1
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Mendiola-Salazar XA, Munguía-Laguna MA, Franco M, Cano-Martínez A, Santamaría Sosa J, Bautista-Pérez R. SARS-CoV-2 Spike Protein Enhances Carboxypeptidase Activity of Angiotensin-Converting Enzyme 2. Int J Mol Sci 2024; 25:6276. [PMID: 38892464 PMCID: PMC11172802 DOI: 10.3390/ijms25116276] [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: 04/28/2024] [Revised: 05/30/2024] [Accepted: 06/04/2024] [Indexed: 06/21/2024] Open
Abstract
In this study, we investigated whether severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) spike protein may modify angiotensin-converting enzyme 2 (ACE2) activity in the plasma, heart, kidney, liver, lung, and six brain regions (amygdala, brain stem, cortex, hippocampus, hypothalamus, and striatum) of diabetic and hypertensive rats. We determine ACE2 activity in the plasma and lysates of heart, kidney, liver, lung, and six brain regions. MLN-4760 inhibits ACE2 activity in the plasma and all organs. On the other hand, soluble ACE2 (sACE2) activity increased in the plasma of diabetic rats, and there was no change in the plasma of hypertensive rats. ACE2 activity was augmented in the liver, brain stem, and striatum, while it decreased in the kidney, amygdala, cortex, and hippocampus of diabetic rats. ACE2 activity increased in the kidney, liver, and lung, while it decreased in the heart, amygdala, cortex, and hypothalamus of hypertensive rats. We measured the ACE2 content via enzyme-linked immunosorbent assay and found that ACE2 protein levels increased in the heart, while it decreased in the plasma, kidney, brain stem, cortex, hippocampus, hypothalamus, and striatum of diabetic rats. ACE2 protein levels decreased in the brain stem, cortex, hippocampus, and hypothalamus of hypertensive rats. Our data showed that the spike protein enhanced ACE2 activity in the liver and lungs of diabetic rats, as well as in the heart and three of the brain regions (cortex, hypothalamus, and striatum) of hypertensive rats.
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Affiliation(s)
- Xóchitl Andrea Mendiola-Salazar
- Department of Molecular Biology, Instituto Nacional de Cardiología “Ignacio Chávez”, Mexico City 14080, Mexico (M.A.M.-L.)
- Carrera de Médico Cirujano, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Mexico City 54090, Mexico
| | - Melanie A. Munguía-Laguna
- Department of Molecular Biology, Instituto Nacional de Cardiología “Ignacio Chávez”, Mexico City 14080, Mexico (M.A.M.-L.)
| | - Martha Franco
- Department of Cardio-Renal Pathophysiology, Instituto Nacional de Cardiología “Ignacio Chávez”, Mexico City 14080, Mexico; (M.F.); (J.S.S.)
| | - Agustina Cano-Martínez
- Department of Physiology, Instituto Nacional de Cardiología “Ignacio Chávez”, Mexico City 14080, Mexico;
| | - José Santamaría Sosa
- Department of Cardio-Renal Pathophysiology, Instituto Nacional de Cardiología “Ignacio Chávez”, Mexico City 14080, Mexico; (M.F.); (J.S.S.)
| | - Rocío Bautista-Pérez
- Department of Molecular Biology, Instituto Nacional de Cardiología “Ignacio Chávez”, Mexico City 14080, Mexico (M.A.M.-L.)
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2
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Larska M, Tomana J, Krzysiak MK, Pomorska-Mól M, Socha W. Prevalence of coronaviruses in European bison (Bison bonasus) in Poland. Sci Rep 2024; 14:12928. [PMID: 38839918 PMCID: PMC11153543 DOI: 10.1038/s41598-024-63717-1] [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: 02/16/2024] [Accepted: 05/31/2024] [Indexed: 06/07/2024] Open
Abstract
Coronaviruses have been confirmed to infect a variety of species, but only one case of associated winter dysentery of European bison has been described. The study aimed to analyze the prevalence, and define the impact on the species conservation, the source of coronavirus infection, and the role of the European bison in the transmission of the pathogen in Poland. Molecular and serological screening was performed on 409 European bison from 6 free-ranging and 14 captive herds over the period of 6 years (2017-2023). Presence of coronavirus was confirmed in one nasal swab by pancoronavirus RT-PCR and in 3 nasal swab samples by bovine coronavirus (BCoV) specific real time RT-PCR. The detected virus showed high (> 98%) homology in both RdRp and Spike genes to BCoV strains characterised recently in Polish cattle and strains isolated from wild cervids in Italy. Antibodies specific to BCoV were found in 6.4% of tested samples, all originating from free-ranging animals. Seroprevalence was higher in adult animals over 5 years of age (p = 0.0015) and in females (p = 0.09). Our results suggest that European bison play only a limited role as reservoirs of bovine-like coronaviruses. Although the most probable source of infections in the European bison population in Poland is cattle, other wild ruminants could also be involved. In addition, the zoonotic potential of bovine coronaviruses is quite low.
