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Dechtman ID, Ankory R, Sokolinsky K, Krasner E, Weiss L, Gal Y. Clinically Evaluated COVID-19 Drugs with Therapeutic Potential for Biological Warfare Agents. Microorganisms 2023; 11:1577. [PMID: 37375079 DOI: 10.3390/microorganisms11061577] [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: 06/05/2023] [Revised: 06/10/2023] [Accepted: 06/12/2023] [Indexed: 06/29/2023] Open
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) outbreak resulted in hundreds of millions of coronavirus cases, as well as millions of deaths worldwide. Coronavirus Disease 2019 (COVID-19), the disease resulting from exposure to this pathogen, is characterized, among other features, by a pulmonary pathology, which can progress to "cytokine storm", acute respiratory distress syndrome (ARDS), respiratory failure and death. Vaccines are the unsurpassed strategy for prevention and protection against the SARS-CoV-2 infection. However, there is still an extremely high number of severely ill people from at-risk populations. This may be attributed to waning immune response, variant-induced breakthrough infections, unvaccinated population, etc. It is therefore of high importance to utilize pharmacological-based treatments, despite the progression of the global vaccination campaign. Until the approval of Paxlovid, an efficient and highly selective anti-SARS-CoV-2 drug, and the broad-spectrum antiviral agent Lagevrio, many pharmacological-based countermeasures were, and still are, being evaluated in clinical trials. Some of these are host-directed therapies (HDTs), which modulate the endogenic response against the virus, and therefore may confer efficient protection against a wide array of pathogens. These could potentially include Biological Warfare Agents (BWAs), exposure to which may lead to mass casualties due to disease severity and a possible lack of efficient treatment. In this review, we assessed the recent literature on drugs under advanced clinical evaluation for COVID-19 with broad spectrum activity, including antiviral agents and HDTs, which may be relevant for future coping with BWAs, as well as with other agents, in particular respiratory infections.
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Affiliation(s)
- Ido-David Dechtman
- Pulmonology Department, Edith Wolfson Medical Center, 62 Halochamim Street, Holon 5822012, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Ran Ankory
- The Israel Defense Force Medical Corps, Tel Hashomer, Ramat Gan, Military Post 02149, Israel
| | - Keren Sokolinsky
- Chemical, Biological, Radiological and Nuclear Defense Division, Ministry of Defense, HaKirya, Tel Aviv 61909, Israel
| | - Esther Krasner
- Chemical, Biological, Radiological and Nuclear Defense Division, Ministry of Defense, HaKirya, Tel Aviv 61909, Israel
| | - Libby Weiss
- Chemical, Biological, Radiological and Nuclear Defense Division, Ministry of Defense, HaKirya, Tel Aviv 61909, Israel
| | - Yoav Gal
- Chemical, Biological, Radiological and Nuclear Defense Division, Ministry of Defense, HaKirya, Tel Aviv 61909, Israel
- Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research, Ness Ziona 74100, Israel
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2
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Devi PB, Asthana Y, Sumitha A, Sagayaraj IR. Molecular Docking and the Pharmacokinetic Properties of the Anti-Viral Compounds Towards SARS-CoV- An In-silico Approach. INTERNATIONAL JOURNAL OF PHARMACEUTICAL RESEARCH AND ALLIED SCIENCES 2023. [DOI: 10.51847/z2mkwovoqc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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3
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Ngan DK, Xu T, Xia M, Zheng W, Huang R. Repurposing drugs as COVID-19 therapies: a toxicity evaluation. Drug Discov Today 2022; 27:1983-1993. [PMID: 35395401 PMCID: PMC8983078 DOI: 10.1016/j.drudis.2022.04.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 02/17/2022] [Accepted: 04/01/2022] [Indexed: 12/24/2022]
Abstract
Drug repurposing is an appealing method to address the Coronavirus 2019 (COVID-19) pandemic because of the low cost and efficiency. We analyzed our in-house database of approved drug screens and compared their activity profiles with results from a severe acute respiratory syndrome-coronavirus 2 (SARS-CoV-2) cytopathic effect (CPE) assay. The activity profiles of the human ether-à-go-go-related gene (hERG), phospholipidosis (PLD), and many cytotoxicity screens were found significantly correlated with anti-SARS-CoV-2 activity. hERG inhibition is a nonspecific off-target effect that has contributed to promiscuous drug interactions, whereas drug-induced PLD is an undesirable effect linked to hERG blockers. Thus, this study identifies preferred drug candidates as well as chemical structures that should be avoided because of their potential to induce toxicity. Lastly, we highlight the hERG liability of anti-SARS-CoV-2 drugs currently enrolled in clinical trials.
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Affiliation(s)
- Deborah K Ngan
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Tuan Xu
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Menghang Xia
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Wei Zheng
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Ruili Huang
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA.
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4
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5
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Li Z, Peng M, Chen P, Liu C, Hu A, Zhang Y, Peng J, Liu J, Li Y, Li W, Zhu W, Guan D, Zhang Y, Chen H, Li J, Fan D, Huang K, Lin F, Zhang Z, Guo Z, Luo H, He X, Zhu Y, Li L, Huang B, Cai W, Gu L, Lu Y, Deng K, Yan L, Chen S. Imatinib and methazolamide ameliorate COVID-19-induced metabolic complications via elevating ACE2 enzymatic activity and inhibiting viral entry. Cell Metab 2022; 34:424-440.e7. [PMID: 35150639 PMCID: PMC8832557 DOI: 10.1016/j.cmet.2022.01.008] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 11/22/2021] [Accepted: 01/20/2022] [Indexed: 02/07/2023]
Abstract
Coronavirus disease 2019 (COVID-19) represents a systemic disease that may cause severe metabolic complications in multiple tissues including liver, kidney, and cardiovascular system. However, the underlying mechanisms and optimal treatment remain elusive. Our study shows that impairment of ACE2 pathway is a key factor linking virus infection to its secondary metabolic sequelae. By using structure-based high-throughput virtual screening and connectivity map database, followed with experimental validations, we identify imatinib, methazolamide, and harpagoside as direct enzymatic activators of ACE2. Imatinib and methazolamide remarkably improve metabolic perturbations in vivo in an ACE2-dependent manner under the insulin-resistant state and SARS-CoV-2-infected state. Moreover, viral entry is directly inhibited by these three compounds due to allosteric inhibition of ACE2 binding to spike protein on SARS-CoV-2. Taken together, our study shows that enzymatic activation of ACE2 via imatinib, methazolamide, or harpagoside may be a conceptually new strategy to treat metabolic sequelae of COVID-19.
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Affiliation(s)
- Zilun Li
- Division of Vascular Surgery, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong 510080, China; National-Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Diseases, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong 510080, China.
| | - Meixiu Peng
- National-Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Diseases, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong 510080, China
| | - Pin Chen
- National Supercomputer Center in Guangzhou, School of Computer Science and Engineering, Sun Yat-Sen University, Guangzhou, Guangdong 510006, China
| | - Chenshu Liu
- Division of Vascular Surgery, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong 510080, China; National-Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Diseases, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong 510080, China
| | - Ao Hu
- Institute of Human Virology, Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, Guangdong 510080, China; Department of Immunology, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, Guangdong 510080, China
| | - Yixin Zhang
- Institute of Human Virology, Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, Guangdong 510080, China; Department of Immunology, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, Guangdong 510080, China
| | - Jiangyun Peng
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China; Medical Research Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China
| | - Jiang Liu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China; Breast Tumor Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China
| | - Yihui Li
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China; Breast Tumor Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China
| | - Wenxue Li
- Guangzhou Center for Disease Control and Prevention, Guangzhou, Guangdong 510440, China
| | - Wei Zhu
- Guangzhou Center for Disease Control and Prevention, Guangzhou, Guangdong 510440, China
| | - Dongxian Guan
- Division of Endocrinology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Yang Zhang
- School of Public Health, Sun Yat-Sen University, Shenzhen, Guangdong 518107, China
| | - Hongyin Chen
- School of Public Health, Sun Yat-Sen University, Shenzhen, Guangdong 518107, China
| | - Jiuzhou Li
- School of Public Health, Sun Yat-Sen University, Shenzhen, Guangdong 518107, China
| | - Dongxiao Fan
- Division of Vascular Surgery, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong 510080, China; National-Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Diseases, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong 510080, China
| | - Kan Huang
- Division of Vascular Surgery, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong 510080, China; National-Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Diseases, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong 510080, China
| | - Fen Lin
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China; Medical Research Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China
| | - Zefeng Zhang
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China; Medical Research Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China
| | - Zeling Guo
- National-Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Diseases, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong 510080, China
| | - Hengli Luo
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China; Medical Research Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China
| | - Xi He
- Guangzhou Eighth People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510060, China
| | - Yuanyuan Zhu
- Guangzhou Eighth People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510060, China
| | - Linghua Li
- Guangzhou Eighth People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510060, China
| | - Bingding Huang
- College of Big Data and Internet, Shenzhen Technology University, Shenzhen, Guangdong 518118, China
| | - Weikang Cai
- Department of Biomedical Sciences, New York Institute of Technology, College of Osteopathic Medicine, Old Westbury, NY 11568, USA
| | - Lei Gu
- Max Planck Institute for Heart and Lung Research and Cardiopulmonary Institute (CPI), Bad Nauheim 61231, Germany
| | - Yutong Lu
- National Supercomputer Center in Guangzhou, School of Computer Science and Engineering, Sun Yat-Sen University, Guangzhou, Guangdong 510006, China
| | - Kai Deng
- Institute of Human Virology, Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, Guangdong 510080, China; Department of Immunology, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, Guangdong 510080, China.
| | - Li Yan
- Department of Endocrinology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China.
| | - Sifan Chen
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China; Medical Research Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510120, China.
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Blocking TNF signaling may save lives in COVID-19 infection. Mol Biol Rep 2022; 49:2303-2309. [PMID: 35076845 PMCID: PMC8787182 DOI: 10.1007/s11033-022-07166-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 01/19/2022] [Indexed: 12/30/2022]
Abstract
Global vaccination effort and better understanding of treatment strategies provided a ray of hope for improvement in COVID-19 pandemic, however, in many countries, the disease continues to collect its death toll. The major pathogenic mechanism behind severe cases associated with high mortality is the burst of pro-inflammatory cytokines TNF, IL-6, IFNγ and others, resulting in multiple organ failure. Although the exact contribution of each cytokine is not clear, we provide an evidence that the central mediator of cytokine storm and its devastating consequences may be TNF. This cytokine is known to be involved in activated blood clotting, lung damage, insulin resistance, heart failure, and other conditions. A number of currently available pharmaceutical agents such as monoclonal antibodies and soluble TNF receptors can effectively prevent TNF from binding to its receptor(s). Other drugs are known to block NFkB, the major signal transducer molecule used in TNF signaling, or to block kinases involved in downstream activation cascades. Some of these medicines have already been selected for clinical trials, but more work is needed. A simple, rapid, and inexpensive method of directly monitoring TNF levels may be a valuable tool for a timely selection of COVID-19 patients for anti-TNF therapy.
