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Otazu K, Olivos-Ramirez GE, Fernández-Silva PD, Vilca-Quispe J, Vega-Chozo K, Jimenez-Avalos GM, Chenet-Zuta ME, Sosa-Amay FE, Cárdenas Cárdenas RG, Ropón-Palacios G, Dattani N, Camps I. The Malaria Box molecules: a source for targeting the RBD and NTD cryptic pocket of the spike glycoprotein in SARS-CoV-2. J Mol Model 2024; 30:217. [PMID: 38888748 DOI: 10.1007/s00894-024-06006-y] [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: 08/21/2023] [Accepted: 06/05/2024] [Indexed: 06/20/2024]
Abstract
CONTEXT SARS-CoV-2, responsible for COVID-19, has led to over 500 million infections and more than 6 million deaths globally. There have been limited effective treatments available. The study aims to find a drug that can prevent the virus from entering host cells by targeting specific sites on the virus's spike protein. METHOD We examined 13,397 compounds from the Malaria Box library against two specific sites on the spike protein: the receptor-binding domain (RBD) and a predicted cryptic pocket. Using virtual screening, molecular docking, molecular dynamics, and MMPBSA techniques, they evaluated the stability of two compounds. TCMDC-124223 showed high stability and binding energy in the RBD, while TCMDC-133766 had better binding energy in the cryptic pocket. The study also identified that the interacting residues are conserved, which is crucial for addressing various virus variants. The findings provide insights into the potential of small molecules as drugs against the spike protein.
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Affiliation(s)
- Kewin Otazu
- Laboratório de Modelagem Computacional - LaModel, Instituto de Ciências Exatas - ICEx, Universidade Federal de Alfenas-UNIFAL-MG, Alfenas, Minas Gerais, Brazil
| | - Gustavo E Olivos-Ramirez
- Laboratório de Modelagem Computacional - LaModel, Instituto de Ciências Exatas - ICEx, Universidade Federal de Alfenas-UNIFAL-MG, Alfenas, Minas Gerais, Brazil
- HPQC Labs, Waterloo, Canada
| | - Pablo D Fernández-Silva
- Laboratório de Modelagem Computacional - LaModel, Instituto de Ciências Exatas - ICEx, Universidade Federal de Alfenas-UNIFAL-MG, Alfenas, Minas Gerais, Brazil
| | - Julissa Vilca-Quispe
- Laboratório de Modelagem Computacional - LaModel, Instituto de Ciências Exatas - ICEx, Universidade Federal de Alfenas-UNIFAL-MG, Alfenas, Minas Gerais, Brazil
| | - Karolyn Vega-Chozo
- Laboratório de Modelagem Computacional - LaModel, Instituto de Ciências Exatas - ICEx, Universidade Federal de Alfenas-UNIFAL-MG, Alfenas, Minas Gerais, Brazil
| | | | | | - Frida E Sosa-Amay
- Laboratorio de Farmacología y Toxicología, Facultad de Farmacia y Bioquímica, Universidad Nacional de la Amazonía Peruana, Iquitos, Perú
| | | | - Georcki Ropón-Palacios
- Laboratório de Modelagem Computacional - LaModel, Instituto de Ciências Exatas - ICEx, Universidade Federal de Alfenas-UNIFAL-MG, Alfenas, Minas Gerais, Brazil.
- HPQC Labs, Waterloo, Canada.
| | - Nike Dattani
- HPQC College, Waterloo, Canada.
- HPQC Labs, Waterloo, Canada.
| | - Ihosvany Camps
- Laboratório de Modelagem Computacional - LaModel, Instituto de Ciências Exatas - ICEx, Universidade Federal de Alfenas-UNIFAL-MG, Alfenas, Minas Gerais, Brazil.
- HPQC Labs, Waterloo, Canada.
