Polypharmacology guided drug repositioning approach for SARS-CoV2

被引:5
作者
Jamir, Esther [1 ,2 ]
Sarma, Himakshi [1 ]
Priyadarsinee, Lipsa [1 ,2 ]
Kiewhuo, Kikrusenuo [1 ,2 ]
Nagamani, Selvaraman [1 ,2 ]
Sastry, G. Narahari [1 ,2 ]
机构
[1] CSIR North East Inst Sci & Technol, Adv Computat & Data Sci Div, Jorhat, Assam, India
[2] Acad Sci & Innovat Res AcSIR, Ghaziabad, India
关键词
DOCKING; INHIBITORS; DISCOVERY; ACCURACY; COVID-19; QSAR;
D O I
10.1371/journal.pone.0289890
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Drug repurposing has emerged as an important strategy and it has a great potential in identifying therapeutic applications for COVID-19. An extensive virtual screening of 4193 FDA approved drugs has been carried out against 24 proteins of SARS-CoV2 (NSP1-10 and NSP12-16, envelope, membrane, nucleoprotein, spike, ORF3a, ORF6, ORF7a, ORF8, and ORF9b). The drugs were classified into top 10 and bottom 10 drugs based on the docking scores followed by the distribution of their therapeutic indications. As a result, the top 10 drugs were found to have therapeutic indications for cancer, pain, neurological disorders, and viral and bacterial diseases. As drug resistance is one of the major challenges in antiviral drug discovery, polypharmacology and network pharmacology approaches were employed in the study to identify drugs interacting with multiple targets and drugs such as dihydroergotamine, ergotamine, bisdequalinium chloride, midostaurin, temoporfin, tirilazad, and venetoclax were identified among the multi-targeting drugs. Further, a pathway analysis of the genes related to the multi-targeting drugs was carried which provides insight into the mechanism of drugs and identifying targetable genes and biological pathways involved in SARS-CoV2.
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页数:28
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