The confluence of data science and molecular biology fuels expectations among biopharma industry leaders for another year of breakthrough innovation in human therapeutics. More than 70 executives and experts reveal what they are most excited about on the technology front.

Public Company Edition: Prometheus brought in $500m from a follow-on offering after reporting positive mid-stage results for its TL1A inhibitor. Even Novavax, struggling to make money from its COVID-19 vaccine, raised cash in dual offerings, but its valuation dropped significantly afterward.

Private Company Edition: Arbor is developing drugs based on proprietary gene editors, Acrivon is applying proteomics to precision cancer therapies, and bit.bio is producing differentiated cell products. Also, Marengo launches with $80m, Sanofi invests up to $60m in Gyroscope and Shasqi raises $50m.

Pharma moves Phase III-ready antibody to prevent pneumonia to Aridis, licenses preclinical STING inhibitors from F-star. Sanofi teams with SRI on AI-directed discovery, Biogen licenses BTK inhibitor from InnoCare.