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Abstract
Coronavirus disease 2019 (COVID-19) has had a significant impact on human health and economic development over the past two years. Therapeutics in combination with vaccines are critical measures to fight the pandemic. The three areas of drug development are blocking the entry of SARS-CoV-2 into cells, suppressing viral replication inside cells, and regulating the immune system, and important advances have recently been made in those areas. Increasing numbers of neutralizing antibodies and small molecules that show promise have been fully approved or authorized for emergency use, resulting in decreased mortality of patients with COVID-19. The use of therapeutics will have a great impact on formulating and revising public policies to control the pandemic. The pace of lifting of restrictions and economic recovery worldwide will also accelerate in the future. Here, the drugs or agents that have attracted considerable attention and that have led to remarkable progress in the fight against COVID-19 are reviewed.
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Affiliation(s)
- Jianjun Gao
- Department of Pharmacology, School of Pharmacy, Qingdao University, Qingdao, Shandong, China
| | - Fusheng Sun
- Department of Pharmacy, Qingdao Municipal Hospital, Qingdao, Shandong, China
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8
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Rasalkar AA, Bhatia S, Katte T, Narayanan P, Vinjamuri S, Shettihalli AK, Kabade S, Manas RN, Kadappa V, Reddy DNS. COVID-19 and its impact on cancer, HIV, and mentally ill patients. LESSONS FROM COVID-19 2022. [PMCID: PMC9347297 DOI: 10.1016/b978-0-323-99878-9.00006-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Severe acute respiratory syndrome Coronavirus 2 (SARS-CoV-2) and its disease, COVID-19 is a global pandemic creating an unprecedented medical as well economic havoc across the world. Despite the wide spread global infection rates, the death rate is low for COVID-19. However, COVID-19 patients with other comorbid conditions face severe health complications irrespective of their gender or age. As the management of COVID-19 patients is taking up health resources, it is getting difficult to treat patients suffering from other dreadful diseases like cancer, HIV, and mental health issues. In this chapter, we discuss the effects of COVID-19 and management of cancer patients of main cancer subtypes (e.g., breast, lung, blood cancers), and patients affected with HIV and mental health issues. Finally, we also add a perspective on Ayurvedic treatment and its efficacy on COVID-19 patients.
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9
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Korn D, Pervitsky V, Bobrowski T, Alves VM, Schmitt C, Bizon C, Baker N, Chirkova R, Cherkasov A, Muratov E, Tropsha A. COVID-19 Knowledge Extractor (COKE): A Curated Repository of Drug-Target Associations Extracted from the CORD-19 Corpus of Scientific Publications on COVID-19. J Chem Inf Model 2021; 61:5734-5741. [PMID: 34783553 PMCID: PMC8610010 DOI: 10.1021/acs.jcim.1c01285] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Indexed: 12/31/2022]
Abstract
The COVID-19 pandemic has catalyzed a widespread effort to identify drug candidates and biological targets of relevance to SARS-COV-2 infection, which resulted in large numbers of publications on this subject. We have built the COVID-19 Knowledge Extractor (COKE), a web application to extract, curate, and annotate essential drug-target relationships from the research literature on COVID-19. SciBiteAI ontological tagging of the COVID Open Research Data set (CORD-19), a repository of COVID-19 scientific publications, was employed to identify drug-target relationships. Entity identifiers were resolved through lookup routines using UniProt and DrugBank. A custom algorithm was used to identify co-occurrences of the target protein and drug terms, and confidence scores were calculated for each entity pair. COKE processing of the current CORD-19 database identified about 3000 drug-protein pairs, including 29 unique proteins and 500 investigational, experimental, and approved drugs. Some of these drugs are presently undergoing clinical trials for COVID-19. The COKE repository and web application can serve as a useful resource for drug repurposing against SARS-CoV-2. COKE is freely available at https://coke.mml.unc.edu/, and the code is available at https://github.com/DnlRKorn/CoKE.
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Affiliation(s)
- Daniel Korn
- Department of Computer Science, The
University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
27599, United States
- Laboratory for Molecular Modeling, Division of
Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy,
The University of North Carolina at Chapel Hill, Chapel Hill,
North Carolina 27599, United States
| | - Vera Pervitsky
- Laboratory for Molecular Modeling, Division of
Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy,
The University of North Carolina at Chapel Hill, Chapel Hill,
North Carolina 27599, United States
| | - Tesia Bobrowski
- Laboratory for Molecular Modeling, Division of
Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy,
The University of North Carolina at Chapel Hill, Chapel Hill,
North Carolina 27599, United States
| | - Vinicius M. Alves
- Office of Data Science, National Toxicology Program,
NIEHS, Morrisville, North Carolina 27560, United
States
| | - Charles Schmitt
- Office of Data Science, National Toxicology Program,
NIEHS, Morrisville, North Carolina 27560, United
States
| | - Chris Bizon
- Renaissance Computing Institute, The
University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
27599, United States
| | - Nancy Baker
- ParlezChem, 123 W. Union
Street, Hillsborough, North Carolina 27278, United States
| | - Rada Chirkova
- Department of Computer Science, North Carolina
State University, Raleigh, North Carolina 27606-5550, United
States
| | - Artem Cherkasov
- Vancouver Prostate Centre, University of
British Columbia, Vancouver, BC V6H 3Z6, Canada
| | - Eugene Muratov
- Laboratory for Molecular Modeling, Division of
Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy,
The University of North Carolina at Chapel Hill, Chapel Hill,
North Carolina 27599, United States
| | - Alexander Tropsha
- Laboratory for Molecular Modeling, Division of
Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy,
The University of North Carolina at Chapel Hill, Chapel Hill,
North Carolina 27599, United States
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Zarkesh K, Entezar-Almahdi E, Ghasemiyeh P, Akbarian M, Bahmani M, Roudaki S, Fazlinejad R, Mohammadi-Samani S, Firouzabadi N, Hosseini M, Farjadian F. Drug-based therapeutic strategies for COVID-19-infected patients and their challenges. Future Microbiol 2021; 16:1415-1451. [PMID: 34812049 PMCID: PMC8610072 DOI: 10.2217/fmb-2021-0116] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 10/12/2021] [Indexed: 12/15/2022] Open
Abstract
Emerging epidemic-prone diseases have introduced numerous health and economic challenges in recent years. Given current knowledge of COVID-19, herd immunity through vaccines alone is unlikely. In addition, vaccination of the global population is an ongoing challenge. Besides, the questions regarding the prevalence and the timing of immunization are still under investigation. Therefore, medical treatment remains essential in the management of COVID-19. Herein, recent advances from beginning observations of COVID-19 outbreak to an understanding of the essential factors contributing to the spread and transmission of COVID-19 and its treatment are reviewed. Furthermore, an in-depth discussion on the epidemiological aspects, clinical symptoms and most efficient medical treatment strategies to mitigate the mortality and spread rates of COVID-19 is presented.
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Affiliation(s)
- Khatereh Zarkesh
- Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
- Department of Pharmaceutics, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Elaheh Entezar-Almahdi
- Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
- Department of Pharmaceutics, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Parisa Ghasemiyeh
- Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
- Department of Clinical Pharmacy, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohsen Akbarian
- Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Marzieh Bahmani
- Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Shahrzad Roudaki
- Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Rahil Fazlinejad
- Department of Pharmacology & Toxicology, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Soliman Mohammadi-Samani
- Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
- Department of Pharmaceutics, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Negar Firouzabadi
- Department of Pharmacology & Toxicology, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Majid Hosseini
- Department of Manufacturing & Industrial Engineering, The University of Texas Rio Grande Valley, Edinburg, TX 78539, USA
| | - Fatemeh Farjadian
- Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
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11
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Lee CY, Chen YPP. New Insights Into Drug Repurposing for COVID-19 Using Deep Learning. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2021; 32:4770-4780. [PMID: 34546931 PMCID: PMC8843052 DOI: 10.1109/tnnls.2021.3111745] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 08/20/2021] [Accepted: 09/08/2021] [Indexed: 05/21/2023]
Abstract
The coronavirus disease 2019 (COVID-19) has continued to spread worldwide since late 2019. To expedite the process of providing treatment to those who have contracted the disease and to ensure the accessibility of effective drugs, numerous strategies have been implemented to find potential anti-COVID-19 drugs in a short span of time. Motivated by this critical global challenge, in this review, we detail approaches that have been used for drug repurposing for COVID-19 and suggest improvements to the existing deep learning (DL) approach to identify and repurpose drugs to treat this complex disease. By optimizing hyperparameter settings, deploying suitable activation functions, and designing optimization algorithms, the improved DL approach will be able to perform feature extraction from quality big data, turning the traditional DL approach, referred to as a "black box," which generalizes and learns the transmitted data, into a "glass box" that will have the interpretability of its rationale while maintaining a high level of prediction accuracy. When adopted for drug repurposing for COVID-19, this improved approach will create a new generation of DL approaches that can establish a cause and effect relationship as to why the repurposed drugs are suitable for treating COVID-19. Its ability can also be extended to repurpose drugs for other complex diseases, develop appropriate treatment strategies for new diseases, and provide precision medical treatment to patients, thus paving the way to discover new drugs that can potentially be effective for treating COVID-19.
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Affiliation(s)
- Chun Yen Lee
- Department of Computer Science and Information TechnologyLa Trobe UniversityMelbourneVIC3086Australia
| | - Yi-Ping Phoebe Chen
- Department of Computer Science and Information TechnologyLa Trobe UniversityMelbourneVIC3086Australia
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12
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Imatinib (STI571) Inhibits the Expression of Angiotensin-Converting Enzyme 2 and Cell Entry of the SARS-CoV-2-Derived Pseudotyped Viral Particles. Int J Mol Sci 2021; 22:ijms22136938. [PMID: 34203261 PMCID: PMC8268654 DOI: 10.3390/ijms22136938] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 06/22/2021] [Accepted: 06/22/2021] [Indexed: 11/17/2022] Open
Abstract
A group of clinically approved cancer therapeutic tyrosine kinase inhibitors was screened to test their effects on the expression of angiotensin-converting enzyme 2 (ACE2), the cell surface receptor for SARS-CoV-2. Here, we show that the receptor tyrosine kinase inhibitor imatinib (also known as STI571, Gleevec) can inhibit the expression of the endogenous ACE2 gene at both the transcript and protein levels. Treatment with imatinib resulted in inhibition of cell entry of the viral pseudoparticles (Vpps) in cell culture. In FVB mice orally fed imatinib, tissue expression of ACE2 was reduced, specifically in the lungs and renal tubules, but not in the parenchyma of other organs such as the heart and intestine. Our finding suggests that receptor tyrosine kinases play a role in COVID-19 infection and can be therapeutic targets with combined treatments of the best conventional care of COVID-19.