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Affiliation(s)
- Magdalena Larska
- Department of Virology, National Veterinary Research Institute, Puławy, Poland
| | | | - Michał K Krzysiak
- Sub-Department of Parasitology and Invasive Diseases, Veterinary Faculty, University of Life Sciences, Lublin, Poland
| | - Małgorzata Pomorska-Mól
- Department of Preclinical Sciences and Infectious Diseases, Faculty of Veterinary Medicine and Animal Science, University of Life Sciences, Poznan, Poland
| | - Wojciech Socha
- Department of Virology, National Veterinary Research Institute, Puławy, Poland.
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3
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Silva PV, Nobre CN. Computational methods in the analysis of SARS-CoV-2 in mammals: A systematic review of the literature. Comput Biol Med 2024; 173:108264. [PMID: 38564853 DOI: 10.1016/j.compbiomed.2024.108264] [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: 06/28/2023] [Revised: 02/15/2024] [Accepted: 03/06/2024] [Indexed: 04/04/2024]
Abstract
SARS-CoV-2 is an enveloped RNA virus that causes severe respiratory illness in humans and animals. It infects cells by binding the Spike protein to the host's angiotensin-converting enzyme 2 (ACE2). The bat is considered the natural host of the virus, and zoonotic transmission is a significant risk and can happen when humans come into close contact with infected animals. Therefore, understanding the interconnection between human, animal, and environmental health is important to prevent and control future coronavirus outbreaks. This work aimed to systematically review the literature to identify characteristics that make mammals suitable virus transmitters and raise the main computational methods used to evaluate SARS-CoV-2 in mammals. Based on this review, it was possible to identify the main factors related to transmissions mentioned in the literature, such as the expression of ACE2 and proximity to humans, in addition to identifying the computational methods used for its study, such as Machine Learning, Molecular Modeling, Computational Simulation, between others. The findings of the work contribute to the prevention and control of future outbreaks, provide information on transmission factors, and highlight the importance of advanced computational methods in the study of infectious diseases that allow a deeper understanding of transmission patterns and can help in the development of more effective control and intervention strategies.
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Affiliation(s)
- Paula Vitória Silva
- Pontifical Catholic University of Minas Gerais - PUC Minas, 500 Dom José Gaspar Street, Building 41, Coração Eucarístico, Belo Horizonte, MG 30535-901, Brazil.
| | - Cristiane N Nobre
- Pontifical Catholic University of Minas Gerais - PUC Minas, 500 Dom José Gaspar Street, Building 41, Coração Eucarístico, Belo Horizonte, MG 30535-901, Brazil.
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4
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Sobrino-Mengual G, Armario-Nájera V, Balieu J, Walet-Balieu ML, Saba-Mayoral A, Pelacho AM, Capell T, Christou P, Bardor M, Lerouge P. The SARS-CoV-2 Spike Protein Receptor-Binding Domain Expressed in Rice Callus Features a Homogeneous Mix of Complex-Type Glycans. Int J Mol Sci 2024; 25:4466. [PMID: 38674051 PMCID: PMC11050186 DOI: 10.3390/ijms25084466] [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: 03/13/2024] [Revised: 04/06/2024] [Accepted: 04/16/2024] [Indexed: 04/28/2024] Open
Abstract
The spike protein receptor-binding domain (RBD) of SARS-CoV-2 is required for the infection of human cells. It is the main target that elicits neutralizing antibodies and also a major component of diagnostic kits. The large demand for this protein has led to the use of plants as a production platform. However, it is necessary to determine the N-glycan structures of an RBD to investigate its efficacy and functionality as a vaccine candidate or diagnostic reagent. Here, we analyzed the N-glycan profile of the RBD produced in rice callus. Of the two potential N-glycan acceptor sites, we found that one was not utilized and the other contained a mixture of complex-type N-glycans. This differs from the heterogeneous mixture of N-glycans found when an RBD is expressed in other hosts, including Nicotiana benthamiana. By comparing the glycosylation profiles of different hosts, we can select platforms that produce RBDs with the most beneficial N-glycan structures for different applications.
