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AI in Drug Discovery - A Highly Opinionated Literature Review (Part III)

Practical Cheminformatics

Following up on Part I and Part II, the third post in this series is a collection of review articles published in 2023 that I found helpful.

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Optibrium acquires BioPharmics

Drug Discovery World

BioPharmics’ CEO, Dr Ajay Jain, and Director of Applied Science, Dr Ann Cleves, will join the Optibrium team, respectively focusing on R&D and Application Science in the newly-created BioPharmics Division. AI drug discovery company Optibrium has acquired 3D drug design specialist BioPharmics.

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Sygnature Discovery and Daewoong Pharma announce research collaboration

Sygnature Discovery

Sygnature Discovery is pleased to have entered into a research collaboration agreement with the global healthcare group Daewoong Pharmaceutical to accelerate the discovery of a novel small molecule to target autoimmune disease.

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Target-directed cancer: protein-ligand interactions  

Drug Target Review

The mission of the CCDD is to discover novel small-molecule therapeutics for the treatment of cancer and progress them to hypothesis testing phase 1 clinical trials. For example, in the screening stage of a project we are trying to find initial starting points for optimisation by our medicinal and computational chemistry colleagues.

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Unlocking AI’s potential in drug discovery: A roadmap to scalable solutions

Drug Discovery World

The transformative power of AI While Foundation Models (FMs), including Large Language Models (LLMs) and image-based models, may not exhibit true intelligence, their potential to revolutionise fields like drug discovery and materials science is undeniable. Small Language Models (SLMs) are gaining traction, particularly in the life sciences.

Drugs 162
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Women in Stem with Dr Rachel Lagiakos

Drug Target Review

Working at the intersection of medicinal and computational chemistry as an early adopter of integrating in silico tools into the discovery process, I’ve seen first hand the technological advances that have been made over the past five-plus years. She is an active voice for diversity and inclusion in the Sciences.

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Lead Pharma enters into a Research Collaboration and License Agreement with Roche to Develop Oral Small Molecules for Immune Mediated Diseases

The Pharma Data

R&D collaboration building on Lead Pharma’s expertise in the discovery, design and optimization of small molecule treatments. Our rigorous target selection process, translational screening cascade, and smart medicinal chemistry have been essential to bring this project to this stage.