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How AI will reshape pharma by 2025

Drug Target Review

Artificial intelligence (AI) has revolutionised many industries, yet its adoption in pharmaceutical drug development has been notably slower. For years, AI and machine learning (ML) were often dismissed as little more than advanced statistics with little practical value in drug development.

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Chimeric deubiquitinase engineering reveals structural basis for specific inhibition of the mitophagy regulator USP30

Covalent Modifiers

Nafizul Haque Kazi, Nikolas Klink, Kai Gallant, Gian-Marvin Kipka & Malte Gersch Nat Struct Mol Biol , 2025 [link] The mitochondrial deubiquitinase ubiquitin-specific protease (USP) 30 negatively regulates PINK1parkin-driven mitophagy.

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Site-Specific Molecular Glues for the 14-3-3/Tau pS214 ProteinProtein Interaction via Reversible Covalent Imine Tethering

Covalent Modifiers

DOI Ansgar Oberheide, Maxime van den Oetelaar, Jakob Scheele, Jan Borggrfe, Semmy Engelen, Michael Sattler, Christian Ottmann, Peter Cossar and Luc Brunsveld RSC Med Chem 2025 [link] Protein-protein interactions (PPIs) are key regulators of various cellular processes.

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Scientists apply optical pooled CRISPR screening to identify potential new Ebola drug targets

Broad Institute

By Leah Eisenstadt July 24, 2025 Credit: CDC/ Frederick A. However, finding those regulators of viral infection using existing methods has been difficult and is especially challenging for the most dangerous viruses like Ebola that require stringent high-containment biosafety protocols. The study appears in Nature Microbiology.

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The future of CNS drug development: signs of real progress

Drug Target Review

However, the advanced nature of the drugs being developed has brought new challenges. Current challenges in CNS drug development Drug development for the CNS is particularly challenging and researchers face several hurdles to producing effective and safe treatments, many of which are unique to the CNS.

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Therapeutic Oligos 2025 Keynote Speakers Announced

Elrig

Prof Rory Johnson, Associate Professor, University College Dublin, and Dr Shalini Andersson, Vice President Nucleic Acid Therapeutics, AstraZeneca will lead this years event focussed on drugging the undruggable.

RNA
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From siloed data to breakthroughs: multimodal AI in drug discovery

Drug Target Review

Drug development is plagued by complex challenges, but multimodal AI is unlocking new opportunities. By integrating diverse data sources – from genomics to clinical insights – this approach is accelerating drug discovery, improving patient stratification and boosting success rates.