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Mandal A, Mallik S, Mondal S, Subhadarshini S, Sadhukhan R, Ghoshal T, Mitra S, Manna M, Mandal S, Goswami DK. Diffusion-Induced Ingress of Angiotensin-Converting Enzyme 2 into the Charge Conducting Path of a Pentacene Channel for Efficient Detection of SARS-CoV-2 in Saliva Samples. ACS Sens 2022; 7:3006-3013. [PMID: 36129125 PMCID: PMC9514329 DOI: 10.1021/acssensors.2c01287] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Accepted: 09/09/2022] [Indexed: 01/31/2023]
Abstract
Rapid and accurate identification of a pathogen is crucial for disease control and prevention of the epidemic of emerging infectious like SARS-CoV-2. However, no foolproof gold standard assay exists to date. Nucleic acid-based molecular diagnostic tests have been established for identifying COVID-19. However, viral RNAs are highly unstable in handling with poor laboratory procedures, leading to a false negative that accelerates the spread of the disease. Detection of the spike protein (S1) of the SARS-CoV-2 virus through a proper receptor, commonly used in antigen-based rapid testing kits, also suffers from false-negative predictions due to decreasing viral titers in clinical specimens. Organic field-effect transistor (OFET)-based sensors can be highly sensitive upon properly integrating receptors in the conducting channel. This work demonstrates how angiotensin-converting enzyme 2 (ACE2) molecules can be used as receptor molecules of the SARS-CoV-2 virus in the OFET platform. Integration of ACE2 molecules into pentacene grain boundaries has been studied through the statistical analysis of rough surfaces in terms of lateral correlation length and interface width. The uniform coating of ACE2 molecules has been confirmed through growth studies to achieve better ingress of the receptors into the conducting channel at the semiconductor/dielectric interface of OFETs. We have observed less than a minute detection time with 94% sensitivity, which is the highest reported value. The sensor works with a saliva sample, requiring no sample preparation or virus transfer medium. A prototype module developed for remote monitoring confirms the suitability for point-of-care (POC) application at large-scale testing in more crowded areas like airports, railway stations, shopping malls, etc.
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Affiliation(s)
- Ajoy Mandal
- Organic Electronics Laboratory, Department of Physics,
Indian Institute of Technology Kharagpur, Kharagpur721302,
India
| | - Samik Mallik
- School of Nanoscience and Technology,
Indian Institute of Technology Kharagpur, Kharagpur721302,
India
| | - Sovanlal Mondal
- School of Nanoscience and Technology,
Indian Institute of Technology Kharagpur, Kharagpur721302,
India
| | - Suvani Subhadarshini
- School of Nanoscience and Technology,
Indian Institute of Technology Kharagpur, Kharagpur721302,
India
| | - Riya Sadhukhan
- Organic Electronics Laboratory, Department of Physics,
Indian Institute of Technology Kharagpur, Kharagpur721302,
India
| | - Tanmay Ghoshal
- Department of Electronics and Electrical Communication
Engineering, Indian Institute of Technology Kharagpur,
Kharagpur721302, India
| | - Suman Mitra
- School of Nanoscience and Technology,
Indian Institute of Technology Kharagpur, Kharagpur721302,
India
| | - Mousam Manna
- B C Roy Technology Hospital, Indian
Institute of Technology Kharagpur, Kharagpur721302,
India
| | - Suman Mandal
- Organic Electronics Laboratory, Department of Physics,
Indian Institute of Technology Kharagpur, Kharagpur721302,
India
| | - Dipak K. Goswami
- Organic Electronics Laboratory, Department of Physics,
Indian Institute of Technology Kharagpur, Kharagpur721302,
India
- School of Nanoscience and Technology,
Indian Institute of Technology Kharagpur, Kharagpur721302,
India
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Shaffaf T, Ghafar-Zadeh E. COVID-19 Diagnostic Strategies Part II: Protein-Based Technologies. Bioengineering (Basel) 2021; 8:54. [PMID: 33925032 PMCID: PMC8145709 DOI: 10.3390/bioengineering8050054] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 04/08/2021] [Accepted: 04/22/2021] [Indexed: 02/07/2023] Open
Abstract
After the initiation of the current outbreak, humans' lives have been profoundly impacted by COVID-19. During the first months, no rapid and reliable detecting tool was readily available to sufficiently respond to the requirement of massive testing. In this situation, when the development of an effective vaccine requires at least a few months, it is crucial to be prepared by developing and commercializing affordable, accurate, rapid and adaptable biosensors not only to fight Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) but also to be armed to avoid the pandemic in the earliest stages in the future. The COVID-19 diagnostic tools are categorized into two main groups of Nucleic Acid (NA)-based and protein-based tests. To date, nucleic acid-based detection has been announced as the gold-standard strategy for coronavirus detection; however, protein-based tests are promising alternatives for rapid and large-scale screening of susceptible groups. In this review, we discuss the current protein-based biosensing tools, the research advances and the potential protein-detecting strategies for COVID-19 detection. This narrative review aims to highlight the importance of the diagnostic tests, encourage the academic research groups and the companies to eliminate the shortcomings of the current techniques and step forward to mass-producing reliable point-of-care (POC) and point-of-need (PON) adaptable diagnostic tools for large-scale screening in the future outbreaks.