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Affiliation(s)
- Guillermo Sobrino-Mengual
- Department of Agricultural and Forest Sciences and Engineering, University of Lleida, Agrotecnio CERCA Center, 25003 Lleida, Spain; (G.S.-M.); (V.A.-N.); (A.S.-M.); (A.M.P.); (T.C.); (P.C.)
| | - Victoria Armario-Nájera
- Department of Agricultural and Forest Sciences and Engineering, University of Lleida, Agrotecnio CERCA Center, 25003 Lleida, Spain; (G.S.-M.); (V.A.-N.); (A.S.-M.); (A.M.P.); (T.C.); (P.C.)
| | - Juliette Balieu
- GlycoMEV UR 4358, SFR Normandie Végétal FED 4277, Innovation Chimie Carnot, IRIB, GDR CNRS Chemobiologie, RMT BESTIM, Université de Rouen Normandie, F-76000 Rouen, France;
| | - Marie-Laure Walet-Balieu
- INSERM, CNRS, HeRacLeS US51 UAR2026, PISSARO, Université de Rouen Normandie, F-76000 Rouen, France; (M.-L.W.-B.); (M.B.)
| | - Andrea Saba-Mayoral
- Department of Agricultural and Forest Sciences and Engineering, University of Lleida, Agrotecnio CERCA Center, 25003 Lleida, Spain; (G.S.-M.); (V.A.-N.); (A.S.-M.); (A.M.P.); (T.C.); (P.C.)
| | - Ana M. Pelacho
- Department of Agricultural and Forest Sciences and Engineering, University of Lleida, Agrotecnio CERCA Center, 25003 Lleida, Spain; (G.S.-M.); (V.A.-N.); (A.S.-M.); (A.M.P.); (T.C.); (P.C.)
| | - Teresa Capell
- Department of Agricultural and Forest Sciences and Engineering, University of Lleida, Agrotecnio CERCA Center, 25003 Lleida, Spain; (G.S.-M.); (V.A.-N.); (A.S.-M.); (A.M.P.); (T.C.); (P.C.)
| | - Paul Christou
- Department of Agricultural and Forest Sciences and Engineering, University of Lleida, Agrotecnio CERCA Center, 25003 Lleida, Spain; (G.S.-M.); (V.A.-N.); (A.S.-M.); (A.M.P.); (T.C.); (P.C.)
- Catalan Institute for Research and Advanced Studies (ICREA), 08010 Barcelona, Spain
| | - Muriel Bardor
- INSERM, CNRS, HeRacLeS US51 UAR2026, PISSARO, Université de Rouen Normandie, F-76000 Rouen, France; (M.-L.W.-B.); (M.B.)
| | - Patrice Lerouge
- GlycoMEV UR 4358, SFR Normandie Végétal FED 4277, Innovation Chimie Carnot, IRIB, GDR CNRS Chemobiologie, RMT BESTIM, Université de Rouen Normandie, F-76000 Rouen, France;
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5
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Aloufi AS, El-Arabey AA, Eltayb WA, Elsayim R, Marenga HS, Modafer Y, Awadalla ME, Mohapatra PK, Mohapatra RK, Abdalla M. Molecular dynamic analyses of the interaction of SARS-CoV-1 or 2 variants with various angiotensin-converting enzyme-2 species. J Biomol Struct Dyn 2024:1-10. [PMID: 38344933 DOI: 10.1080/07391102.2024.2314745] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 01/18/2024] [Indexed: 10/04/2024]
Abstract
The transmembrane glycoprotein angiotensin-converting enzyme 2 (ACE2) is a key component of the renin-angiotensin system (RAS). It was shown to be the receptor of severe acute respiratory syndrome coronavirus 2 in the COVID-19 outbreak (SARS-COV-2). Furthermore, ACE2 aids in the transport of amino acids across the membrane. ACE2 is lost from the membrane, resulting in soluble ACE2 (sACE2). We aim to examine the structural conformation alterations between SARS-CoV-1 or 2 variants at various periods with ACE2 from various sources, particularly in the area where it interacts with the viral protein and the receptor. It is important to study the molecular dynamics of ACE2/SARS-COV RBD when the structure is available on the database. Here we analyzed the crystal structure of ACE2 from Human, Dog, Mus, Cat, and Bat ACE2 in complex with RBD from SARS-COV-1 and SARS-COV-2. The result shows, there is a variation in the type of residues, number of contact atoms and hydrogen bonds in ACE2 and RBD during the interaction interfaces. By using molecular dynamics simulation, we can measure RMSD, RMSF, SASA, Rg and the difference in the percentage of α helix and β strand. As bat ACE2 & SARS-CoV-2 RBD found to have a high amount of β strand compared to another structure complex, while hACE2 & SARS-CoV-1 RBD has fewer amounts of β strand. Our study provides a deep view of the structure which is available and a summary of many works around ACE2/SARS-CoV RBD interaction.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Abeer S Aloufi
- Department of Biology, College of Science, princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Amr Ahmed El-Arabey
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Al-Azhar University, Cairo, Egypt
| | - Wafa Ali Eltayb
- Biotechnology Department, Faculty of Science and Technology, Shendi University, Shendi, Nher Anile, Sudan
| | - Rasha Elsayim
- Department of Botany and Microbiology, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Hanin S Marenga
- Department of Pharmaceutical chemistry, College of pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Yosra Modafer
