Predicting mammalian hosts in which novel coronaviruses can be generated
Homologous recombination between co-infecting coronaviruses can produce novel pathogens. Here, Wardeh et al. develop a machine learning approach to predict associations between mammals and multiple coronaviruses and hence estimate the potential for generation of novel coronaviruses by recombination.
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Nature Portfolio
2021
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oai:doaj.org-article:a14cf5e0d39746ee9e2876b995bd8bd52021-12-02T14:03:40ZPredicting mammalian hosts in which novel coronaviruses can be generated10.1038/s41467-021-21034-52041-1723https://doaj.org/article/a14cf5e0d39746ee9e2876b995bd8bd52021-02-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-21034-5https://doaj.org/toc/2041-1723Homologous recombination between co-infecting coronaviruses can produce novel pathogens. Here, Wardeh et al. develop a machine learning approach to predict associations between mammals and multiple coronaviruses and hence estimate the potential for generation of novel coronaviruses by recombination.Maya WardehMatthew BaylisMarcus S. C. BlagroveNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-12 (2021) |
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Science Q |
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Science Q Maya Wardeh Matthew Baylis Marcus S. C. Blagrove Predicting mammalian hosts in which novel coronaviruses can be generated |
description |
Homologous recombination between co-infecting coronaviruses can produce novel pathogens. Here, Wardeh et al. develop a machine learning approach to predict associations between mammals and multiple coronaviruses and hence estimate the potential for generation of novel coronaviruses by recombination. |
format |
article |
author |
Maya Wardeh Matthew Baylis Marcus S. C. Blagrove |
author_facet |
Maya Wardeh Matthew Baylis Marcus S. C. Blagrove |
author_sort |
Maya Wardeh |
title |
Predicting mammalian hosts in which novel coronaviruses can be generated |
title_short |
Predicting mammalian hosts in which novel coronaviruses can be generated |
title_full |
Predicting mammalian hosts in which novel coronaviruses can be generated |
title_fullStr |
Predicting mammalian hosts in which novel coronaviruses can be generated |
title_full_unstemmed |
Predicting mammalian hosts in which novel coronaviruses can be generated |
title_sort |
predicting mammalian hosts in which novel coronaviruses can be generated |
publisher |
Nature Portfolio |
publishDate |
2021 |
url |
https://doaj.org/article/a14cf5e0d39746ee9e2876b995bd8bd5 |
work_keys_str_mv |
AT mayawardeh predictingmammalianhostsinwhichnovelcoronavirusescanbegenerated AT matthewbaylis predictingmammalianhostsinwhichnovelcoronavirusescanbegenerated AT marcusscblagrove predictingmammalianhostsinwhichnovelcoronavirusescanbegenerated |
_version_ |
1718392098641674240 |