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Aman J, Duijvelaar E, Botros L, Kianzad A, Schippers JR, Smeele PJ, Azhang S, Bartelink IH, Bayoumy AA, Bet PM, Boersma W, Bonta PI, Boomars KAT, Bos LDJ, van Bragt JJMH, Braunstahl GJ, Celant LR, Eger KAB, Geelhoed JJM, van Glabbeek YLE, Grotjohan HP, Hagens LA, Happe CM, Hazes BD, Heunks LMA, van den Heuvel M, Hoefsloot W, Hoek RJA, Hoekstra R, Hofstee HMA, Juffermans NP, Kemper EM, Kos R, Kunst PWA, Lammers A, van der Lee I, van der Lee EL, Maitland-van der Zee AH, Mau Asam PFM, Mieras A, Muller M, Neefjes L, Nossent EJ, Oswald LMA, Overbeek MJ, Pamplona C, Paternotte N, Pronk N, de Raaf MA, van Raaij BFM, Reijrink M, Schultz MJ, Serpa Neto A, Slob EM, Smeenk FWJM, Smit MR, Smits AJ, Stalenhoef JE, Tuinman PR, Vanhove ALEM, Wessels JN, van Wezenbeek JCC, Vonk Noordegraaf A, de Man FS, Bogaard HJ. Imatinib in patients with severe COVID-19: a randomised, double-blind, placebo-controlled, clinical trial. THE LANCET RESPIRATORY MEDICINE 2021; 9:957-968. [PMID: 34147142 PMCID: PMC8232929 DOI: 10.1016/s2213-2600(21)00237-x] [Citation(s) in RCA: 74] [Impact Index Per Article: 24.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 05/12/2021] [Accepted: 05/14/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND The major complication of COVID-19 is hypoxaemic respiratory failure from capillary leak and alveolar oedema. Experimental and early clinical data suggest that the tyrosine-kinase inhibitor imatinib reverses pulmonary capillary leak. METHODS This randomised, double-blind, placebo-controlled, clinical trial was done at 13 academic and non-academic teaching hospitals in the Netherlands. Hospitalised patients (aged ≥18 years) with COVID-19, as confirmed by an RT-PCR test for SARS-CoV-2, requiring supplemental oxygen to maintain a peripheral oxygen saturation of greater than 94% were eligible. Patients were excluded if they had severe pre-existing pulmonary disease, had pre-existing heart failure, had undergone active treatment of a haematological or non-haematological malignancy in the previous 12 months, had cytopenia, or were receiving concomitant treatment with medication known to strongly interact with imatinib. Patients were randomly assigned (1:1) to receive either oral imatinib, given as a loading dose of 800 mg on day 0 followed by 400 mg daily on days 1-9, or placebo. Randomisation was done with a computer-based clinical data management platform with variable block sizes (containing two, four, or six patients), stratified by study site. The primary outcome was time to discontinuation of mechanical ventilation and supplemental oxygen for more than 48 consecutive hours, while being alive during a 28-day period. Secondary outcomes included safety, mortality at 28 days, and the need for invasive mechanical ventilation. All efficacy and safety analyses were done in all randomised patients who had received at least one dose of study medication (modified intention-to-treat population). This study is registered with the EU Clinical Trials Register (EudraCT 2020-001236-10). FINDINGS Between March 31, 2020, and Jan 4, 2021, 805 patients were screened, of whom 400 were eligible and randomly assigned to the imatinib group (n=204) or the placebo group (n=196). A total of 385 (96%) patients (median age 64 years [IQR 56-73]) received at least one dose of study medication and were included in the modified intention-to-treat population. Time to discontinuation of ventilation and supplemental oxygen for more than 48 h was not significantly different between the two groups (unadjusted hazard ratio [HR] 0·95 [95% CI 0·76-1·20]). At day 28, 15 (8%) of 197 patients had died in the imatinib group compared with 27 (14%) of 188 patients in the placebo group (unadjusted HR 0·51 [0·27-0·95]). After adjusting for baseline imbalances between the two groups (sex, obesity, diabetes, and cardiovascular disease) the HR for mortality was 0·52 (95% CI 0·26-1·05). The HR for mechanical ventilation in the imatinib group compared with the placebo group was 1·07 (0·63-1·80; p=0·81). The median duration of invasive mechanical ventilation was 7 days (IQR 3-13) in the imatinib group compared with 12 days (6-20) in the placebo group (p=0·0080). 91 (46%) of 197 patients in the imatinib group and 82 (44%) of 188 patients in the placebo group had at least one grade 3 or higher adverse event. The safety evaluation revealed no imatinib-associated adverse events. INTERPRETATION The study failed to meet its primary outcome, as imatinib did not reduce the time to discontinuation of ventilation and supplemental oxygen for more than 48 consecutive hours in patients with COVID-19 requiring supplemental oxygen. The observed effects on survival (although attenuated after adjustment for baseline imbalances) and duration of mechanical ventilation suggest that imatinib might confer clinical benefit in hospitalised patients with COVID-19, but further studies are required to validate these findings. FUNDING Amsterdam Medical Center Foundation, Nederlandse Organisatie voor Wetenschappelijk Onderzoek/ZonMW, and the European Union Innovative Medicines Initiative 2.
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Affiliation(s)
- Jurjan Aman
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Erik Duijvelaar
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Liza Botros
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Azar Kianzad
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Job R Schippers
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Patrick J Smeele
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Sara Azhang
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands; Department of Pulmonology, Haaglanden Medisch Centrum, The Hague, Netherlands
| | - Imke H Bartelink
- Department of Pharmacy, Amsterdam UMC, VUMC, Amsterdam, Netherlands
| | - Ahmed A Bayoumy
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands; Department of Pulmonology, Chest Unit, Suez Canal University, Suez, Egypt
| | - Pierre M Bet
- Department of Pharmacy, Amsterdam UMC, VUMC, Amsterdam, Netherlands
| | - Wim Boersma
- Department of Pulmonology, Noordwest Ziekenhuisgroep, Alkmaar, Netherlands
| | - Peter I Bonta
- Department of Respiratory Medicine, Amsterdam UMC, AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Karin A T Boomars
- Department of Pulmonology, Erasmus Medisch Centrum, Rotterdam, Netherlands
| | - Lieuwe D J Bos
- Department of Respiratory Medicine, Amsterdam UMC, AMC, University of Amsterdam, Amsterdam, Netherlands; Department of Intensive Care, Amsterdam UMC, AMC, Amsterdam, Netherlands
| | - Job J M H van Bragt
- Department of Respiratory Medicine, Amsterdam UMC, AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Gert-Jan Braunstahl
- Department of Pulmonology, Sint Franciscus Ziekenhuis, Rotterdam, Netherlands
| | - Lucas R Celant
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Katrien A B Eger
- Department of Respiratory Medicine, Amsterdam UMC, AMC, University of Amsterdam, Amsterdam, Netherlands
| | | | - Yurika L E van Glabbeek
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Hans P Grotjohan
- Department of Pulmonology, Isala Ziekenhuizen, Zwolle, Netherlands
| | - Laura A Hagens
- Department of Intensive Care, Amsterdam UMC, AMC, Amsterdam, Netherlands
| | - Chris M Happe
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Boaz D Hazes
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Leo M A Heunks
- Department of Intensive Care, Amsterdam UMC, VUMC, Amsterdam, Netherlands
| | | | | | - Rianne J A Hoek
- Department of Pharmacy, Amsterdam UMC, VUMC, Amsterdam, Netherlands
| | - Romke Hoekstra
- Department of Pulmonology, Antonius Ziekenhuis, Sneek, Netherlands
| | - Herman M A Hofstee
- Department of Internal Medicine, Haaglanden Medisch Centrum, The Hague, Netherlands
| | - Nicole P Juffermans
- Department of Intensive Care, Amsterdam UMC, AMC, Amsterdam, Netherlands; Department of Intensive Care, Onze Lieve Vrouwe Gasthuis, Amsterdam, Netherlands
| | | | - Renate Kos
- Department of Respiratory Medicine, Amsterdam UMC, AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Peter W A Kunst
- Department of Pulmonology, Onze Lieve Vrouwe Gasthuis, Amsterdam, Netherlands
| | - Ariana Lammers
- Department of Respiratory Medicine, Amsterdam UMC, AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Ivo van der Lee
- Department of Pulmonology, Spaarne Gasthuis, Haarlem, Netherlands
| | - E Laurien van der Lee
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | | | - Pearl F M Mau Asam
- Department of Respiratory Medicine, Amsterdam UMC, AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Adinda Mieras
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Mirte Muller
- Department of Pulmonology, Catharina Ziekenhuis, Eindhoven, Netherlands
| | - Liesbeth Neefjes
- Department of Pulmonology, Catharina Ziekenhuis, Eindhoven, Netherlands
| | - Esther J Nossent
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Laurien M A Oswald
- Department of Pulmonology, Sint Franciscus Ziekenhuis, Rotterdam, Netherlands
| | - Maria J Overbeek
- Department of Pulmonology, Haaglanden Medisch Centrum, The Hague, Netherlands
| | - Carolina Pamplona
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Nienke Paternotte
- Department of Pulmonology, Noordwest Ziekenhuisgroep, Alkmaar, Netherlands
| | - Niels Pronk
- Department of Pulmonology, Gelre Ziekenhuis, Apeldoorn, Netherlands
| | - Michiel A de Raaf
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Bas F M van Raaij
- Department of Pulmonology Leiden University Medical Center, Leiden, Netherlands
| | - Merlijn Reijrink
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Marcus J Schultz
- Department of Intensive Care, Amsterdam UMC, AMC, Amsterdam, Netherlands
| | - Ary Serpa Neto
- Department of Critical Care Medicine and Institute of Education and Research, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Elise M Slob
- Department of Respiratory Medicine, Amsterdam UMC, AMC, University of Amsterdam, Amsterdam, Netherlands
| | | | - Marry R Smit
- Department of Intensive Care, Amsterdam UMC, AMC, Amsterdam, Netherlands
| | - A Josien Smits
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Janneke E Stalenhoef
- Department of Internal Medicine, Onze Lieve Vrouwe Gasthuis, Amsterdam, Netherlands
| | - Pieter R Tuinman
- Department of Intensive Care, Amsterdam UMC, VUMC, Amsterdam, Netherlands
| | - Arthur L E M Vanhove
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Jessie N Wessels
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Jessie C C van Wezenbeek
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Anton Vonk Noordegraaf
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Frances S de Man
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Harm J Bogaard
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, VUMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands.
