1
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Jang YH, Kim T, Hong SJ, Kim SY, Hwang H, Kim S, Kang SA, Won N, Kim D, Kim MJ, Chong YP, Jang S, Jo K, Lim KI. Rapid and Sensitive Detection of RNA Viruses through Imaging of Marker Molecules Derived from Designed Circular DNA Probes. SMALL METHODS 2025:e2500182. [PMID: 40195921 DOI: 10.1002/smtd.202500182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2025] [Revised: 03/05/2025] [Indexed: 04/09/2025]
Abstract
In the absence of treatment, detection of pathogenic RNA viruses and quarantine of infected individuals are critical for controlling the infection spread. Conventional antibody-based methods often lack the required accuracy and sensitivity, due to the need for a substantial amount of viral antigens. Similarly, traditional reverse transcription real-time polymerase chain reaction methods face challenges in providing timely results due to their multiple thermal nucleic acid amplification steps. To overcome these limitations, a new method based on imaging of virus-specific DNA markers is developed. This approach employs specially designed single-stranded circular DNA probes that capture virus-derived RNA fragments generated by RNase digestion of the viral genome. These fragments serve as primers for a subsequent single-step DNA filling reaction, producing double-stranded virus-specific marker molecules. These individual markers are recognized through fluorescence imaging following linearization by enzyme cleavage and subsequent fluorescence staining. This method can detect viruses at a genome equivalent level of 14 within 40 min. In addition, the molecule-level imaging-based method effectively detects human immunodeficiency virus-1 in clinical samples. This diagnostic approach does not require sophisticated thermal controls nor extensive nucleic acid amplifications, allowing for accurate, sensitive, and rapid detection without the need for large equipment, offering substantial potential for point-of-care applications.
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Affiliation(s)
- Yoon-Ha Jang
- Department of Chemical and Biological Engineering, Sookmyung Women's University, Seoul, 04312, Republic of Korea
| | - Taesoo Kim
- Department of Chemistry and Program of Biotechnology, Sogang University, Seoul, 04107, Republic of Korea
| | - Su-Jin Hong
- Department of Chemical and Biological Engineering, Sookmyung Women's University, Seoul, 04312, Republic of Korea
| | - Se-Yeon Kim
- Department of Chemical and Biological Engineering, Sookmyung Women's University, Seoul, 04312, Republic of Korea
| | - Hyeseung Hwang
- Department of Chemistry and Program of Biotechnology, Sogang University, Seoul, 04107, Republic of Korea
| | - Siwon Kim
- Department of Chemistry and Program of Biotechnology, Sogang University, Seoul, 04107, Republic of Korea
| | - Su-A Kang
- Department of Chemical and Biological Engineering, Sookmyung Women's University, Seoul, 04312, Republic of Korea
| | - Nabin Won
- Department of Chemistry and Program of Biotechnology, Sogang University, Seoul, 04107, Republic of Korea
| | - Dogeun Kim
- Department of Chemistry and Program of Biotechnology, Sogang University, Seoul, 04107, Republic of Korea
| | - Min Jae Kim
- Department of Infectious Diseases, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Yong Pil Chong
- Department of Infectious Diseases, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Seongsoo Jang
- Department of Laboratory Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Kyubong Jo
- Department of Chemistry and Program of Biotechnology, Sogang University, Seoul, 04107, Republic of Korea
| | - Kwang-Il Lim
- Department of Chemical and Biological Engineering, Sookmyung Women's University, Seoul, 04312, Republic of Korea
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2
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Patel H, Kukol A. Harnessing viral internal proteins to combat flu and beyond. Virology 2025; 604:110414. [PMID: 39881469 DOI: 10.1016/j.virol.2025.110414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 12/27/2024] [Accepted: 01/16/2025] [Indexed: 01/31/2025]
Abstract
This mini-review examines the strategy of combining viral protein sequence conservation with drug-binding potential to identify novel antiviral targets, focusing on internal proteins of influenza A and other RNA viruses. The importance of combating viral genetic variability and reducing the likelihood of resistance development is emphasised in the context of sequence redundancy in viral datasets. It covers recent structural and functional updates, as well as drug targeting efforts for three internal influenza A viral proteins: Basic Polymerase 2, Nuclear Export Protein, and Nucleoprotein. The review discusses new insights into protein interactions, potential inhibitors, and recent drug discovery efforts. Similar approaches beyond influenza including Hepatitis E, SARS-CoV-2, Dengue, and the HIV-1 virus are also covered briefly.
