OncoMX: A Knowledgebase for Exploring Cancer Biomarkers in the Context of Related Cancer and Healthy Data

被引:30
作者
Dingerdissen, Hayley M. [1 ]
Bastian, Frederic [2 ,3 ]
Vijay-Shanker, K. [4 ]
Robinson-Rechavi, Marc [2 ,3 ]
Bell, Amanda [1 ]
Gogate, Nikhita [1 ]
Gupta, Samir [4 ]
Holmes, Evan [1 ]
Kahsay, Robel [1 ]
Keeney, Jonathon [1 ]
Kincaid, Heather [5 ]
King, Charles Hadley [1 ]
Liu, David [5 ]
Crichton, Daniel J. [5 ]
Mazumder, Raja [1 ]
机构
[1] George Washington Univ, 2300 I St NW,Room 541, Washington, DC 20037 USA
[2] SIB Swiss Inst Bioinformat, Lausanne, Switzerland
[3] Univ Lausanne, Dept Ecol & Evolut, Lausanne, Switzerland
[4] Univ Delaware, Newark, DE USA
[5] NASA, Jet Prop Lab, Pasadena, CA USA
来源
JCO CLINICAL CANCER INFORMATICS | 2020年 / 4卷
关键词
PLATFORM;
D O I
10.1200/CCI.19.00117
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
PURPOSE The purpose of OncoMX1 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. (c) 2020 by American Society of Clinical Oncology
引用
收藏
页码:210 / 220
页数:11
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