- Department of Biology, Faculty of Science, Jazan university, Jazan, Saudi Arabia
| | | | - Pranab K Mohapatra
- Department of Chemistry, C. V. Raman Global University, Bhubaneswar, Odisha, India
| | - Ranjan K Mohapatra
- Department of Chemistry, Government College of Engineering, Keonjhar, Odisha, India
| | - Mohnad Abdalla
- Pediatric Research Institute, Children's Hospital Affiliated to Shandong University, Jinan, China
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6
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Gopal J, Muthu M, Pushparaj SSC, Sivanesan I. Anti-COVID-19 Credentials of Chitosan Composites and Derivatives: Future Scope? Antibiotics (Basel) 2023; 12:665. [PMID: 37107027 PMCID: PMC10135369 DOI: 10.3390/antibiotics12040665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Revised: 03/27/2023] [Accepted: 03/27/2023] [Indexed: 03/31/2023] Open
Abstract
Chitosan derivatives and composites are the next generation polymers for biomedical applications. With their humble origins from the second most abundant naturally available polymer chitin, chitosan is currently one of the most promising polymer systems, with wide biological applications. This current review gives a bird's eye view of the antimicrobial applications of chitosan composites and derivatives. The antiviral activity and the mechanisms behind the inhibitory activity of these components have been reviewed. Specifically, the anti-COVID-19 aspects of chitosan composites and their derivatives have been compiled from the existing scattered reports and presented. Defeating COVID-19 is the battle of this century, and the chitosan derivative-based combat strategies naturally become very attractive. The challenges ahead and future recommendations have been addressed.
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Affiliation(s)
- Judy Gopal
- Department of Research and Innovation, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences (SIMATS), Thandalam, Chennai 602105, India
| | - Manikandan Muthu
- Department of Research and Innovation, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences (SIMATS), Thandalam, Chennai 602105, India
| | - Suraj Shiv Charan Pushparaj
- Department of Research and Innovation, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences (SIMATS), Thandalam, Chennai 602105, India
| | - Iyyakkannu Sivanesan
- Department of Bioresources and Food Science, Institute of Natural Science and Agriculture, Konkuk University, 1 Hwayang-dong, Gwangjin-gu, Seoul 05029, Republic of Korea
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7
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Chattaraj R, Kim CY, Lee D, Hammer DA. Recombinant Protein Micelles to Block Transduction by SARS-CoV-2 Pseudovirus. ACS NANO 2022; 16:17466-17477. [PMID: 36191145 PMCID: PMC9578646 DOI: 10.1021/acsnano.2c09015] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 09/26/2022] [Indexed: 06/16/2023]
Abstract
The continuing emergence of variants of the SARS-CoV-2 virus requires the development of modular molecular therapies. Here, we engineered a recombinant amphiphilic protein, oleosin, to spontaneously self-assemble into multivalent micellar nanostructures which can block the Spike S1 protein of SARS-CoV-2 pseudoviruses (PVs). Short recombinant proteins like oleosin can be formulated more easily than antibodies and can be functionalized with precision through genetic engineering. We cloned S1-binding mini-protein genes called LCBx, previously designed by David Baker's laboratory (UW Seattle), to the N-terminus of oleosin, expressing Oleo-LCBx proteins in E. coli. These proteins largely formed 10-100 nm micelles as verified by dynamic light scattering. Two proteins, Oleo-LCB1 and Oleo-LCB3, were seen to completely and irreversibly block transduction by both wild-type and delta variant PVs into 293T-hsACE2 cells at 10 μM. Presented in multivalent micelles, these proteins reduced transduction by PVs down to a functional protein concentration of 5 nM. Additionally, Oleo-LCB1 micelles outperformed corresponding synthetic LCB1 mini-proteins in reducing transduction by PVs. Tunable aqueous solubility of recombinant oleosin allowed incorporation of peptides/mini-proteins at high concentrations within micelles, thus enhancing drug loading. To validate the potential multifunctionality of the micelles, we showed that certain combinations of Oleo-LCB1 and Oleo-LCB3 performed much better than the individual proteins at the same concentration. These micelles, which we showed to be non-toxic to human cells, are thus a promising step toward the design of modular, multifunctional therapeutics that could bind to and inactivate multiple receptors and proteins necessary for the infection of the SARS-CoV-2 virus.
