3801
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Latino KA, Kapoor DA. Failing to Prepare Is Preparing to Fail. Rev Urol 2020; 22:91-92. [PMID: 33239967 PMCID: PMC7672497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
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3802
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Beck BR, Shin B, Choi Y, Park S, Kang K. Predicting commercially available antiviral drugs that may act on the novel coronavirus (SARS-CoV-2) through a drug-target interaction deep learning model. Comput Struct Biotechnol J 2020; 18:784-790. [PMID: 32280433 DOI: 10.1101/2020.01.31.929547] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Revised: 03/23/2020] [Accepted: 03/25/2020] [Indexed: 05/18/2023] Open
Abstract
The infection of a novel coronavirus found in Wuhan of China (SARS-CoV-2) is rapidly spreading, and the incidence rate is increasing worldwide. Due to the lack of effective treatment options for SARS-CoV-2, various strategies are being tested in China, including drug repurposing. In this study, we used our pre-trained deep learning-based drug-target interaction model called Molecule Transformer-Drug Target Interaction (MT-DTI) to identify commercially available drugs that could act on viral proteins of SARS-CoV-2. The result showed that atazanavir, an antiretroviral medication used to treat and prevent the human immunodeficiency virus (HIV), is the best chemical compound, showing an inhibitory potency with Kd of 94.94 nM against the SARS-CoV-2 3C-like proteinase, followed by remdesivir (113.13 nM), efavirenz (199.17 nM), ritonavir (204.05 nM), and dolutegravir (336.91 nM). Interestingly, lopinavir, ritonavir, and darunavir are all designed to target viral proteinases. However, in our prediction, they may also bind to the replication complex components of SARS-CoV-2 with an inhibitory potency with Kd < 1000 nM. In addition, we also found that several antiviral agents, such as Kaletra (lopinavir/ritonavir), could be used for the treatment of SARS-CoV-2. Overall, we suggest that the list of antiviral drugs identified by the MT-DTI model should be considered, when establishing effective treatment strategies for SARS-CoV-2.
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Affiliation(s)
| | - Bonggun Shin
- Deargen, Inc., Daejeon, Republic of Korea
- Department of Computer Science, Emory University, Atlanta, GA, United States
| | | | | | - Keunsoo Kang
- Department of Microbiology, College of Science & Technology, Dankook University, Cheonan, Republic of Korea
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3803
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Das S, Das S, Ghangrekar MM. The COVID-19 pandemic: biological evolution, treatment options and consequences. INNOVATIVE INFRASTRUCTURE SOLUTIONS 2020; 5:76. [PMCID: PMC7330532 DOI: 10.1007/s41062-020-00325-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Accepted: 06/19/2020] [Indexed: 02/05/2023]
Abstract
The spread of novel coronavirus SARS-CoV-2, the cause of the pandemic COVID-19 has emerged as a global matter of concern in the last couple of months. It has rapidly spread around the globe, which initially began in the city of Wuhan, People’s Republic of China and is hypothesized to originate from the group of Rhinolophus bats. Till date, there has been no clinically proven vaccine against the SARS-CoV-2 and thus the doctors are employing the other well-known techniques, which have previously successfully tackled similar other human coronaviruses. To prevent the further spread of COVID-19, doctors are advising isolation of the infected patients, and also regular washing of hands and the use of face mask for the common people. In the wake of the COVID-19 outbreak, the countries are going for nationwide lockdown as the only preventive measure to avert community transmission of this disease, which is having economic, social and psychological effect on the general mass. Therefore, this comprehensive review article encapsulates the biological evolution of human coronaviruses, probable treatment and control strategies to combat COVID-19 and, its impact on human life.