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Affiliation(s)
- Tina Shaffaf
- Biologically Inspired Sensors and Actuators Laboratory (BioSA), York University, Toronto, ON M3J1P3, Canada;
- Department of Biology, Faculty of Science, York University, Toronto, ON M3J1P3, Canada
| | - Ebrahim Ghafar-Zadeh
- Biologically Inspired Sensors and Actuators Laboratory (BioSA), York University, Toronto, ON M3J1P3, Canada;
- Department of Biology, Faculty of Science, York University, Toronto, ON M3J1P3, Canada
- Department of Electrical Engineering and Computer Science, Lassonde School of Engineering, York University, Toronto, ON M3J1P3, Canada
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Saih A, Baba H, Bouqdayr M, Ghazal H, Hamdi S, Kettani A, Wakrim L. In Silico Analysis of High-Risk Missense Variants in Human ACE2 Gene and Susceptibility to SARS-CoV-2 Infection. BIOMED RESEARCH INTERNATIONAL 2021; 2021:6685840. [PMID: 33884270 PMCID: PMC8040925 DOI: 10.1155/2021/6685840] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/01/2021] [Revised: 03/08/2021] [Accepted: 03/18/2021] [Indexed: 11/18/2022]
Abstract
SARS-CoV-2 coronavirus uses for entry to human host cells a SARS-CoV receptor of the angiotensin-converting enzyme (ACE2) that catalyzes the conversion of angiotensin II into angiotensin (1-7). To understand the effect of ACE2 missense variants on protein structure, stability, and function, various bioinformatics tools were used including SIFT, PANTHER, PROVEAN, PolyPhen2.0, I. Mutant Suite, MUpro, SWISS-MODEL, Project HOPE, ModPred, QMEAN, ConSurf, and STRING. All twelve ACE2 nsSNPs were analyzed. Six ACE2 high-risk pathogenic nsSNPs (D427Y, R514G, R708W, R710C, R716C, and R768W) were found to be the most damaging by at least six software tools (cumulative score between 6 and 7) and exert deleterious effect on the ACE2 protein structure and likely function. Additionally, they revealed high conservation, less stability, and having a role in posttranslation modifications such a proteolytic cleavage or ADP-ribosylation. This in silico analysis provides information about functional nucleotide variants that have an impact on the ACE2 protein structure and function and therefore susceptibility to SARS-CoV-2.
