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Recent trends on omics and bioinformatics approaches to study SARS-CoV-2: A bibliometric analysis and mini-review
BACKGROUND: The successful sequencing of SARS-CoV-2 cleared the way for the use of omics technologies and integrative biology research for combating the COVID-19 pandemic. Currently, many research groups have slowed down their respective projects to concentrate efforts in the study of the biology of...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7710474/ https://www.ncbi.nlm.nih.gov/pubmed/33310371 http://dx.doi.org/10.1016/j.compbiomed.2020.104162 |
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author | Murillo, Julieth Villegas, Lina María Ulloa-Murillo, Leidy Marcela Rodríguez, Alejandra Rocío |
author_facet | Murillo, Julieth Villegas, Lina María Ulloa-Murillo, Leidy Marcela Rodríguez, Alejandra Rocío |
author_sort | Murillo, Julieth |
collection | PubMed |
description | BACKGROUND: The successful sequencing of SARS-CoV-2 cleared the way for the use of omics technologies and integrative biology research for combating the COVID-19 pandemic. Currently, many research groups have slowed down their respective projects to concentrate efforts in the study of the biology of SARS-CoV-2. In this bibliometric analysis and mini-review, we aimed to describe how computational methods or omics approaches were used during the first months of the COVID-19 pandemic. METHODS: We analyzed bibliometric data from Scopus, BioRxiv, and MedRxiv (dated June 19th, 2020) using quantitative and knowledge mapping approaches. We complemented our analysis with a manual process of carefully reading the selected articles to identify either the omics or bioinformatic tools used and their purpose. RESULTS: From a total of 184 articles, we found that metagenomics and transcriptomics were the main sources of data to perform phylogenetic analysis aimed at corroborating zoonotic transmission, identifying the animal origin and taxonomic allocation of SARS-CoV-2. Protein sequence analysis, immunoinformatics and molecular docking were used to give insights about SARS-CoV-2 targets for drug and vaccine development. Most of the publications were from China and USA. However, China, Italy and India covered the top 10 most cited papers on this topic. CONCLUSION: We found an abundance of publications using omics and bioinformatics approaches to establish the taxonomy and animal origin of SARS-CoV-2. We encourage the growing community of researchers to explore other lesser-known aspects of COVID-19 such as virus-host interactions and host response. |
format | Online Article Text |
id | pubmed-7710474 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77104742020-12-03 Recent trends on omics and bioinformatics approaches to study SARS-CoV-2: A bibliometric analysis and mini-review Murillo, Julieth Villegas, Lina María Ulloa-Murillo, Leidy Marcela Rodríguez, Alejandra Rocío Comput Biol Med Article BACKGROUND: The successful sequencing of SARS-CoV-2 cleared the way for the use of omics technologies and integrative biology research for combating the COVID-19 pandemic. Currently, many research groups have slowed down their respective projects to concentrate efforts in the study of the biology of SARS-CoV-2. In this bibliometric analysis and mini-review, we aimed to describe how computational methods or omics approaches were used during the first months of the COVID-19 pandemic. METHODS: We analyzed bibliometric data from Scopus, BioRxiv, and MedRxiv (dated June 19th, 2020) using quantitative and knowledge mapping approaches. We complemented our analysis with a manual process of carefully reading the selected articles to identify either the omics or bioinformatic tools used and their purpose. RESULTS: From a total of 184 articles, we found that metagenomics and transcriptomics were the main sources of data to perform phylogenetic analysis aimed at corroborating zoonotic transmission, identifying the animal origin and taxonomic allocation of SARS-CoV-2. Protein sequence analysis, immunoinformatics and molecular docking were used to give insights about SARS-CoV-2 targets for drug and vaccine development. Most of the publications were from China and USA. However, China, Italy and India covered the top 10 most cited papers on this topic. CONCLUSION: We found an abundance of publications using omics and bioinformatics approaches to establish the taxonomy and animal origin of SARS-CoV-2. We encourage the growing community of researchers to explore other lesser-known aspects of COVID-19 such as virus-host interactions and host response. Elsevier Ltd. 2021-01 2020-12-03 /pmc/articles/PMC7710474/ /pubmed/33310371 http://dx.doi.org/10.1016/j.compbiomed.2020.104162 Text en © 2020 Elsevier Ltd. All rights reserved. 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 Murillo, Julieth Villegas, Lina María Ulloa-Murillo, Leidy Marcela Rodríguez, Alejandra Rocío Recent trends on omics and bioinformatics approaches to study SARS-CoV-2: A bibliometric analysis and mini-review |
title | Recent trends on omics and bioinformatics approaches to study SARS-CoV-2: A bibliometric analysis and mini-review |
title_full | Recent trends on omics and bioinformatics approaches to study SARS-CoV-2: A bibliometric analysis and mini-review |
title_fullStr | Recent trends on omics and bioinformatics approaches to study SARS-CoV-2: A bibliometric analysis and mini-review |
title_full_unstemmed | Recent trends on omics and bioinformatics approaches to study SARS-CoV-2: A bibliometric analysis and mini-review |
title_short | Recent trends on omics and bioinformatics approaches to study SARS-CoV-2: A bibliometric analysis and mini-review |
title_sort | recent trends on omics and bioinformatics approaches to study sars-cov-2: a bibliometric analysis and mini-review |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7710474/ https://www.ncbi.nlm.nih.gov/pubmed/33310371 http://dx.doi.org/10.1016/j.compbiomed.2020.104162 |
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