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OncoMX: A Knowledgebase for Exploring Cancer Biomarkers in the Context of Related Cancer and Healthy Data
PURPOSE: The purpose of OncoMX(1) knowledgebase development was to integrate cancer biomarker and relevant data types into a meta-portal, enabling the research of cancer biomarkers side by side with other pertinent multidimensional data types. METHODS: Cancer mutation, cancer differential expression...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Society of Clinical Oncology
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7101249/ https://www.ncbi.nlm.nih.gov/pubmed/32142370 http://dx.doi.org/10.1200/CCI.19.00117 |
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author | Dingerdissen, Hayley M. Bastian, Frederic Vijay-Shanker, K. Robinson-Rechavi, Marc Bell, Amanda Gogate, Nikhita Gupta, Samir Holmes, Evan Kahsay, Robel Keeney, Jonathon Kincaid, Heather King, Charles Hadley Liu, David Crichton, Daniel J. Mazumder, Raja |
author_facet | Dingerdissen, Hayley M. Bastian, Frederic Vijay-Shanker, K. Robinson-Rechavi, Marc Bell, Amanda Gogate, Nikhita Gupta, Samir Holmes, Evan Kahsay, Robel Keeney, Jonathon Kincaid, Heather King, Charles Hadley Liu, David Crichton, Daniel J. Mazumder, Raja |
author_sort | Dingerdissen, Hayley M. |
collection | PubMed |
description | PURPOSE: The purpose of OncoMX(1) knowledgebase development was to integrate cancer biomarker and relevant data types into a meta-portal, enabling the research of cancer biomarkers side by side with other pertinent multidimensional data types. METHODS: Cancer mutation, cancer differential expression, cancer expression specificity, healthy gene expression from human and mouse, literature mining for cancer mutation and cancer expression, and biomarker data were integrated, unified by relevant biomedical ontologies, and subjected to rule-based automated quality control before ingestion into the database. RESULTS: OncoMX provides integrated data encompassing more than 1,000 unique biomarker entries (939 from the Early Detection Research Network [EDRN] and 96 from the US Food and Drug Administration) mapped to 20,576 genes that have either mutation or differential expression in cancer. Sentences reporting mutation or differential expression in cancer were extracted from more than 40,000 publications, and healthy gene expression data with samples mapped to organs are available for both human genes and their mouse orthologs. CONCLUSION: OncoMX has prioritized user feedback as a means of guiding development priorities. By mapping to and integrating data from several cancer genomics resources, it is hoped that OncoMX will foster a dynamic engagement between bioinformaticians and cancer biomarker researchers. This engagement should culminate in a community resource that substantially improves the ability and efficiency of exploring cancer biomarker data and related multidimensional data. |
format | Online Article Text |
id | pubmed-7101249 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Society of Clinical Oncology |
record_format | MEDLINE/PubMed |
spelling | pubmed-71012492021-03-06 OncoMX: A Knowledgebase for Exploring Cancer Biomarkers in the Context of Related Cancer and Healthy Data Dingerdissen, Hayley M. Bastian, Frederic Vijay-Shanker, K. Robinson-Rechavi, Marc Bell, Amanda Gogate, Nikhita Gupta, Samir Holmes, Evan Kahsay, Robel Keeney, Jonathon Kincaid, Heather King, Charles Hadley Liu, David Crichton, Daniel J. Mazumder, Raja JCO Clin Cancer Inform ORIGINAL REPORTS PURPOSE: The purpose of OncoMX(1) knowledgebase development was to integrate cancer biomarker and relevant data types into a meta-portal, enabling the research of cancer biomarkers side by side with other pertinent multidimensional data types. METHODS: Cancer mutation, cancer differential expression, cancer expression specificity, healthy gene expression from human and mouse, literature mining for cancer mutation and cancer expression, and biomarker data were integrated, unified by relevant biomedical ontologies, and subjected to rule-based automated quality control before ingestion into the database. RESULTS: OncoMX provides integrated data encompassing more than 1,000 unique biomarker entries (939 from the Early Detection Research Network [EDRN] and 96 from the US Food and Drug Administration) mapped to 20,576 genes that have either mutation or differential expression in cancer. Sentences reporting mutation or differential expression in cancer were extracted from more than 40,000 publications, and healthy gene expression data with samples mapped to organs are available for both human genes and their mouse orthologs. CONCLUSION: OncoMX has prioritized user feedback as a means of guiding development priorities. By mapping to and integrating data from several cancer genomics resources, it is hoped that OncoMX will foster a dynamic engagement between bioinformaticians and cancer biomarker researchers. This engagement should culminate in a community resource that substantially improves the ability and efficiency of exploring cancer biomarker data and related multidimensional data. American Society of Clinical Oncology 2020-03-06 /pmc/articles/PMC7101249/ /pubmed/32142370 http://dx.doi.org/10.1200/CCI.19.00117 Text en © 2020 by American Society of Clinical Oncology https://creativecommons.org/licenses/by/4.0/ Licensed under the Creative Commons Attribution 4.0 License: https://creativecommons.org/licenses/by/4.0/ |
spellingShingle | ORIGINAL REPORTS Dingerdissen, Hayley M. Bastian, Frederic Vijay-Shanker, K. Robinson-Rechavi, Marc Bell, Amanda Gogate, Nikhita Gupta, Samir Holmes, Evan Kahsay, Robel Keeney, Jonathon Kincaid, Heather King, Charles Hadley Liu, David Crichton, Daniel J. Mazumder, Raja OncoMX: A Knowledgebase for Exploring Cancer Biomarkers in the Context of Related Cancer and Healthy Data |
title | OncoMX: A Knowledgebase for Exploring Cancer Biomarkers in the Context of Related Cancer and Healthy Data |
title_full | OncoMX: A Knowledgebase for Exploring Cancer Biomarkers in the Context of Related Cancer and Healthy Data |
title_fullStr | OncoMX: A Knowledgebase for Exploring Cancer Biomarkers in the Context of Related Cancer and Healthy Data |
title_full_unstemmed | OncoMX: A Knowledgebase for Exploring Cancer Biomarkers in the Context of Related Cancer and Healthy Data |
title_short | OncoMX: A Knowledgebase for Exploring Cancer Biomarkers in the Context of Related Cancer and Healthy Data |
title_sort | oncomx: a knowledgebase for exploring cancer biomarkers in the context of related cancer and healthy data |
topic | ORIGINAL REPORTS |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7101249/ https://www.ncbi.nlm.nih.gov/pubmed/32142370 http://dx.doi.org/10.1200/CCI.19.00117 |
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