The Challenge of Finding the Unknown

Vibha Jawa, PhD, chief scientific officer at EpiVax, explains why the need for animal studies varies by modality and what it takes for organ-on-chip and other human-relevant models to replace these studies in IND-enabling toxicology work.

Pauric Bannigan, Intrepid Labs, explains where AI speeds formulation decisions, why data is the bottleneck, and how active learning trains models with far less data.

Stephanie Johnson, Pfizer, explains how off-platform triggers, single-owner risk registers, and traceable prior knowledge keep protein formulation programs on track.

Stephanie Johnson, Pfizer, discusses how platform formulations moved 2 Pfizer protein programs to IND in 8 months by redistributing, not removing risk.

Shubhajit Paul, a senior research fellow in Boehringer Ingelheim’s Department of Material Analytical Sciences, spoke with PharmTech at AAPS PharmSci 360 to explain how tabletability prediction can be improved for roller-compacted formulations.

This week on PharmTech.com, experts discussed E&L suitability standards, rare disease treatment development, sourcing ingredient suppliers, the use of AI in quality control, and more.

BMS-Tempus, Roche-Zymeworks, and LGM-Sannova deals show what AI data, trispecifics, and nitrosamine testing mean for CMC, QA, and development teams.

FDA approves GSK's bepirovirsen for chronic hepatitis B after a 19% functional cure rate, raising oligonucleotide scale-up stakes for manufacturers.