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Gediz Erturk A, Sahin A, Bati Ay E, Pelit E, Bagdatli E, Kulu I, Gul M, Mesci S, Eryilmaz S, Oba Ilter S, Yildirim T. A Multidisciplinary Approach to Coronavirus Disease (COVID-19). Molecules 2021; 26:3526. [PMID: 34207756 PMCID: PMC8228528 DOI: 10.3390/molecules26123526] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 06/04/2021] [Accepted: 06/04/2021] [Indexed: 02/07/2023] Open
Abstract
Since December 2019, humanity has faced an important global threat. Many studies have been published on the origin, structure, and mechanism of action of the SARS-CoV-2 virus and the treatment of its disease. The priority of scientists all over the world has been to direct their time to research this subject. In this review, we highlight chemical studies and therapeutic approaches to overcome COVID-19 with seven different sections. These sections are the structure and mechanism of action of SARS-CoV-2, immunotherapy and vaccine, computer-aided drug design, repurposing therapeutics for COVID-19, synthesis of new molecular structures against COVID-19, food safety/security and functional food components, and potential natural products against COVID-19. In this work, we aimed to screen all the newly synthesized compounds, repurposing chemicals covering antiviral, anti-inflammatory, antibacterial, antiparasitic, anticancer, antipsychotic, and antihistamine compounds against COVID-19. We also highlight computer-aided approaches to develop an anti-COVID-19 molecule. We explain that some phytochemicals and dietary supplements have been identified as antiviral bioproducts, which have almost been successfully tested against COVID-19. In addition, we present immunotherapy types, targets, immunotherapy and inflammation/mutations of the virus, immune response, and vaccine issues.
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Affiliation(s)
- Aliye Gediz Erturk
- Department of Chemistry, Faculty of Arts and Sciences, Ordu University, Altınordu, Ordu 52200, Turkey;
| | - Arzu Sahin
- Department of Basic Medical Sciences—Physiology, Faculty of Medicine, Uşak University, 1-EylulUşak 64000, Turkey;
| | - Ebru Bati Ay
- Department of Plant and Animal Production, Suluova Vocational School, Amasya University, Suluova, Amasya 05100, Turkey;
| | - Emel Pelit
- Department of Chemistry, Faculty of Arts and Sciences, Kırklareli University, Kırklareli 39000, Turkey;
| | - Emine Bagdatli
- Department of Chemistry, Faculty of Arts and Sciences, Ordu University, Altınordu, Ordu 52200, Turkey;
| | - Irem Kulu
- Department of Chemistry, Faculty of Basic Sciences, Gebze Technical University, Kocaeli 41400, Turkey;
| | - Melek Gul
- Department of Chemistry, Faculty of Arts and Sciences, Amasya University, Ipekkoy, Amasya 05100, Turkey
| | - Seda Mesci
- Scientific Technical Application and Research Center, Hitit University, Çorum 19030, Turkey;
| | - Serpil Eryilmaz
- Department of Physics, Faculty of Arts and Sciences, Amasya University, Ipekkoy, Amasya 05100, Turkey;
| | - Sirin Oba Ilter
- Food Processing Department, Suluova Vocational School, Amasya University, Suluova, Amasya 05100, Turkey;
| | - Tuba Yildirim
- Department of Biology, Faculty of Arts and Sciences, Amasya University, Ipekkoy, Amasya 05100, Turkey;
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15
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Haneczok J, Delijewski M. Machine learning enabled identification of potential SARS-CoV-2 3CLpro inhibitors based on fixed molecular fingerprints and Graph-CNN neural representations. J Biomed Inform 2021; 119:103821. [PMID: 34052441 PMCID: PMC8159673 DOI: 10.1016/j.jbi.2021.103821] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 04/18/2021] [Accepted: 05/16/2021] [Indexed: 12/29/2022]
Abstract
Aim Rapidly developing AI and machine learning (ML) technologies can expedite therapeutic development and in the time of current pandemic their merits are particularly in focus. The purpose of this study was to explore various ML approaches for molecular property prediction and illustrate their utility for identifying potential SARS-CoV-2 3CLpro inhibitors. Materials and methods We perform a series of drug discovery screenings based on supervised ML models operating in different ways on molecular representations, encompassing shallow learning methods based on fixed molecular fingerprints, Graph Convolutional Neural Network (Graph-CNN) with its self-learned molecular representations, as well as ML methods based on combining fixed and Graph-CNN learned representations. Results Results of our ML models are compared both with respect to the aggregated predictive performance in terms of ROC-AUC based on the scaffold splits, as well as on the granular level of individual predictions, corresponding to the top ranked repurposing candidates. This comparison reveals both certain characteristic homogeneity regarding chemical and pharmacological classification, with a prevalence of sulfonamides and anticancer drugs, as well as identifies novel groups of potential drug candidates against COVID-19. Conclusions A series of ML approaches for molecular property prediction enables drug discovery screenings, illustrating the utility for COVID-19. We show that the obtained results correspond well with the already published research on COVID-19 treatment, as well as provide novel insights on potential antiviral characteristics inferred from in vitro data.
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Affiliation(s)
| | - Marcin Delijewski
- Department of Pharmacology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Katowice, Poland.
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16
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Purcaru OS, Artene SA, Barcan E, Silosi CA, Stanciu I, Danoiu S, Tudorache S, Tataranu LG, Dricu A. The Interference between SARS-CoV-2 and Tyrosine Kinase Receptor Signaling in Cancer. Int J Mol Sci 2021; 22:4830. [PMID: 34063231 PMCID: PMC8124491 DOI: 10.3390/ijms22094830] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 04/29/2021] [Accepted: 04/30/2021] [Indexed: 01/08/2023] Open
Abstract
Cancer and viruses have a long history that has evolved over many decades. Much information about the interplay between viruses and cell proliferation and metabolism has come from the history of clinical cases of patients infected with virus-induced cancer. In addition, information from viruses used to treat some types of cancer is valuable. Now, since the global coronavirus pandemic erupted almost a year ago, the scientific community has invested countless time and resources to slow down the infection rate and diminish the number of casualties produced by this highly infectious pathogen. A large percentage of cancer cases diagnosed are strongly related to dysregulations of the tyrosine kinase receptor (TKR) family and its downstream signaling pathways. As such, many therapeutic agents have been developed to strategically target these structures in order to hinder certain mechanisms pertaining to the phenotypic characteristics of cancer cells such as division, invasion or metastatic potential. Interestingly, several authors have pointed out that a correlation between coronaviruses such as the SARS-CoV-1 and -2 or MERS viruses and dysregulations of signaling pathways activated by TKRs can be established. This information may help to accelerate the repurposing of clinically developed anti-TKR cancer drugs in COVID-19 management. Because the need for treatment is critical, drug repurposing may be an advantageous choice in the search for new and efficient therapeutic compounds. This approach would be advantageous from a financial point of view as well, given that the resources used for research and development would no longer be required and can be potentially redirected towards other key projects. This review aims to provide an overview of how SARS-CoV-2 interacts with different TKRs and their respective downstream signaling pathway and how several therapeutic agents targeted against these receptors can interfere with the viral infection. Additionally, this review aims to identify if SARS-CoV-2 can be repurposed to be a potential viral vector against different cancer types.
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Affiliation(s)
- Oana-Stefana Purcaru
- Department of Biochemistry, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, Str. Petru Rares nr. 2-4, 710204 Craiova, Romania; (O.-S.P.); (S.-A.A.); (E.B.); (A.D.)
| | - Stefan-Alexandru Artene
- Department of Biochemistry, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, Str. Petru Rares nr. 2-4, 710204 Craiova, Romania; (O.-S.P.); (S.-A.A.); (E.B.); (A.D.)
| | - Edmond Barcan
- Department of Biochemistry, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, Str. Petru Rares nr. 2-4, 710204 Craiova, Romania; (O.-S.P.); (S.-A.A.); (E.B.); (A.D.)
| | - Cristian Adrian Silosi
- Department of Surgery, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, Str. Petru Rares nr. 2-4, 710204 Craiova, Romania;
| | - Ilona Stanciu
- “Victor Babeş” Clinical Hospital of Infectious Diseases and Pneumophtisiology, Craiova, Str. Calea Bucuresti, nr. 126, 200525 Craiova, Romania;
| | - Suzana Danoiu
- Department of Physiopathology, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, Str. Petru Rares nr. 2-4, 710204 Craiova, Romania;
| | - Stefania Tudorache
- Department of Obstetrics and Gynecology, University of Medicine and Pharmacy Craiova, 710204 Craiova, Romania;
| | - Ligia Gabriela Tataranu
- Department of Neurosurgery, “Bagdasar-Arseni” Emergency Hospital, Soseaua Berceni 12, 041915 Bucharest, Romania
| | - Anica Dricu
- Department of Biochemistry, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, Str. Petru Rares nr. 2-4, 710204 Craiova, Romania; (O.-S.P.); (S.-A.A.); (E.B.); (A.D.)
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Morales-Ortega A, Rivas-Prado L, Frutos-Pérez B, Jaenes-Barrios B, Farfán-Sedano AI, García-Parra CJ, Hernández-Muniesa B, Duarte-Millán MÁ, Madroñal-Cerezo E, Ontañón-Nasarre A, Ruiz-Giardín JM, Bermejo F, García-Gil M, Gonzalo-Pascua S, San Martín-López JV, Bernal-Bello D. Early clinical experience with imatinib in COVID-19: Searching for a dual effect. J Infect 2021; 82:186-230. [PMID: 33549625 PMCID: PMC7862035 DOI: 10.1016/j.jinf.2021.02.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 01/30/2021] [Accepted: 02/01/2021] [Indexed: 12/23/2022]
Affiliation(s)
| | - Luis Rivas-Prado
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | - Begoña Frutos-Pérez
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | | | | | | | | | | | - Elena Madroñal-Cerezo
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | - Ana Ontañón-Nasarre
- Department of Hospital Pharmacy, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | | | - Fernando Bermejo
- Department of Gastroenterology, Hospital Universitario de Fuenlabrada. Instituto de Investigación, Sanitaria Hospital La Paz (IdiPAZ), Madrid, Spain
| | - Mario García-Gil
- Department of Hospital Pharmacy, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | - Sonia Gonzalo-Pascua
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | | | - David Bernal-Bello
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
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Disease-drug and drug-drug interaction in COVID-19: Risk and assessment. Biomed Pharmacother 2021; 139:111642. [PMID: 33940506 PMCID: PMC8078916 DOI: 10.1016/j.biopha.2021.111642] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 04/11/2021] [Accepted: 04/19/2021] [Indexed: 12/15/2022] Open
Abstract
COVID-19 is announced as a global pandemic in 2020. Its mortality and morbidity rate are rapidly increasing, with limited medications. The emergent outbreak of COVID-19 prompted by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) keeps spreading. In this infection, a patient's immune response plays pivotal role in the pathogenesis. This inflammatory factor was shown by its mediators that, in severe cases, reach the cytokine at peaks. Hyperinflammatory state may sparks significant imbalances in transporters and drug metabolic machinery, and subsequent alteration of drug pharmacokinetics may result in unexpected therapeutic response. The present scenario has accounted for the requirement for therapeutic opportunities to relive and overcome this pandemic. Despite the diminishing developments of COVID-19, there is no drug still approved to have significant effects with no side effect on the treatment for COVID-19 patients. Based on the evidence, many antiviral and anti-inflammatory drugs have been authorized by the Food and Drug Administration (FDA) to treat the COVID-19 patients even though not knowing the possible drug-drug interactions (DDI). Remdesivir, favipiravir, and molnupiravir are deemed the most hopeful antiviral agents by improving infected patient’s health. Dexamethasone is the first known steroid medicine that saved the lives of seriously ill patients. Some oligopeptides and proteins have also been using. The current review summarizes medication updates to treat COVID-19 patients in an inflammatory state and their interaction with drug transporters and drug-metabolizing enzymes. It gives an opinion on the potential DDI that may permit the individualization of these drugs, thereby enhancing the safety and efficacy.
