alignment; mRNA; miRNA; Network; REPLICATION; DISCOVERY; CELLS; IL-6;
D O I
10.1016/j.compbiomed.2021.104570
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: The spread of a novel severe acute respiratory syndrome corona virus 2 (SARS-CoV-2) has affected both the public health and the global economy. The current study was aimed at analysing the genetic sequence of this highly contagious corona virus from an evolutionary perspective, comparing the genetic variation features of different geographic strains, and identifying the key miRNAs as well as their gene targets from the transcriptome data of infected lung tissues. Methods: A multilevel robust computational analysis was undertaken for viral genetic sequence alignment, phylogram construction, genome-wide transcriptome data interpretation of virus-infected lung tissues, miRNA mapping, and functional biology networking. Results: Our findings show both genetic similarities as well as notable differences in the S protein length among SARS-CoV-1, SARS-CoV-2 and MERS viruses. All SARS-CoV-2 strains showed a high genetic similarity with the parent Wuhan strain, but Saudi Arabian, South African, USA, Russia and New Zealand strains carry 3 additional genetic variations like P333L (RNA -dependant RNA polymerase), D614G (spike), and P4715L (ORF1ab). The infected lung tissues demonstrated the upregulation of 282 (56.51%) antiviral defensive response pathway genes and downregulation of 217 (43.48%) genes involved in autophagy and lung repair pathways. By miRNA mapping, 4 key miRNAs (hsa-miR-342-5p, hsa-miR-432-5p, hsa-miR-98-5p and hsa-miR-17-5p), targeting multiple host genes (MYC, IL6, ICAM1 and VEGFA) as well as SARS-CoV2 gene (ORF1ab) were identified. Conclusion: Systems biology methods offer a new perspective in understanding the molecular basis for the faster spread of SARS-CoV-2 infection. The antiviral miRNAs identified in this study may aid in the ongoing search for novel personalized therapeutic avenues for COVID patients.
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页数:12
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