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Affiliation(s)
- Rajarshi Chattaraj
- Department of Chemical and Biomolecular Engineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Christina Y. Kim
- Department of Chemical and Biomolecular Engineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Daeyeon Lee
- Department of Chemical and Biomolecular Engineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Daniel A. Hammer
- Department of Chemical and Biomolecular Engineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
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8
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Worobey M, Levy JI, Serrano LM, Crits-Christoph A, Pekar JE, Goldstein SA, Rasmussen AL, Kraemer MUG, Newman C, Koopmans MPG, Suchard MA, Wertheim JO, Lemey P, Robertson DL, Garry RF, Holmes EC, Rambaut A, Andersen KG. The Huanan Seafood Wholesale Market in Wuhan was the early epicenter of the COVID-19 pandemic. Science 2022; 377:951-959. [PMID: 35881010 PMCID: PMC9348750 DOI: 10.1126/science.abp8715] [Citation(s) in RCA: 162] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 07/18/2022] [Indexed: 12/25/2022]
Abstract
Understanding how severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) emerged in 2019 is critical to preventing future zoonotic outbreaks before they become the next pandemic. The Huanan Seafood Wholesale Market in Wuhan, China, was identified as a likely source of cases in early reports, but later this conclusion became controversial. We show here that the earliest known COVID-19 cases from December 2019, including those without reported direct links, were geographically centered on this market. We report that live SARS-CoV-2-susceptible mammals were sold at the market in late 2019 and that within the market, SARS-CoV-2-positive environmental samples were spatially associated with vendors selling live mammals. Although there is insufficient evidence to define upstream events, and exact circumstances remain obscure, our analyses indicate that the emergence of SARS-CoV-2 occurred through the live wildlife trade in China and show that the Huanan market was the epicenter of the COVID-19 pandemic.
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Affiliation(s)
- Michael Worobey
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721, USA
| | - Joshua I. Levy
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Lorena Malpica Serrano
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721, USA
| | - Alexander Crits-Christoph
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Jonathan E. Pekar
- Bioinformatics and Systems Biology Graduate Program, University of California San Diego, La Jolla, CA 92093, USA
- Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093, USA
| | - Stephen A. Goldstein
- Department of Human Genetics, University of Utah School of Medicine, Salt Lake City, UT 84112, USA
| | - Angela L. Rasmussen
- Vaccine and Infectious Disease Organization, University of Saskatchewan, Saskatoon SK S7N 5E3, Canada
- Center for Global Health Science and Security, Georgetown University, Washington, DC 20057, USA
| | | | - Chris Newman
- Wildlife Conservation Research Unit, Department of Zoology, The Recanati-Kaplan Centre, University of Oxford, Oxford OX13 5QL, UK
| | - Marion P. G. Koopmans
- Pandemic and Disaster Preparedness Centre, Erasmus University Medical Center, 3015 CE Rotterdam, Netherlands
- Department of Viroscience, Erasmus University Medical Center, 3015 CE Rotterdam, Netherlands
| | - Marc A. Suchard
- Department of Biostatistics, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA 90095, USA
- Department of Human Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
- Department of Computational Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Joel O. Wertheim
- Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Philippe Lemey
- Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, 3000 Leuven, Belgium
- Global Virus Network (GVN), Baltimore, MD 21201, USA
| | - David L. Robertson
- MRC-University of Glasgow Center for Virus Research, Glasgow G61 1QH, UK
| | - Robert F. Garry
- Global Virus Network (GVN), Baltimore, MD 21201, USA
- Tulane University, School of Medicine, Department of Microbiology and Immunology, New Orleans, LA 70112, USA
- Zalgen Labs, Frederick, MD 21703, USA
| | - Edward C. Holmes
- Sydney Institute for Infectious Diseases, School of Life and Environmental Sciences and School of Medical Sciences, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Andrew Rambaut
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3FL, UK
| | - Kristian G. Andersen
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037, USA
- Scripps Research Translational Institute, La Jolla, CA 92037, USA
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9
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Gao K, Wang R, Chen J, Cheng L, Frishcosy J, Huzumi Y, Qiu Y, Schluckbier T, Wei X, Wei GW. Methodology-Centered Review of Molecular Modeling, Simulation, and Prediction of SARS-CoV-2. Chem Rev 2022; 122:11287-11368. [PMID: 35594413 PMCID: PMC9159519 DOI: 10.1021/acs.chemrev.1c00965] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Despite tremendous efforts in the past two years, our understanding of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), virus-host interactions, immune response, virulence, transmission, and evolution is still very limited. This limitation calls for further in-depth investigation. Computational studies have become an indispensable component in combating coronavirus disease 2019 (COVID-19) due to their low cost, their efficiency, and the fact that they are free from safety and ethical constraints. Additionally, the mechanism that governs the global evolution and transmission of SARS-CoV-2 cannot be revealed from individual experiments and was discovered by integrating genotyping of massive viral sequences, biophysical modeling of protein-protein interactions, deep mutational data, deep learning, and advanced mathematics. There exists a tsunami of literature on the molecular modeling, simulations, and predictions of SARS-CoV-2 and related developments of drugs, vaccines, antibodies, and diagnostics. To provide readers with a quick update about this literature, we present a comprehensive and systematic methodology-centered review. Aspects such as molecular biophysics, bioinformatics, cheminformatics, machine learning, and mathematics are discussed. This review will be beneficial to researchers who are looking for ways to contribute to SARS-CoV-2 studies and those who are interested in the status of the field.