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Affiliation(s)
- Hershna Patel
- School of Life and Medical Sciences, University of Hertfordshire, Hatfield, AL10 9AB, United Kingdom
| | - Andreas Kukol
- School of Life and Medical Sciences, University of Hertfordshire, Hatfield, AL10 9AB, United Kingdom.
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3
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Asadbeigi A, Bakhtiarizadeh MR, Saffari M, Modarressi MH, Sadri N, Kafi ZZ, Fazilaty H, Ghalyanchilangeroudi A, Esmaeili H. Protection of animals against devastating RNA viruses using CRISPR-Cas13s. MOLECULAR THERAPY. NUCLEIC ACIDS 2024; 35:102235. [PMID: 39021763 PMCID: PMC11253668 DOI: 10.1016/j.omtn.2024.102235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 05/29/2024] [Indexed: 07/20/2024]
Abstract
The intrinsic nature of CRISPR-Cas in conferring immunity to bacteria and archaea has been repurposed to combat pathogenic agents in mammalian and plant cells. In this regard, CRISPR-Cas13 systems have proved their remarkable potential for single-strand RNA viruses targeting. Here, different types of Cas13 orthologs were applied to knockdown foot-and-mouth disease virus (FMDV), a highly contagious disease of a wide variety of species with genetically diverse strains and is widely geographically distributed. Using programmable CRISPR RNAs capable of targeting conserved regions of the viral genome, all Cas13s from CRISPR system type VI (subtype A/B/D) could comprehensively target and repress different serotypes of FMDV virus. This approach has the potential to destroy all strains of a virus as targets the ultra-conserved regions of genome. We experimentally compared the silencing efficiency of CRISPR and RNAi by designing the most effective short hairpin RNAs according to our developed scoring system and observed comparable results. This study showed successful usage of various Cas13 enzymes for suppression of FMDV, which provides a flexible strategy to battle with other animal infectious RNA viruses, an underdeveloped field in the biotechnology scope.
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Affiliation(s)
- Adnan Asadbeigi
- Cancer Institute, Department of Medical Genetics, Faculty of Medicine, Tehran University of Medical Sciences (TUMS), Tehran 1417613151, Iran
| | | | - Mojtaba Saffari
- Department of Medical Genetics, Faculty of Medicine, Tehran University of Medical Sciences (TUMS), Tehran 1417613151, Iran
| | - Mohammad Hossein Modarressi
- Department of Medical Genetics, Faculty of Medicine, Tehran University of Medical Sciences (TUMS), Tehran 1417613151, Iran
| | - Naser Sadri
- Department of Microbiology and Immunology, Faculty of Veterinary Medicine, University of Tehran, Tehran 1419963111, Iran
| | - Zahra Ziafati Kafi
- Department of Microbiology and Immunology, Faculty of Veterinary Medicine, University of Tehran, Tehran 1419963111, Iran
| | - Hassan Fazilaty
- Department of Molecular Life Sciences, University of Zurich, 8057 Zurich, Switzerland
| | - Arash Ghalyanchilangeroudi
- Department of Microbiology and Immunology, Faculty of Veterinary Medicine, University of Tehran, Tehran 1419963111, Iran
| | - Hossein Esmaeili
- Department of Microbiology and Immunology, Faculty of Veterinary Medicine, University of Tehran, Tehran 1419963111, Iran
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4
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Detection and Characterization of an H9N2 Influenza A Virus in the Egyptian Rousette Bat in Limpopo, South Africa. Viruses 2023; 15:v15020498. [PMID: 36851712 PMCID: PMC9958621 DOI: 10.3390/v15020498] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 02/06/2023] [Accepted: 02/08/2023] [Indexed: 02/15/2023] Open
Abstract
In recent years, bats have been shown to host various novel bat-specific influenza viruses, including H17N10 and H18N11 in the Americas and the H9N2 subtype from Africa. Rousettus aegyptiacus (Egyptian Rousette bat) is recognized as a host species for diverse viral agents. This study focused on the molecular surveillance of a maternal colony in Limpopo, South Africa, between 2017-2018. A pan-influenza hemi-nested RT-PCR assay targeting the PB1 gene was established, and influenza A virus RNA was identified from one fecal sample out of 860 samples. Genome segments were recovered using segment-specific amplification combined with standard Sanger sequencing and Illumina unbiased sequencing. The identified influenza A virus was closely related to the H9N2 bat-influenza virus, confirming the circulation of this subtype among Egyptian fruit bat populations in Southern Africa. This bat H9N2 subtype contained amino acid residues associated with transmission and virulence in either mammalian or avian hosts, though it will likely require additional adaptations before spillover.