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19
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Pereira GJDS, Leão AHFF, Erustes AG, Morais IBDM, Vrechi TADM, Zamarioli LDS, Pereira CAS, Marchioro LDO, Sperandio LP, Lins ÍVF, Piacentini M, Fimia GM, Reckziegel P, Smaili SS, Bincoletto C. Pharmacological Modulators of Autophagy as a Potential Strategy for the Treatment of COVID-19. Int J Mol Sci 2021; 22:4067. [PMID: 33920748 PMCID: PMC8071111 DOI: 10.3390/ijms22084067] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 03/10/2021] [Accepted: 03/15/2021] [Indexed: 02/06/2023] Open
Abstract
The family of coronaviruses (CoVs) uses the autophagy machinery of host cells to promote their growth and replication; thus, this process stands out as a potential target to combat COVID-19. Considering the different roles of autophagy during viral infection, including SARS-CoV-2 infection, in this review, we discuss several clinically used drugs that have effects at different stages of autophagy. Among them, we mention (1) lysosomotropic agents, which can prevent CoVs infection by alkalinizing the acid pH in the endolysosomal system, such as chloroquine and hydroxychloroquine, azithromycin, artemisinins, two-pore channel modulators and imatinib; (2) protease inhibitors that can inhibit the proteolytic cleavage of the spike CoVs protein, which is necessary for viral entry into host cells, such as camostat mesylate, lopinavir, umifenovir and teicoplanin and (3) modulators of PI3K/AKT/mTOR signaling pathways, such as rapamycin, heparin, glucocorticoids, angiotensin-converting enzyme inhibitors (IECAs) and cannabidiol. Thus, this review aims to highlight and discuss autophagy-related drugs for COVID-19, from in vitro to in vivo studies. We identified specific compounds that may modulate autophagy and exhibit antiviral properties. We hope that research initiatives and efforts will identify novel or "off-label" drugs that can be used to effectively treat patients infected with SARS-CoV-2, reducing the risk of mortality.
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Affiliation(s)
- Gustavo José da Silva Pereira
- Department of Pharmacology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), 04044-020 São Paulo, Brazil; (A.H.F.F.L.); (A.G.E.); (I.B.d.M.M.); (T.A.d.M.V.); (L.d.S.Z.); (C.A.S.P.); (L.d.O.M.); (L.P.S.); (Í.V.F.L.); (P.R.); (S.S.S.); (C.B.)
| | - Anderson Henrique França Figueredo Leão
- Department of Pharmacology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), 04044-020 São Paulo, Brazil; (A.H.F.F.L.); (A.G.E.); (I.B.d.M.M.); (T.A.d.M.V.); (L.d.S.Z.); (C.A.S.P.); (L.d.O.M.); (L.P.S.); (Í.V.F.L.); (P.R.); (S.S.S.); (C.B.)
| | - Adolfo Garcia Erustes
- Department of Pharmacology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), 04044-020 São Paulo, Brazil; (A.H.F.F.L.); (A.G.E.); (I.B.d.M.M.); (T.A.d.M.V.); (L.d.S.Z.); (C.A.S.P.); (L.d.O.M.); (L.P.S.); (Í.V.F.L.); (P.R.); (S.S.S.); (C.B.)
| | - Ingrid Beatriz de Melo Morais
- Department of Pharmacology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), 04044-020 São Paulo, Brazil; (A.H.F.F.L.); (A.G.E.); (I.B.d.M.M.); (T.A.d.M.V.); (L.d.S.Z.); (C.A.S.P.); (L.d.O.M.); (L.P.S.); (Í.V.F.L.); (P.R.); (S.S.S.); (C.B.)
| | - Talita Aparecida de Moraes Vrechi
- Department of Pharmacology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), 04044-020 São Paulo, Brazil; (A.H.F.F.L.); (A.G.E.); (I.B.d.M.M.); (T.A.d.M.V.); (L.d.S.Z.); (C.A.S.P.); (L.d.O.M.); (L.P.S.); (Í.V.F.L.); (P.R.); (S.S.S.); (C.B.)
| | - Lucas dos Santos Zamarioli
- Department of Pharmacology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), 04044-020 São Paulo, Brazil; (A.H.F.F.L.); (A.G.E.); (I.B.d.M.M.); (T.A.d.M.V.); (L.d.S.Z.); (C.A.S.P.); (L.d.O.M.); (L.P.S.); (Í.V.F.L.); (P.R.); (S.S.S.); (C.B.)
| | - Cássia Arruda Souza Pereira
- Department of Pharmacology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), 04044-020 São Paulo, Brazil; (A.H.F.F.L.); (A.G.E.); (I.B.d.M.M.); (T.A.d.M.V.); (L.d.S.Z.); (C.A.S.P.); (L.d.O.M.); (L.P.S.); (Í.V.F.L.); (P.R.); (S.S.S.); (C.B.)
| | - Laís de Oliveira Marchioro
- Department of Pharmacology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), 04044-020 São Paulo, Brazil; (A.H.F.F.L.); (A.G.E.); (I.B.d.M.M.); (T.A.d.M.V.); (L.d.S.Z.); (C.A.S.P.); (L.d.O.M.); (L.P.S.); (Í.V.F.L.); (P.R.); (S.S.S.); (C.B.)
| | - Letícia Paulino Sperandio
- Department of Pharmacology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), 04044-020 São Paulo, Brazil; (A.H.F.F.L.); (A.G.E.); (I.B.d.M.M.); (T.A.d.M.V.); (L.d.S.Z.); (C.A.S.P.); (L.d.O.M.); (L.P.S.); (Í.V.F.L.); (P.R.); (S.S.S.); (C.B.)
| | - Ísis Valeska Freire Lins
- Department of Pharmacology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), 04044-020 São Paulo, Brazil; (A.H.F.F.L.); (A.G.E.); (I.B.d.M.M.); (T.A.d.M.V.); (L.d.S.Z.); (C.A.S.P.); (L.d.O.M.); (L.P.S.); (Í.V.F.L.); (P.R.); (S.S.S.); (C.B.)
| | - Mauro Piacentini
- Department of Biology, University of Rome “Tor Vergata”, 00133 Rome, Italy;
- Department of Epidemiology and Preclinical Research, National Institute for Infectious Diseases IRCCS ‘La Zaro Spallanzani’, 00149 Rome, Italy;
| | - Gian Maria Fimia
- Department of Epidemiology and Preclinical Research, National Institute for Infectious Diseases IRCCS ‘La Zaro Spallanzani’, 00149 Rome, Italy;
- Department of Molecular Medicine, University of Rome La Sapienza, 00185 Rome, Italy
| | - Patrícia Reckziegel
- Department of Pharmacology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), 04044-020 São Paulo, Brazil; (A.H.F.F.L.); (A.G.E.); (I.B.d.M.M.); (T.A.d.M.V.); (L.d.S.Z.); (C.A.S.P.); (L.d.O.M.); (L.P.S.); (Í.V.F.L.); (P.R.); (S.S.S.); (C.B.)
| | - Soraya Soubhi Smaili
- Department of Pharmacology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), 04044-020 São Paulo, Brazil; (A.H.F.F.L.); (A.G.E.); (I.B.d.M.M.); (T.A.d.M.V.); (L.d.S.Z.); (C.A.S.P.); (L.d.O.M.); (L.P.S.); (Í.V.F.L.); (P.R.); (S.S.S.); (C.B.)
| | - Claudia Bincoletto
- Department of Pharmacology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), 04044-020 São Paulo, Brazil; (A.H.F.F.L.); (A.G.E.); (I.B.d.M.M.); (T.A.d.M.V.); (L.d.S.Z.); (C.A.S.P.); (L.d.O.M.); (L.P.S.); (Í.V.F.L.); (P.R.); (S.S.S.); (C.B.)
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20
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Ginex T, Garaigorta U, Ramírez D, Castro V, Nozal V, Maestro I, García-Cárceles J, Campillo NE, Martinez A, Gastaminza P, Gil C. Host-Directed FDA-Approved Drugs with Antiviral Activity against SARS-CoV-2 Identified by Hierarchical In Silico/In Vitro Screening Methods. Pharmaceuticals (Basel) 2021; 14:ph14040332. [PMID: 33917313 PMCID: PMC8067418 DOI: 10.3390/ph14040332] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 04/01/2021] [Accepted: 04/03/2021] [Indexed: 12/13/2022] Open
Abstract
The unprecedent situation generated by the COVID-19 global emergency has prompted us to actively work to fight against this pandemic by searching for repurposable agents among FDA approved drugs to shed light into immediate opportunities for the treatment of COVID-19 patients. In the attempt to proceed toward a proper rationalization of the search for new antivirals among approved drugs, we carried out a hierarchical in silico/in vitro protocol which successfully combines virtual and biological screening to speed up the identification of host-directed therapies against COVID-19 in an effective way. To this end a multi-target virtual screening approach focused on host-based targets related to viral entry, followed by the experimental evaluation of the antiviral activity of selected compounds, has been carried out. As a result, five different potentially repurposable drugs interfering with viral entry—cepharantine, clofazimine, metergoline, imatinib and efloxate—have been identified.
