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March 18, 2025

These 10 Biotech Companies are Changing How We Discover New Drugs and Treat Complex Diseases

DarwinHealth, a startup spun out of Dr. Andrea Califano's lab, was included in Fast Company's list of the 10 most innovative biotech companies of 2025. DarwinHealth uses its VIPER algorithm to take experimentally measurable data from a patient’s tumor, such as gene expression profiles, and make predictions about which existing drugs are most likely to be effective against the “Tumor CheckPoint” proteins driving their particular type of cancer.