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5
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Influenza A virus strain PR/8/34, but neither HAM/2009 nor WSN/33, is transiently inhibited by the PB2-targeting drug paliperidone. Arch Virol 2023; 168:63. [PMID: 36637551 PMCID: PMC9839214 DOI: 10.1007/s00705-022-05696-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 12/01/2022] [Indexed: 01/14/2023]
Abstract
Influenza A virus (FLUAV) is a significant human pathogen. In silico structural analysis (PMID 28628827) has suggested that the FDA-approved drug paliperidone interferes with the binding of the FLUAV polymerase subunit PB2 to the nucleoprotein NP. We found that paliperidone inhibits FLUAV A/PR/8/34 early after infection of canine MDCK II, human A549, and human primary bronchial cells, but not at late time points. No effect was detectable against the strains A/Hamburg/05/2009 and A/WSN/33. Moreover, paliperidone indeed disturbed the interaction between the PB2 and the NP of A/PR/8/34 and reduced early viral RNA and protein synthesis by approximately 50%. Thus, paliperidone has measurable but transient and virus-strain-restricted effects on FLUAV.
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6
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Li X, Peng T. Strategy, Progress, and Challenges of Drug Repurposing for Efficient Antiviral Discovery. Front Pharmacol 2021; 12:660710. [PMID: 34017257 PMCID: PMC8129523 DOI: 10.3389/fphar.2021.660710] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 04/16/2021] [Indexed: 12/17/2022] Open
Abstract
Emerging or re-emerging viruses are still major threats to public health. Prophylactic vaccines represent the most effective way to prevent virus infection; however, antivirals are more promising for those viruses against which vaccines are not effective enough or contemporarily unavailable. Because of the slow pace of novel antiviral discovery, the high disuse rates, and the substantial cost, repurposing of the well-characterized therapeutics, either approved or under investigation, is becoming an attractive strategy to identify the new directions to treat virus infections. In this review, we described recent progress in identifying broad-spectrum antivirals through drug repurposing. We defined the two major categories of the repurposed antivirals, direct-acting repurposed antivirals (DARA) and host-targeting repurposed antivirals (HTRA). Under each category, we summarized repurposed antivirals with potential broad-spectrum activity against a variety of viruses and discussed the possible mechanisms of action. Finally, we proposed the potential investigative directions of drug repurposing.
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Affiliation(s)
- Xinlei Li
- State Key Laboratory of Respiratory Disease, Sino-French Hoffmann Institute, College of Basic Medicine, Guangzhou Medical University, Guangzhou, China
| | - Tao Peng
- State Key Laboratory of Respiratory Disease, Sino-French Hoffmann Institute, College of Basic Medicine, Guangzhou Medical University, Guangzhou, China
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7
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Blanchard EL, Vanover D, Bawage SS, Tiwari PM, Rotolo L, Beyersdorf J, Peck HE, Bruno NC, Hincapie R, Michel F, Murray J, Sadhwani H, Vanderheyden B, Finn MG, Brinton MA, Lafontaine ER, Hogan RJ, Zurla C, Santangelo PJ. Treatment of influenza and SARS-CoV-2 infections via mRNA-encoded Cas13a in rodents. Nat Biotechnol 2021; 39:717-726. [PMID: 33536629 DOI: 10.1038/s41587-021-00822-w] [Citation(s) in RCA: 134] [Impact Index Per Article: 33.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 12/17/2020] [Accepted: 12/18/2020] [Indexed: 12/11/2022]
Abstract
Cas13a has been used to target RNA viruses in cell culture, but efficacy has not been demonstrated in animal models. In this study, we used messenger RNA (mRNA)-encoded Cas13a for mitigating influenza virus A and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection in mice and hamsters, respectively. We designed CRISPR RNAs (crRNAs) specific for PB1 and highly conserved regions of PB2 of influenza virus, and against the replicase and nucleocapsid genes of SARS-CoV-2, and selected the crRNAs that reduced viral RNA levels most efficiently in cell culture. We delivered polymer-formulated Cas13a mRNA and the validated guides to the respiratory tract using a nebulizer. In mice, Cas13a degraded influenza RNA in lung tissue efficiently when delivered after infection, whereas in hamsters, Cas13a delivery reduced SARS-CoV-2 replication and reduced symptoms. Our findings suggest that Cas13a-mediated targeting of pathogenic viruses can mitigate respiratory infections.