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Affiliation(s)
- Sovik Das
- Department of Civil Engineering, Indian Institute of Technology, Kharagpur, 721302 India
| | - Swati Das
- PK Sinha Centre for Bioenergy and Renewables, Indian Institute of Technology, Kharagpur, 721302 India
| | - M. M. Ghangrekar
- Department of Civil Engineering, Indian Institute of Technology, Kharagpur, 721302 India
- PK Sinha Centre for Bioenergy and Renewables, Indian Institute of Technology, Kharagpur, 721302 India
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3804
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Agarwal A, Chen A, Ravindran N, To C, Thuluvath PJ. Gastrointestinal and Liver Manifestations of COVID-19. J Clin Exp Hepatol 2020; 10:263-265. [PMID: 32405183 PMCID: PMC7212283 DOI: 10.1016/j.jceh.2020.03.001] [Citation(s) in RCA: 70] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 03/31/2020] [Indexed: 01/08/2023] Open
Abstract
The worldwide pandemic of COVID-19, caused by the virus SARS-CoV,-2 has continued to progress, and increasing information is becoming available about the incidence of digestive symptoms as well as abnormal liver-associated enzymes in patients who are infected. These are postulated to be related to the virus's use of ACE-2 receptors located on certain intestinal cells, cholangiocytes, and hepatocytes. This brief review summarizes the available limited data on digestive manifestations of COVID-19. A significant proportion of COVID-19 patients can present initially with only digestive complaints. The most common digestive symptoms are anorexia, nausea, vomiting, and diarrhea. Liver-related transaminases are elevated in a substantial proportion of patients, although generally only mildly elevated. Currently there is no firm evidence to suggest that severity of digestive symptoms corresponds to severity of COVID-19 clinical course, however, more severe alterations in liver enzymes may correlate with worse clinical course. Given use of antiviral and antibacterial agents in sicker patients, drug-induced liver injury cannot be ruled out either in these cases. Although viral RNA can be detected in stool, it is unclear whether fecal-oral transmission can be achieved by the virus. As further data becomes available, our understanding of the digestive manifestations of COVID-19 will continue to evolve.
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Affiliation(s)
- Amol Agarwal
- Institute of Digestive Health and Liver Diseases, Mercy Medical Center, Baltimore, USA,Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Alan Chen
- Institute of Digestive Health and Liver Diseases, Mercy Medical Center, Baltimore, USA,Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Nishal Ravindran
- Institute of Digestive Health and Liver Diseases, Mercy Medical Center, Baltimore, USA
| | - Chau To
- Institute of Digestive Health and Liver Diseases, Mercy Medical Center, Baltimore, USA
| | - Paul J. Thuluvath
- Institute of Digestive Health and Liver Diseases, Mercy Medical Center, Baltimore, USA,Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA,Address for correspondence. Paul J. Thuluvath, Institute of Digestive Health and Liver Diseases, Mercy Medical Center, Baltimore, MD, USA.
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3805
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Qiu G, Xu X, Dang Z, Zhang L, Zhuang L, Jing W, Ji L. Potential inhibitor for 2019-novel coronaviruses in drug development. CANCER TRANSLATIONAL MEDICINE 2020. [DOI: 10.4103/ctm.ctm_3_20] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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3806
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Rodríguez-Morales AJ, MacGregor K, Kanagarajah S, Patel D, Schlagenhauf P. Going global - Travel and the 2019 novel coronavirus. Travel Med Infect Dis 2020; 33:101578. [PMID: 32044389 PMCID: PMC7128681 DOI: 10.1016/j.tmaid.2020.101578] [Citation(s) in RCA: 193] [Impact Index Per Article: 38.6] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Accepted: 02/07/2020] [Indexed: 12/13/2022]
Affiliation(s)
- Alfonso J Rodríguez-Morales
- Public Health and Infection Research Group, Faculty of Health Sciences, Universidad Tecnológica de Pereira, Pereira, Risaralda, Colombia; Grupo de Investigación Biomedicina, Faculty of Medicine, Fundación Universitaria Autónoma de las Américas, Pereira, Risaralda, 660004, Colombia.
