Merck, Protillion Launch AI Drug Discovery Collaboration with Up-to-$510M in Milestone Payments

Merck & Co. will partner with Protillion Biosciences to discover multiple new therapy candidates through a collaboration that could generate up to $510 million in milestone payments for the artificial intelligence-based drug design company whose “lab-in-the-loop” approach combines AI with a continuous feedback loop of experimental wet-lab data.

The collaboration, launched through a multi-target discovery collaboration and license agreement, is designed to combine Merck’s global expertise in discovering novel therapeutics with Protillion’s Prot-MaP™ on-chip antibody discovery platform.

Prot-MaP, short for Protein Display on a Massively Parallel Array, is designed to facilitate AI-based optimization of therapeutic antibodies through the quantitative analysis of protein libraries with unprecedented speed, scale, and precision, characterizing millions of variants per run and avoiding the common pitfalls of model overfitting.

The result, according to Protillion, is the identification of optimized biologics with sophisticated therapeutic profiles such as pH-dependent sweeping…
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