Drug discovery FAQs: workflows for answering multidomain drug discovery questions

Area of Science:

• Computational chemistry
• Bioinformatics
• Drug discovery

Background:

• Data-driven drug discovery necessitates integrated resources for informed decision-making.
• The pharmaceutical industry faces high-priority questions regarding compound, target, pathway, and disease data integration.
• Existing resources often lack comprehensive integration for complex drug discovery queries.

Purpose of the Study:

• To introduce the Open PHACTS Discovery Platform as a solution for integrated drug discovery data.
• To demonstrate the utility of computational workflows for addressing key drug discovery questions.
• To provide accessible and reusable workflows for the scientific community.

Main Methods:

• Development of the Open PHACTS Discovery Platform, integrating diverse biological and chemical data.
• Creation of computational drug discovery workflows addressing frequently asked questions (FAQs).
• Utilizing workflow tools for data analysis and kết quả interpretation.

Main Results:

• The Open PHACTS platform effectively integrates data on compounds, targets, pathways, and diseases.
• Selected workflows successfully address high-priority drug discovery use cases.
• Workflows are published on myExperiment for community access and reuse.

Conclusions:

• Integrated data resources and computational workflows are crucial for modern drug discovery.
• The Open PHACTS platform and its associated workflows offer valuable tools for researchers.
• Continued development and community engagement are vital for advancing computational drug discovery.