Lonza's Synaffix Collaborates with BigHat Biosciences on the Development of a Machine Learning-Designed ADC

In This Article:

  • Commercial license to Synaffix technologies follows a series of successful initial preclinical proof of concept studies

  • Collaboration underscores Lonza's commitment to helping customers deliver innovative new therapies to patients by offering a comprehensive service offering for differentiated ADCs

  • BigHat's artificial intelligence (AI)/machine learning (ML)-powered antibody design platform, Milliner? was used to design a highly differentiated antibody that was paired with Synaffix's GlycoConnect?, HydraSpace? and toxSYN? ADC technologies to generate a next-gen ADC

AMSTERDAM and BASEL, Switzerland, Nov. 4, 2024 /PRNewswire/ -- Synaffix B.V. ("Synaffix"), a Lonza company (SWX: LONN) focused on commercializing its clinical-stage platform technology for the development of antibody-drug conjugates (ADCs) with best-in-class therapeutic index, today announced that it has licensed its ADC technology to BigHat Biosciences, Inc. ("BigHat"). BigHat will combine Synaffix technology with its world-class ML antibody design platform for the development of a new ADC pipeline program.

Under the terms of the agreement, BigHat will receive target-specific access to Synaffix's late-clinical stage, site-specific ADC technology platform, which enables the transformation of antibodies into proprietary, best-in-class ADC products. As a result of Lonza's acquisition of Synaffix in June 2023, BigHat will also gain access to Lonza's end-to-end ADC offering. This DNA-to-IND offering enables drug developers to seamlessly receive all necessary cGMP/non-cGMP ADC batches leading up to the first clinical trial under a single quality system encompassing all critical development and manufacturing activities, including the production of the antibody, bioconjugation, and drug product filling.

BigHat's AI/ML-powered antibody design platform, Milliner?, integrates a synthetic biology-based high-speed wet lab with state-of-the-art ML technologies into a full-stack antibody discovery and engineering platform, to engineer antibodies with more complex functions and better biophysical properties. This approach reduces the difficulty of designing antibodies and other therapeutic proteins to tackle conditions ranging from chronic illness to life-threatening disease, while also massively speeding up candidate discovery and validation.

The collaboration with Synaffix/Lonza is instrumental to advancing BigHat's next-gen ADC program, which is at IND-enabling stage and is on track to be BigHat's first clinical stage program. BigHat's next-gen ADC was optimized on BigHat's Milliner platform for maximum payload delivery to tumor cells and optimal drug-like-properties. The incorporation of Synaffix's GlycoConnect?, HydraSpace? and toxSYN? ADC technologies is intended to further improve the safety and efficacy of Big Hat's next-gen ADC.