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Affiliation(s)
- Kaifu Gao
- Department
of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States
| | - Rui Wang
- Department
of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States
| | - Jiahui Chen
- Department
of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States
| | - Limei Cheng
- Clinical
Pharmacology and Pharmacometrics, Bristol
Myers Squibb, Princeton, New Jersey 08536, United States
| | - Jaclyn Frishcosy
- Department
of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States
| | - Yuta Huzumi
- Department
of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States
| | - Yuchi Qiu
- Department
of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States
| | - Tom Schluckbier
- Department
of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States
| | - Xiaoqi Wei
- Department
of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States
| | - Guo-Wei Wei
- Department
of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States
- Department
of Electrical and Computer Engineering, Michigan State University, East Lansing, Michigan 48824, United States
- Department
of Biochemistry and Molecular Biology, Michigan
State University, East Lansing, Michigan 48824, United States
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10
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Fiorito F, Iovane V, Pagnini U, Cerracchio C, Brandi S, Levante M, Marati L, Ferrara G, Tammaro V, De Carlo E, Iovane G, Fusco G. First Description of Serological Evidence for SARS-CoV-2 in Lactating Cows. Animals (Basel) 2022; 12:ani12111459. [PMID: 35681922 PMCID: PMC9179237 DOI: 10.3390/ani12111459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 05/26/2022] [Accepted: 06/02/2022] [Indexed: 12/02/2022] Open
Abstract
Simple Summary Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) is the agent of the disease that has caused a global pandemic, known as coronavirus disease 2019 (COVID-19). Coronaviruses (CoVs) may emerge from wildlife hosts and infect humans and animals. Up to now, natural infection with SARS-CoV-2 has been reported in several animals, but it has not been found in farm animals, such as buffaloes, goats, sheep, horses, rabbits, hens, pigs, or cows, despite contact with their SARS-CoV-2-positive human breeders. Furthermore, a low susceptibility to SARS-CoV-2 has been detected in experimentally infected cattle with SARS-CoV-2. The unknown zoonotic potential of this virus is a cause of concern for pet owners and farmers. The limited data on cattle suggest that cattle show low susceptibility to SARS-CoV-2 and probably do not function as reservoirs. However, in areas with large cattle populations and a high prevalence of SARS-CoV-2 infection in humans, close contact between livestock and farmworkers may cause reverse zoonotic infections in cattle, as has already been described for highly sensitive animal species, such as minks, cats, and dogs. Thus, studying the zoonotic characteristics of SARS-CoV-2 could help in the development of a strategy for virus detection and the control of viral dissemination. Abstract Following the COVID-19 epidemic outbreak in Ariano Irpino, Campania region (Italy), we tested lactating cows for the presence of SARS-CoV-2 on a cattle farm at which, prior to the investigation, 13 of the 20 farmworkers showed COVID-19-like symptoms, and one of them died. Twenty-four lactating cows were sampled to detect SARS-CoV-2. All nasal and rectal swabs and milk samples were negative for SARS-CoV-2 RNA. Of the 24 collected serum samples, 11 showed antibodies against SARS-CoV-2 nucleocapsid protein, 14 showed antibodies against SARS-CoV-2 spike protein, and 13 developed neutralising antibodies for SARS-COV-2; all samples were negative for Bovine Coronavirus (BCoV), another betacoronavirus. To our knowledge, this is the first report of natural serological evidence of SARS-CoV-2 infection in lactating cows. We hypothesise that this may be a case of reverse zoonosis. However, the role of cattle in SARS-CoV-2 infection and transmission seems to be negligible.
