A New Paradigm for Safety Data Signal Detection and Evaluation Using Open-Source Software Created by an...

Area of Science:

• Biostatistics
• Pharmacovigilance
• Data Visualization

Background:

• Evaluating large safety datasets requires evolving techniques.
• Advances in neuroscience and programming tools are driving innovation.
• Existing methods for safety data analysis need enhancement.

Purpose of the Study:

• To develop next-generation, open-source visual analytical tools for safety data.
• To leverage a multidisciplinary approach for rapid tool development.
• To create a novel interactive version of the Evaluation of Drug-Induced Serious Hepatotoxicity (eDISH) graphic.

Main Methods:

• Assembled a multidisciplinary team of experts.
• Developed an open-source visual analytical tool.
• Integrated a novel interactive eDISH graphic.
• Created a unique clinical workflow for data analysis.

Main Results:

• Successfully developed an interactive eDISH graphic.
• Established a clinical workflow to guide safety data review.
• The developed tool serves as a model for future safety analysis tools.
• Initiated an expansion of the open-source platform.

Conclusions:

• The multidisciplinary approach facilitated rapid development of innovative safety analysis tools.
• The interactive eDISH graphic and workflow represent a significant advancement in safety data evaluation.
• The open-source platform is poised for expansion into a comprehensive suite of safety analysis tools.