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Paul NP, Galván AE, Yoshinaga-Sakurai K, Rosen BP, Yoshinaga M. Arsenic in medicine: past, present and future. Biometals 2023; 36:283-301. [PMID: 35190937 PMCID: PMC8860286 DOI: 10.1007/s10534-022-00371-y] [Citation(s) in RCA: 28] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 02/05/2022] [Indexed: 12/17/2022]
Abstract
Arsenicals are one of the oldest treatments for a variety of human disorders. Although infamous for its toxicity, arsenic is paradoxically a therapeutic agent that has been used since ancient times for the treatment of multiple diseases. The use of most arsenic-based drugs was abandoned with the discovery of antibiotics in the 1940s, but a few remained in use such as those for the treatment of trypanosomiasis. In the 1970s, arsenic trioxide, the active ingredient in a traditional Chinese medicine, was shown to produce dramatic remission of acute promyelocytic leukemia similar to the effect of all-trans retinoic acid. Since then, there has been a renewed interest in the clinical use of arsenicals. Here the ancient and modern medicinal uses of inorganic and organic arsenicals are reviewed. Included are antimicrobial, antiviral, antiparasitic and anticancer applications. In the face of increasing antibiotic resistance and the emergence of deadly pathogens such as the severe acute respiratory syndrome coronavirus 2, we propose revisiting arsenicals with proven efficacy to combat emerging pathogens. Current advances in science and technology can be employed to design newer arsenical drugs with high therapeutic index. These novel arsenicals can be used in combination with existing drugs or serve as valuable alternatives in the fight against cancer and emerging pathogens. The discovery of the pentavalent arsenic-containing antibiotic arsinothricin, which is effective against multidrug-resistant pathogens, illustrates the future potential of this new class of organoarsenical antibiotics.
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Affiliation(s)
- Ngozi P Paul
- Department of Cellular Biology and Pharmacology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, 33199, USA
| | - Adriana E Galván
- Department of Cellular Biology and Pharmacology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, 33199, USA
| | - Kunie Yoshinaga-Sakurai
- Department of Cellular Biology and Pharmacology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, 33199, USA
| | - Barry P Rosen
- Department of Cellular Biology and Pharmacology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, 33199, USA.
| | - Masafumi Yoshinaga
- Department of Cellular Biology and Pharmacology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, 33199, USA
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2
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Taguchi YH, Turki T. Adapted tensor decomposition and PCA based unsupervised feature extraction select more biologically reasonable differentially expressed genes than conventional methods. Sci Rep 2022; 12:17438. [PMID: 36261574 PMCID: PMC9580456 DOI: 10.1038/s41598-022-21474-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 09/27/2022] [Indexed: 01/12/2023] Open
Abstract
Tensor decomposition- and principal component analysis-based unsupervised feature extraction were proposed almost 5 and 10 years ago, respectively; although these methods have been successfully applied to a wide range of genome analyses, including drug repositioning, biomarker identification, and disease-causing genes' identification, some fundamental problems have been identified: the number of genes identified was too small to assume that there were no false negatives, and the histogram of P values derived was not fully coincident with the null hypothesis that principal component and singular value vectors follow the Gaussian distribution. Optimizing the standard deviation such that the histogram of P values is as much as possible coincident with the null hypothesis results in an increase in the number and biological reliability of the selected genes. Our contribution was that we improved these methods so as to be able to select biologically more reasonable differentially expressed genes than the state of art methods that must empirically assume negative binomial distributions and dispersion relation, which is required for the selecting more expressed genes than less expressed ones, which can be achieved by the proposed methods that do not have to assume these.
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Affiliation(s)
- Y-H Taguchi
- Department of Physics, Chuo University, 1-13-27 Kasuga, Bunkyo-ku, Tokyo, 112-8551, Japan.
| | - Turki Turki
- Department of Computer Science, King Abdulaziz University, Jeddah, 21589, Saudi Arabia
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3
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Figueiredo DLA, Ximenez JPB, Seiva FRF, Panis C, Bezerra RDS, Ferrasa A, Cecchini AL, de Medeiros AI, Almeida AMF, Ramão A, Boldt ABW, Moya CF, Chin CM, de Paula D, Rech D, Gradia DF, Malheiros D, Venturini D, Tavares ER, Carraro E, Ribeiro EMDSF, Pereira EM, Tuon FF, Follador FAC, Fernandes GSA, Volpato H, Cólus IMDS, de Oliveira JC, Rodrigues JHDS, dos Santos JL, Visentainer JEL, Brandi JC, Serpeloni JM, Bonini JS, de Oliveira KB, Fiorentin K, Lucio LC, Faccin-Galhardi LC, Ferreto LED, Lioni LMY, Consolaro MEL, Vicari MR, Arbex MA, Pileggi M, Watanabe MAE, Costa MAR, Giannini MJSM, Amarante MK, Khalil NM, de Lima QA, Herai RH, Guembarovski RL, Shinsato RN, Mainardes RM, Giuliatti S, Yamada-Ogatta SF, Gerber VKDQ, Pavanelli WR, da Silva WC, Petzl-Erler ML, Valente V, Soares CP, Cavalli LR, Silva WA. COVID-19: The question of genetic diversity and therapeutic intervention approaches. Genet Mol Biol 2022; 44:e20200452. [PMID: 35421211 PMCID: PMC9075701 DOI: 10.1590/1678-4685-gmb-2020-0452] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 12/24/2021] [Indexed: 12/15/2022] Open
Abstract
Coronavirus disease 2019 (COVID-19), caused by the Severe Acute Respiratory Syndrome Coronavirus type 2 (SARS-CoV-2), is the largest pandemic in modern history with very high infection rates and considerable mortality. The disease, which emerged in China's Wuhan province, had its first reported case on December 29, 2019, and spread rapidly worldwide. On March 11, 2020, the World Health Organization (WHO) declared the COVID-19 outbreak a pandemic and global health emergency. Since the outbreak, efforts to develop COVID-19 vaccines, engineer new drugs, and evaluate existing ones for drug repurposing have been intensively undertaken to find ways to control this pandemic. COVID-19 therapeutic strategies aim to impair molecular pathways involved in the virus entrance and replication or interfere in the patients' overreaction and immunopathology. Moreover, nanotechnology could be an approach to boost the activity of new drugs. Several COVID-19 vaccine candidates have received emergency-use or full authorization in one or more countries, and others are being developed and tested. This review assesses the different strategies currently proposed to control COVID-19 and the issues or limitations imposed on some approaches by the human and viral genetic variability.