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Affiliation(s)
- Tiziana Ginex
- Centro de Investigaciones Biológicas Margarita Salas-CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain; (T.G.); (V.N.); (I.M.); (J.G.-C.); (N.E.C.); (A.M.)
| | - Urtzi Garaigorta
- Centro Nacional de Biotecnología-CSIC, Calle Darwin 3, 28049 Madrid, Spain; (U.G.); (V.C.)
| | - David Ramírez
- Instituto de Ciencias Biomédicas, Universidad Autónoma de Chile, Llano Subercaseaux 2801—piso 6, Santiago 7500912, Chile;
| | - Victoria Castro
- Centro Nacional de Biotecnología-CSIC, Calle Darwin 3, 28049 Madrid, Spain; (U.G.); (V.C.)
| | - Vanesa Nozal
- Centro de Investigaciones Biológicas Margarita Salas-CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain; (T.G.); (V.N.); (I.M.); (J.G.-C.); (N.E.C.); (A.M.)
| | - Inés Maestro
- Centro de Investigaciones Biológicas Margarita Salas-CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain; (T.G.); (V.N.); (I.M.); (J.G.-C.); (N.E.C.); (A.M.)
| | - Javier García-Cárceles
- Centro de Investigaciones Biológicas Margarita Salas-CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain; (T.G.); (V.N.); (I.M.); (J.G.-C.); (N.E.C.); (A.M.)
| | - Nuria E. Campillo
- Centro de Investigaciones Biológicas Margarita Salas-CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain; (T.G.); (V.N.); (I.M.); (J.G.-C.); (N.E.C.); (A.M.)
| | - Ana Martinez
- Centro de Investigaciones Biológicas Margarita Salas-CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain; (T.G.); (V.N.); (I.M.); (J.G.-C.); (N.E.C.); (A.M.)
| | - Pablo Gastaminza
- Centro Nacional de Biotecnología-CSIC, Calle Darwin 3, 28049 Madrid, Spain; (U.G.); (V.C.)
- Correspondence: (P.G.); (C.G.)
| | - Carmen Gil
- Centro de Investigaciones Biológicas Margarita Salas-CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain; (T.G.); (V.N.); (I.M.); (J.G.-C.); (N.E.C.); (A.M.)
- Correspondence: (P.G.); (C.G.)
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21
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Ye C, Qi L, Wang J, Zheng S. COVID-19 Pandemic: Advances in Diagnosis, Treatment, Organoid Applications and Impacts on Cancer Patient Management. Front Med (Lausanne) 2021; 8:606755. [PMID: 33855032 PMCID: PMC8039300 DOI: 10.3389/fmed.2021.606755] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 03/05/2021] [Indexed: 12/19/2022] Open
Abstract
Coronavirus disease 2019 (COVID-19) caused by the novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has spread globally and rapidly developed into a worldwide pandemic. The sudden outburst and rapid dissemination of SARS-CoV-2, with overwhelming public health and economic burdens, highlight an urgent need to develop effective strategies for the diagnosis and treatment of infected patients. In this review, we focus on the current advances in the diagnostics and treatment for SARS-CoV-2 infection. Notably, we also summarize some antineoplastic drugs repurposed for COVID-19 treatment and address the diagnostic and therapeutic challenges for oncologists to manage cancer patients in this COVID-19 era. In addition, we emphasize the importance of organoid technology as a valuable experimental virology platform to better understand the pathogenesis of COVID-19 and assist rapid screening of drugs against COVID-19.
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Affiliation(s)
- Chenyang Ye
- Department of Medical Oncology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), School of Medicine, The Second Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Lina Qi
- Department of Medical Oncology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), School of Medicine, The Second Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Ji Wang
- Department of Plastic and Reconstructive Surgery, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, China
- Department of Surgical Oncology, College of Medicine, Sir Run Run Shaw Hospital, Zhejiang University, Hangzhou, China
- Biomedical Research Center and Key Laboratory of Biotherapy of Zhejiang Province, Hangzhou, China
| | - Shu Zheng
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), School of Medicine, The Second Affiliated Hospital, Zhejiang University, Hangzhou, China
- Reseach Center for Air Pollution and Health, School of Medicine, Zhejiang University, Hangzhou, China
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22
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Inflammation, immunity and potential target therapy of SARS-COV-2: A total scale analysis review. Food Chem Toxicol 2021; 150:112087. [PMID: 33640537 PMCID: PMC7905385 DOI: 10.1016/j.fct.2021.112087] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Revised: 01/28/2021] [Accepted: 02/16/2021] [Indexed: 12/18/2022]
Abstract
Coronavirus disease-19 (COVID-19) is a complex disease that causes illness ranging from mild to severe respiratory problems. It is caused by a novel coronavirus SARS-CoV-2 (Severe acute respiratory syndrome coronavirus-2) that is an enveloped positive-sense single-stranded RNA (+ssRNA) virus belongs to coronavirus CoV family. It has a fast-spreading potential worldwide, which leads to high mortality regardless of lows death rates. Now some vaccines or a specific drug are approved but not available for every country for disease prevention and/or treatment. Therefore, it is a high demand to identify the known drugs and test them as a possible therapeutic approach. In this critical situation, one or more of these drugs may represent the only option to treat or reduce the severity of the disease, until some specific drugs or vaccines will be developed and/or approved for everyone in this pandemic. In this updated review, the available repurpose immunotherapeutic treatment strategies are highlighted, elucidating the crosstalk between the immune system and SARS-CoV-2. Despite the reasonable data availability, the effectiveness and safety of these drugs against SARS-CoV-2 needs further studies and validations aiming for a better clinical outcome.
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23
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Chen CZ, Shinn P, Itkin Z, Eastman RT, Bostwick R, Rasmussen L, Huang R, Shen M, Hu X, Wilson KM, Brooks BM, Guo H, Zhao T, Klump-Thomas C, Simeonov A, Michael SG, Lo DC, Hall MD, Zheng W. Drug Repurposing Screen for Compounds Inhibiting the Cytopathic Effect of SARS-CoV-2. Front Pharmacol 2021; 11:592737. [PMID: 33708112 PMCID: PMC7942396 DOI: 10.3389/fphar.2020.592737] [Citation(s) in RCA: 61] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 11/04/2020] [Indexed: 11/23/2022] Open
Abstract
Drug repurposing is a rapid approach to identify therapeutics for the treatment of emerging infectious diseases such as COVID-19. To address the urgent need for treatment options, we carried out a quantitative high-throughput screen using a SARS-CoV-2 cytopathic assay with a compound collection of 8,810 approved and investigational drugs, mechanism-based bioactive compounds, and natural products. Three hundred and nineteen compounds with anti-SARS-CoV-2 activities were identified and confirmed, including 91 approved drugs and 49 investigational drugs. The anti-SARS-CoV-2 activities of 230 of these confirmed compounds, of which 38 are approved drugs, have not been previously reported. Chlorprothixene, methotrimeprazine, and piperacetazine were the three most potent FDA-approved drugs with anti-SARS-CoV-2 activities. These three compounds have not been previously reported to have anti-SARS-CoV-2 activities, although their antiviral activities against SARS-CoV and Ebola virus have been reported. These results demonstrate that this comprehensive data set is a useful resource for drug repurposing efforts, including design of new drug combinations for clinical trials for SARS-CoV-2.
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Affiliation(s)
- Catherine Z. Chen
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Paul Shinn
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Zina Itkin
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Richard T. Eastman
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | | | | | - Ruili Huang
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Min Shen
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Xin Hu
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Kelli M. Wilson
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Brianna M. Brooks
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Hui Guo
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Tongan Zhao
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Carleen Klump-Thomas
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Samuel G. Michael
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Donald C. Lo
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Matthew D. Hall
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Wei Zheng
- National Center for Advancing Translational Sciences, Rockville, MD, United States
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24
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Kumar R, Rathi H, Haq A, Wimalawansa SJ, Sharma A. Putative roles of vitamin D in modulating immune response and immunopathology associated with COVID-19. Virus Res 2021; 292:198235. [PMID: 33232783 PMCID: PMC7680047 DOI: 10.1016/j.virusres.2020.198235] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Revised: 11/15/2020] [Accepted: 11/16/2020] [Indexed: 01/08/2023]
Abstract
The first incidence of COVID-19 was reported in the Wuhan city of Hubei province in China in late December 2019. Because of failure in timely closing of borders of the affected region, COVID-19 spread across like a wildfire through air travel initiating a pandemic. It is a serious lower respiratory track viral infection caused by highly contagious, severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). Coronavirus including COVID-19 causing SARS-CoV-2 causes zoonotic diseases and thought to be originated from bats. Since its first incidence, the virus has spread all across the world, causing serious human casualties, economic losses, and disrupting global supply chains. As with SARS-CoV, COVID-19 causing SARS-CoV-2 follows a similar path of airborne infection, but is less lethal and more infectious than SARS and MERS. This review focusses on the pathogenesis of SARS-CoV-2, especially on the dysfunctional immune responses following a cytokine storm in severely affected persons. The mode of entry of SARS-CoV-2 is via the angiotensin converting enzyme 2 (ACE-2) receptors present on the epithelial lining of lungs, gastrointestinal tract, and mucus membranes. Older persons with weaker immune system and associated co-morbidities are more vulnerable to have dysfunctional immune responses, as most of them concomitantly have severe hypovitaminosis D. Consequently, causing severe damage to key organs of the body including lungs and the cardiovascular system. Since, vast majority of persons enters to the intensive care units and died, had severe vitamin D deficiency, thus, this area must be investigated seriously. In addition, this article assesses the role of vitamin D in reducing the risk of COVID-19. Vitamin D is a key regulator of the renin-angiotensin system that is exploited by SARS-CoV-2 for entry into the host cells. Further, vitamin D modulates multiple mechanisms of the immune system to contain the virus that includes dampening the entry and replication of SARS-CoV-2, reduces concentration of pro-inflammatory cytokines and increases levels of anti-inflammatory cytokines, enhances the production of natural antimicrobial peptide and activates defensive cells such as macrophages that could destroy SARS-CoV-2. Thus, this article provides the urgency of needed evidences through large population based randomized controlled trials and ecological studies to evaluate the potential role of vitamin D in COVID-19.
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Affiliation(s)
- Raman Kumar
- Department of Biochemistry, All India Institute of Medical Sciences (AIIMS), New Delhi, India; Department of Biochemistry, All India Institute of Medical Sciences (AIIMS), Rishikesh, India
| | - Himani Rathi
- Department of Biochemistry, All India Institute of Medical Sciences (AIIMS), Rishikesh, India
| | - Afrozul Haq
- Department of Food Technology, Jamia Hamdard, New Delhi, India
| | | | - Alpana Sharma
- Department of Biochemistry, All India Institute of Medical Sciences (AIIMS), New Delhi, India.