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Ayubov MS, Mirzakhmedov MK, Yusupov AN, Asrorov AM, Nosirov BV, Usmanov DE, Shermatov SE, Ubaydullaeva KA, Abdukarimov A, Buriev ZT, Abdurakhmonov IY. Most accurate mutations in SARS-CoV-2 genomes identified in Uzbek patients show novel amino acid changes. Front Med (Lausanne) 2024; 11:1401655. [PMID: 38882660 PMCID: PMC11176497 DOI: 10.3389/fmed.2024.1401655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 05/14/2024] [Indexed: 06/18/2024] Open
Abstract
Purpose The rapid changes in the coronavirus genomes created new strains after the first variation was found in Wuhan in 2019. SARS-CoV-2 genotypes should periodically undergo whole genome sequencing to control it because it has been extremely helpful in combating the virus. Many diagnoses, treatments, and vaccinations have been developed against it based on genome sequencing. With its practical implications, this study aimed to determine changes in the delta variant of SARS-CoV-2 widespread in Uzbekistan during the pandemic by genome sequencing, thereby providing crucial insights for developing effective control strategies that can be directly applied in the field. Design We meticulously generated 17 high-quality whole-genome sequence data from 48 SARS-CoV-2 genotypes of COVID-19 patients who tested positive by PCR in Tashkent, Uzbekistan. Our rigorous approach, which includes stringent quality control measures and multiple rounds of verification, ensures the accuracy and reliability of our findings. Methods Our study employed a unique combination of genome sequencing and bioinformatics web tools to analyze amino acid (AA) changes in the virus genomes. This approach allowed us to understand the genetic changes in the delta variant of SARS-CoV-2 widespread in Uzbekistan during the pandemic. Results Our study revealed significant nucleotide polymorphisms, including non-synonymous (missense) and synonymous mutations in the coding regions of the sequenced sample genomes. These findings, categorized by phylogenetic analysis into the G clade (or GK sub-clade), contribute to our understanding of the delta variant of SARS-CoV-2 widespread in Uzbekistan during the pandemic. A total of 134 mutations were identified, consisting of 65 shared and 69 unique mutations. These nucleotide changes, including one frameshift mutation, one conservative and disruptive insertion-deletion, four upstream region mutations, four downstream region mutations, 39 synonymous mutations, and 84 missense mutations, are crucial in the ongoing battle against the virus. Conclusion The comprehensive whole-genome sequencing data presented in this study aids in tracing the origins and sources of circulating SARS-CoV-2 variants and analyzing emerging variations within Uzbekistan and globally. The genome sequencing of SARS-CoV-2 from samples collected in Uzbekistan in late 2021, during the peak of the pandemic's second wave nationwide, is detailed here. Following acquiring these sequences, research efforts have focused on developing DNA and plant-based edible vaccines utilizing prevalent SARS-CoV-2 strains in Uzbekistan, which are currently undergoing clinical trials.
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Affiliation(s)
- Mirzakamol S Ayubov
- Center of Genomics and Bioinformatics, Academy of Sciences of Uzbekistan, Tashkent, Republic of Uzbekistan
| | | | - Abdurakhmon N Yusupov
- Center of Genomics and Bioinformatics, Academy of Sciences of Uzbekistan, Tashkent, Republic of Uzbekistan
| | - Akmal M Asrorov
- Department of Chemistry for Natural Substances, National University of Uzbekistan, Tashkent, Uzbekistan
| | | | - Dilshod E Usmanov
- Center of Genomics and Bioinformatics, Academy of Sciences of Uzbekistan, Tashkent, Republic of Uzbekistan
| | - Shukhrat E Shermatov
- Center of Genomics and Bioinformatics, Academy of Sciences of Uzbekistan, Tashkent, Republic of Uzbekistan
| | - Khurshida A Ubaydullaeva
- Center of Genomics and Bioinformatics, Academy of Sciences of Uzbekistan, Tashkent, Republic of Uzbekistan
| | - Abdusattor Abdukarimov
- Center of Genomics and Bioinformatics, Academy of Sciences of Uzbekistan, Tashkent, Republic of Uzbekistan
| | - Zabardast T Buriev
- Center of Genomics and Bioinformatics, Academy of Sciences of Uzbekistan, Tashkent, Republic of Uzbekistan
| | - Ibrokhim Y Abdurakhmonov
- Center of Genomics and Bioinformatics, Academy of Sciences of Uzbekistan, Tashkent, Republic of Uzbekistan
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Civit L, Moradzadeh N, Jonczyk A, Neckermann P, Asbach B, Peterhoff D, Wagner R, Famulok M, Mayer G, Kjems J, Valero J. A Multi-Faceted Binding Assessment of Aptamers Targeting the SARS-CoV-2 Spike Protein. Int J Mol Sci 2024; 25:4642. [PMID: 38731860 PMCID: PMC11083479 DOI: 10.3390/ijms25094642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 04/10/2024] [Accepted: 04/12/2024] [Indexed: 05/13/2024] Open
Abstract
The COVID-19 pandemic has underscored the critical need for the advancement of diagnostic and therapeutic platforms. These platforms rely on the rapid development of molecular binders that should facilitate surveillance and swift intervention against viral infections. In this study, we have evaluated by three independent research groups the binding characteristics of various published RNA and DNA aptamers targeting the spike protein of the SARS-CoV-2 virus. For this comparative analysis, we have employed different techniques such as biolayer interferometry (BLI), enzyme-linked oligonucleotide assay (ELONA), and flow cytometry. Our data show discrepancies in the reported specificity and affinity among several of the published aptamers and underline the importance of standardized methods, the impact of biophysical techniques, and the controls used for aptamer characterization. We expect our results to contribute to the selection and application of suitable aptamers for the detection of SARS-CoV-2.