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Affiliation(s)
- David Livingstone Alves Figueiredo
- Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Departamento de Medicina, Guarapuava, PR, Brazil
- Instituto para Pesquisa do Câncer (IPEC), Guarapuava, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - João Paulo Bianchi Ximenez
- Universidade de São Paulo, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Departamento de Análises Clínicas, Toxicologia e Ciência de Alimentos, Ribeirão Preto, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Fábio Rodrigues Ferreira Seiva
- Universidade Estadual do Norte do Paraná (UENP), Centro de Ciências Biológicas, Bandeirantes, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Carolina Panis
- Universidade Estadual do Oeste do Paraná, Francisco Beltrão, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Rafael dos Santos Bezerra
- Universidade de São Paulo, Faculdade de Medicina de Ribeirão Preto, Hemocentro Regional de Ribeirão Preto, Ribeirão Preto, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Adriano Ferrasa
- Universidade Estadual de Ponta Grossa, Ponta Grossa, Programa de Pós Graduação em Computação Aplicada, Ponta Grossa, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Alessandra Lourenço Cecchini
- Universidade Estadual de Londrina, Departamento de Patologia Geral, Londrina, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Alexandra Ivo de Medeiros
- Universidade Federal do Paraná, Programa de Pós-Graduação em Genética, Departamento de Genética, Curitiba, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Ana Marisa Fusco Almeida
- Universidade Federal do Paraná, Programa de Pós-Graduação em Genética, Departamento de Genética, Curitiba, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Anelisa Ramão
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
- Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Departamento de Ciências Biológicas, Guarapuava, PR, Brazil
| | - Angelica Beate Winter Boldt
- Universidade Federal do Paraná, Programa de Pós-Graduação em Genética, Departamento de Genética, Curitiba, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Carla Fredrichsen Moya
- Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Departamento de Medicina Veterinária, Guarapuava, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Chung Man Chin
- Universidade Estadual Paulista (UNESP), Faculdade de Ciências Farmacêuticas, Departamento de Fármacos e Medicamentos, Araraquara, SP, Brazil
- União das Faculdades dos Grandes Lagos (UNILAGO), Centro de Pesquisa Avançada em Medicina, São José do Rio Preto, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Daniel de Paula
- Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Departamento de Farmácia, Guarapuava, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Daniel Rech
- Universidade Estadual do Oeste do Paraná (UNIOESTE), Hospital do Câncer Francisco Beltrão, Laboratório de Biologia de Tumores, Francisco Beltrão, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Daniela Fiori Gradia
- Universidade Federal do Paraná, Programa de Pós-Graduação em Genética, Departamento de Genética, Curitiba, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Danielle Malheiros
- Universidade Federal do Paraná, Programa de Pós-Graduação em Genética, Departamento de Genética, Curitiba, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Danielle Venturini
- Universidade Estadual de Londrina, Centro de Ciências da Saúde, Departamento de patologia, clínica e toxicologia, Laboratório de bioquímica clínica, Londrina, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Eliandro Reis Tavares
- Universidade Estadual de Londrina, Departamento de Microbiologia, Centro de Ciências Biológicas, Londrina, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Emerson Carraro
- Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Laboratório de Virologia Clínica, Guarapuava, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Enilze Maria de Souza Fonseca Ribeiro
- Universidade Federal do Paraná, Programa de Pós-Graduação em Genética, Departamento de Genética, Curitiba, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Evani Marques Pereira
- Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Departamento de Enfermagem, Guarapuava, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Felipe Francisco Tuon
- Universidade Católica do Paraná, Laboratório de Doenças Infecciosas Emergentes, Pontifícia Curitiba, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Franciele Aní Caovilla Follador
- Universidade Estadual do Oeste do Paraná, Departamento de Ciências da Vida, Programa de Pós-Graduação em Ciências Aplicadas à Saúde, Francisco Beltrão, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Glaura Scantamburlo Alves Fernandes
- Universidade Estadual de Londrina, Departamento de Biologia Geral, Londrina, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Hélito Volpato
- Universidade Estadual do Paraná (UNESPAR), Faculdade de Ciências Biológicas, Centro de Ciências Humanas e Educação, Paranavaí, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Ilce Mara de Syllos Cólus
- Universidade Estadual de Londrina, Departamento de Biologia Geral, Londrina, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Jaqueline Carvalho de Oliveira
- Universidade Federal do Paraná, Programa de Pós-Graduação em Genética, Departamento de Genética, Curitiba, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Jean Henrique da Silva Rodrigues
- Universidade do Estado de São Paulo (UNESP), Faculdade de Ciências Farmacêuticas, Departamento de Fármacos e Medicamentos, Araraquara, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Jean Leandro dos Santos
- Universidade Estadual Paulista (UNESP), Faculdade de Ciências Farmacêuticas, Departamento de Fármacos e Medicamentos, Araraquara, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Jeane Eliete Laguila Visentainer
- Universidade Estadual de Maringá, Laboratório de Imunogenética, Maringá, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Juliana Cristina Brandi
- Universidade Estadual Paulista (UNESP), Faculdade de Ciências Farmacêuticas, Departamento de Análises Clínicas, Araraquara, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Juliana Mara Serpeloni
- Universidade Estadual de Londrina, Departamento de Biologia Geral, Londrina, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Juliana Sartori Bonini
- Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Laboratório de Neuropsicofarmacologia, Guarapuava, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Karen Brajão de Oliveira
- Universidade Estadual de Londrina, Departamento de Ciências Patológicas, Centro de Ciências Biológicas, Laboratório de Genética Molecular e Imunologia, Londrina, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Karine Fiorentin
- Faculdades Pequeno Príncipe, Instituto de Pesquisa Pelé Pequeno Príncipe, Curitiba, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Léia Carolina Lucio
- Universidade Estadual do Oeste do Paraná, Programa de Pós-Graduação em Ciências Aplicadas à Saúde, Centro de Ciências da Saúde, Francisco Beltrão, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Ligia Carla Faccin-Galhardi
- Universidade Estadual de Londrina, Departamento de Microbiologia, Centro de Ciências Biológicas, Londrina, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Lirane Elize Defante Ferreto
- Universidade Estadual do Oeste do Paraná, Programa de Pós-Graduação em Ciências Aplicadas à Saúde, Centro de Ciências da Saúde, Francisco Beltrão, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Lucy Megumi Yamauchi Lioni
- Universidade Estadual do Norte do Paraná (UENP), Centro de Ciências Biológicas, Bandeirantes, PR, Brazil