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Affiliation(s)
- Emmeline L Blanchard
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Daryll Vanover
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Swapnil Subhash Bawage
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Pooja Munnilal Tiwari
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Laura Rotolo
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Jared Beyersdorf
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Hannah E Peck
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Nicholas C Bruno
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA, USA
| | - Robert Hincapie
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA, USA
| | - Frank Michel
- Department of Veterinary Biosciences and Diagnostic Imaging, College of Veterinary Medicine University of Georgia, Athens, GA, USA
| | - Jackelyn Murray
- Department of Infectious Diseases, College of Veterinary Medicine University of Georgia, Athens, GA, USA
| | - Heena Sadhwani
- Department of Biology, Georgia State University, Atlanta, GA, USA
| | - Bob Vanderheyden
- Analytics and Data Science Institute, Kennesaw State University, Kennesaw, GA, USA
| | - M G Finn
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA, USA
| | - Margo A Brinton
- Department of Biology, Georgia State University, Atlanta, GA, USA
| | - Eric R Lafontaine
- Department of Infectious Diseases, College of Veterinary Medicine University of Georgia, Athens, GA, USA
| | - Robert J Hogan
- Department of Veterinary Biosciences and Diagnostic Imaging, College of Veterinary Medicine University of Georgia, Athens, GA, USA.,Department of Infectious Diseases, College of Veterinary Medicine University of Georgia, Athens, GA, USA
| | - Chiara Zurla
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA.
| | - Philip J Santangelo
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA.
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8
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Karami A, Hasani M, Azizi Jalilian F, Ezati R. Conventional PCR assisted single-component assembly of spherical nucleic acids for simple colorimetric detection of SARS-CoV-2. SENSORS AND ACTUATORS. B, CHEMICAL 2021; 328:128971. [PMID: 33012989 PMCID: PMC7521892 DOI: 10.1016/j.snb.2020.128971] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 09/17/2020] [Accepted: 09/24/2020] [Indexed: 05/02/2023]
Abstract
Continuous identification of suspected infectious cases is crucial to control the recent pandemic caused by the novel human coronavirus SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2). Real-time polymerase chain reaction (real-time PCR) technology cannot be implemented easily and in large scale in some communities due to lack of resources and infrastructures. Here, we report a simple colorimetric strategy derived from linker-based single-component assembly of gold nanoparticle-core spherical nucleic acids (AuNP-core SNAs) for visual detection of PCR products of SARS-CoV-2 ribonucleic acid (RNA) template. A palindromic linker is designed based on SARS-CoV-2 specific E gene to program the identical colloidal SNAs into large assemblies along with a distinct red-to-purple color change. The linker acts as a probe of SARS-CoV-2 RNA in conventional PCR reaction. In the presence of the correct template the palindromic linker, which is complementary to a short region within the target amplicon, is cleaved by 5'-exonuclease activity of deoxyribonucleic acid (DNA) polymerase. Cleavage of the palindromic linker during the amplification process inhibits the single-component assembly formation of SNAs. So, positive and negative viral samples produce simply red and purple colors in the post PCR colorimetric test, respectively. Evaluation of the samples obtained from cases with laboratory-confirmed SARS-CoV-2 infection revealed that our assay can rival with real-time PCR method in sensitivity.
