Multi-omits-based identification of SARS-CoV-2 infection biology and candidate drugs against COVID-19

被引:67
作者
Barh, Debmalya [1 ]
Tiwari, Sandeep [2 ]
Weener, Marianna E. [3 ]
Azevedo, Vasco [2 ]
Goes-Neto, Aristoteles [4 ]
Gromiha, M. Michael [5 ]
Ghosh, Preetam [6 ]
机构
[1] Inst Integrat Omics & Appl Biotechnol IIOAB, Purba Medinipur, WB, India
[2] Univ Fed Minas Gerais, Inst Ciencias Biol, Dept Genet Ecol & Evolucao, Lab Genet Celular & Mol, Belo Horizonte, MG, Brazil
[3] CRO, Oftalmic, Clin Res Ctr, Bardina Str 22-4, Moscow 119334, Russia
[4] Univ Fed Minas Gerais UFMG, Inst Ciencias Biol, Dept Microbiol, Lab Biol Mol & Computat Fungos, Belo Horizonte, MG, Brazil
[5] Indian Inst Technol Madras IIT M, Bhupat & Jyoti Mehta Sch Biosci, Dept Biotechnol, Chennai 600036, Tamil Nadu, India
[6] Virginia Commonwealth Univ, Dept Comp Sci, Richmond, VA 23284 USA
关键词
COVID-19; SARS-CoV-2; Proteome; Transcriptome; Interactome; Infection pathways; Candidate drugs; Prophylaxis agents; CHLOROQUINE;
D O I
10.1016/j.compbiomed.2020.104051
中图分类号
Q [生物科学];
学科分类号
090105 [作物生产系统与生态工程];
摘要
SARS-CoV-2 has ushered a global pandemic with no effective drug being available at present. Although several FDA-approved drugs are currently under clinical trials for drug repositioning, there is an on-going global effort for new drug identification. In this paper, using multi-omits (interactome, proteome, transcriptome, and bibhome) data and subsequent integrated analysis, we present the biological events associated with SARS-CoV-2 infection and identify several candidate drugs against this viral disease. We found that: (i) Interactome-based infection pathways differ from the other three omits-based profiles. (ii) Viral process, mRNA splicing, cytokine and interferon signaling, and ubiquitin mediated proteolysis are important pathways in SARS-CoV-2 infection. (iii) SARS-CoV-2 infection also shares pathways with Influenza A, Epstein-Barr virus, HTLV-I, Measles, and Hepatitis virus. (iv) Further, bacterial, parasitic, and protozoan infection pathways such as Tuberculosis, Malaria, and Leishmaniasis are also shared by this virus. (v) A total of 50 candidate drugs, including the prophylaxis agents and pathway specific inhibitors are identified against COVID-19. (vi) Betamethasone, Estrogen, Simvastatin, Hydrocortisone, Tositumomab, Cyclosporin A etc. are among the important drugs. (vii) Ozone, Nitric oxide, plasma components, and photosensitizer drugs are also identified as possible therapeutic candidates. (viii) Curcumin, Retinoic acids, Vitamin D, Arsenic, Copper, and Zinc may be the candidate prophylaxis agents. Nearly 70% of our identified agents are previously suggested to have anti-COVID-19 effects or under clinical trials. Among our identified drugs, the ones that are not yet tested, need validation with caution while an appropriate drug combination from these candidate drugs along with a SARS-CoV-2 specific antiviral agent is needed for effective COVID-19 management.
引用
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页数:13
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