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Affiliation(s)
- Laia Civit
- Interdisciplinary Nanoscience Center, Aarhus University, DK-8000 Aarhus, Denmark; (L.C.); (J.K.)
| | - Nima Moradzadeh
- Life and Medical Sciences (LIMES), University of Bonn, 53121 Bonn, Germany; (N.M.)
| | - Anna Jonczyk
- Life and Medical Sciences (LIMES), University of Bonn, 53121 Bonn, Germany; (N.M.)
| | - Patrick Neckermann
- Institute of Medical Microbiology and Hygiene, Molecular Microbiology (Virology), Regensburg University, 93053 Regensburg, Germany
| | - Benedikt Asbach
- Institute of Medical Microbiology and Hygiene, Molecular Microbiology (Virology), Regensburg University, 93053 Regensburg, Germany
| | - David Peterhoff
- Institute of Medical Microbiology and Hygiene, Molecular Microbiology (Virology), Regensburg University, 93053 Regensburg, Germany
- Institute of Clinical Microbiology and Hygiene, University Hospital Regensburg, 93053 Regensburg, Germany
| | - Ralf Wagner
- Institute of Medical Microbiology and Hygiene, Molecular Microbiology (Virology), Regensburg University, 93053 Regensburg, Germany
- Institute of Clinical Microbiology and Hygiene, University Hospital Regensburg, 93053 Regensburg, Germany
| | - Michael Famulok
- Life and Medical Sciences (LIMES), University of Bonn, 53121 Bonn, Germany; (N.M.)
- Center of Aptamer Research & Development, University of Bonn, 53121 Bonn, Germany
| | - Günter Mayer
- Life and Medical Sciences (LIMES), University of Bonn, 53121 Bonn, Germany; (N.M.)
- Center of Aptamer Research & Development, University of Bonn, 53121 Bonn, Germany
| | - Jørgen Kjems
- Interdisciplinary Nanoscience Center, Aarhus University, DK-8000 Aarhus, Denmark; (L.C.); (J.K.)
- Department of Molecular Biology and Genetics, Aarhus University, DK-8000 Aarhus, Denmark
| | - Julián Valero
- Interdisciplinary Nanoscience Center, Aarhus University, DK-8000 Aarhus, Denmark; (L.C.); (J.K.)
- Department of Molecular Biology and Genetics, Aarhus University, DK-8000 Aarhus, Denmark
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Fiori F, Cossu FL, Salis F, Carboni D, Stagi L, De Forni D, Poddesu B, Malfatti L, Khalel A, Salis A, Casula MF, Anedda R, Lori F, Innocenzi P. In Vitro Antiviral Activity of Hyperbranched Poly-L-Lysine Modified by L-Arginine against Different SARS-CoV-2 Variants. NANOMATERIALS (BASEL, SWITZERLAND) 2023; 13:3090. [PMID: 38132987 PMCID: PMC10745586 DOI: 10.3390/nano13243090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 11/30/2023] [Indexed: 12/23/2023]
Abstract
The emergence of SARS-CoV-2 variants requires close monitoring to prevent the reoccurrence of a new pandemic in the near future. The Omicron variant, in particular, is one of the fastest-spreading viruses, showing a high ability to infect people and evade neutralization by antibodies elicited upon infection or vaccination. Therefore, the search for broad-spectrum antivirals that can inhibit the infectious capacity of SARS-CoV-2 is still the focus of intense research. In the present work, hyperbranched poly-L-lysine nanopolymers, which have shown an excellent ability to block the original strain of SARS-CoV-2 infection, were modified with L-arginine. A thermal reaction at 240 °C catalyzed by boric acid yielded Lys-Arg hyperbranched nanopolymers. The ability of these nanopolymers to inhibit viral replication were assessed for the original, Delta, and Omicron strains of SARS-CoV-2 together with their cytotoxicity. A reliable indication of the safety profile and effectiveness of the various polymeric compositions in inhibiting or suppressing viral infection was obtained by the evaluation of the therapeutic index in an in vitro prevention model. The hyperbranched L-arginine-modified nanopolymers exhibited a twelve-fold greater therapeutic index when tested with the original strain. The nanopolymers could also effectively limit the replication of the Omicron strain in a cell culture.