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Affiliation(s)
- Abbas Karami
- Faculty of Chemistry, Bu-Ali Sina University, Hamedan, 65174, Iran
| | - Masoumeh Hasani
- Faculty of Chemistry, Bu-Ali Sina University, Hamedan, 65174, Iran
| | - Farid Azizi Jalilian
- Department of Medical Virology, Faculty of Medicine, Hamedan University of Medical Sciences, Hamedan, Iran
| | - Razieh Ezati
- Department of Molecular Diagnosis, Farzan Molecular and Pathobiology Laboratory, Hamedan, Iran
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9
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Integrating molecular modelling methods to advance influenza A virus drug discovery. Drug Discov Today 2020; 26:503-510. [PMID: 33220433 DOI: 10.1016/j.drudis.2020.11.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 10/20/2020] [Accepted: 11/11/2020] [Indexed: 11/20/2022]
Abstract
Since the discovery of the anti-influenza drugs oseltamivir and zanamivir using computer-aided drug design methods, there have been significant applications of molecular modelling methodologies applied to influenza A virus drug discovery, such as molecular dynamics (MD) simulation, molecular docking, and virtual screening (VS). In this review, we provide a brief general introduction to molecular modelling in the context of drug discovery and then focus on the advances and impact of integrating these methods with specific reference to potential influenza A antiviral drug targets.
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10
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Trigueiro-Louro J, Correia V, Figueiredo-Nunes I, Gíria M, Rebelo-de-Andrade H. Unlocking COVID therapeutic targets: A structure-based rationale against SARS-CoV-2, SARS-CoV and MERS-CoV Spike. Comput Struct Biotechnol J 2020; 18:2117-2131. [PMID: 32913581 PMCID: PMC7452956 DOI: 10.1016/j.csbj.2020.07.017] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 07/20/2020] [Accepted: 07/22/2020] [Indexed: 12/11/2022] Open
Abstract
There are no approved target therapeutics against SARS-CoV-2 or other beta-CoVs. The beta-CoV Spike protein is a promising target considering the critical role in viral infection and pathogenesis and its surface exposed features. We performed a structure-based strategy targeting highly conserved druggable regions resulting from a comprehensive large-scale sequence analysis and structural characterization of Spike domains across SARSr- and MERSr-CoVs. We have disclosed 28 main consensus druggable pockets within the Spike. The RBD and SD1 (S1 subunit); and the CR, HR1 and CH (S2 subunit) represent the most promising conserved druggable regions. Additionally, we have identified 181 new potential hot spot residues for the hSARSr-CoVs and 72 new hot spot residues for the SARSr- and MERSr-CoVs, which have not been described before in the literature. These sites/residues exhibit advantageous structural features for targeted molecular and pharmacological modulation. This study establishes the Spike as a promising anti-CoV target using an approach with a potential higher resilience to resistance development and directed to a broad spectrum of Beta-CoVs, including the new SARS-CoV-2 responsible for COVID-19. This research also provides a structure-based rationale for the design and discovery of chemical inhibitors, antibodies or other therapeutic modalities successfully targeting the Beta-CoV Spike protein.
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Key Words
- ACE2, angiotensin-converting enzyme2
- Bat-SL-CoVs, bat SARS-like coronavirus
- Beta-CoVs, betacoronavirus
- Betacoronavirus
- CC, conserved cluster
- CD, connector domain
- CDP, consensus druggable pocket
- CDR, consensus druggable residue
- CH, central helix
- CP, cytoplasmic domain
- CR, connecting region
- CS, conservation score
- CoVs, coronavirus
- Coronavirus disease
- DGSS, DoGSiteScorer
- DPP4, dipeptidyl peptidase-4
- Druggability prediction
- FP, fusion peptide
- HR1, heptad repeat 1
- HR2, heptad repeat 2
- MERS-CoVs, middle east respiratory syndrome coronavirus
- MERSr-CoVs, middle east respiratory syndrome-related coronavirus
