Cargando…

A contemporary review on the important role of in silico approaches for managing different aspects of COVID-19 crisis

In the last century, the emergence of in silico tools has improved the quality of healthcare studies by providing high quality predictions. In the case of COVID-19, these tools have been advantageous for bioinformatics analysis of SARS-CoV-2 structures, studying potential drugs and introducing drug...

Descripción completa

Detalles Bibliográficos
Autores principales: Moradi, Mohammad, Golmohammadi, Reza, Najafi, Ali, Moosazadeh Moghaddam, Mehrdad, Fasihi-Ramandi, Mahdi, Mirnejad, Reza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Authors. Published by Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8776350/
https://www.ncbi.nlm.nih.gov/pubmed/35079621
http://dx.doi.org/10.1016/j.imu.2022.100862
_version_ 1784636811550654464
author Moradi, Mohammad
Golmohammadi, Reza
Najafi, Ali
Moosazadeh Moghaddam, Mehrdad
Fasihi-Ramandi, Mahdi
Mirnejad, Reza
author_facet Moradi, Mohammad
Golmohammadi, Reza
Najafi, Ali
Moosazadeh Moghaddam, Mehrdad
Fasihi-Ramandi, Mahdi
Mirnejad, Reza
author_sort Moradi, Mohammad
collection PubMed
description In the last century, the emergence of in silico tools has improved the quality of healthcare studies by providing high quality predictions. In the case of COVID-19, these tools have been advantageous for bioinformatics analysis of SARS-CoV-2 structures, studying potential drugs and introducing drug targets, investigating the efficacy of potential natural product components at suppressing COVID-19 infection, designing peptide-mimetic and optimizing their structure to provide a better clinical outcome, and repurposing of the previously known therapeutics. These methods have also helped medical biotechnologists to design various vaccines; such as multi-epitope vaccines using reverse vaccinology and immunoinformatics methods, among which some of them have showed promising results through in vitro, in vivo and clinical trial studies. Moreover, emergence of artificial intelligence and machine learning algorithms have helped to classify the previously known data and use them to provide precise predictions and make plan for future of the pandemic condition. At this contemporary review, by collecting related information from the collected literature on valuable data sources; such as PubMed, Scopus, and Web of Science, we tried to provide a brief outlook regarding the importance of in silico tools in managing different aspects of COVID-19 pandemic infection and how these methods have been helpful to biomedical researchers.
format Online
Article
Text
id pubmed-8776350
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher The Authors. Published by Elsevier Ltd.
record_format MEDLINE/PubMed
spelling pubmed-87763502022-01-21 A contemporary review on the important role of in silico approaches for managing different aspects of COVID-19 crisis Moradi, Mohammad Golmohammadi, Reza Najafi, Ali Moosazadeh Moghaddam, Mehrdad Fasihi-Ramandi, Mahdi Mirnejad, Reza Inform Med Unlocked Article In the last century, the emergence of in silico tools has improved the quality of healthcare studies by providing high quality predictions. In the case of COVID-19, these tools have been advantageous for bioinformatics analysis of SARS-CoV-2 structures, studying potential drugs and introducing drug targets, investigating the efficacy of potential natural product components at suppressing COVID-19 infection, designing peptide-mimetic and optimizing their structure to provide a better clinical outcome, and repurposing of the previously known therapeutics. These methods have also helped medical biotechnologists to design various vaccines; such as multi-epitope vaccines using reverse vaccinology and immunoinformatics methods, among which some of them have showed promising results through in vitro, in vivo and clinical trial studies. Moreover, emergence of artificial intelligence and machine learning algorithms have helped to classify the previously known data and use them to provide precise predictions and make plan for future of the pandemic condition. At this contemporary review, by collecting related information from the collected literature on valuable data sources; such as PubMed, Scopus, and Web of Science, we tried to provide a brief outlook regarding the importance of in silico tools in managing different aspects of COVID-19 pandemic infection and how these methods have been helpful to biomedical researchers. The Authors. Published by Elsevier Ltd. 2022 2022-01-21 /pmc/articles/PMC8776350/ /pubmed/35079621 http://dx.doi.org/10.1016/j.imu.2022.100862 Text en © 2022 The Authors Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Moradi, Mohammad
Golmohammadi, Reza
Najafi, Ali
Moosazadeh Moghaddam, Mehrdad
Fasihi-Ramandi, Mahdi
Mirnejad, Reza
A contemporary review on the important role of in silico approaches for managing different aspects of COVID-19 crisis
title A contemporary review on the important role of in silico approaches for managing different aspects of COVID-19 crisis
title_full A contemporary review on the important role of in silico approaches for managing different aspects of COVID-19 crisis
title_fullStr A contemporary review on the important role of in silico approaches for managing different aspects of COVID-19 crisis
title_full_unstemmed A contemporary review on the important role of in silico approaches for managing different aspects of COVID-19 crisis
title_short A contemporary review on the important role of in silico approaches for managing different aspects of COVID-19 crisis
title_sort contemporary review on the important role of in silico approaches for managing different aspects of covid-19 crisis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8776350/
https://www.ncbi.nlm.nih.gov/pubmed/35079621
http://dx.doi.org/10.1016/j.imu.2022.100862
work_keys_str_mv AT moradimohammad acontemporaryreviewontheimportantroleofinsilicoapproachesformanagingdifferentaspectsofcovid19crisis
AT golmohammadireza acontemporaryreviewontheimportantroleofinsilicoapproachesformanagingdifferentaspectsofcovid19crisis
AT najafiali acontemporaryreviewontheimportantroleofinsilicoapproachesformanagingdifferentaspectsofcovid19crisis
AT moosazadehmoghaddammehrdad acontemporaryreviewontheimportantroleofinsilicoapproachesformanagingdifferentaspectsofcovid19crisis
AT fasihiramandimahdi acontemporaryreviewontheimportantroleofinsilicoapproachesformanagingdifferentaspectsofcovid19crisis
AT mirnejadreza acontemporaryreviewontheimportantroleofinsilicoapproachesformanagingdifferentaspectsofcovid19crisis
AT moradimohammad contemporaryreviewontheimportantroleofinsilicoapproachesformanagingdifferentaspectsofcovid19crisis
AT golmohammadireza contemporaryreviewontheimportantroleofinsilicoapproachesformanagingdifferentaspectsofcovid19crisis
AT najafiali contemporaryreviewontheimportantroleofinsilicoapproachesformanagingdifferentaspectsofcovid19crisis
AT moosazadehmoghaddammehrdad contemporaryreviewontheimportantroleofinsilicoapproachesformanagingdifferentaspectsofcovid19crisis
AT fasihiramandimahdi contemporaryreviewontheimportantroleofinsilicoapproachesformanagingdifferentaspectsofcovid19crisis
AT mirnejadreza contemporaryreviewontheimportantroleofinsilicoapproachesformanagingdifferentaspectsofcovid19crisis