machine-learning-drug-discovery
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Adam Friedman
He took the name from the brightest star in the Scorpius constellation. Now Adam Friedman is betting a Boston biotech, and up to $1.9 billion in deals, on drugging the targets everyone else called impossible.
Alterome Therapeutics, Inc
Alterome Therapeutics is a San Diego-based clinical-stage biopharmaceutical company building next-generation small molecule cancer drugs aimed at specific oncogenic mutations. Using its Kraken platform - a structure-guided, machine-learning approach to drug design - Alterome has advanced two precision oncology programs into the clinic: ALTA2618, an AKT1 E17K mutation-selective inhibitor, and ALTA3263, a KRAS-selective inhibitor covering roughly 90% of KRAS mutations including G12V and G12D.
Örn Almarsson
Örn Almarsson is the co-founder and CEO of Axelyf, an Icelandic-American biotech building next-generation lipid nanoparticles to deliver RNA medicines beyond the liver. Before Axelyf he ran the delivery sciences team at Moderna from 2013 to 2020, helping engineer the components behind the Spikevax COVID-19 vaccine, after earlier stints at Merck and Alkermes. A bioorganic chemist by training, he is the co-author of more than 70 publications and over 60 patents, and is now pairing a proprietary lipid library with a machine-learning model called ANNA to crack the hardest problem in RNA medicine: delivery.
Nurix Therapeutics
Nurix Therapeutics is a clinical-stage biopharmaceutical company in San Francisco pioneering targeted protein degradation - medicines that destroy disease-causing proteins rather than merely blocking them. Built on its DELigase discovery engine that harnesses the cell's ubiquitin-proteasome system and DNA-encoded library screening, Nurix is advancing a pipeline of degraders and degrader antibody conjugates for cancer and autoimmune disease, led by the BTK degrader bexobrutideg (NX-5948). The company is partnered with Roche, Sanofi, Gilead, and Pfizer (via Seagen) and trades on Nasdaq under NRIX.