- MSA, multiple sequence alignment
- NTD, N-terminal domain
- Novel antiviral targets
- PDB, Protein Data Bank
- PDS, PockDrug-Server
- RBD, Receptor-Binding Domain
- S, Spike
- SARS-CoV-2
- SARS-CoV-2, severe acute respiratory syndrome coronavirus 2
- SARS-CoVs, severe acute respiratory syndrome coronavirus
- SARSr-CoVs, severe acute respiratory syndrome-related coronavirus
- SD1, subdomain 1
- SD2, subdomain 2
- SF, SiteFinder from MOE
- SP, small pocket
- Sequence conservation
- Spike protein
- Sv, shorter variant
- T-RHS, top-ranked hot spots
- TMPRSS2, transmembrane protease serine 2
- aa, amino acid
- hSARSr-CoVs, human Severe acute respiratory syndrome-related coronavirus
- nts, nucleotides
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Affiliation(s)
- João Trigueiro-Louro
- Antiviral Resistance Lab, Research & Development Unit, Infectious Diseases Department, Instituto Nacional de Saúde Doutor Ricardo Jorge, IP, Av. Padre Cruz, 1649-016 Lisbon, Portugal
- Host-Pathogen Interaction Unit, Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Professor Gama Pinto, 1649-003 Lisbon, Portugal
| | - Vanessa Correia
- Antiviral Resistance Lab, Research & Development Unit, Infectious Diseases Department, Instituto Nacional de Saúde Doutor Ricardo Jorge, IP, Av. Padre Cruz, 1649-016 Lisbon, Portugal
| | - Inês Figueiredo-Nunes
- Host-Pathogen Interaction Unit, Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Professor Gama Pinto, 1649-003 Lisbon, Portugal
| | - Marta Gíria
- Host-Pathogen Interaction Unit, Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Professor Gama Pinto, 1649-003 Lisbon, Portugal
| | - Helena Rebelo-de-Andrade
- Antiviral Resistance Lab, Research & Development Unit, Infectious Diseases Department, Instituto Nacional de Saúde Doutor Ricardo Jorge, IP, Av. Padre Cruz, 1649-016 Lisbon, Portugal
- Host-Pathogen Interaction Unit, Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Professor Gama Pinto, 1649-003 Lisbon, Portugal
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11
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Ghaebi M, Osali A, Valizadeh H, Roshangar L, Ahmadi M. Vaccine development and therapeutic design for 2019-nCoV/SARS-CoV-2: Challenges and chances. J Cell Physiol 2020; 235:9098-9109. [PMID: 32557648 PMCID: PMC7323389 DOI: 10.1002/jcp.29771] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 04/28/2020] [Indexed: 12/11/2022]
Abstract
The ongoing outbreak of the recently emerged 2019 novel coronavirus (nCoV), which has seriously threatened global health security, is caused by severe acute respiratory syndrome coronavirus 2 (SARS‐CoV‐2) with high morbidity and mortality. Despite the burden of the disease worldwide, still, no licensed vaccine or any specific drug against 2019‐nCoV is available. Data from several countries show that few repurposed drugs using existing antiviral drugs have not (so far) been satisfactory and more recently were proven to be even highly toxic. These findings underline an urgent need for preventative and therapeutic interventions designed to target specific aspects of 2019‐nCoV. Again the major factor in this urgency is that the process of data acquisition by physical experiment is time‐consuming and expensive to obtain. Scientific simulations and more in‐depth data analysis permit to validate or refute drug repurposing opportunities predicted via target similarity profiling to speed up the development of a new more effective anti‐2019‐nCoV therapy especially where in vitro and/or in vivo data are not yet available. In addition, several research programs are being developed, aiming at the exploration of vaccines to prevent and treat the 2019‐nCoV. Computational‐based technology has given us the tools to explore and identify potentially effective drug and/or vaccine candidates which can effectively shorten the time and reduce the operating cost. The aim of the present review is to address the available information on molecular determinants in disease pathobiology modules and define the computational approaches employed in systematic drug repositioning and vaccine development settings for SARS‐CoV‐2.