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Affiliation(s)
- Filomena Fiorito
- Department of Veterinary Medicine and Animal Production, University of Naples Federico II, 80137 Naples, Italy; (F.F.); (U.P.); (C.C.); (G.F.)
| | - Valentina Iovane
- Department of Agricultural Sciences, University of Naples Federico II, Portici, 80055 Naples, Italy;
| | - Ugo Pagnini
- Department of Veterinary Medicine and Animal Production, University of Naples Federico II, 80137 Naples, Italy; (F.F.); (U.P.); (C.C.); (G.F.)
| | - Claudia Cerracchio
- Department of Veterinary Medicine and Animal Production, University of Naples Federico II, 80137 Naples, Italy; (F.F.); (U.P.); (C.C.); (G.F.)
| | - Sergio Brandi
- Istituto Zooprofilattico Sperimentale del Mezzogiorno, Portici, 80055 Naples, Italy; (S.B.); (M.L.); (L.M.); (G.F.)
| | - Martina Levante
- Istituto Zooprofilattico Sperimentale del Mezzogiorno, Portici, 80055 Naples, Italy; (S.B.); (M.L.); (L.M.); (G.F.)
| | - Luisa Marati
- Istituto Zooprofilattico Sperimentale del Mezzogiorno, Portici, 80055 Naples, Italy; (S.B.); (M.L.); (L.M.); (G.F.)
| | - Gianmarco Ferrara
- Department of Veterinary Medicine and Animal Production, University of Naples Federico II, 80137 Naples, Italy; (F.F.); (U.P.); (C.C.); (G.F.)
| | - Virginio Tammaro
- Azienda Sanitaria Locale Avellino (Ariano Irpino), 83031 Avellino, Italy;
| | - Esterina De Carlo
- Istituto Zooprofilattico Sperimentale del Mezzogiorno, Portici, 80055 Naples, Italy; (S.B.); (M.L.); (L.M.); (G.F.)
- Correspondence: (E.D.C.); (G.I.); Tel.: +39-0812536178 (E.D.C. & G.I.)
| | - Giuseppe Iovane
- Department of Veterinary Medicine and Animal Production, University of Naples Federico II, 80137 Naples, Italy; (F.F.); (U.P.); (C.C.); (G.F.)
- Correspondence: (E.D.C.); (G.I.); Tel.: +39-0812536178 (E.D.C. & G.I.)
| | - Giovanna Fusco
- Istituto Zooprofilattico Sperimentale del Mezzogiorno, Portici, 80055 Naples, Italy; (S.B.); (M.L.); (L.M.); (G.F.)
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11
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Nkanga C, Ortega-Rivera OA, Shin MD, Moreno-Gonzalez MA, Steinmetz NF. Injectable Slow-Release Hydrogel Formulation of a Plant Virus-Based COVID-19 Vaccine Candidate. Biomacromolecules 2022; 23:1812-1825. [PMID: 35344365 PMCID: PMC9003890 DOI: 10.1021/acs.biomac.2c00112] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 03/09/2022] [Indexed: 01/09/2023]
Abstract
Cowpea mosaic virus (CPMV) is a potent immunogenic adjuvant and epitope display platform for the development of vaccines against cancers and infectious diseases, including coronavirus disease 2019. However, the proteinaceous CPMV nanoparticles are rapidly degraded in vivo. Multiple doses are therefore required to ensure long-lasting immunity, which is not ideal for global mass vaccination campaigns. Therefore, we formulated CPMV nanoparticles in injectable hydrogels to achieve slow particle release and prolonged immunostimulation. Liquid formulations were prepared from chitosan and glycerophosphate (GP) before homogenization with CPMV particles at room temperature. The formulations containing high-molecular-weight chitosan and 0-4.5 mg mL-1 CPMV gelled rapidly at 37 °C (5-8 min) and slowly released cyanine 5-CPMV particles in vitro and in vivo. Importantly, when a hydrogel containing CPMV displaying severe acute respiratory syndrome coronavirus 2 spike protein epitope 826 (amino acid 809-826) was administered to mice as a single subcutaneous injection, it elicited an antibody response that was sustained over 20 weeks, with an associated shift from Th1 to Th2 bias. Antibody titers were improved at later time points (weeks 16 and 20) comparing the hydrogel versus soluble vaccine candidates; furthermore, the soluble vaccine candidates retained Th1 bias. We conclude that CPMV nanoparticles can be formulated effectively in chitosan/GP hydrogels and are released as intact particles for several months with conserved immunotherapeutic efficacy. The injectable hydrogel containing epitope-labeled CPMV offers a promising single-dose vaccine platform for the prevention of future pandemics as well as a strategy to develop long-lasting plant virus-based nanomedicines.