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25
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Kaur T, Kapila S, Kapila R, Kumar S, Upadhyay D, Kaur M, Sharma C. Tmprss2 specific miRNAs as promising regulators for SARS-CoV-2 entry checkpoint. Virus Res 2021; 294:198275. [PMID: 33359190 PMCID: PMC7833564 DOI: 10.1016/j.virusres.2020.198275] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 11/27/2020] [Accepted: 12/17/2020] [Indexed: 12/13/2022]
Abstract
Tmprss2 is an emerging molecular target which guides cellular infections of SARS-CoV-2, has been earmarked for interventions against the viral pathologies. The study aims to computationally screen and identifies potential miRNAs, following in vitro experimental validation of miRNA-mediated suppression of Tmprss2 for early prevention of COVID-19. Pool of 163 miRNAs, scrutinized for Tmprss2 binding with three miRNA prediction algorithms, ensued 11 common miRNAs. Further, computational negative energies for association, corroborated miRNA-Tmprss2 interactions, whereas three miRNAs (hsa-miR-214, hsa-miR-98 and hsa-miR-32) based on probability scores ≥0.8 and accessibility to Tmprss2 target have been selected in the Sfold tool. Transfection of miRNA(s) in the Caco-2 cells, quantitatively estimated differential expression, confirming silencing of Tmprss2 with maximum gene suppression by hsa-miR-32 employing novel promising role in CoV-2 pathogenesis. The exalted binding of miRNAs to Tmprss2 and suppression of later advocates their utility as molecular tools for prevention of SARS-CoV-2 viral transmission and replication in humans.
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Affiliation(s)
- Taruneet Kaur
- Animal Biochemistry Division, ICAR-National Dairy Research Institute, Karnal, Haryana, 132001, India.
| | - Suman Kapila
- Animal Biochemistry Division, ICAR-National Dairy Research Institute, Karnal, Haryana, 132001, India
| | - Rajeev Kapila
- Animal Biochemistry Division, ICAR-National Dairy Research Institute, Karnal, Haryana, 132001, India
| | - Sandeep Kumar
- Virus Research and Diagnostic Laboratory, Kalpana Chawla Government Medical College, Karnal, Haryana, 132001, India
| | - Divya Upadhyay
- Animal Biochemistry Division, ICAR-National Dairy Research Institute, Karnal, Haryana, 132001, India
| | - Manjeet Kaur
- Centre for Agricultural Bioinformatics, ICAR-Indian Agricultural Statistics Research Institute, New Delhi, 110012, India
| | - Chandresh Sharma
- Multidisciplinary Clinical Translational Research, Translational Health Science and Technology Institute, Faridabad, Haryana, 121001, India.
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26
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Rathi H, Burman V, Datta SK, Rana SV, Mirza AA, Saha S, Kumar R, Naithani M. Review on COVID-19 Etiopathogenesis, Clinical Presentation and Treatment Available with Emphasis on ACE2. Indian J Clin Biochem 2021; 36:3-22. [PMID: 33424145 PMCID: PMC7778574 DOI: 10.1007/s12291-020-00953-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 12/19/2020] [Indexed: 02/07/2023]
Abstract
In December 2019, Wuhan city in the Hubei province of China reported for the first time a cluster of patients infected with a novel coronavirus, since then there has been an outburst of this disease across the globe affecting millions of human inhabitants. Severe acute respiratory syndrome coronavirus type-2 (SARS-CoV-2), is a member of beta coronavirus family which upon exposure caused a highly infectious disease called novel coronavirus disease-2019 (COVID-19). COVID-19, a probably bat originated disease was declared by World Health Organization (WHO) as a global pandemic in March 2020. Since then, despite rigorous global containment and quarantine efforts, the disease has affected nearly 56,261,952 laboratory confirmed human population and caused deaths of over 1,349,506 lives worldwide. Virus passes in majority through respiratory droplets and then enters lung epithelial cells by binding to angiotensin converting enzyme 2 (ACE2) receptor and there it undergoes replication and targeting host cells causing severe pathogenesis. Majority of human population exposed to SARS-CoV-2 having fully functional immune system undergo asymptomatic infection while 5-10% are symptomatic and only 1-2% are critically affected and requires ventilation support. Older people or people with co-morbidities are severely affected by COVID-19. These categories of patients also display cytokine storm due to dysfunctional immune response which brutally destroys the affected organs and may lead to death in some. Real time PCR is still considered as standard method of diagnosis along with other serology, radiological and biochemical investigations. Till date, no specific validated medication is available for the treatment of COVID-19 patients. Thus, this review provides detailed knowledge about the different landscapes of disease incidence, etiopathogenesis, involvement of various organs, diagnostic criteria's and treatment guidelines followed for management of COVID-19 infection since its inception. In conclusion, extensive research to recognize novel pathways and their cross talk to combat this virus in precarious settings is our future positive hope.
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Affiliation(s)
- Himani Rathi
- Department of Biochemistry, All India Institute of Medical Sciences, Rishikesh, Uttarakhand India
| | - Vishakha Burman
- Department of Biotechnology, SVBP University of Agriculture and Technology, Meerut, Uttar Pradesh India
| | - Sudip Kumar Datta
- Department of Laboratory Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Satya Vati Rana
- Department of Biochemistry, All India Institute of Medical Sciences, Rishikesh, Uttarakhand India
| | - Anissa Atif Mirza
- Department of Biochemistry, All India Institute of Medical Sciences, Rishikesh, Uttarakhand India
| | - Sarama Saha
- Department of Biochemistry, All India Institute of Medical Sciences, Rishikesh, Uttarakhand India
| | - Raman Kumar
- Department of Biochemistry, All India Institute of Medical Sciences, Rishikesh, Uttarakhand India
| | - Manisha Naithani
- Department of Biochemistry, All India Institute of Medical Sciences, Rishikesh, Uttarakhand India
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27
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Korn D, Pervitsky V, Bobrowski T, Alves VM, Schmitt C, Bizon C, Baker N, Chirkova R, Cherkasov A, Muratov E, Tropsha A. COVID-19 Knowledge Extractor (COKE): A Tool and a Web Portal to Extract Drug - Target Protein Associations from the CORD-19 Corpus of Scientific Publications on COVID-19. CHEMRXIV : THE PREPRINT SERVER FOR CHEMISTRY 2020:13289222. [PMID: 33269341 PMCID: PMC7709174 DOI: 10.26434/chemrxiv.13289222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Revised: 11/26/2020] [Indexed: 12/02/2022]
Abstract
Objective: The COVID-19 pandemic has catalyzed a widespread effort to identify drug candidates and biological targets of relevance to SARS-COV-2 infection, which resulted in large numbers of publications on this subject. We have built the COVID-19 Knowledge Extractor (COKE), a web application to extract, curate, and annotate essential drug-target relationships from the research literature on COVID-19 to assist drug repurposing efforts. Materials and Methods: SciBiteAI ontological tagging of the COVID Open Research Dataset (CORD-19), a repository of COVID-19 scientific publications, was employed to identify drug-target relationships. Entity identifiers were resolved through lookup routines using UniProt and DrugBank. A custom algorithm was used to identify co-occurrences of protein and drug terms, and confidence scores were calculated for each entity pair. Results: COKE processing of the current CORD-19 database identified about 3,000 drug-protein pairs, including 29 unique proteins and 500 investigational, experimental, and approved drugs. Some of these drugs are presently undergoing clinical trials for COVID-19. Discussion: The rapidly evolving situation concerning the COVID-19 pandemic has resulted in a dramatic growth of publications on this subject in a short period. These circumstances call for methods that can condense the literature into the key concepts and relationships necessary for insights into SARS-CoV-2 drug repurposing. Conclusion: The COKE repository and web application deliver key drug - target protein relationships to researchers studying SARS-CoV-2. COKE portal may provide comprehensive and critical information on studies concerning drug repurposing against COVID-19. COKE is freely available at https://coke.mml.unc.edu/ and the code is available at https://github.com/DnlRKorn/CoKE.
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Affiliation(s)
- Daniel Korn
- Department of Computer Science, the University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
- Laboratory for Molecular Modeling, Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, the University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Vera Pervitsky
- Laboratory for Molecular Modeling, Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, the University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Tesia Bobrowski
- Laboratory for Molecular Modeling, Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, the University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Vinicius M. Alves
- Office of Data Science, National Toxicology Program, NIEHS, Morrisville, NC, 27560, USA
| | - Charles Schmitt
- Office of Data Science, National Toxicology Program, NIEHS, Morrisville, NC, 27560, USA
| | - Chris Bizon
- Renaissance Computing Institute, the University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7568, USA
| | - Nancy Baker
- ParlezChem, 123 W Union Street, Hillsborough, NC, 27278, USA
| | - Rada Chirkova
- Department of Computer Science, North Carolina State University, Raleigh, NC, 27606-5550
| | - Artem Cherkasov
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | - Eugene Muratov
- Laboratory for Molecular Modeling, Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, the University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Alexander Tropsha
- Laboratory for Molecular Modeling, Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, the University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
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Abstract
Coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has spread worldwide since its first incidence in Wuhan, China, in December 2019. Although the case fatality rate of COVID-19 appears to be lower than that of SARS and Middle East respiratory syndrome (MERS), the higher transmissibility of SARS-CoV-2 has caused the total fatality to surpass other viral diseases, reaching more than 1 million globally as of October 6, 2020. The rate at which the disease is spreading calls for a therapy that is useful for treating a large population. Multiple intersecting viral and host factor targets involved in the life cycle of the virus are being explored. Because of the frequent mutations, many coronaviruses gain zoonotic potential, which is dependent on the presence of cell receptors and proteases, and therefore the targeting of the viral proteins has some drawbacks, as strain-specific drug resistance can occur. Moreover, the limited number of proteins in a virus makes the number of available targets small. Although SARS-CoV and SARS-CoV-2 share common mechanisms of entry and replication, there are substantial differences in viral proteins such as the spike (S) protein. In contrast, targeting cellular factors may result in a broader range of therapies, reducing the chances of developing drug resistance. In this Review, we discuss the role of primary host factors such as the cell receptor angiotensin-converting enzyme 2 (ACE2), cellular proteases of S protein priming, post-translational modifiers, kinases, inflammatory cells, and their pharmacological intervention in the infection of SARS-CoV-2 and related viruses.