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Affiliation(s)
- Mahnaz Ghaebi
- Department of Immunology, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran.,Students Research Center Committee, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Abdolreza Osali
- Department of Immunology, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Hamed Valizadeh
- Tuberculosis and Lung Disease Research Center of Tabriz University of Medical Sciences, Tabriz, Iran
| | - Leila Roshangar
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Majid Ahmadi
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
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12
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Srinivasan S, Cui H, Gao Z, Liu M, Lu S, Mkandawire W, Narykov O, Sun M, Korkin D. Structural Genomics of SARS-CoV-2 Indicates Evolutionary Conserved Functional Regions of Viral Proteins. Viruses 2020; 12:v12040360. [PMID: 32218151 PMCID: PMC7232164 DOI: 10.3390/v12040360] [Citation(s) in RCA: 164] [Impact Index Per Article: 32.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 03/15/2020] [Accepted: 03/20/2020] [Indexed: 12/22/2022] Open
Abstract
During its first two and a half months, the recently emerged 2019 novel coronavirus, SARS-CoV-2, has already infected over one-hundred thousand people worldwide and has taken more than four thousand lives. However, the swiftly spreading virus also caused an unprecedentedly rapid response from the research community facing the unknown health challenge of potentially enormous proportions. Unfortunately, the experimental research to understand the molecular mechanisms behind the viral infection and to design a vaccine or antivirals is costly and takes months to develop. To expedite the advancement of our knowledge, we leveraged data about the related coronaviruses that is readily available in public databases and integrated these data into a single computational pipeline. As a result, we provide comprehensive structural genomics and interactomics roadmaps of SARS-CoV-2 and use this information to infer the possible functional differences and similarities with the related SARS coronavirus. All data are made publicly available to the research community.
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Affiliation(s)
- Suhas Srinivasan
- Data Science Program, Worcester Polytechnic Institute, Worcester, MA 01609, USA;
| | - Hongzhu Cui
- Bioinformatics and Computational Biology Program, Worcester Polytechnic Institute, Worcester, MA 01609, USA; (H.C.); (Z.G.); (M.L.); (S.L.); (W.M.); (D.K.)
| | - Ziyang Gao
- Bioinformatics and Computational Biology Program, Worcester Polytechnic Institute, Worcester, MA 01609, USA; (H.C.); (Z.G.); (M.L.); (S.L.); (W.M.); (D.K.)
| | - Ming Liu
- Bioinformatics and Computational Biology Program, Worcester Polytechnic Institute, Worcester, MA 01609, USA; (H.C.); (Z.G.); (M.L.); (S.L.); (W.M.); (D.K.)
| | - Senbao Lu
- Bioinformatics and Computational Biology Program, Worcester Polytechnic Institute, Worcester, MA 01609, USA; (H.C.); (Z.G.); (M.L.); (S.L.); (W.M.); (D.K.)
| | - Winnie Mkandawire
- Bioinformatics and Computational Biology Program, Worcester Polytechnic Institute, Worcester, MA 01609, USA; (H.C.); (Z.G.); (M.L.); (S.L.); (W.M.); (D.K.)
| | - Oleksandr Narykov
- Computer Science Department, Worcester Polytechnic Institute, Worcester, MA 01609, USA;
| | - Mo Sun
- Bioinformatics and Computational Biology Program, Worcester Polytechnic Institute, Worcester, MA 01609, USA; (H.C.); (Z.G.); (M.L.); (S.L.); (W.M.); (D.K.)
| | - Dmitry Korkin
- Data Science Program, Worcester Polytechnic Institute, Worcester, MA 01609, USA;
- Bioinformatics and Computational Biology Program, Worcester Polytechnic Institute, Worcester, MA 01609, USA; (H.C.); (Z.G.); (M.L.); (S.L.); (W.M.); (D.K.)
- Computer Science Department, Worcester Polytechnic Institute, Worcester, MA 01609, USA;
- Correspondence:
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13
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Patel H, Kukol A. Prediction of ligands to universally conserved binding sites of the influenza a virus nuclear export protein. Virology 2019; 537:97-103. [PMID: 31542626 DOI: 10.1016/j.virol.2019.08.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 08/09/2019] [Accepted: 08/13/2019] [Indexed: 11/27/2022]
Abstract
The nuclear export protein (NEP) of the influenza A virus exports viral ribonucleoproteins to the host cell cytoplasm following nuclear transcription. In this work conservation analysis of 3000 protein sequences and molecular modelling of full-length NEP identified ligand binding sites overlapping with high sequence conservation. Two binding hot spots were identified close to the first nuclear export signal and several hot spots overlapped with highly conserved amino acids such as Arg42, Asp43, Lys39, Ile80, Gln101 and Val109. Virtual screening with ~43,000 compounds against a binding site showed affinities of up to -8.95 kcal/mol, while ~1700 approved drugs showed affinities of up to -8.31 kcal/mol. A drug-like compounds predicted was ZINC01564229 that could be used as probe to investigate NEP function or as a new drug lead. The approved drugs Nandrolone phenylpropionate and Estropipate were predicted to bind with high affinity and may be investigated for repurposing as anti-influenza drugs. IMPORTANCE: The influenza A virus causes respiratory illness in humans and farm animals annually across the world. Antigenic shifts and drifts in the surface proteins lead to genome diversity and unpredictable pandemics and epidemics. The high evolution rate of the RNA genome can also limit the effectiveness of antivirals and is the cause of emerging resistance. From a human health perspective, it is important that compounds identified as potential influenza replication inhibitors remain effective long-term. This work presents results which are based on computational predictions that reveal interactions between available compounds and regions of the influenza A nuclear export protein which display high conservation. Due to a low probability of highly conserved regions undergoing genomic changes, these compounds may serve as ideal leads for new antivirals.
