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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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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. |
format | Online Article Text |
id | pubmed-10181838 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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