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Affiliation(s)
- Anil Mathew Tharappel
- Wadsworth Center, New York State Department of Health, 120 New Scotland Ave, Albany, NY 12208, USA
| | - Subodh Kumar Samrat
- Wadsworth Center, New York State Department of Health, 120 New Scotland Ave, Albany, NY 12208, USA
| | - Zhong Li
- Wadsworth Center, New York State Department of Health, 120 New Scotland Ave, Albany, NY 12208, USA
| | - Hongmin Li
- Wadsworth Center, New York State Department of Health, 120 New Scotland Ave, Albany, NY 12208, USA
- Department of Biomedical Sciences, School of Public Health, University at Albany, Albany, NY 12201, USA
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29
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Mastellos DC, Pires da Silva BGP, Fonseca BAL, Fonseca NP, Auxiliadora-Martins M, Mastaglio S, Ruggeri A, Sironi M, Radermacher P, Chrysanthopoulou A, Skendros P, Ritis K, Manfra I, Iacobelli S, Huber-Lang M, Nilsson B, Yancopoulou D, Connolly ES, Garlanda C, Ciceri F, Risitano AM, Calado RT, Lambris JD. Complement C3 vs C5 inhibition in severe COVID-19: Early clinical findings reveal differential biological efficacy. Clin Immunol 2020; 220:108598. [PMID: 32961333 PMCID: PMC7501834 DOI: 10.1016/j.clim.2020.108598] [Citation(s) in RCA: 170] [Impact Index Per Article: 42.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Revised: 09/16/2020] [Accepted: 09/16/2020] [Indexed: 12/15/2022]
Abstract
Growing clinical evidence has implicated complement as a pivotal driver of COVID-19 immunopathology. Deregulated complement activation may fuel cytokine-driven hyper-inflammation, thrombotic microangiopathy and NET-driven immunothrombosis, thereby leading to multi-organ failure. Complement therapeutics have gained traction as candidate drugs for countering the detrimental consequences of SARS-CoV-2 infection. Whether blockade of terminal complement effectors (C5, C5a, or C5aR1) may elicit similar outcomes to upstream intervention at the level of C3 remains debated. Here we compare the efficacy of the C5-targeting monoclonal antibody eculizumab with that of the compstatin-based C3-targeted drug candidate AMY-101 in small independent cohorts of severe COVID-19 patients. Our exploratory study indicates that therapeutic complement inhibition abrogates COVID-19 hyper-inflammation. Both C3 and C5 inhibitors elicit a robust anti-inflammatory response, reflected by a steep decline in C-reactive protein and IL-6 levels, marked lung function improvement, and resolution of SARS-CoV-2-associated acute respiratory distress syndrome (ARDS). C3 inhibition afforded broader therapeutic control in COVID-19 patients by attenuating both C3a and sC5b-9 generation and preventing FB consumption. This broader inhibitory profile was associated with a more robust decline of neutrophil counts, attenuated neutrophil extracellular trap (NET) release, faster serum LDH decline, and more prominent lymphocyte recovery. These early clinical results offer important insights into the differential mechanistic basis and underlying biology of C3 and C5 inhibition in COVID-19 and point to a broader pathogenic involvement of C3-mediated pathways in thromboinflammation. They also support the evaluation of these complement-targeting agents as COVID-19 therapeutics in large prospective trials.
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Affiliation(s)
- Dimitrios C Mastellos
- National Center for Scientific Research 'Demokritos', Aghia Paraskevi, Athens, Greece
| | - Bruno G P Pires da Silva
- Department of Medical Imaging, Hematology and Clinical Oncology, University of São Paulo, Ribeirão Preto, School of Medicine, Brazil
| | - Benedito A L Fonseca
- Department of Internal Medicine, University of São Paulo, Ribeirão Preto School of Medicine, Brazil
| | - Natasha P Fonseca
- Department of Medical Imaging, Hematology and Clinical Oncology, University of São Paulo, Ribeirão Preto, School of Medicine, Brazil
| | - Maria Auxiliadora-Martins
- Intensive Care Unit, University Hospital, University of São Paulo, Ribeirão Preto School of Medicine, Brazil
| | - Sara Mastaglio
- Hematology and Bone Marrow Transplantation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Annalisa Ruggeri
- Hematology and Bone Marrow Transplantation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Marina Sironi
- Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Peter Radermacher
- Sektion Anästhesiologische Pathophysiologie und Verfahrensentwicklung, University Hospital of Ulm, Ulm, Germany
| | - Akrivi Chrysanthopoulou
- First Department of Internal Medicine and Laboratory of Molecular Hematology, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
| | - Panagiotis Skendros
- First Department of Internal Medicine and Laboratory of Molecular Hematology, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
| | - Konstantinos Ritis
- First Department of Internal Medicine and Laboratory of Molecular Hematology, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
| | - Ilenia Manfra
- AORN San Giuseppe Moscati, Hematology and Hematopoietic Stem Cell Transplantation Unit, Avellino, Italy
| | - Simona Iacobelli
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Markus Huber-Lang
- Institute for Clinical and Experimental Trauma-Immunology, University Hospital of Ulm, Ulm, Germany
| | - Bo Nilsson
- Division of Clinical Immunology, Uppsala University Hospital, Uppsala, Sweden
| | | | - E Sander Connolly
- Department of Neurological Surgery, Columbia University, New York, NY, USA
| | - Cecilia Garlanda
- Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy; Humanitas University, Pieve Emanuele, Milan, Italy
| | - Fabio Ciceri
- Hematology and Bone Marrow Transplantation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy; University Vita Salute San Raffaele, Milan, Italy
| | - Antonio M Risitano
- AORN San Giuseppe Moscati, Hematology and Hematopoietic Stem Cell Transplantation Unit, Avellino, Italy; Federico II University of Naples, Naples, Italy
| | - Rodrigo T Calado
- Department of Medical Imaging, Hematology and Clinical Oncology, University of São Paulo, Ribeirão Preto, School of Medicine, Brazil
| | - John D Lambris
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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30
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Satyam A, Tsokos GC. Curb complement to cure COVID-19. Clin Immunol 2020; 221:108603. [PMID: 33022386 PMCID: PMC7832239 DOI: 10.1016/j.clim.2020.108603] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 09/29/2020] [Indexed: 01/01/2023]
Affiliation(s)
- Abhigyan Satyam
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States.
| | - George C Tsokos
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
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31
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Imatinib is not a potent anti-SARS-CoV-2 drug. Leukemia 2020; 34:3085-3087. [PMID: 32999432 PMCID: PMC7527150 DOI: 10.1038/s41375-020-01045-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 08/13/2020] [Accepted: 09/23/2020] [Indexed: 12/31/2022]
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32
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Chen CZ, Shinn P, Itkin Z, Eastman RT, Bostwick R, Rasmussen L, Huang R, Shen M, Hu X, Wilson KM, Brooks B, Guo H, Zhao T, Klump-Thomas C, Simeonov A, Michael SG, Lo DC, Hall MD, Zheng W. Drug Repurposing Screen for Compounds Inhibiting the Cytopathic Effect of SARS-CoV-2. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2020:2020.08.18.255877. [PMID: 32839771 PMCID: PMC7444282 DOI: 10.1101/2020.08.18.255877] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Drug repurposing is a rapid approach to identifying therapeutics for the treatment of emerging infectious diseases such as COVID-19. To address the urgent need for treatment options, we carried out a quantitative high-throughput screen using a SARS-CoV-2 cytopathic assay with a compound collection of 8,810 approved and investigational drugs, mechanism-based bioactive compounds, and natural products. Three hundred and nineteen compounds with anti-SARS-CoV-2 activities were identified and confirmed, including 91 approved drug and 49 investigational drugs. Among these confirmed compounds, the anti-SARS-CoV-2 activities of 230 compounds, including 38 approved drugs, have not been previously reported. Chlorprothixene, methotrimeprazine, and piperacetazine were the three most potent FDA approved drugs with anti-SARS-CoV-2 activities. These three compounds have not been previously reported to have anti-SARS-CoV-2 activities, although their antiviral activities against SARS-CoV and Ebola virus have been reported. These results demonstrate that this comprehensive data set of drug repurposing screen for SARS-CoV-2 is useful for drug repurposing efforts including design of new drug combinations for clinical trials.
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Affiliation(s)
- Catherine Z. Chen
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Paul Shinn
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Zina Itkin
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Richard T. Eastman
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Robert Bostwick
- Southern Research, 2000 Ninth Avenue South, Birmingham, Alabama, 35205
| | - Lynn Rasmussen
- Southern Research, 2000 Ninth Avenue South, Birmingham, Alabama, 35205
| | - Ruili Huang
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Min Shen
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Xin Hu
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Kelli M. Wilson
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Brianna Brooks
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Hui Guo
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Tongan Zhao
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Carleen Klump-Thomas
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Samuel G. Michael
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Donald C. Lo
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Matthew D. Hall
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
| | - Wei Zheng
- National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, MD, 20850
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33
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Ibrahim H, Perl A, Smith D, Lewis T, Kon Z, Goldenberg R, Yarta K, Staniloae C, Williams M. Therapeutic blockade of inflammation in severe COVID-19 infection with intravenous N-acetylcysteine. Clin Immunol 2020; 219:108544. [PMID: 32707089 PMCID: PMC7374140 DOI: 10.1016/j.clim.2020.108544] [Citation(s) in RCA: 87] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Revised: 07/17/2020] [Accepted: 07/17/2020] [Indexed: 02/06/2023]
Abstract
Glucose 6-phosphate dehydrogenase (G6PD) deficiency facilitates human coronavirus infection due to glutathione depletion. G6PD deficiency may especially predispose to hemolysis upon coronavirus disease-2019 (COVID-19) infection when employing pro-oxidant therapy. However, glutathione depletion is reversible by N-acetylcysteine (NAC) administration. We describe a severe case of COVID-19 infection in a G6PD-deficient patient treated with hydroxychloroquine who benefited from intravenous (IV) NAC beyond reversal of hemolysis. NAC blocked hemolysis and elevation of liver enzymes, C-reactive protein (CRP), and ferritin and allowed removal from respirator and veno-venous extracorporeal membrane oxygenator and full recovery of the G6PD-deficient patient. NAC was also administered to 9 additional respirator-dependent COVID-19-infected patients without G6PD deficiency. NAC elicited clinical improvement and markedly reduced CRP in all patients and ferritin in 9/10 patients. NAC mechanism of action may involve the blockade of viral infection and the ensuing cytokine storm that warrant follow-up confirmatory studies in the setting of controlled clinical trials.
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Affiliation(s)
- Homam Ibrahim
- New York University Grossman School of Medicine, NY, New York, United States of America.
| | - Andras Perl
- Upstate Medical University Hospital, Syracuse, New York, United States of America.
| | - Deane Smith
- New York University Grossman School of Medicine, NY, New York, United States of America
| | - Tyler Lewis
- New York University Grossman School of Medicine, NY, New York, United States of America
| | - Zachary Kon
- New York University Grossman School of Medicine, NY, New York, United States of America
| | - Ronald Goldenberg
- New York University Grossman School of Medicine, NY, New York, United States of America
| | - Kinan Yarta
- New York University Grossman School of Medicine, NY, New York, United States of America
| | - Cezar Staniloae
- New York University Grossman School of Medicine, NY, New York, United States of America
| | - Mathew Williams
- New York University Grossman School of Medicine, NY, New York, United States of America
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