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Affiliation(s)
- Asmae Saih
- Virology Unit, Immunovirology Laboratory, Institut Pasteur du Maroc, 20360 Casablanca, Morocco
- Laboratory of Biology and Health, URAC 34, Faculty of Sciences Ben M'Sik Hassan II University of Casablanca, Morocco
| | - Hana Baba
- Virology Unit, Immunovirology Laboratory, Institut Pasteur du Maroc, 20360 Casablanca, Morocco
- Laboratory of Biology and Health, URAC 34, Faculty of Sciences Ben M'Sik Hassan II University of Casablanca, Morocco
| | - Meryem Bouqdayr
- Virology Unit, Immunovirology Laboratory, Institut Pasteur du Maroc, 20360 Casablanca, Morocco
- Laboratory of Biology and Health, URAC 34, Faculty of Sciences Ben M'Sik Hassan II University of Casablanca, Morocco
| | - Hassan Ghazal
- National Center for Scientific Technical Research (CNRST), Rabat 10102, Morocco
- Department of Fundamental Sciences, School of Medicine, Mohammed VI University of Health Sciences, Casablanca, Morocco
| | - Salsabil Hamdi
- Environmental Health Laboratory, Institut Pasteur du Maroc, 20360 Casablanca, Morocco
| | - Anass Kettani
- Laboratory of Biology and Health, URAC 34, Faculty of Sciences Ben M'Sik Hassan II University of Casablanca, Morocco
| | - Lahcen Wakrim
- Virology Unit, Immunovirology Laboratory, Institut Pasteur du Maroc, 20360 Casablanca, Morocco
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Michaud V, Deodhar M, Arwood M, Al Rihani SB, Dow P, Turgeon J. ACE2 as a Therapeutic Target for COVID-19; its Role in Infectious Processes and Regulation by Modulators of the RAAS System. J Clin Med 2020; 9:E2096. [PMID: 32635289 PMCID: PMC7408699 DOI: 10.3390/jcm9072096] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 06/25/2020] [Accepted: 07/02/2020] [Indexed: 01/08/2023] Open
Abstract
Angiotensin converting enzyme 2 (ACE2) is the recognized host cell receptor responsiblefor mediating infection by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). ACE2bound to tissue facilitates infectivity of SARS-CoV-2; thus, one could argue that decreasing ACE2tissue expression would be beneficial. However, ACE2 catalytic activity towards angiotensin I (AngI) and II (Ang II) mitigates deleterious effects associated with activation of the renin-angiotensinaldosteronesystem (RAAS) on several organs, including a pro-inflammatory status. At the tissuelevel, SARS-CoV-2 (a) binds to ACE2, leading to its internalization, and (b) favors ACE2 cleavage toform soluble ACE2: these actions result in decreased ACE2 tissue levels. Preserving tissue ACE2activity while preventing ACE2 shredding is expected to circumvent unrestrained inflammatoryresponse. Concerns have been raised around RAAS modulators and their effects on ACE2expression or catalytic activity. Various cellular and animal models report conflicting results invarious tissues. However, recent data from observational and meta-analysis studies in SARS-CoV-2-infected patients have concluded that RAAS modulators do not increase plasma ACE2 levels orsusceptibility to infection and are not associated with more severe diseases. This review presentsour current but evolving knowledge of the complex interplay between SARS-CoV-2 infection, ACE2levels, modulators of RAAS activity and the effects of RAAS modulators on ACE2 expression.
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Affiliation(s)
- Veronique Michaud
- Tabula Rasa HealthCare Precision Pharmacotherapy Research & Development Institute, Orlando, FL 32827, USA; (V.M.); (M.D.); (M.A.); (S.B.A.R.); (P.D.)
- Faculty of Pharmacy, Université de Montréal, Montreal, QC H3C 3J7, Canada
| | - Malavika Deodhar
- Tabula Rasa HealthCare Precision Pharmacotherapy Research & Development Institute, Orlando, FL 32827, USA; (V.M.); (M.D.); (M.A.); (S.B.A.R.); (P.D.)
| | - Meghan Arwood
- Tabula Rasa HealthCare Precision Pharmacotherapy Research & Development Institute, Orlando, FL 32827, USA; (V.M.); (M.D.); (M.A.); (S.B.A.R.); (P.D.)
| | - Sweilem B Al Rihani
- Tabula Rasa HealthCare Precision Pharmacotherapy Research & Development Institute, Orlando, FL 32827, USA; (V.M.); (M.D.); (M.A.); (S.B.A.R.); (P.D.)
| | - Pamela Dow
- Tabula Rasa HealthCare Precision Pharmacotherapy Research & Development Institute, Orlando, FL 32827, USA; (V.M.); (M.D.); (M.A.); (S.B.A.R.); (P.D.)
| | - Jacques Turgeon
- Tabula Rasa HealthCare Precision Pharmacotherapy Research & Development Institute, Orlando, FL 32827, USA; (V.M.); (M.D.); (M.A.); (S.B.A.R.); (P.D.)
- Faculty of Pharmacy, Université de Montréal, Montreal, QC H3C 3J7, Canada
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