| | - Kirsten MacGregor
- National Travel Health Network and Centre (NaTHNaC), UCLH NHS Foundation Trust, London, NW1 2PG, United Kingdom
| | - Sanch Kanagarajah
- National Travel Health Network and Centre (NaTHNaC), UCLH NHS Foundation Trust, London, NW1 2PG, United Kingdom
| | - Dipti Patel
- National Travel Health Network and Centre (NaTHNaC), UCLH NHS Foundation Trust, London, NW1 2PG, United Kingdom
| | - Patricia Schlagenhauf
- University of Zürich Centre for Travel Medicine, WHO Collaborating Centre for Travellers' Health, Institute for Epidemiology, Biostatistics and Prevention, Hirschengraben 84, 8001, Zürich, Switzerland
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3807
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Mohammadi Barzelighi H, Daraei B, Dastan F. Approaches for the Treatment of SARS-CoV-2 Infection: A Pharmacologic View and Literature Review. IRANIAN JOURNAL OF PHARMACEUTICAL RESEARCH : IJPR 2020; 19:258-281. [PMID: 33680028 PMCID: PMC7757982 DOI: 10.22037/ijpr.2020.113821.14506] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The emergence of a novel Coronavirus disease (COVID-19) inducing acute respiratory distress syndrome (ARDS) was identified in Hubei province of China in December 2019 and rapidly spread worldwide as pandemic and became a public health concern. COVID-19 disease is caused by a new virus known as SARS-CoV-2 (Severe Acute Respiratory Syndrome Coronavirus 2), which has recently offered many challenges and efforts to identify effective drugs for its prevention and treatment. Currently, there is no proven effective approach and medication against this virus. Quickly expanding clinical trials and studies on Coronavirus disease 2019 increase our knowledge regarding SARS-CoV-2 virus and introduce several potential drugs targeting virus moiety or host cell elements. Overall, 3 stages were suggested for SARS-CoV-2 infection according to the disease severity, clinical manifestations, and treatment outcomes, including mild, moderate, and severe. This review aimed to classify and summarize several medications and potential therapies according to the disease 3 stages; however, it is worth noting that no medication and therapy has been effective so far.
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Affiliation(s)
| | - Bahram Daraei
- Department of Toxicology and Pharmacology, School of Pharmacy, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Farzaneh Dastan
- Department of Clinical Pharmacy, School of Pharmacy, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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3808
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Abstract
We highlighted the discovery process, preparation techniques, broad-spectrum activities, antiviral mechanism, and future perspectives of GS-5734.
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Affiliation(s)
- Zhonglei Wang
- School of Chemistry and Chemical Engineering
- Qufu Normal University
- Qufu 273165
- China
- School of Pharmaceutical Sciences
| | - Liyan Yang
- School of Physics and Engineering
- Qufu Normal University
- Qufu 273165
- China
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3809
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Gupta MD, Girish MP, Yadav G, Shankar A, Yadav R. Coronavirus disease 2019 and the cardiovascular system: Impacts and implications. Indian Heart J 2020; 72:1-6. [PMID: 32423554 PMCID: PMC7195102 DOI: 10.1016/j.ihj.2020.03.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Affiliation(s)
- Mohit D Gupta
- GB Pant Institute of Post Graduate Medical Education and Research, Delhi, India
| | - M P Girish
- GB Pant Institute of Post Graduate Medical Education and Research, Delhi, India
| | | | | | - Rakesh Yadav
- All India Institute of Medical Sciences, Delhi, India.