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Affiliation(s)
- Federico Fiori
- Laboratory of Materials Science and Nanotechnology (LMNT), CR-INSTM, Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/B, 07100 Sassari, Italy; (F.F.); (F.L.C.); (F.S.); (D.C.); (L.S.); (L.M.)
| | - Franca Lucia Cossu
- Laboratory of Materials Science and Nanotechnology (LMNT), CR-INSTM, Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/B, 07100 Sassari, Italy; (F.F.); (F.L.C.); (F.S.); (D.C.); (L.S.); (L.M.)
| | - Federica Salis
- Laboratory of Materials Science and Nanotechnology (LMNT), CR-INSTM, Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/B, 07100 Sassari, Italy; (F.F.); (F.L.C.); (F.S.); (D.C.); (L.S.); (L.M.)
| | - Davide Carboni
- Laboratory of Materials Science and Nanotechnology (LMNT), CR-INSTM, Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/B, 07100 Sassari, Italy; (F.F.); (F.L.C.); (F.S.); (D.C.); (L.S.); (L.M.)
| | - Luigi Stagi
- Laboratory of Materials Science and Nanotechnology (LMNT), CR-INSTM, Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/B, 07100 Sassari, Italy; (F.F.); (F.L.C.); (F.S.); (D.C.); (L.S.); (L.M.)
| | - Davide De Forni
- ViroStatics srl, Viale Umberto I, 46, 07100 Sassari, Italy; (D.D.F.); (B.P.); (F.L.)
| | - Barbara Poddesu
- ViroStatics srl, Viale Umberto I, 46, 07100 Sassari, Italy; (D.D.F.); (B.P.); (F.L.)
| | - Luca Malfatti
- Laboratory of Materials Science and Nanotechnology (LMNT), CR-INSTM, Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/B, 07100 Sassari, Italy; (F.F.); (F.L.C.); (F.S.); (D.C.); (L.S.); (L.M.)
| | - Abbas Khalel
- Department of Chemistry, College of Science, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates;
| | - Andrea Salis
- Department of Chemical and Geolocial Sciences, University of Cagliari, Cittadella Universitaria SS 554 Bivio Sestu, 09042 Monserrato, Italy;
| | - Maria Francesca Casula
- Department of Mechanical, Chemical and Materials Engineering, University of Cagliari, Via Marengo, 2, 09123 Cagliari, Italy
| | - Roberto Anedda
- Porto Conte Ricerche srl, Strada Provinciale S.P. 55, Loc. Tramariglio, 07041 Alghero, Italy;
| | - Franco Lori
- ViroStatics srl, Viale Umberto I, 46, 07100 Sassari, Italy; (D.D.F.); (B.P.); (F.L.)
| | - Plinio Innocenzi
- Laboratory of Materials Science and Nanotechnology (LMNT), CR-INSTM, Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43/B, 07100 Sassari, Italy; (F.F.); (F.L.C.); (F.S.); (D.C.); (L.S.); (L.M.)
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Zhang Z, Zhang N, Lu X, Zhou M, Yan X, Gu W, Yang J, Zhang Q, Zhang C, Gong Y, Jia M, Zhang X, Ning P, Liu M, Li X, Shi X, Liu W, Gao GF, Ning G, Wang J, Bi Y. Anti-infection effects of heparin on SARS-CoV-2 in a diabetic mouse model. Zool Res 2023; 44:1003-1014. [PMID: 37759335 PMCID: PMC10802103 DOI: 10.24272/j.issn.2095-8137.2023.108] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Accepted: 09/04/2023] [Indexed: 09/29/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection can result in more severe syndromes and poorer outcomes in patients with diabetes and obesity. However, the precise mechanisms responsible for the combined impact of corona virus disease 2019 (COVID-19) and diabetes have not yet been elucidated, and effective treatment options for SARS-CoV-2-infected diabetic patients remain limited. To investigate the disease pathogenesis, K18-hACE2 transgenic (hACE2 Tg) mice with a leptin receptor deficiency (hACE2-Lepr -/-) or high-fat diet (hACE2-HFD) background were generated. The two mouse models were intranasally infected with a 5×10 5 median tissue culture infectious dose (TCID 50) of SARS-CoV-2, with serum and lung tissue samples collected at 3 days post-infection. The hACE2-Lepr -/- mice were then administered a combination of low-molecular-weight heparin (LMWH) (1 mg/kg or 5 mg/kg) and insulin via subcutaneous injection prior to intranasal infection with 1×10 4 TCID 50 of SARS-CoV-2. Daily drug administration continued until the euthanasia of the mice. Analyses of viral RNA loads, histopathological changes in lung tissue, and inflammation factors were conducted. Results demonstrated similar SARS-CoV-2 susceptibility in hACE2 Tg mice under both lean (chow diet) and obese (HFD) conditions. However, compared to the hACE2-Lepr +/+ mice, hACE2-Lepr -/- mice exhibited more severe lung injury, enhanced expression of inflammatory cytokines and hypoxia-inducible factor-1α, and increased apoptosis. Moreover, combined LMWH and insulin treatment effectively reduced disease progression and severity, attenuated lung pathological changes, and mitigated inflammatory responses. In conclusion, pre-existing diabetes can lead to more severe lung damage upon SARS-CoV-2 infection, and LMWH may be a valuable therapeutic approach for managing COVID-19 patients with diabetes.
