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Wang Z, Yang L, Zhao XE. Co-crystallization and structure determination: An effective direction for anti-SARS-CoV-2 drug discovery. Comput Struct Biotechnol J 2021; 19:4684-4701. [PMID: 34426762 PMCID: PMC8373586 DOI: 10.1016/j.csbj.2021.08.029] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 07/29/2021] [Accepted: 08/17/2021] [Indexed: 01/18/2023] Open
Abstract
Safer and more-effective drugs are urgently needed to counter infections with the highly pathogenic SARS-CoV-2, cause of the COVID-19 pandemic. Identification of efficient inhibitors to treat and prevent SARS-CoV-2 infection is a predominant focus. Encouragingly, using X-ray crystal structures of therapeutically relevant drug targets (PLpro, Mpro, RdRp, and S glycoprotein) offers a valuable direction for anti-SARS-CoV-2 drug discovery and lead optimization through direct visualization of interactions. Computational analyses based primarily on MMPBSA calculations have also been proposed for assessing the binding stability of biomolecular structures involving the ligand and receptor. In this study, we focused on state-of-the-art X-ray co-crystal structures of the abovementioned targets complexed with newly identified small-molecule inhibitors (natural products, FDA-approved drugs, candidate drugs, and their analogues) with the assistance of computational analyses to support the precision design and screening of anti-SARS-CoV-2 drugs.
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Key Words
- 3CLpro, 3C-Like protease
- ACE2, angiotensin-converting enzyme 2
- COVID-19, coronavirus disease 2019
- Candidate drugs
- Co-crystal structures
- DyKAT, dynamic kinetic asymmetric transformation
- EBOV, Ebola virus
- EC50, half maximal effective concentration
- EMD, Electron Microscopy Data
- FDA, U.S. Food and Drug Administration
- FDA-approved drugs
- HCoV-229E, human coronavirus 229E
- HPLC, high-performance liquid chromatography
- IC50, half maximal inhibitory concentration
- MD, molecular dynamics
- MERS-CoV, Middle East respiratory syndrome coronavirus
- MMPBSA, molecular mechanics Poisson-Boltzmann surface area
- MTase, methyltransferase
- Mpro, main protease
- Natural products
- Nsp, nonstructural protein
- PDB, Protein Data Bank
- PLpro, papain-like protease
- RTP, ribonucleoside triphosphate
- RdRp, RNA-dependent RNA polymerase
- SAM, S-adenosylmethionine
- SARS-CoV, severe acute respiratory syndrome coronavirus
- SARS-CoV-2
- SARS-CoV-2, severe acute respiratory syndrome coronavirus 2
- SI, selectivity index
- Ugi-4CR, Ugi four-component reaction
- cryo-EM, cryo-electron microscopy
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Affiliation(s)
- Zhonglei Wang
- Key Laboratory of Green Natural Products and Pharmaceutical Intermediates in Colleges and Universities of Shandong Province, School of Chemistry and Chemical Engineering, Qufu Normal University, Qufu 273165, PR China
- School of Pharmaceutical Sciences, Tsinghua University, Beijing 100084, PR China
| | - Liyan Yang
- School of Physics and Physical Engineering, Qufu Normal University, Qufu 273165, PR China
| | - Xian-En Zhao
- Key Laboratory of Green Natural Products and Pharmaceutical Intermediates in Colleges and Universities of Shandong Province, School of Chemistry and Chemical Engineering, Qufu Normal University, Qufu 273165, PR China
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Abstract
Engineered liver systems come in a variety of platform models, from 2-dimensional cocultures of primary human hepatocytes and stem cell-derived progeny, to 3-dimensional organoids and humanized mice. Because of the species-specificity of many human hepatropic pathogens, these engineered systems have been essential tools for biologic discovery and therapeutic agent development in the context of liver-dependent infectious diseases. Although improvement of existing models is always beneficial, and the addition of a robust immune component is a particular need, at present, considerable progress has been made using this combination of research platforms. We highlight advances in the study of hepatitis B and C viruses and malaria-causing Plasmodium falciparum and Plasmodium vivax parasites, and underscore the importance of pairing the most appropriate model system and readout modality with the particular experimental question at hand, without always requiring a platform that recapitulates human physiology in its entirety.
