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
来源
PLOS ONE | 2023年 / 18卷 / 08期
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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共 78 条
  • [1] Use of Polypharmacy and Emergence of COVID-19 Variants-Are they Co-Related?
    Agarwal, Mayank
    Panda, Prasan Kumar
    [J]. CURRENT DRUG SAFETY, 2023, 18 (01) : 2 - 4
  • [2] Repurposing of Anticancer Drugs Expands Possibilities for Antiviral and AntiInflammatory Discovery in COVID-19
    Aldea, Mihaela
    Michot, Jean-Marie
    Danlos, Francois-Xavier
    Ribas, Antoni
    Soria, Jean-Charles
    [J]. CANCER DISCOVERY, 2021, 11 (06) : 1336 - 1344
  • [3] Polypharmacology: Challenges and Opportunities in Drug Discovery
    Anighoro, Andrew
    Bajorath, Juergen
    Rastelli, Giulio
    [J]. JOURNAL OF MEDICINAL CHEMISTRY, 2014, 57 (19) : 7874 - 7887
  • [4] Drug-Target Interactions: Prediction Methods and Applications
    Anusuya, Shanmugam
    Kesherwani, Manish
    Priya, K. Vishnu
    Vimala, Antonydhason
    Shanmugam, Gnanendra
    Velmurugan, Devadasan
    Gromiha, M. Michael
    [J]. CURRENT PROTEIN & PEPTIDE SCIENCE, 2018, 19 (06) : 537 - 561
  • [5] In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm
    Artigas, Laura
    Coma, Mireia
    Matos-Filipe, Pedro
    Aguirre-Plans, Joaquim
    Farres, Judith
    Valls, Raquel
    Fernandez-Fuentes, Narcis
    de la Haba-Rodriguez, Juan
    Olvera, Alex
    Barbera, Jose
    Morales, Rafael
    Oliva, Baldo
    Mas, Jose Manuel
    [J]. PLOS ONE, 2020, 15 (10):
  • [6] Structural insights into SARS-CoV-2 proteins
    Arya, Rimanshee
    Kumari, Shweta
    Pandey, Bharati
    Mistry, Hiral
    Bihani, Subhash C.
    Das, Amit
    Prashar, Vishal
    Gupta, Gagan D.
    Panicker, Lata
    Kumar, Mukesh
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 2021, 433 (02)
  • [7] Virtual High Throughput Screening in New Lead Identification
    Badrinarayan, Preethi
    Sastry, G. Narahari
    [J]. COMBINATORIAL CHEMISTRY & HIGH THROUGHPUT SCREENING, 2011, 14 (10) : 840 - 860
  • [8] Evolution of SARS-CoV-2: Review of Mutations, Role of the Host Immune System
    Banoun, Helene
    [J]. NEPHRON, 2021, 145 (04) : 392 - 403
  • [9] Announcing the worldwide Protein Data Bank
    Berman, H
    Henrick, K
    Nakamura, H
    [J]. NATURE STRUCTURAL BIOLOGY, 2003, 10 (12) : 980 - 980
  • [10] FDA approved drugs complexed to their targets: evaluating pose prediction accuracy of docking protocols
    Bohari, Mohammed H.
    Sastry, G. Narahari
    [J]. JOURNAL OF MOLECULAR MODELING, 2012, 18 (09) : 4263 - 4274