Open e-Infrastructure to Support Data Sharing, Knowledge Integration and in silico Analysis and Modelling in Predictive Toxicology and Risk Assessment

OpenRiskNet is a 3 year project with the main objective to develop an open e-Infrastructure providing resources and services to a variety of communities requiring risk assessment, including chemicals, cosmetic ingredients, therapeutic agents and nanomaterials. OpenRiskNet is working with a network of partners, organized within an Associated Partners Programme.

The e-Infrastructure

The main concept of the OpenRiskNet infrastructure are virtual research environments (VRE) integrating data, analysis, modelling and simulation services for all areas of risk assessment, which can be deployed to workstations as well as public and in-house cloud infrastructures.

Try it out

Feel free to test out one or multiple of the available services.

The Service Catalogue →

  • To get familiar with the OpenRiskNet concept, consult our case studies.
  • Try our workflows that can be directly applied or used as examples for further adaptations.

Tutorials and feedback

  • Webinars – Watch the recordings of the webinars introducing the infrastructure.
  • Help desk – Report issues, give feedback and browse our knowledge base.

You will need to login to access some of the services. Please check the login instructions, terms of use and privacy policy for details.

Resources for end-users

For scientists and members of academia, industry or regulatory agencies who would like to use the infrastructure for their predictive toxicology and risk assessment tasks.

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Resources for developers

For service developers, infrastructure providers or data managers who would like to integrate their databases and software tools into the OpenRiskNet infrastructure.

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OpenRiskNet Services

Integrated
A Venn-ABERS model built by CPSign for predicting molecules
Classification model that models Blood brain barrier penetration using the statistical approach Venn-ABERS

Provided by:
Uppsala University
Type:
Trained model, Model
Applicability domain:
Predictive toxicology
Topic:
Biokinetics
Biological area:
Blood brain barrier
For end-users
In progress
A database for curated toxicogenomic datasets
ToxicoDB isa web-application based on the code base of the existing PharmacoDB web-application. The ToxicoDB web-app will provide an intuitive interface for all users (including users that are not computational ...

Provided by:
University Health Network
Type:
Database / data source, Application, Visualisation tool, Software
Applicability domain:
Bioinformatics, Predictive toxicology
Topic:
Predictive modelling, Information extraction
Biological area:
Transcriptomics
For end-users
For developers
Integrated
Classification model based on Liver toxicology knowledge base (https://www.fda.gov/science-research/liver-toxicity-knowledge-base-ltkb/drug-induced-liver-injury-rank-dilirank-dataset) Modelling the classes "no DILI" or "less / most DILI"

Provided by:
Uppsala Universitet
Type:
Trained model
Topic:
Structure-activity relationship (SAR / QSAR)
For end-users
Integrated
Webservice to WEKA Machine Learning Algorithms
RESTful API Webservice to WEKA Machine Learning Algorithms. This webservice provides an OpenRiskNet compliant REST interface to machine learning algorithms from the WEKA Java Library. This application is developed by ...

Provided by:
Johannes Gutenberg University Mainz
Type:
Trained model, Model generation tool, Model, Service
Applicability domain:
Computational modelling, Predictive toxicology
Topic:
Predictive modelling
For developers
For end-users
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News & events

Implementation Challenge

The implementation challenge provided financial support to associated partners, which are working on integrating their services into OpenRiskNet.

The winners of the challenge are announced on the dedicated page.

Introduction and demo virtual meetings

A series of introduction and demo virtual meetings were organised by the consortium. The video recordings of these webinars and the presentation slides are available in the OpenRiskNet library. The complete list events are announced on the website.

Meet us

Meet us in person at one of these upcoming conferences and other events. Details on the past events and the resources generated are also available.

A final workshop was organised on 23-24 October 2019 (Amsterdam, The Netherlands). The details on the topics, program and materials are available on the event web page or in the workshop report.