Vesalius Therapeutics is a Cambridge, Massachusetts biotech founded by Flagship Pioneering that aims to reconceptualize how common diseases are understood and treated. Its premise: illnesses that drive roughly 90% of human disease burden are not single conditions but constellations of genetically and biologically distinct diseases. Vesalius uses AI, human genetics and genomics, and patient-derived iPSC cell models to spot hidden clinical patterns, trace them to causal gene circuits, and discover novel drug targets for conditions like Parkinson's, heart failure, type 2 diabetes, and Alzheimer's.
Francisco Leport is the co-founder and CEO of Gordian Biotechnology, a South San Francisco-based company pioneering high-throughput in vivo drug discovery for age-related diseases. Trained as a physicist at Stanford, Leport pivoted from particle physics and energy tech into biotech, driven by a lifelong fascination with longevity sparked by his mother's fruit fly research. Gordian's signature 'mosaic screening' platform uses gene therapy vectors and single-cell RNA sequencing to test hundreds of therapies simultaneously in single animal models, with an AI system called Pythia scoring results against human disease signatures - achieving 80% accuracy in predicting clinical outcomes. The company raised a $60M Series A in April 2024, backed by Founders Fund, Gigafund, and The Longevity Fund, and in early 2026 announced a research collaboration with Pfizer to accelerate obesity drug discovery.
Peyton Greenside is the CEO and co-founder of BigHat Biosciences, a San Mateo-based biotech company she co-founded in 2019 with Mark DePristo. A pioneer of deep learning applied to life science, Greenside combined a PhD in Biomedical Informatics from Stanford, an MPhil from Cambridge, and a BA in Applied Math from Harvard into a singular mission: use machine learning and synthetic biology to design safer, more effective antibody therapeutics faster than anyone thought possible. BigHat's Milliner platform generates thousands of unique antibody designs per week, and the company has raised $174M in total funding with pharma partnerships spanning Amgen, Merck, AbbVie, Johnson & Johnson, and Eli Lilly.