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Key Words
- 2D, 2-dimensional
- 3D
- 3D, 3-dimensional
- EBOV, Ebola virus
- Falciparum
- HBC, hepatitis C virus
- HBV
- HBV, hepatitis B virus
- HCV
- HLC, hepatocyte-like cells
- Hepatotropic
- LASV, Lassa virus
- Liver
- Liver Models
- MPCC, micropatterned coculture system
- Malaria
- PCR, polymerase chain reaction
- Pathogen
- SACC, self-assembling coculture
- Vivax
- iHLC, induced pluripotent stem cell–derived hepatocyte-like cells
- in vitro
- in vivo
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Affiliation(s)
- Nil Gural
- Harvard-MIT Department of Health Sciences and Technology, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Boston, Massachusetts,Koch Institute, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Liliana Mancio-Silva
- Koch Institute, Massachusetts Institute of Technology, Cambridge, Massachusetts,Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Jiang He
- Koch Institute, Massachusetts Institute of Technology, Cambridge, Massachusetts,Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Sangeeta N. Bhatia
- Koch Institute, Massachusetts Institute of Technology, Cambridge, Massachusetts,Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts,Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, Massachusetts,Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts,Broad Institute, Cambridge, Massachusetts,Howard Hughes Medical Institute, Chevy Chase, Maryland,Correspondence Address correspondence to: Sangeeta N. Bhatia, MD, PhD, Koch Institute for Integrative Cancer, Research at MIT, Building 76, Room 473, 500 Main Street, Cambridge, Massachusetts 02142.
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Chen Q, Tang K, Zhang X, Chen P, Guo Y. Establishment of pseudovirus infection mouse models for in vivo pharmacodynamics evaluation of filovirus entry inhibitors. Acta Pharm Sin B 2017; 8:200-208. [PMID: 29719780 PMCID: PMC5925413 DOI: 10.1016/j.apsb.2017.08.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Revised: 08/23/2017] [Accepted: 08/28/2017] [Indexed: 10/25/2022] Open
Abstract
Filoviruses cause severe and fatal viral hemorrhagic fever in humans. Filovirus research has been extensive since the 2014 Ebola outbreak. Due to their high pathogenicity and mortality, live filoviruses require Biosafety Level-4 (BSL-4) facilities, which have restricted the development of anti-filovirus vaccines and drugs. An HIV-based pseudovirus cell infection assay is widely used for viral entry studies in BSL-2 conditions. Here, we successfully constructed nine in vitro pseudo-filovirus models covering all filovirus genera and three in vivo pseudo-filovirus-infection mouse models using Ebola virus, Marburg virus, and Lloviu virus as representative viruses. The pseudo-filovirus-infected mice showed visualizing bioluminescence in a dose-dependent manner. A bioluminescence peak in mice was reached on day 5 post-infection for Ebola virus and Marburg virus and on day 4 post-infection for Lloviu virus. Two known filovirus entry inhibitors, clomiphene and toremiphene, were used to validate the model. Collectively, our study shows that all genera of filoviruses can be well-pseudotyped and are infectious in vitro. The pseudo-filovirus-infection mouse models can be used for in vivo activity evaluation of anti-filovirus drugs. This sequential in vitro and in vivo evaluation system of filovirus entry inhibitors provides a secure and efficient platform for screening and assessing anti-filovirus agents in BSL-2 facilities.
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Key Words
- 3D, 3-dimensional
- BDBV, Bundibugyo virus
- BSL, Biosafety Level
- CLO, clomiphene
- DLIT, Diffuse Luminescence Imaging Tomography
- EBOV, Ebola virus
- Ebola
- Entry inhibitor
- Filovirus
- GP, glycoprotein
- IC50, the 50% inhibitory concentration
- LLOV, Lloviu virus
- MARV, Marburg virus
- Marburg
- Mouse model
- Pseudovirus
- RAVV, Ravn virus
- RESTV, Reston virus
- ROI, region of interest
- SD, standard deviation
- SEM, standard error of the mean
- SUDV, Sudan virus
- TAFV, Taï forest virus
- TORE, toremiphene
- VSV-G, vesicular stomatitis virus glycoprotein
- d.p.i., day post-infection
- h.p.i., hour post-infection
- i.p., intraperitoneally
- lg, logarithm
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