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Affiliation(s)
- Christian
Isalomboto Nkanga
- Department
of NanoEngineering, University of California
San Diego, 9500 Gilman Dr., La Jolla, California 92039, United States
| | - Oscar A. Ortega-Rivera
- Department
of NanoEngineering, University of California
San Diego, 9500 Gilman Dr., La Jolla, California 92039, United States
- Center
for Nano-ImmunoEngineering, University of
California San Diego, 9500 Gilman Dr., La Jolla, California 92039, United States
| | - Matthew D. Shin
- Department
of NanoEngineering, University of California
San Diego, 9500 Gilman Dr., La Jolla, California 92039, United States
- Center
for Nano-ImmunoEngineering, University of
California San Diego, 9500 Gilman Dr., La Jolla, California 92039, United States
| | - Miguel A. Moreno-Gonzalez
- Department
of NanoEngineering, University of California
San Diego, 9500 Gilman Dr., La Jolla, California 92039, United States
- Center
for Nano-ImmunoEngineering, University of
California San Diego, 9500 Gilman Dr., La Jolla, California 92039, United States
| | - Nicole F. Steinmetz
- Department
of NanoEngineering, University of California
San Diego, 9500 Gilman Dr., La Jolla, California 92039, United States
- Department
of Bioengineering, University of California
San Diego, 9500 Gilman
Dr., La Jolla, California 92039, United States
- Department
of Radiology, University of California San
Diego, 9500 Gilman Dr., La Jolla, California 92039, United States
- Center
for Nano-ImmunoEngineering, University of
California San Diego, 9500 Gilman Dr., La Jolla, California 92039, United States
- Moores
Cancer Center, University of California
San Diego, 9500 Gilman
Dr., La Jolla, California 92039, United States
- Institute
for Materials Discovery and Design, University
of California San Diego, 9500 Gilman Dr., La Jolla, California 92039, United States
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12
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Lupala CS, Ye Y, Chen H, Su XD, Liu H. Mutations on RBD of SARS-CoV-2 Omicron variant result in stronger binding to human ACE2 receptor. Biochem Biophys Res Commun 2021; 590:34-41. [PMID: 34968782 PMCID: PMC8702632 DOI: 10.1016/j.bbrc.2021.12.079] [Citation(s) in RCA: 146] [Impact Index Per Article: 36.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 12/21/2021] [Indexed: 12/12/2022]
Abstract
The COVID-19 pandemic caused by the SARS-CoV-2 virus has led to more than 270 million infections and 5.3 million of deaths worldwide. Several major variants of SARS-CoV-2 have emerged and posed challenges in controlling the pandemic. The recently occurred Omicron variant raised serious concerns about reducing the efficacy of vaccines and neutralization antibodies due to its vast mutations. We have modelled the complex structure of the human ACE2 protein and the receptor binding domain (RBD) of Omicron Spike protein (S-protein), and conducted atomistic molecular dynamics simulations to study the binding interactions. The analysis shows that the Omicron RBD binds more strongly to the human ACE2 protein than the original strain. The mutations at the ACE2-RBD interface enhance the tight binding by increasing hydrogen bonding interaction and enlarging buried solvent accessible surface area.
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Affiliation(s)
- Cecylia S Lupala
- Complex Systems Division, Beijing Computational Science Research Center, Haidian, Beijing, 100193, People's Republic of China
| | - Yongjin Ye
- Complex Systems Division, Beijing Computational Science Research Center, Haidian, Beijing, 100193, People's Republic of China
| | - Hong Chen
- School of Life Sciences, State Key Laboratory of Protein and Plant Gene Research and Biomedical Pioneering Innovation Center (BIOPIC), Peking University, Beijing, 100871, People's Republic of China
| | - Xiao-Dong Su
- School of Life Sciences, State Key Laboratory of Protein and Plant Gene Research and Biomedical Pioneering Innovation Center (BIOPIC), Peking University, Beijing, 100871, People's Republic of China.
| | - Haiguang Liu
- Complex Systems Division, Beijing Computational Science Research Center, Haidian, Beijing, 100193, People's Republic of China; Physics Department, Beijing Normal University, Haidian, Beijing, 100875, People's Republic of China.
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