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Affiliation(s)
- Zhongyun Zhang
- Department of Endocrinology and Metabolism, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Shanghai 200025, China
| | - Ning Zhang
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing 100101, China
| | - Xuancheng Lu
- Laboratory Animal Center, Chinese Center for Disease Control and Prevention (China CDC), Beijing 102206, China
| | - Min Zhou
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Xiaoxiang Yan
- Department of Cardiology, Institute of Cardiovascular Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Weiqiong Gu
- Department of Endocrinology and Metabolism, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Shanghai 200025, China
| | - Jingru Yang
- School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325000, China
| | - Qin Zhang
- Laboratory Animal Center, Chinese Center for Disease Control and Prevention (China CDC), Beijing 102206, China
| | - Cheng Zhang
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing 100101, China
| | - Yuhuan Gong
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing 100101, China
| | - Mingjun Jia
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing 100101, China
| | - Xiaoyu Zhang
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing 100101, China
| | - Peng Ning
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing 100101, China
| | - Mei Liu
- Laboratory Animal Center, Chinese Center for Disease Control and Prevention (China CDC), Beijing 102206, China
| | - Xiaoyan Li
- Laboratory Animal Center, Chinese Center for Disease Control and Prevention (China CDC), Beijing 102206, China
| | - Xiaomeng Shi
- Laboratory Animal Center, Chinese Center for Disease Control and Prevention (China CDC), Beijing 102206, China
| | - Wenjun Liu
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - George F Gao
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing 100101, China
- Laboratory Animal Center, Chinese Center for Disease Control and Prevention (China CDC), Beijing 102206, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Guang Ning
- Department of Endocrinology and Metabolism, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Shanghai 200025, China
| | - Jiqiu Wang
- Department of Endocrinology and Metabolism, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
- Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Shanghai 200025, China. E-mail:
| | - Yuhai Bi
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Center for Influenza Research and Early-warning (CASCIRE), CAS-TWAS Center of Excellence for Emerging Infectious Diseases (CEEID), Chinese Academy of Sciences, Beijing 100101, China
- School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325000, China
- University of Chinese Academy of Sciences, Beijing 100049, China. E-mail:
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Rahman A, Roy KJ, Deb GK, Ha T, Rahman S, Aktar MK, Ali MI, Kafi MA, Choi JW. Nano-Enabled Antivirals for Overcoming Antibody Escaped Mutations Based SARS-CoV-2 Waves. Int J Mol Sci 2023; 24:13130. [PMID: 37685938 PMCID: PMC10488153 DOI: 10.3390/ijms241713130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 08/11/2023] [Accepted: 08/21/2023] [Indexed: 09/10/2023] Open
Abstract
This review discusses receptor-binding domain (RBD) mutations related to the emergence of various SARS-CoV-2 variants, which have been highlighted as a major cause of repetitive clinical waves of COVID-19. Our perusal of the literature reveals that most variants were able to escape neutralizing antibodies developed after immunization or natural exposure, pointing to the need for a sustainable technological solution to overcome this crisis. This review, therefore, focuses on nanotechnology and the development of antiviral nanomaterials with physical antagonistic features of viral replication checkpoints as such a solution. Our detailed discussion of SARS-CoV-2 replication and pathogenesis highlights four distinct checkpoints, the S protein (ACE2 receptor coupling), the RBD motif (ACE2 receptor coupling), ACE2 coupling, and the S protein cleavage site, as targets for the development of nano-enabled solutions that, for example, prevent viral attachment and fusion with the host cell by either blocking viral RBD/spike proteins or cellular ACE2 receptors. As proof of this concept, we highlight applications of several nanomaterials, such as metal and metal oxide nanoparticles, carbon-based nanoparticles, carbon nanotubes, fullerene, carbon dots, quantum dots, polymeric nanoparticles, lipid-based, polymer-based, lipid-polymer hybrid-based, surface-modified nanoparticles that have already been employed to control viral infections. These nanoparticles were developed to inhibit receptor-mediated host-virus attachments and cell fusion, the uncoating of the virus, viral gene expression, protein synthesis, the assembly of progeny viral particles, and the release of the virion. Moreover, nanomaterials have been used as antiviral drug carriers and vaccines, and nano-enabled sensors have already been shown to enable fast, sensitive, and label-free real-time diagnosis of viral infections. Nano-biosensors could, therefore, also be useful in the remote testing and tracking of patients, while nanocarriers probed with target tissue could facilitate the targeted delivery of antiviral drugs to infected cells, tissues, organs, or systems while avoiding unwanted exposure of non-target tissues. Antiviral nanoparticles can also be applied to sanitizers, clothing, facemasks, and other personal protective equipment to minimize horizontal spread. We believe that the nanotechnology-enabled solutions described in this review will enable us to control repeated SAR-CoV-2 waves caused by antibody escape mutations.