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Affiliation(s)
- Hershna Patel
- School of Life and Medical Sciences, University of Hertfordshire, United Kingdom
| | - Andreas Kukol
- School of Life and Medical Sciences, University of Hertfordshire, United Kingdom.
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14
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Trigueiro-Louro JM, Correia V, Santos LA, Guedes RC, Brito RMM, Rebelo-de-Andrade H. To hit or not to hit: Large-scale sequence analysis and structure characterization of influenza A NS1 unlocks new antiviral target potential. Virology 2019; 535:297-307. [PMID: 31104825 DOI: 10.1016/j.virol.2019.04.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Revised: 04/22/2019] [Accepted: 04/23/2019] [Indexed: 12/13/2022]
Abstract
Influenza NS1 protein is among the most promising novel druggable anti-influenza target, based on its structure; multiple interactions; and global function in influenza replication and pathogenesis. Notwithstanding, drug development guidance based on NS1 structural biology is lacking. Here, we design a promising strategy directed to highly conserved druggable regions as a result of an exhaustive large-scale sequence analysis and structure characterization of NS1 protein across human-infecting influenza A subtypes, over the past 100 years. We have identified 3 druggable pockets and 8 new potential hot spot residues in the NS1 protein, not described before, additionally to other 16 sites previously identified, which represent attractive targets for pharmacological modulation. This study provides a rationale towards structure-function studies of NS1 druggable sites, which have the potential to accelerate the NS1 target validation. This research also contributes to a deeper comprehension and insight into the evolutionary dynamics of influenza A NS1 protein.
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Affiliation(s)
- João M Trigueiro-Louro
- Host-Pathogen Interaction Unit, Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Professor Gama Pinto, 1649-003, Lisbon, Portugal; Antiviral Resistance Lab, Research & Development Unit, Infectious Diseases Department, Instituto Nacional de Saúde Doutor Ricardo Jorge, IP, Av. Padre Cruz, 1649-016, Lisbon, Portugal.
| | - Vanessa Correia
- Antiviral Resistance Lab, Research & Development Unit, Infectious Diseases Department, Instituto Nacional de Saúde Doutor Ricardo Jorge, IP, Av. Padre Cruz, 1649-016, Lisbon, Portugal
| | - Luís A Santos
- Antiviral Resistance Lab, Research & Development Unit, Infectious Diseases Department, Instituto Nacional de Saúde Doutor Ricardo Jorge, IP, Av. Padre Cruz, 1649-016, Lisbon, Portugal
| | - Rita C Guedes
- Medicinal Chemistry Unit, Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Professor Gama Pinto, 1649-003, Lisbon, Portugal
| | - Rui M M Brito
- Chemistry Department and Coimbra Chemistry Centre, Faculty of Science and Technology, University of Coimbra, 3004-535, Coimbra, Portugal
| | - Helena Rebelo-de-Andrade
- Host-Pathogen Interaction Unit, Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Professor Gama Pinto, 1649-003, Lisbon, Portugal; Antiviral Resistance Lab, Research & Development Unit, Infectious Diseases Department, Instituto Nacional de Saúde Doutor Ricardo Jorge, IP, Av. Padre Cruz, 1649-016, Lisbon, Portugal.
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15
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Kukol A. Meet Our Editorial Board Member. Protein Pept Lett 2019. [DOI: 10.2174/092986652602190220155059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Andreas Kukol
- Department of Biological and Environmental Sciences School of Life and Medical Sciences University of Hertfordshire Hatfield AL10 9AB, United Kingdom
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