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Mpox Knowledge Graph: a comprehensive representation embedding chemical entities and associated biology of Mpox

SUMMARY: The outbreak of Mpox virus (MPXV) infection in May 2022 is declared a global health emergency by WHO. A total of 84 330 cases have been confirmed as of 5 January 2023 and the numbers are on the rise. The MPXV pathophysiology and its underlying mechanisms are unfortunately not yet understood...

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Autores principales: Karki, Reagon, Gadiya, Yojana, Zaliani, Andrea, Gribbon, Philip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181838/
https://www.ncbi.nlm.nih.gov/pubmed/37187795
http://dx.doi.org/10.1093/bioadv/vbad045
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author Karki, Reagon
Gadiya, Yojana
Zaliani, Andrea
Gribbon, Philip
author_facet Karki, Reagon
Gadiya, Yojana
Zaliani, Andrea
Gribbon, Philip
author_sort Karki, Reagon
collection PubMed
description SUMMARY: The outbreak of Mpox virus (MPXV) infection in May 2022 is declared a global health emergency by WHO. A total of 84 330 cases have been confirmed as of 5 January 2023 and the numbers are on the rise. The MPXV pathophysiology and its underlying mechanisms are unfortunately not yet understood. Likewise, the knowledge of biochemicals and drugs used against MPXV and their downstream effects is sparse. In this work, using Knowledge Graph (KG) representations we have depicted chemical and biological aspects of MPXV. To achieve this, we have collected and rationally assembled several biological study results, assays, drug candidates and pre-clinical evidence to form a dynamic and comprehensive network. The KG is compliant with FAIR annotations allowing seamless transformation and integration to/with other formats and infrastructures. AVAILABILITY AND IMPLEMENTATION: The programmatic scripts for Mpox KG are publicly available at https://github.com/Fraunhofer-ITMP/mpox-kg. It is hosted publicly at https://doi.org/10.18119/N9SG7D. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics Advances online.
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spelling pubmed-101818382023-05-13 Mpox Knowledge Graph: a comprehensive representation embedding chemical entities and associated biology of Mpox Karki, Reagon Gadiya, Yojana Zaliani, Andrea Gribbon, Philip Bioinform Adv Application Note SUMMARY: The outbreak of Mpox virus (MPXV) infection in May 2022 is declared a global health emergency by WHO. A total of 84 330 cases have been confirmed as of 5 January 2023 and the numbers are on the rise. The MPXV pathophysiology and its underlying mechanisms are unfortunately not yet understood. Likewise, the knowledge of biochemicals and drugs used against MPXV and their downstream effects is sparse. In this work, using Knowledge Graph (KG) representations we have depicted chemical and biological aspects of MPXV. To achieve this, we have collected and rationally assembled several biological study results, assays, drug candidates and pre-clinical evidence to form a dynamic and comprehensive network. The KG is compliant with FAIR annotations allowing seamless transformation and integration to/with other formats and infrastructures. AVAILABILITY AND IMPLEMENTATION: The programmatic scripts for Mpox KG are publicly available at https://github.com/Fraunhofer-ITMP/mpox-kg. It is hosted publicly at https://doi.org/10.18119/N9SG7D. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics Advances online. Oxford University Press 2023-04-03 /pmc/articles/PMC10181838/ /pubmed/37187795 http://dx.doi.org/10.1093/bioadv/vbad045 Text en © The Author(s) 2023. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Application Note
Karki, Reagon
Gadiya, Yojana
Zaliani, Andrea
Gribbon, Philip
Mpox Knowledge Graph: a comprehensive representation embedding chemical entities and associated biology of Mpox
title Mpox Knowledge Graph: a comprehensive representation embedding chemical entities and associated biology of Mpox
title_full Mpox Knowledge Graph: a comprehensive representation embedding chemical entities and associated biology of Mpox
title_fullStr Mpox Knowledge Graph: a comprehensive representation embedding chemical entities and associated biology of Mpox
title_full_unstemmed Mpox Knowledge Graph: a comprehensive representation embedding chemical entities and associated biology of Mpox
title_short Mpox Knowledge Graph: a comprehensive representation embedding chemical entities and associated biology of Mpox
title_sort mpox knowledge graph: a comprehensive representation embedding chemical entities and associated biology of mpox
topic Application Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181838/
https://www.ncbi.nlm.nih.gov/pubmed/37187795
http://dx.doi.org/10.1093/bioadv/vbad045
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