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3810
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Appajigol J, Poddar A, Gogate A, Kumbar A, Francis KS, Javali S. Factors associated with case fatality in COVID-19. JOURNAL OF THE SCIENTIFIC SOCIETY 2020. [DOI: 10.4103/jss.jss_45_20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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3811
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Fang M, He B, Li L, Dong D, Yang X, Li C, Meng L, Zhong L, Li H, Li H, Tian J. CT radiomics can help screen the Coronavirus disease 2019 (COVID-19): a preliminary study. SCIENCE CHINA INFORMATION SCIENCES 2020; 63:172103. [PMCID: PMC7166002 DOI: 10.1007/s11432-020-2849-3] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
The Coronavirus disease 2019 (COVID-19) is raging across the world. The radiomics, which explores huge amounts of features from medical image for disease diagnosis, may help the screen of the COVID-19. In this study, we aim to develop a radiomic signature to screen COVID-19 from CT images. We retrospectively collect 75 pneumonia patients from Beijing Youan Hospital, including 46 patients with COVID-19 and 29 other types of pneumonias. These patients are divided into training set (n = 50) and test set (n = 25) at random. We segment the lung lesions from the CT images, and extract 77 radiomic features from the lesions. Then unsupervised consensus clustering and multiple cross-validation are utilized to select the key features that are associated with the COVID-19. In the experiments, while twenty-three radiomic features are found to be highly associated with COVID-19, four key features are screened and used as the inputs of support vector machine to build the radiomic signature. We use area under the receiver operating characteristic curve (AUC) and calibration curve to assess the performance of our model. It yields AUCs of 0.862 and 0.826 in the training set and the test set respectively. We also perform the stratified analysis and find that its predictive ability is not affected by gender, age, chronic disease and degree of severity. In conclusion, we investigate the value of radiomics in screening COVID-19, and the experimental results suggest the radiomic signature could be a potential tool for diagnosis of COVID-19.
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Affiliation(s)
- Mengjie Fang
- School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 100049 China
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China
| | - Bingxi He
- School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, 100049 China
| | - Li Li
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, 100069 China
| | - Di Dong
- School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 100049 China
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China
| | - Xin Yang
- School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 100049 China
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China
| | - Cong Li
- School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 100049 China
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China
| | - Lingwei Meng
- School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 100049 China
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China
| | - Lianzhen Zhong
- School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 100049 China
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China
| | - Hailin Li
- Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Medicine, Beihang University, Beijing, 100191 China
| | - Hongjun Li
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, 100069 China
| | - Jie Tian
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China
- Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Medicine, Beihang University, Beijing, 100191 China
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3812
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Li G, Yang F, He X, Liu Z, Pi J, Zhu Y, Ke X, Liu S, Ou M, Guo H, Zhang Z, Zeng G, Zhang G. Anti-tuberculosis (TB) chemotherapy dynamically rescues Th1 and CD8+ T effector levels in Han Chinese pulmonary TB patients. Microbes Infect 2019; 22:119-126. [PMID: 31678658 DOI: 10.1016/j.micinf.2019.10.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Revised: 09/30/2019] [Accepted: 10/23/2019] [Indexed: 12/16/2022]
Abstract
CD4+/CD8+ T cells play a major role in conferring immune protection against tuberculosis (TB), but it remains unknown how the immune responses of CD4+/CD8+ T cells exactly correlate with the clinical variables and disease statuses during anti-TB chemotherapy. To address this, several major immune parameters of CD4+/CD8+ T cells in peripheral blood derived from pulmonary TB patients and healthy volunteers were evaluated. We observed that active TB infection induced lower CD3+ T cell and CD4+ T cell levels but higher CD8+T cell levels, while anti-TB chemotherapy reversed these effects. Also, anti-TB treatment induced enhanced production of IL-2 and IFN-γ but reduced expression of IL-10 and IL-6. Moreover, the dynamic changes of CD3, CD4, and CD8 levels did not show a significant association with sputum smear positivity. However, the frequencies of IL-2+CD4+ or IL-10 + CD4+ T effector subpopulation or IL-1β production in peripheral blood showed significant difference between patients positive for sputum smear and patients negative for sputum smear after anti-TB treatment. These findings implicated that recovery of Th1/CD8+T cell effector levels might be critical immunological events in pulmonary TB patients after treatment and further suggested the importance of these immunological parameters as potential biomarkers for prediction of TB progress and prognosis.