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Affiliation(s)
- Aminur Rahman
- Department of Microbiology and Hygiene, Bangladesh Agricultural University, Mymensingh 2202, Bangladesh; (A.R.); (K.J.R.); (S.R.); (M.K.A.); (M.I.A.)
| | - Kumar Jyotirmoy Roy
- Department of Microbiology and Hygiene, Bangladesh Agricultural University, Mymensingh 2202, Bangladesh; (A.R.); (K.J.R.); (S.R.); (M.K.A.); (M.I.A.)
| | - Gautam Kumar Deb
- Department of Biotechnology, Bangladesh Livestock Research Institute, Dhaka 1341, Bangladesh;
| | - Taehyeong Ha
- Department of Chemical and Biomolecular Engineering, Sogang University, 35 Baekbeom-ro, Mapo-gu, Seoul 04107, Republic of Korea;
| | - Saifur Rahman
- Department of Microbiology and Hygiene, Bangladesh Agricultural University, Mymensingh 2202, Bangladesh; (A.R.); (K.J.R.); (S.R.); (M.K.A.); (M.I.A.)
| | - Mst. Khudishta Aktar
- Department of Microbiology and Hygiene, Bangladesh Agricultural University, Mymensingh 2202, Bangladesh; (A.R.); (K.J.R.); (S.R.); (M.K.A.); (M.I.A.)
| | - Md. Isahak Ali
- Department of Microbiology and Hygiene, Bangladesh Agricultural University, Mymensingh 2202, Bangladesh; (A.R.); (K.J.R.); (S.R.); (M.K.A.); (M.I.A.)
| | - Md. Abdul Kafi
- Department of Microbiology and Hygiene, Bangladesh Agricultural University, Mymensingh 2202, Bangladesh; (A.R.); (K.J.R.); (S.R.); (M.K.A.); (M.I.A.)
| | - Jeong-Woo Choi
- Department of Chemical and Biomolecular Engineering, Sogang University, 35 Baekbeom-ro, Mapo-gu, Seoul 04107, Republic of Korea;
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Widyasari K, Jang J, Kang T, Kim S. Effectiveness of Bivalent Omicron-Containing Booster Vaccines against SARS-CoV-2 Omicron Variant among Individuals with and without Prior SARS-CoV-2 Infection. Viruses 2023; 15:1756. [PMID: 37632098 PMCID: PMC10459014 DOI: 10.3390/v15081756] [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: 07/27/2023] [Revised: 08/14/2023] [Accepted: 08/16/2023] [Indexed: 08/27/2023] Open
Abstract
In this study, we evaluated the effectiveness of the bivalent mRNA COVID-19 vaccines against the Omicron variant in individuals with or without prior SARS-CoV-2 infection history. We assessed the SARS-CoV-2-specific neutralizing antibody in serum samples by surrogate virus neutralizing assay (sVNT) and determined the serum's neutralizing capacity against the Omicron BA.5 by a plaque reduction neutralizing test (PRNT50). The results of the sVNT assay demonstrate a higher percentage of inhibition of the serum samples from the infected group than from the uninfected group (p = 0.01) before the bivalent vaccination but a similarly high percentage of inhibition after the vaccination. Furthermore, the results of the PRNT50 assay demonstrate a higher neutralizing capacity of the serum samples against Omicron BA.5 in the infected group compared to the uninfected group, both before and after the bivalent vaccine administration (p < 0.01 and p = 0.02 for samples collected before and after the bivalent vaccination, respectively). A higher neutralizing capacity of the serum samples against BA.5 following bivalent vaccination compared to those before vaccination suggests the efficacy of bivalent mRNA COVID-19 vaccines in triggering an immune response against the Omicron variant, particularly BA.5, regardless of infection history.