- Universidade Estadual de Londrina, Departamento de Microbiologia, Centro de Ciências Biológicas, Londrina, PR, Brazil
| | - Marcia Edilaine Lopes Consolaro
- Universidade Estadual de Maringá, Departamento de Análises Clínicas e Biomedicina, Maringá, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Marcelo Ricardo Vicari
- Universidade Estadual de Ponta Grossa, Departamento de Biologia e Genética Estrutural e Molecular, Ponta Grossa, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Marcos Abdo Arbex
- Universidade de Araraquara, Faculdade de Medicina, Área temática de Pneumologia, Araraquara, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Marcos Pileggi
- Universidade Estadual de Ponta Grossa, Departamento de Biologia e Genética Estrutural e Molecular, Ponta Grossa, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Maria Angelica Ehara Watanabe
- Universidade Estadual de Londrina, Departamento de Ciências Patológicas, Centro de Ciências Biológicas, Laboratório de Imunologia, Londrina, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Maria Antônia Ramos Costa
- Universidade do Estado do Paraná, Colegiada de Enfermagem, Curitiba, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Maria José S. Mendes Giannini
- Universidade Estadual Paulista (UNESP), Faculdade de Ciências Farmacêuticas, Departamento de Análises Clínicas, Araraquara, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Marla Karine Amarante
- Universidade Estadual de Londrina, Departamento de Ciências Patológicas, Centro de Ciências Biológicas, Laboratório de Imunologia, Londrina, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Najeh Maissar Khalil
- Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Departamento de Farmácia, Guarapuava, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Quirino Alves de Lima
- Universidade Estadual de Maringá, Laboratório de Imunogenética, Maringá, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Roberto H. Herai
- Universidade Católica do Paraná (PUCPR), Faculdade de Medicina, Programa de Pós-Graduação em Ciências da Saúde, Laboratório Experimental Multiusuário, Curitiba, PR, Brazil
- Universitário Católico Salesiano Auxilium (UNISALESIANO), Faculdade de Medicina, Centro Araçatuba, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Roberta Losi Guembarovski
- Universidade Estadual de Londrina, Departamento de Biologia Geral, Londrina, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Rogério N. Shinsato
- Universidade Católica do Paraná (PUCPR), Faculdade de Medicina, Programa de Pós-Graduação em Ciências da Saúde, Laboratório Experimental Multiusuário, Curitiba, PR, Brazil
- Universitário Católico Salesiano Auxilium (UNISALESIANO), Faculdade de Medicina, Centro Araçatuba, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Rubiana Mara Mainardes
- Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Departamento de Farmácia, Guarapuava, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Silvana Giuliatti
- Universidade de São Paulo, Faculdade de Medicina de Ribeirão Preto, Hemocentro Regional de Ribeirão Preto, Ribeirão Preto, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Sueli Fumie Yamada-Ogatta
- Universidade Estadual de Londrina, Departamento de Microbiologia, Centro de Ciências Biológicas, Londrina, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Viviane Knuppel de Quadros Gerber
- Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Departamento de Enfermagem, Guarapuava, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Wander Rogério Pavanelli
- Universidade Estadual de Londrina, Laboratório de Imunoparasitologia de Doenças Negligenciadas e Câncer, Londrina, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Weber Claudio da Silva
- Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Departamento de Farmácia, Guarapuava, PR, Brazil
- Universidade Estadual do Centro-Oeste do Paraná (UNICENTRO), Laboratório de Neuropsicofarmacologia, Guarapuava, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Maria Luiza Petzl-Erler
- Universidade Federal do Paraná, Programa de Pós-Graduação em Genética, Departamento de Genética, Curitiba, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Valeria Valente
- Universidade Estadual Paulista (UNESP), Faculdade de Ciências Farmacêuticas, Departamento de Análises Clínicas, Araraquara, SP, Brazil
- Faculdade de Medicina de Ribeirão Preto, Centro de Terapia Celular (CEPID/FAPESP), Ribeirão Preto, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Christiane Pienna Soares
- Universidade Estadual Paulista (UNESP), Faculdade de Ciências Farmacêuticas, Departamento de Análises Clínicas, Araraquara, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Luciane Regina Cavalli
- Faculdades Pequeno Príncipe, Instituto de Pesquisa Pelé Pequeno Príncipe, Curitiba, PR, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
| | - Wilson Araujo Silva
- Instituto para Pesquisa do Câncer (IPEC), Guarapuava, PR, Brazil
- Faculdade de Medicina de Ribeirão Preto, Centro de Terapia Celular (CEPID/FAPESP), Ribeirão Preto, SP, Brazil
- Instituto Nacional de Ciência e Tecnologia em Células-Tronco e Terapia Celular (INCT/CNPq), Ribeirão Preto, SP, Brazil
- Universidade de São Paulo, Faculdade de Medicina de Ribeirão Preto, Departamento de Genética, Ribeirão Preto, SP, Brazil
- Novos Arranjos de Pesquisa e Inovação - Genômica (NAPI-Genômica), Fundação Araucária, PR, Brazil
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4
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Khan S, Hussain A, Vahdani Y, Kooshki H, Mahmud Hussen B, Haghighat S, Fatih Rasul M, Jamal Hidayat H, Hasan A, Edis Z, Haj Bloukh S, Kasravi S, Mahdi Nejadi Babadaei M, Sharifi M, Bai Q, Liu J, Hu B, Akhtari K, Falahati M. Exploring the interaction of quercetin-3-O-sophoroside with SARS-CoV-2 main proteins by theoretical studies: A probable prelude to control some variants of coronavirus including Delta. ARAB J CHEM 2021; 14:103353. [PMID: 34909059 PMCID: PMC8317451 DOI: 10.1016/j.arabjc.2021.103353] [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: 03/30/2021] [Accepted: 07/21/2021] [Indexed: 01/18/2023] Open
Abstract
The aim of this study was to investigate the mechanism of interaction between quercetin-3-O-sophoroside and different SARS-CoV-2's proteins which can bring some useful details about the control of different variants of coronavirus including the recent case, Delta. The chemical structure of the quercetin-3-O-sophoroside was first optimized. Docking studies were performed by CoV disease-2019 (COVID-19) Docking Server. Afterwards, the molecular dynamic study was done using High Throughput Molecular Dynamics (HTMD) tool. The results showed a remarkable stability of the quercetin-3-O-sophoroside based on the calculated parameters. Docking outcomes revealed that the highest affinity of quercetin-3-O-sophoroside was related to the RdRp with RNA. Molecular dynamic studies showed that the target E protein tends to be destabilized in the presence of quercetin-3-O-sophoroside. Based on these results, quercetin-3-O-sophoroside can show promising inhibitory effects on the binding site of the different receptors and may be considered as effective inhibitor of the entry and proliferation of the SARS-CoV-2 and its different variants. Finally, it should be noted, although this paper does not directly deal with the exploring the interaction of main proteins of SARS-CoV-2 Delta variant with quercetin-3-O-sophoroside, at the time of writing, no direct theoretical investigation was reported on the interaction of ligands with the main proteins of Delta variant. Therefore, the present data may provide useful information for designing some theoretical studies in the future for studying the control of SARS-CoV-2 variants due to possible structural similarity between proteins of different variants.
