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Summary
The Interactive Safety Graphics group is a taskforce within the broader American Statistical Association Biopharmaceutical Safety Working Group that is developing graphical tools for the drug safety community. The group is comprised of volunteers from the pharmaceutical industry, regulatory agencies and academia to develop creative and innovative interactive graphical tools following the open source paradigm. A variety of tools for AE and laboratory analyses have already been released as part of the Safety Explorer Suite and the Hepatic Explorer. The ISG group has continued to innovate and three new interactive visualization tools will be the subject of today’s webinar.
The interactive AE volcano plot allows users to view the overall distribution of AEs in a clinical trial using standard (e.g. MedDRA preferred term) or custom (e.g. Gender) categories using a volcano plot similar to proposal by Zink et al. (2013). This tool provides a stand-alone shiny application and flexible shiny modules allowing this tool to be used as a part of more robust safety monitoring framework like the Shiny app from the ‘safetyGraphics’ R package.
The Renal Explorer empowers clinical trial monitoring of patient kidney function efficiently by graphically displaying two different systems for classifying renal injury: KDIGO criteria and Delta Creatinine. Individual patients can be selected from aggregate displays to further drill down into patient profiles. These profiles display patient lab results over time, focusing on important kidney function and patient health markers like eGFR, serum creatinine, Cystatin C, and urine Albumin/Creatinine. The renal explorer tool can be used as a stand-alone shiny application and is slated to integrate with the safetyGraphics R package framework in 2024.
The {safetyProfile} package contains a shiny app that allows users to view subject-level profile reports for patients participating in clinical trials. The visualizations included in the package present a patient-centric summary of parameter changes over the trial period, including laboratory results, concomitant medications, adverse events along with participant demographics data. The {safetyProfile} can be used as a stand-alone shiny application and at the same time its flexible shiny modules allow the tool to be used as a part of the {safetyGraphics} R package (robust safety monitoring framework).
Agenda
| Time |
Topic / Speaker |
| 11:00 – 11:05 |
Opening Susan Mayo (Senior Mathematical Statistician, US FDA); Michelle Zhang (Vice President, AffaMed Therapeutics) |
| 11:05 – 11:15 |
Introduction James Buchanan (President, Covilance LLC) |
| 11:15 – 11:30 |
Interactive Adverse Event (AE) Volcano Plot for Monitoring Clinical Trial Safety Spencer Childress (Sr Manager of Biostatistics, Gilead Sciences) |
| 11:30 – 11:50 |
Renal Explorer: Interactive Graphic for Exploring Kidney Function Data in Clinical Trials Preston Burns (Principal Data Scientist, Sarepta Therapeutics); James Buchanan (President, Covilance LLC) |
| 11:50 – 12:10 |
Interactive Safety Profile Shiny Application for Monitoring Clinical Trial Safety Natalia Andriychuk (Statistical Data Scientist, Pfizer) |
| 12:10 – 12:25 |
Discussion Cynthia (Cindy) McShea (Senior Director, UCB Biosciences) |
| 12:25 – 12:30 |
Final Conclusion Susan Mayo; Michelle Zhang |