It’s hard to know where to start in describing the biopharma applications of the 2024 Nobel Prize in Physics. It was awarded to John Hopfield and Geoffrey Hinton “for foundational discoveries and inventions that enable machine learning with artificial neural networks.”

David Baker, Demis Hassabis and John Jumper share the 2024 Nobel Prize in Chemistry for their contributions to the science of protein structure. David Baker was awarded half the prize “for computational protein design,” according to the Royal Swedish Academy of Sciences. Hassabis and Jumper shared the other half “for protein structure prediction.”

David Baker, director of the Institute for Protein Design at the University of Washington School of Medicine, is a pioneer in protein design. His contributions have been recognized with countless awards, and now, a place among the 2024 Clarivate Citation Laureates. Baker’s lab has developed several open-source software applications for nanotechnology and biomedicine. With these methods, scientists build new proteins that bind to drug targets and block them or activate cellular signals.

Researchers in the U.K. have succeeded in reverse engineering the defective cryptic splicing that drives amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD) to enable precisely targeted delivery of transgenes and therapeutic protein expression in diseased neurons. The technique is compatible with conventional adeno-associated viral vectors that are approved for gene therapy, and can readily be adapted for different transgenes. ALS, FTD and other neurogenerative diseases are underpinned by loss of function of the RNA-binding protein TDP-43 (transactive response DNA-binding protein 43), that normally functions as a key regulator of splicing, protecting the transcriptome from toxic cryptic exons.

An innovation that has kickstarted a revolution in the study and practice of health care is getting even more attention. Three scientists who pioneered the discovery and development of glucagon-like peptide-1 (GLP-1)-based obesity treatments have been named 2024 Lasker Award winners.

Axcelead Drug Discovery Partners (DDP) Inc. has entered into a strategic research and collaboration agreement with Eli Lilly & Co. for multiple drug discovery programs.

Nanovation Therapeutics Inc. has established a multiyear partnership with Novo Nordisk A/S to advance the development of novel genetic medicines targeting cardiometabolic and rare diseases. The partnership brings together Nanovation’s proprietary long-circulating lipid nanoparticle (lcLNP) technology for RNA delivery to cells outside of the liver, and Novo Nordisk’s expertise in cardiometabolic and rare disease R&D and clinical translation.

X-Chem Inc. has announced the achievement of a drug discovery milestone under its collaboration agreement with Astrazeneca plc.