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Affiliation(s)
- Suliman Khan
- Department of Respiratory and Critical Care Medicine, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Department of Medical Lab Technology, The University of Haripur, Haripur, Khyber Pakhtunkhwa, Pakistan
| | - Arif Hussain
- School of Life Sciences, Manipal Academy of Higher Education, Dubai, United Arab Emirates
| | - Yasaman Vahdani
- Department of Microbiology, Faculty of Pharmaceutical Science, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Hamideh Kooshki
- Department of Medical Nanotechnology, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Bashdar Mahmud Hussen
- Department of Pharmacognosy, College of Pharmacy, Hawler Medical University, Kurdistan Region, Erbil, Iraq
| | - Setareh Haghighat
- Department of Microbiology, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Mohammed Fatih Rasul
- Department of Medical Analysis, Faculty of Science, Tishk International University-Erbil, Kurdistan Region, Iraq
| | - Hazha Jamal Hidayat
- Department of Biology, College of Education, Salahaddin University-Erbil, Erbil, Iraq
| | - Anwarul Hasan
- Department of Mechanical and Industrial Engineering, College of Engineering, Qatar University, Doha 2713, Qatar
- Biomedical Research Center, Qatar University, Doha 2713, Qatar
| | - Zehra Edis
- Department of Pharmaceutical Sciences, College of Pharmacy and Health Sciences, Ajman University, Ajman, United Arab Emirates
- Center of Medical and Bio-allied Health Sciences Research, Ajman University, PO Box 346, Ajman, United Arab Emirates
| | - Samir Haj Bloukh
- Center of Medical and Bio-allied Health Sciences Research, Ajman University, PO Box 346, Ajman, United Arab Emirates
- Department of Clinical Sciences, College of Pharmacy and Health Sciences, Ajman University, PO Box 346, Ajman, United Arab Emirates
| | - Shahab Kasravi
- Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Mohammad Mahdi Nejadi Babadaei
- Department of Molecular Genetics, Faculty of Biological Science, North Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Majid Sharifi
- Department of Medical Nanotechnology, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Qian Bai
- Department of Anesthesiology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jianbo Liu
- Department of Respiratory and Critical Care Medicine, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Bowen Hu
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Keivan Akhtari
- Department of Physics, University of Kurdistan, Sanandaj, Iran
| | - Mojtaba Falahati
- Department of Medical Nanotechnology, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
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5
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Chen F, Shi Q, Pei F, Vogt A, Porritt RA, Garcia G, Gomez AC, Cheng MH, Schurdak ME, Liu B, Chan SY, Arumugaswami V, Stern AM, Taylor DL, Arditi M, Bahar I. A systems-level study reveals host-targeted repurposable drugs against SARS-CoV-2 infection. Mol Syst Biol 2021; 17:e10239. [PMID: 34339582 PMCID: PMC8328275 DOI: 10.15252/msb.202110239] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 06/10/2021] [Accepted: 06/11/2021] [Indexed: 12/22/2022] Open
Abstract
Understanding the mechanism of SARS-CoV-2 infection and identifying potential therapeutics are global imperatives. Using a quantitative systems pharmacology approach, we identified a set of repurposable and investigational drugs as potential therapeutics against COVID-19. These were deduced from the gene expression signature of SARS-CoV-2-infected A549 cells screened against Connectivity Map and prioritized by network proximity analysis with respect to disease modules in the viral-host interactome. We also identified immuno-modulating compounds aiming at suppressing hyperinflammatory responses in severe COVID-19 patients, based on the transcriptome of ACE2-overexpressing A549 cells. Experiments with Vero-E6 cells infected by SARS-CoV-2, as well as independent syncytia formation assays for probing ACE2/SARS-CoV-2 spike protein-mediated cell fusion using HEK293T and Calu-3 cells, showed that several predicted compounds had inhibitory activities. Among them, salmeterol, rottlerin, and mTOR inhibitors exhibited antiviral activities in Vero-E6 cells; imipramine, linsitinib, hexylresorcinol, ezetimibe, and brompheniramine impaired viral entry. These novel findings provide new paths for broadening the repertoire of compounds pursued as therapeutics against COVID-19.
