Creating a Structured AOP Knowledgebase via Ontology-Based Annotations.

Appl In Vitro Toxicol

Integrated Systems Toxicology Division, NHEERL, U.S. Environmental Protection Agency, RTP, NC, USA.

Published: December 2017

Introduction: The Adverse Outcome Pathway framework is increasingly used to integrate data generated based on traditional and emerging toxicity testing paradigms. As the number of AOP descriptions has increased, so has the need to define the AOP in computable terms.

Materials And Methods: Herein, we present a comprehensive annotation of 172 AOPs housed in the AOP-Wiki as of December 4, 2016 using terms from existing biological ontologies.

Results: AOP Key Events (KEs) were assigned ontology terms using a concept called the Event Component, which consists of a Process, an Object, and an Action term, with each term originating from ontologies and other controlled vocabularies. Annotation of KEs with ontology classes from fourteen ontologies and controlled vocabularies resulted in a total of 685 KEs being annotated with a total of 809 Event Components. A set of seven conventions resulted, defining the annotation of KEs via Event Components.

Discussion: This expanded annotation of AOPs allows computational reasoners to aid in both AOP development and applications. In addition, the incorporation of explicit biological objects will reduce the time required for converting a qualitative AOP description into a conceptual model that can support computational modeling. As high throughput genomics becomes a more important part of the high throughput toxicity testing landscape, the new approaches described here for annotating key events will also promote the visualization and analysis of genomics data in an AOP context.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6060416PMC
http://dx.doi.org/10.1089/aivt.2017.0017DOI Listing

Publication Analysis

Top Keywords

toxicity testing
8
key events
8
ontologies controlled
8
controlled vocabularies
8
annotation kes
8
high throughput
8
aop
7
creating structured
4
structured aop
4
aop knowledgebase
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!