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Affiliation(s)
- Guobao Li
- Department of Tuberculosis, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen 518112, China
| | - Fang Yang
- Department of Microbiology, Zhongshan School of Medicine, Key Laboratory for Tropical Diseases Control of the Ministry of Education, Sun Yat-sen University, Guangzhou, 510080, China
| | - Xing He
- National Clinical Research Center for Tuberculosis, Guangdong Key Laboratory for Emerging Infectious Diseases, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen, 518112, China
| | - Zhi Liu
- Department of Tuberculosis, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen 518112, China
| | - Jiang Pi
- Department of Microbiology, Zhongshan School of Medicine, Key Laboratory for Tropical Diseases Control of the Ministry of Education, Sun Yat-sen University, Guangzhou, 510080, China; Department of Microbiology and Immunology, University of Illinois at Chicago, Chicago, IL, 60612, USA
| | - Yuzhen Zhu
- Guangdong Key Laboratory for Research and Development of Natural Drugs, Guangdong Medical University, Zhanjiang, 524023, China
| | - Xue Ke
- Department of Tuberculosis, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen 518112, China
| | - Shuyan Liu
- Department of Tuberculosis, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen 518112, China
| | - Min Ou
- Department of Tuberculosis, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen 518112, China
| | - Huixin Guo
- National Clinical Research Center for Tuberculosis and Guangdong Center for Tuberculosis Control, Guangzhou, 510430, China
| | - Zhuoran Zhang
- Beckman Research Institute, City of Hope National Cancer Center, Duarte, CA, 92618, USA
| | - Gucheng Zeng
- Department of Microbiology, Zhongshan School of Medicine, Key Laboratory for Tropical Diseases Control of the Ministry of Education, Sun Yat-sen University, Guangzhou, 510080, China.
| | - Guoliang Zhang
- National Clinical Research Center for Tuberculosis, Guangdong Key Laboratory for Emerging Infectious Diseases, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen, 518112, China.
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3813
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Gupta P, Goyal K, Kanta P, Ghosh A, Singh MP. Novel 2019-coronavirus on new year's Eve. Indian J Med Microbiol 2019; 37:459-477. [PMID: 32436867 PMCID: PMC7836853 DOI: 10.4103/ijmm.ijmm_20_54] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 03/09/2020] [Accepted: 04/16/2020] [Indexed: 12/15/2022]
Abstract
An ongoing apocalyptic outbreak of a new virus causing pneumonia-like clusters in Wuhan city, China, has gleamed the world. The outbreak, confirmed on the New Year's Eve 2020, has known no boundaries since then. The number has surpassed that of Severe Acute Respiratory Syndrome (SARS) and Middle East respiratory syndrome (MERS), and is uninterruptedly escalating. Being an RNA virus, it has a propensity to mutate due to the low proofreading capacity of RNA-dependent RNA polymerase. Step-wise mutations have led to the gradual spillover of virus and after crossing the inter-species interface, the virus has adapted itself for a stable human-to-human transmission. The disease caused by severe acute respiratory syndrome coronavirus (CoV)-2 (SARS-CoV-2) can prove deadlier if the so-called 'super-spreading events' emerge with time. Recent research has shown the maximum homology of 99% of SARS-CoV-2 to pangolins associated coronavirus, owing to which these can serve as potential intermediate host. India is responding swiftly to the emergency situation, and the whole of the country is under lockdown since 25 March 2020, to ensure social distancing. All the international flights are padlocked and the travellers are being screened at airports and seaports via thermal sensors, and quarantine for a period of 14 days is recommended. Three hundred and forty-five patients across the country tested positive with six fatalities as of 22 March 2020. No specific anti-CoV drugs are currently available. Patients are being treated with protease drugs are inhibitors, remdesivir, chloroquine, angiotensin-converting enzyme 2 inhibitors, ivermectin, sarilumab and tocilizumab, though none of these is Food and Drug Administration approved and are undergoing trials. Preventive measures such as social distancing, quarantine, cough etiquettes, proper hand washing, cleaning and decontaminating the surfaces are the mainstay for curbing the transmission of this virus. The present review highlights the update of novel SARS-CoV-2 in context to the Indian scenario.
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Affiliation(s)
- Parakriti Gupta
- Department of Virology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Kapil Goyal
- Department of Virology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Poonam Kanta
- Department of Virology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Arnab Ghosh
- Department of Virology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Mini P. Singh
- Department of Virology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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