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Affiliation(s)
- Fangyuan Chen
- Department of Computational and Systems BiologySchool of MedicineUniversity of PittsburghPittsburghPAUSA
- School of MedicineTsinghua UniversityBeijingChina
| | - Qingya Shi
- Department of Computational and Systems BiologySchool of MedicineUniversity of PittsburghPittsburghPAUSA
- School of MedicineTsinghua UniversityBeijingChina
| | - Fen Pei
- Department of Computational and Systems BiologySchool of MedicineUniversity of PittsburghPittsburghPAUSA
- University of Pittsburgh Drug Discovery InstitutePittsburghPAUSA
| | - Andreas Vogt
- Department of Computational and Systems BiologySchool of MedicineUniversity of PittsburghPittsburghPAUSA
- University of Pittsburgh Drug Discovery InstitutePittsburghPAUSA
| | - Rebecca A Porritt
- Department of PediatricsDivision of Pediatric Infectious Diseases and ImmunologyCedars‐Sinai Medical CenterLos AngelesCAUSA
- Biomedical Sciences, Infectious and Immunologic Diseases Research CenterCedars‐Sinai Medical CenterLos AngelesCAUSA
| | - Gustavo Garcia
- Department of Molecular and Medical PharmacologyDavid Geffen School of MedicineUniversity of CaliforniaLos AngelesCAUSA
- Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell ResearchUniversity of CaliforniaLos AngelesCAUSA
| | - Angela C Gomez
- Department of PediatricsDivision of Pediatric Infectious Diseases and ImmunologyCedars‐Sinai Medical CenterLos AngelesCAUSA
| | - Mary Hongying Cheng
- Department of Computational and Systems BiologySchool of MedicineUniversity of PittsburghPittsburghPAUSA
| | - Mark E Schurdak
- Department of Computational and Systems BiologySchool of MedicineUniversity of PittsburghPittsburghPAUSA
- University of Pittsburgh Drug Discovery InstitutePittsburghPAUSA
| | - Bing Liu
- Department of Computational and Systems BiologySchool of MedicineUniversity of PittsburghPittsburghPAUSA
| | - Stephen Y Chan
- Pittsburgh Heart, Lung, Blood, and Vascular Medicine InstituteUniversity of Pittsburgh Medical CenterPittsburghPAUSA
- Division of CardiologyDepartment of MedicineUniversity of Pittsburgh Medical CenterPittsburghPAUSA
| | - Vaithilingaraja Arumugaswami
- Department of Molecular and Medical PharmacologyDavid Geffen School of MedicineUniversity of CaliforniaLos AngelesCAUSA
- Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell ResearchUniversity of CaliforniaLos AngelesCAUSA
| | - Andrew M Stern
- Department of Computational and Systems BiologySchool of MedicineUniversity of PittsburghPittsburghPAUSA
- University of Pittsburgh Drug Discovery InstitutePittsburghPAUSA
| | - D Lansing Taylor
- Department of Computational and Systems BiologySchool of MedicineUniversity of PittsburghPittsburghPAUSA
- University of Pittsburgh Drug Discovery InstitutePittsburghPAUSA
| | - Moshe Arditi
- Department of PediatricsDivision of Pediatric Infectious Diseases and ImmunologyCedars‐Sinai Medical CenterLos AngelesCAUSA
- Biomedical Sciences, Infectious and Immunologic Diseases Research CenterCedars‐Sinai Medical CenterLos AngelesCAUSA
| | - Ivet Bahar
- Department of Computational and Systems BiologySchool of MedicineUniversity of PittsburghPittsburghPAUSA
- University of Pittsburgh Drug Discovery InstitutePittsburghPAUSA
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6
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Molavi Z, Razi S, Mirmotalebisohi SA, Adibi A, Sameni M, Karami F, Niazi V, Niknam Z, Aliashrafi M, Taheri M, Ghafouri-Fard S, Jeibouei S, Mahdian S, Zali H, Ranjbar MM, Yazdani M. Identification of FDA approved drugs against SARS-CoV-2 RNA dependent RNA polymerase (RdRp) and 3-chymotrypsin-like protease (3CLpro), drug repurposing approach. Biomed Pharmacother 2021; 138:111544. [PMID: 34311539 PMCID: PMC8011644 DOI: 10.1016/j.biopha.2021.111544] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 03/04/2021] [Accepted: 03/23/2021] [Indexed: 01/08/2023] Open
Abstract
The RNA-dependent RNA polymerase (RdRp) and 3C-like protease (3CLpro) from SARS-CoV-2 play crucial roles in the viral life cycle and are considered the most promising targets for drug discovery against SARS-CoV-2. In this study, FDA-approved drugs were screened to identify the probable anti-RdRp and 3CLpro inhibitors by molecular docking approach. The number of ligands selected from the PubChem database of NCBI for screening was 1760. Ligands were energy minimized using Open Babel. The RdRp and 3CLpro protein sequences were retrieved from the NCBI database. For Homology Modeling predictions, we used the Swiss model server. Their structure was then energetically minimized using SPDB viewer software and visualized in the CHIMERA UCSF software. Molecular dockings were performed using AutoDock Vina, and candidate drugs were selected based on binding affinity (∆G). Hydrogen bonding and hydrophobic interactions between ligands and proteins were visualized using Ligplot and the Discovery Studio Visualizer v3.0 software. Our results showed 58 drugs against RdRp, which had binding energy of - 8.5 or less, and 69 drugs to inhibit the 3CLpro enzyme with a binding energy of - 8.1 or less. Six drugs based on binding energy and number of hydrogen bonds were chosen for the next step of molecular dynamics (MD) simulations to investigate drug-protein interactions (including Nilotinib, Imatinib and dihydroergotamine for 3clpro and Lapatinib, Dexasone and Relategravir for RdRp). Except for Lapatinib, other drugs-complexes were stable during MD simulation. Raltegravir, an anti-HIV drug, was observed to be the best compound against RdRp based on docking binding energy (-9.5 kcal/mole) and MD results. According to the MD results and binding energy, dihydroergotamine is a suitable candidate for 3clpro inhibition (-9.6 kcal/mol). These drugs were classified into several categories, including antiviral, antibacterial, anti-inflammatory, anti-allergic, cardiovascular, anticoagulant, BPH and impotence, antipsychotic, antimigraine, anticancer, and so on. The common prescription-indications for some of these medication categories appeared somewhat in line with manifestations of COVID-19. We hope that they can be beneficial for patients with certain specific symptoms of SARS-CoV-2 infection, but they can also probably inhibit viral enzymes. We recommend further experimental evaluations in vitro and in vivo on these FDA-approved drugs to assess their potential antiviral effect on SARS-CoV-2.
