Multimodality platform for predicting in-vivo toxicity across compounds, reducing the need for animal studies and accelerating the drug discovery process.
Disclaimer: Unless otherwise stated, all products are “Research Use Only”; not for use in diagnostic procedures.
Overcome the Limitations of Traditional Toxicity Testing
Testing hundreds of animals at increasing concentrations is cumbersome and resource-intensive
Results often fail to translate well to human studies, causing delays and wasted resources
Regulatory and ethical pressures emphasize the 3Rs: Reduce, Refine, and Replace animal use in research
PredTox offers accurate in-vivo toxicity predictions, accelerates development, and ensures ethical compliance by minimizing animal testing
Features
Multi-Modality Integration
Analyze multiple data sources, including SMILES, for comprehensive insights into potential toxicity.
Multi-Modality Multi-Label Toxicity Prediction
Align AutoML Performance to Your Goals
Customizable AutoML Framework
Tailor the prediction model to your specific needs and research goals.
Reliable Prediction
Accurate prediction of multiple organ toxicity endpoints backed by model explainability and outlier detection through statistical analysis.
Explain Toxicity Outcomes with Statistical Insight
AI-Powered Feature Extraction
Automated Feature Extraction
Novel feature descriptor auto extracts and refines features from the data, including user-defined and predefined features, eliminating the need for manual processing.
How PredTox
Benefits You
Efficient Screening Streamline development by prioritizing promising compounds and avoiding potential toxicity issues early on.
Model Customization Develop and train models tailored to your specific requirements while retaining full ownership of your pipeline IP.
Data-Driven Decisions Make informed decisions about drug development based on reliable predictions.
Independent Analysis Eliminate dependence on external data analysis expertise.
Adaptable Application: Achieve flexibility and extensibility across various compounds and organ toxicities.
Scalable Learning Future-proof scalability with federated learning support.
Secure Platform Desktop platform for data protection, no need to share molecule information outside the organization.
Animal-Free Testing Leverage machine learning algorithms to predict toxicities, reducing reliance on animals.
What are the benefits of using PredTox over traditional toxicity testing methods?
PredTox offers several advantages, including faster turnaround times, reduced animal testing, and more accurate predictions. It can help streamline your drug discovery process and accelerate time-to-market.
How does PredTox ensure the confidentiality and security of my data?
PredTox prioritizes data security and privacy. We do not store or retain your data. Your data is processed securely and confidentially adhering to industry-standard practices to ensure the protection of your intellectual property.
Can PredTox predict both acute and chronic toxicity?
Yes, PredTox can predict both acute and chronic toxicity endpoints for a wide range of compounds. Its algorithms can analyze data to identify potential short-term and long-term toxicity, adverse effects, and carcinogenicity.
What are the potential limitations of using PredTox?
While PredTox is a powerful tool, it is important to note that no predictive model is perfect. There may be limitations in its ability to accurately predict certain types of toxicity or for compounds with unique properties. It is always recommended to use PredTox in combination with other relevant data and expert judgment.
What are the ethical implications of using PredTox?
PredTox helps reduce the reliance on animal testing, aligning with ethical considerations and regulatory pressures. PredTox contributes to a more humane and sustainable drug discovery process by minimizing animal use.