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Affiliation(s)
- Kristin Widyasari
- Gyeongsang Institute of Health Sciences, Gyeongsang National University, Jinju 52727, Republic of Korea;
| | - Jieun Jang
- Gyeongnam Center for Infectious Disease Control and Prevention, Changwon 51154, Republic of Korea;
| | - Taejoon Kang
- Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejon 34141, Republic of Korea;
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Republic of Korea
| | - Sunjoo Kim
- Gyeongsang Institute of Health Sciences, Gyeongsang National University, Jinju 52727, Republic of Korea;
- Gyeongnam Center for Infectious Disease Control and Prevention, Changwon 51154, Republic of Korea;
- Department of Laboratory Medicine, College of Medicine Gyeongsang National University, Jinju 52727, Republic of Korea
- Department of Laboratory Medicine, Gyeongsang National University Changwon Hospital, Changwon 51472, Republic of Korea
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Gerardi V, Rohaim MA, Naggar RFE, Atasoy MO, Munir M. Deep Structural Analysis of Myriads of Omicron Sub-Variants Revealed Hotspot for Vaccine Escape Immunity. Vaccines (Basel) 2023; 11:vaccines11030668. [PMID: 36992252 DOI: 10.3390/vaccines11030668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 03/14/2023] [Accepted: 03/15/2023] [Indexed: 03/18/2023] Open
Abstract
The emergence of the Omicron variant has reinforced the importance of continued SARS-CoV-2 evolution and its possible impact on vaccine effectiveness. Specifically, mutations in the receptor-binding domain (RBD) are critical to comprehend the flexibility and dynamicity of the viral interaction with the human agniotensin-converting enzyme 2 (hACE2) receptor. To this end, we have applied a string of deep structural and genetic analysis tools to map the substitution patterns in the S protein of major Omicron sub-variants (n = 51) with a primary focus on the RBD mutations. This head-to-head comparison of Omicron sub-variants revealed multiple simultaneous mutations that are attributed to antibody escape, and increased affinity and binding to hACE2. Our deep mapping of the substitution matrix indicated a high level of diversity at the N-terminal and RBD domains compared with other regions of the S protein, highlighting the importance of these two domains in a matched vaccination approach. Structural mapping identified highly variable mutations in the up confirmation of the S protein and at sites that critically define the function of the S protein in the virus pathobiology. These substitutional trends offer support in tracking mutations along the evolutionary trajectories of SAR-CoV-2. Collectively, the findings highlight critical areas of mutations across the major Omicron sub-variants and propose several hotspots in the S proteins of SARS-CoV-2 sub-variants to train the future design and development of COVID-19 vaccines.
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Affiliation(s)
- Valeria Gerardi
- Division of Biomedical and Life Sciences, Faculty of Health and Medicine, Lancaster University, Lancaster LA1 4YG, UK
| | - Mohammed A Rohaim
- Division of Biomedical and Life Sciences, Faculty of Health and Medicine, Lancaster University, Lancaster LA1 4YG, UK
- Department of Virology, Faculty of Veterinary Medicine, Cairo University, Giza 12211, Egypt
| | - Rania F El Naggar
- Division of Biomedical and Life Sciences, Faculty of Health and Medicine, Lancaster University, Lancaster LA1 4YG, UK
- Department of Virology, Faculty of Veterinary Medicine, University of Sadat City, Sadat 32897, Egypt
| | - Mustafa O Atasoy
- Division of Biomedical and Life Sciences, Faculty of Health and Medicine, Lancaster University, Lancaster LA1 4YG, UK
| | - Muhammad Munir
- Division of Biomedical and Life Sciences, Faculty of Health and Medicine, Lancaster University, Lancaster LA1 4YG, UK
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Zheng SY, Zhang YP, Liu YX, Zhao W, Peng XL, Zheng YP, Fu YH, Yu JM, He JS. Tracking of Mutational Signature of SARS-CoV-2 Omicron on Distinct Continents and Little Difference was Found. Viruses 2023; 15:v15020321. [PMID: 36851535 PMCID: PMC9967123 DOI: 10.3390/v15020321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 01/18/2023] [Accepted: 01/19/2023] [Indexed: 01/26/2023] Open
Abstract
The Omicron variant is currently ravaging the world, raising serious concern globally. Monitoring genomic variations and determining their influence on biological features are critical for tracing its ongoing transmission and facilitating effective measures. Based on large-scale sequences from different continents, this study found that: (i) The genetic diversity of Omicron is much lower than that of the Delta variant. Still, eight deletions (Del 1-8) and 1 insertion, as well as 130 SNPs, were detected on the Omicron genomes, with two deletions (Del 3 and 4) and 38 SNPs commonly detected on all continents and exhibiting high-occurring frequencies. (ii) Four groups of tightly linked SNPs (linkage I-IV) were detected, among which linkage I, containing 38 SNPs, with 6 located in the RBD, increased its occurring frequency remarkably over time. (iii) The third codons of the Omicron shouldered the most mutation pressures, while the second codons presented the least flexibility. (iv) Four major mutants with amino acid substitutions in the RBD were detected, and further structural analysis suggested that the substitutions did not alter the viral receptor binding ability greatly. It was inferred that though the Omicron genome harbored great changes in antigenicity and remarkable ability to evade immunity, it was immune-pressure selected. This study tracked mutational signatures of Omicron variant and the potential biological significance of the SNPs, and the linkages await further functional verification.
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Affiliation(s)
| | | | | | | | | | | | | | - Jie-Mei Yu
- Correspondence: (J.-M.Y.); (J.-S.H.); Tel.: +86-10-51684358 (J.-M.Y.)
| | - Jin-Sheng He
- Correspondence: (J.-M.Y.); (J.-S.H.); Tel.: +86-10-51684358 (J.-M.Y.)