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Affiliation(s)
- Zahra Molavi
- Proteomics Research Center, Shahid Beheshti University of Medical Science, Tehran, Iran
| | - Sara Razi
- Proteomics Research Center, Shahid Beheshti University of Medical Science, Tehran, Iran; Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Seyed Amir Mirmotalebisohi
- Student Research Committee, Department of Biotechnology, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Cellular and Molecular Biology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Amirjafar Adibi
- Departments of Orthopedics, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Marzieh Sameni
- Student Research Committee, Department of Biotechnology, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Cellular and Molecular Biology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Farshid Karami
- Department of Tissue Engineering and Applied Cell Sciences, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Vahid Niazi
- Department of Tissue Engineering and Applied Cell Sciences, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Zahra Niknam
- Proteomics Research Center, Shahid Beheshti University of Medical Science, Tehran, Iran
| | | | - Mohammad Taheri
- Urology and Nephrology Research Cenetr, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Soudeh Ghafouri-Fard
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Shabnam Jeibouei
- Cellular and Molecular Biology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Department of Tissue Engineering and Applied Cell Sciences, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Soodeh Mahdian
- Department of Cellular and Molecular Biology, Faculty of Biological Sciences, North Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Hakimeh Zali
- Proteomics Research Center, Shahid Beheshti University of Medical Science, Tehran, Iran; Department of Tissue Engineering and Applied Cell Sciences, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Mohammad Mehdi Ranjbar
- Razi Vaccine and Serum Research Institute, Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran.
| | - Mohsen Yazdani
- Institute of Biochemistry and Biophysics, Tehran University, Tehran, Iran.
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7
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Agrawal N, Goyal A. Potential Candidates against COVID-19 Targeting RNA-Dependent RNA Polymerase: A Comprehensive Review. Curr Pharm Biotechnol 2021; 23:396-419. [PMID: 33882805 DOI: 10.2174/1389201022666210421102513] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 02/26/2021] [Accepted: 03/11/2021] [Indexed: 11/22/2022]
Abstract
Due to the extremely contagious nature of SARS-COV-2, it presents a significant threat to humans worldwide. A plethora of studies are going on all over the world to discover the drug to fight SARS-COV-2. One of the most promising targets is RNA-dependent RNA polymerase (RdRp), responsible for viral RNA replication in host cells. Since RdRp is a viral enzyme with no host cell homologs, it allows the development of selective SARS-COV-2 RdRp inhibitors. A variety of studies used in silico approaches for virtual screening, molecular docking, and repurposing of already existing drugs and phytochemicals against SARS-COV-2 RdRp. This review focuses on collating compounds possessing the potential to inhibit SARS-COV-2 RdRp based on in silico studies to give medicinal chemists food for thought so that the existing drugs can be repurposed for the control and treatment of ongoing COVID-19 pandemic after performing in vitro and in vivo experiments.
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Affiliation(s)
- Neetu Agrawal
- Institute of Pharmaceutical Research, GLA University, Mathura-281406 (U.P.), India
| | - Ahsas Goyal
- Institute of Pharmaceutical Research, GLA University, Mathura-281406 (U.P.), India
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8
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Krumm ZA, Lloyd GM, Francis CP, Nasif LH, Mitchell DA, Golde TE, Giasson BI, Xia Y. Precision therapeutic targets for COVID-19. Virol J 2021; 18:66. [PMID: 33781287 PMCID: PMC8006140 DOI: 10.1186/s12985-021-01526-y] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 03/04/2021] [Indexed: 01/18/2023] Open
Abstract
Beginning in late 2019, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) emerged as a novel pathogen that causes coronavirus disease 2019 (COVID-19). SARS-CoV-2 has infected more than 111 million people worldwide and caused over 2.47 million deaths. Individuals infected with SARS-CoV-2 show symptoms of fever, cough, dyspnea, and fatigue with severe cases that can develop into pneumonia, myocarditis, acute respiratory distress syndrome, hypercoagulability, and even multi-organ failure. Current clinical management consists largely of supportive care as commonly administered treatments, including convalescent plasma, remdesivir, and high-dose glucocorticoids. These have demonstrated modest benefits in a small subset of hospitalized patients, with only dexamethasone showing demonstrable efficacy in reducing mortality and length of hospitalization. At this time, no SARS-CoV-2-specific antiviral drugs are available, although several vaccines have been approved for use in recent months. In this review, we will evaluate the efficacy of preclinical and clinical drugs that precisely target three different, essential steps of the SARS-CoV-2 replication cycle: the spike protein during entry, main protease (MPro) during proteolytic activation, and RNA-dependent RNA polymerase (RdRp) during transcription. We will assess the advantages and limitations of drugs that precisely target evolutionarily well-conserved domains, which are less likely to mutate, and therefore less likely to escape the effects of these drugs. We propose that a multi-drug cocktail targeting precise proteins, critical to the viral replication cycle, such as spike protein, MPro, and RdRp, will be the most effective strategy of inhibiting SARS-CoV-2 replication and limiting its spread in the general population.
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Affiliation(s)
- Zachary A Krumm
- Department of Neuroscience, College of Medicine, University of Florida, 1275 Center Drive, Gainesville, FL, 32610, USA
- Center for Translational Research in Neurodegenerative Disease, College of Medicine, University of Florida, Gainesville, FL, 32610, USA
| | - Grace M Lloyd
- Department of Neuroscience, College of Medicine, University of Florida, 1275 Center Drive, Gainesville, FL, 32610, USA
- Center for Translational Research in Neurodegenerative Disease, College of Medicine, University of Florida, Gainesville, FL, 32610, USA
| | - Connor P Francis
- College of Medicine, McKnight Brain Institute, University of Florida, Gainesville, FL, 32610, USA
- Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, FL, 32610, USA
- UF Clinical and Translational Science Institute, University of Florida, Gainesville, FL, 32610, USA
| | - Lith H Nasif
- Department of Neuroscience, College of Medicine, University of Florida, 1275 Center Drive, Gainesville, FL, 32610, USA
- Center for Translational Research in Neurodegenerative Disease, College of Medicine, University of Florida, Gainesville, FL, 32610, USA
| | - Duane A Mitchell
- College of Medicine, McKnight Brain Institute, University of Florida, Gainesville, FL, 32610, USA
- Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, FL, 32610, USA
- UF Clinical and Translational Science Institute, University of Florida, Gainesville, FL, 32610, USA
| | - Todd E Golde
- Department of Neuroscience, College of Medicine, University of Florida, 1275 Center Drive, Gainesville, FL, 32610, USA
- Center for Translational Research in Neurodegenerative Disease, College of Medicine, University of Florida, Gainesville, FL, 32610, USA
- College of Medicine, McKnight Brain Institute, University of Florida, Gainesville, FL, 32610, USA
| | - Benoit I Giasson
- Department of Neuroscience, College of Medicine, University of Florida, 1275 Center Drive, Gainesville, FL, 32610, USA.
