Nextcast

Nextcast provides a modular framework for processing and analyzing toxicogenomics data to explore exposure mechanisms and identify candidate biomarkers for regulatory toxicology.

Key Features:

• Data Analysis and Modeling: Processes and analyzes toxicogenomics datasets to explore exposure mechanisms and identify candidate biomarkers.
• Pipeline Integration: Integrates multiple software packages into modular pipelines that can be customized to answer specific biological questions.
• Standardization Support: Implements standardization and reproducibility measures to strengthen toxicogenomics evidence for regulatory risk assessment.

Scientific Applications:

• Interpretation of Toxicogenomics Data: Interprets large toxicogenomics datasets across analysis stages from preprocessing to downstream analyses.
• Biomarker Identification and Mechanism Elucidation: Enables unbiased evaluation of compound toxicity and identification of candidate biomarkers to elucidate exposure mechanisms.
• Regulatory Assessment and Predictive Toxicology: Supports regulatory risk assessments and predictive toxicological studies through standardized, reproducible analyses.

Methodology:

Implements specialized software components to process and analyze toxicogenomics data, integrate multiple packages into modular pipelines, and perform analyses from preprocessing to downstream stages with emphasis on standardization and reproducibility.