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Cerezo-Magaña M, Bång-Rudenstam A, Belting M. Proteoglycans: a common portal for SARS-CoV-2 and extracellular vesicle uptake. Am J Physiol Cell Physiol 2023; 324:C76-C84. [PMID: 36458979 PMCID: PMC9799137 DOI: 10.1152/ajpcell.00453.2022] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
As structural components of the glycocalyx, heparan sulfate proteoglycans (HSPGs) are involved in multiple pathophysiological processes at the apex of cell signaling cascades, and as endocytosis receptors for particle structures, such as lipoproteins, extracellular vesicles, and enveloped viruses, including SARS-CoV-2. Given their diversity and complex biogenesis regulation, HSPGs remain understudied. Here we compile some of the latest studies focusing on HSPGs as internalizing receptors of extracellular vesicles ("endogenous virus") and SARS-CoV-2 lipid-enclosed particles and highlight similarities in their biophysical and structural characteristics. Specifically, the similarities in their biogenesis, size, and lipid composition may explain a common dependence on HSPGs for efficient cell-surface attachment and uptake. We further discuss the relative complexity of extracellular vesicle composition and the viral mechanisms that evolve towards increased infectivity that complicate therapeutic strategies addressing blockade of their uptake.
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Affiliation(s)
| | - Anna Bång-Rudenstam
- 1Department of Clinical Sciences Lund, Oncology, Lund University, Lund, Sweden
| | - Mattias Belting
- 1Department of Clinical Sciences Lund, Oncology, Lund University, Lund, Sweden,2Department of Immunology, Genetics, and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden,3Department of Hematology, Oncology, and Radiophysics, Skåne University Hospital, Lund, Sweden
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Lee LYY, Suryadinata R, McCafferty C, Ignjatovic V, Purcell DFJ, Robinson P, Morton CJ, Parker MW, Anderson GP, Monagle P, Subbarao K, Neil JA. Heparin Inhibits SARS-CoV-2 Replication in Human Nasal Epithelial Cells. Viruses 2022; 14:v14122620. [PMID: 36560624 PMCID: PMC9785945 DOI: 10.3390/v14122620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 11/18/2022] [Accepted: 11/18/2022] [Indexed: 11/27/2022] Open
Abstract
SARS-CoV-2 is the causative agent of the COVID-19 pandemic. Vaccination, supported by social and public health measures, has proven efficacious for reducing disease severity and virus spread. However, the emergence of highly transmissible viral variants that escape prior immunity highlights the need for additional mitigation approaches. Heparin binds the SARS-CoV-2 spike protein and can inhibit virus entry and replication in susceptible human cell lines and bronchial epithelial cells. Primary infection predominantly occurs via the nasal epithelium, but the nasal cell biology of SARS-CoV-2 is not well studied. We hypothesized that prophylactic intranasal administration of heparin may provide strain-agnostic protection for household contacts or those in high-risk settings against SARS-CoV-2 infection. Therefore, we investigated the ability of heparin to inhibit SARS-CoV-2 infection and replication in differentiated human nasal epithelial cells and showed that prolonged exposure to heparin inhibits virus infection. Furthermore, we establish a method for PCR detection of SARS-CoV-2 viral genomes in heparin-treated samples that can be adapted for the detection of viruses in clinical studies.
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Affiliation(s)
- Leo Yi Yang Lee
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC 3000, Australia
| | - Randy Suryadinata
- Department of Respiratory Medicine, Royal Children’s Hospital, Parkville, VIC 3052, Australia
- Infection and Immunity, Murdoch Children’s Research Institute, Royal Children’s Hospital, Parkville, VIC 3052, Australia
| | - Conor McCafferty
- Department of Paediatrics, The University of Melbourne, Parkville, VIC 3052, Australia
- Haematology, Murdoch Children’s Research Institute, Parkville, VIC 3052, Australia
| | - Vera Ignjatovic
- Department of Paediatrics, The University of Melbourne, Parkville, VIC 3052, Australia
| | - Damian F. J. Purcell
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC 3000, Australia
| | - Phil Robinson
- Department of Respiratory Medicine, Royal Children’s Hospital, Parkville, VIC 3052, Australia
- Infection and Immunity, Murdoch Children’s Research Institute, Royal Children’s Hospital, Parkville, VIC 3052, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, VIC 3052, Australia
| | - Craig J. Morton
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Michael W. Parker
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia
- St. Vincent’s Institute of Medical Research, Fitzroy, VIC 3065, Australia
| | - Gary P. Anderson
- Lung Health Research Centre, Department of Biochemistry and Pharmacology, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Paul Monagle
- Department of Paediatrics, The University of Melbourne, Parkville, VIC 3052, Australia
- Haematology, Murdoch Children’s Research Institute, Parkville, VIC 3052, Australia
- Department of Haematology, Royal Children’s Hospital, Parkville, VIC 3052, Australia
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick, NSW 2031, Australia
| | - Kanta Subbarao
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC 3000, Australia
- WHO Collaborating Centre for Reference and Research on Influenza, Melbourne, VIC 3000, Australia
- Correspondence:
| | - Jessica A. Neil
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC 3000, Australia
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