- Center for Translational Research in Neurodegenerative Disease, College of Medicine, University of Florida, Gainesville, FL, 32610, USA.
- College of Medicine, McKnight Brain Institute, University of Florida, Gainesville, FL, 32610, USA.
| | - Yuxing Xia
- Department of Neuroscience, College of Medicine, University of Florida, 1275 Center Drive, Gainesville, FL, 32610, USA.
- Center for Translational Research in Neurodegenerative Disease, College of Medicine, University of Florida, Gainesville, FL, 32610, USA.
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9
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Nagendran M, John J, Annamalai K, Gandhi Sethuraman MI, Balamurugan N, Rajendran HK, Deen Fakrudeen MA, Chandrasekar R, Ranjan S, Padmanaban VC. Can human overcome viral hijack-? Comprehensive review on COVID-19 in the view of diagnosis and mitigation across countries. J Drug Deliv Sci Technol 2021; 61:102120. [PMID: 33014150 PMCID: PMC7521359 DOI: 10.1016/j.jddst.2020.102120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 09/18/2020] [Accepted: 09/21/2020] [Indexed: 11/17/2022]
Abstract
The novel COVID-19, a pandemic disease, is showing an alarming spread and severity throughout the world. Globally, the community transmission of this disease is affecting people in large clusters and so it is necessary to mitigate and control them in order to minimise the social and economic consequences. This review emphasize on the origin of the coronoviral epidemics, discussion on the structural and functional basis of SARS-CoV-2, epidemiology, pathognomonic symptoms, fatality, available rapid diagnostic methods and proposed possible treatment methods for the treatment of COVID-19. The diagnostic markers with respect to genetic material of the virus based on PCR, CRISPR & APTAMER and with respect to proteins based on Antigens were discussed which provides new arena for the development. In control of a pandemic situation the policy adoption and implementation by the governments plays a major role and the policy implementation in different countries are discussed which establishes the effectiveness of the policies framed by the governments. The effectiveness of ethnic traditional medicines of various countries such as India and China in Immunity enhancement, along with their utilisation is also discussed. This review provides an insights towards the COVID-19 which helps in continuous investigation on different dimensions which could help us to understand the mysteries behind the havoc created by this invisible creature.
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Affiliation(s)
- Maheswari Nagendran
- Centre for Research, Department of Biotechnology, Kamaraj College of Engineering & Technology, Madurai, Tamilnadu, India
| | - Juliana John
- Department of Civil Engineering, National Institute of Technology, Trichy, Tamilnadu, India
| | - Kavithakani Annamalai
- Centre for Research, Department of Biotechnology, Kamaraj College of Engineering & Technology, Madurai, Tamilnadu, India
| | | | - Nirkayani Balamurugan
- Centre for Research, Department of Biotechnology, Kamaraj College of Engineering & Technology, Madurai, Tamilnadu, India
| | - Harish Kumar Rajendran
- Centre for Research, Department of Biotechnology, Kamaraj College of Engineering & Technology, Madurai, Tamilnadu, India
| | - Mohammed Askkar Deen Fakrudeen
- Centre for Research, Department of Biotechnology, Kamaraj College of Engineering & Technology, Madurai, Tamilnadu, India
| | - Ragavan Chandrasekar
- Centre for Research, Department of Biotechnology, Kamaraj College of Engineering & Technology, Madurai, Tamilnadu, India
| | - Shivendu Ranjan
- Faculty of Engineering and the Built Environment, University of Johannesburg, Johannesburg, South Africa
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10
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Manna S, Chowdhury T, Chakraborty R, Mandal SM. Probiotics-Derived Peptides and Their Immunomodulatory Molecules Can Play a Preventive Role Against Viral Diseases Including COVID-19. Probiotics Antimicrob Proteins 2020; 13:611-623. [PMID: 33226581 PMCID: PMC7680993 DOI: 10.1007/s12602-020-09727-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/01/2020] [Indexed: 12/22/2022]
Abstract
As of recent, the pandemic episode of COVID-19, a severe acute respiratory syndrome brought about by a novel coronavirus (SARS-CoV-2) expanding the pace of mortality, has affected the disease rate profoundly. Invulnerability is the fundamental choice to prevent the ruining event of COVID-19, as the drugs and antibodies are in the phase of preliminary clinical trials. Within this brief period, a few strains of SARS-CoV-2 have been recognized by the vaccine manufacturers, which could be an incorrect guess about the strain that will end up spreading. Since the circulating SARS-CoV-2 strains continue to mutate, immunizations, if at all works, might be for a restricted time. We have not put sufficient time in research to understand the immune responses that correlate with protection as this could help refine vaccines. Here, we have summed up the adequacy of the immunomodulatory component of probiotics for the prevention against viral infections. Furthermore, an in silico data have been provided in support of the "probiotics-derived lipopeptides" role in inactivating spike (S) glycoprotein of SARS-CoV-2 and its host receptor molecule, ACE2. Among well characterized lipopeptides derived from different probiotic strains, subtilisin (Bacillus amyloliquefaciens), curvacin A (Lactobacillus curvatus), sakacin P (Lactobacillus sakei), lactococcin Gb (Lactococcus lactis) was utilized in this study to demonstrate a higher binding proclivity to S-protein of SARS-CoV-2 and human ACE2. The outcome revealed noteworthy capabilities of the lipopeptides, due to their amphiphilic nature, to bind spike protein and receptor molecule, which may act to competitively inhibit the mandatory interaction of SARS-CoV-2 with the host epithelial cell expressing ACE2 for its entry into the cell for reproduction. In the current situation, probiotic treatment alongside chemotherapy may assist in bringing about substantial improvement of the health of COVID-19 patients. At the same time, probiotics may aid towards building up the immune defenses in people to evade COVID-19.
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Affiliation(s)
- Sounik Manna
- Department of Microbiology, Midnapore College (Autonomous), Paschim Medinipur, India
| | - Trinath Chowdhury
- Central Research Facility, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India
| | | | - Santi M Mandal
- Central Research Facility, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India.
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Barh D, Tiwari S, Weener ME, Azevedo V, Góes-Neto A, Gromiha MM, Ghosh P. Multi-omics-based identification of SARS-CoV-2 infection biology and candidate drugs against COVID-19. Comput Biol Med 2020; 126:104051. [PMID: 33131530 PMCID: PMC7547373 DOI: 10.1016/j.compbiomed.2020.104051] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 10/05/2020] [Accepted: 10/05/2020] [Indexed: 12/24/2022]
Abstract
SARS-CoV-2 has ushered a global pandemic with no effective drug being available at present. Although several FDA-approved drugs are currently under clinical trials for drug repositioning, there is an on-going global effort for new drug identification. In this paper, using multi-omics (interactome, proteome, transcriptome, and bibliome) data and subsequent integrated analysis, we present the biological events associated with SARS-CoV-2 infection and identify several candidate drugs against this viral disease. We found that: (i) Interactome-based infection pathways differ from the other three omics-based profiles. (ii) Viral process, mRNA splicing, cytokine and interferon signaling, and ubiquitin mediated proteolysis are important pathways in SARS-CoV-2 infection. (iii) SARS-CoV-2 infection also shares pathways with Influenza A, Epstein-Barr virus, HTLV-I, Measles, and Hepatitis virus. (iv) Further, bacterial, parasitic, and protozoan infection pathways such as Tuberculosis, Malaria, and Leishmaniasis are also shared by this virus. (v) A total of 50 candidate drugs, including the prophylaxis agents and pathway specific inhibitors are identified against COVID-19. (vi) Betamethasone, Estrogen, Simvastatin, Hydrocortisone, Tositumomab, Cyclosporin A etc. are among the important drugs. (vii) Ozone, Nitric oxide, plasma components, and photosensitizer drugs are also identified as possible therapeutic candidates. (viii) Curcumin, Retinoic acids, Vitamin D, Arsenic, Copper, and Zinc may be the candidate prophylaxis agents. Nearly 70% of our identified agents are previously suggested to have anti-COVID-19 effects or under clinical trials. Among our identified drugs, the ones that are not yet tested, need validation with caution while an appropriate drug combination from these candidate drugs along with a SARS-CoV-2 specific antiviral agent is needed for effective COVID-19 management.
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Affiliation(s)
- Debmalya Barh
- Institute of Integrative Omics and Applied Biotechnology (IIOAB), Nonakuri, Purba Medinipur, WB, India.
| | - Sandeep Tiwari
- Laboratório de Genética Celular e Molecular, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Marianna E Weener
- Clinical Research Center, Oftalmic, CRO, 119334, Bardina Str.22/4, Moscow, Russia
| | - Vasco Azevedo
- Laboratório de Genética Celular e Molecular, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Aristóteles Góes-Neto
- Laboratório de Biologia Molecular e Computacional de Fungos, Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Minas Gerais, Brazil
| | - M Michael Gromiha
- Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras (IIT-M), Chennai, 600036, India
| | - Preetam Ghosh
- Department of Computer Science, Virginia Commonwealth University, Richmond, VA, 23284, USA
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Skalny AV, Lima TRR, Ke T, Zhou JC, Bornhorst J, Alekseenko SI, Aaseth J, Anesti O, Sarigiannis DA, Tsatsakis A, Aschner M, Tinkov AA. Toxic metal exposure as a possible risk factor for COVID-19 and other respiratory infectious diseases. Food Chem Toxicol 2020; 146:111809. [PMID: 33069759 PMCID: PMC7563920 DOI: 10.1016/j.fct.2020.111809] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 09/25/2020] [Accepted: 10/01/2020] [Indexed: 01/08/2023]
Abstract
Multiple medical, lifestyle, and environmental conditions, including smoking and particulate pollution, have been considered as risk factors for COronaVIrus Disease 2019 (COVID-19) susceptibility and severity. Taking into account the high level of toxic metals in both particulate matter (PM2.5) and tobacco smoke, the objective of this review is to discuss recent data on the role of heavy metal exposure in development of respiratory dysfunction, immunotoxicity, and severity of viral diseases in epidemiological and experimental studies, as to demonstrate the potential crossroads between heavy metal exposure and COVID-19 severity risk. The existing data demonstrate that As, Cd, Hg, and Pb exposure is associated with respiratory dysfunction and respiratory diseases (COPD, bronchitis). These observations corroborate laboratory findings on the role of heavy metal exposure in impaired mucociliary clearance, reduced barrier function, airway inflammation, oxidative stress, and apoptosis. The association between heavy metal exposure and severity of viral diseases, including influenza and respiratory syncytial virus has been also demonstrated. The latter may be considered a consequence of adverse effects of metal exposure on adaptive immunity. Therefore, reduction of toxic metal exposure may be considered as a potential tool for reducing susceptibility and severity of viral diseases affecting the respiratory system, including COVID-19.
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Affiliation(s)
- Anatoly V Skalny
- IM Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia; Federal Research Centre of Biological Systems and Agro-technologies of the Russian Academy of Sciences, Orenburg, Russia.
| | - Thania Rios Rossi Lima
- São Paulo State University - UNESP, Center for Evaluation of Environmental Impact on Human Health (TOXICAM), Botucatu, SP, Brazil; Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Tao Ke
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Ji-Chang Zhou
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, Guangdong Province, China
| | - Julia Bornhorst
- Food Chemistry, Faculty of Mathematics and Natural Sciences, University of Wuppertal, Wuppertal, Germany
| | - Svetlana I Alekseenko
- I.I. Mechnikov North-Western State Medical University, St. Petersburg, Russia; K.A. Rauhfus Children's City Multidisciplinary Clinical Center for High Medical Technologies, St. Petersburg, Russia
| | - Jan Aaseth
- IM Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia; Research Department, Innlandet Hospital Trust, Brumunddal, Norway
| | - Ourania Anesti
- Laboratory of Toxicology, Medical School, University of Crete, Voutes, Heraklion, Crete, Greece; HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thermi, Greece
| | - Dimosthenis A Sarigiannis
- HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thermi, Greece; University School of Advanced Studies IUSS, Pavia, Italy
| | - Aristides Tsatsakis
- IM Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia; Laboratory of Toxicology, Medical School, University of Crete, Voutes, Heraklion, Crete, Greece
| | - Michael Aschner
- IM Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia; Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY, USA
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