Phenotypic drug discovery: recent successes, lessons learned and new directions
F Vincent, A Nueda, J Lee, M Schenone… - Nature Reviews Drug …, 2022 - nature.com
Many drugs, or their antecedents, were discovered through observation of their effects on
normal or disease physiology. For the past generation, this phenotypic drug discovery …
normal or disease physiology. For the past generation, this phenotypic drug discovery …
Generative models for molecular discovery: Recent advances and challenges
Abstract Development of new products often relies on the discovery of novel molecules.
While conventional molecular design involves using human expertise to propose …
While conventional molecular design involves using human expertise to propose …
Structures of the σ2 receptor enable docking for bioactive ligand discovery
The σ2 receptor has attracted intense interest in cancer imaging, psychiatric disease,
neuropathic pain,–and other areas of biology,. Here we determined the crystal structure of …
neuropathic pain,–and other areas of biology,. Here we determined the crystal structure of …
Artificial intelligence for drug discovery: Are we there yet?
C Hasselgren, TI Oprea - Annual Review of Pharmacology and …, 2024 - annualreviews.org
Drug discovery is adapting to novel technologies such as data science, informatics, and
artificial intelligence (AI) to accelerate effective treatment development while reducing costs …
artificial intelligence (AI) to accelerate effective treatment development while reducing costs …
A SARS-CoV-2 protein interaction map reveals targets for drug repurposing
A newly described coronavirus named severe acute respiratory syndrome coronavirus 2
(SARS-CoV-2), which is the causative agent of coronavirus disease 2019 (COVID-19), has …
(SARS-CoV-2), which is the causative agent of coronavirus disease 2019 (COVID-19), has …
Structure, function and pharmacology of human itch GPCRs
The MRGPRX family of receptors (MRGPRX1–4) is a family of mas-related G-protein-
coupled receptors that have evolved relatively recently. Of these, MRGPRX2 and MRGPRX4 …
coupled receptors that have evolved relatively recently. Of these, MRGPRX2 and MRGPRX4 …
Concepts of artificial intelligence for computer-assisted drug discovery
X Yang, Y Wang, R Byrne, G Schneider… - Chemical …, 2019 - ACS Publications
Artificial intelligence (AI), and, in particular, deep learning as a subcategory of AI, provides
opportunities for the discovery and development of innovative drugs. Various machine …
opportunities for the discovery and development of innovative drugs. Various machine …
Identification of 5-HT2A receptor signaling pathways associated with psychedelic potential
Serotonergic psychedelics possess considerable therapeutic potential. Although 5-HT2A
receptor activation mediates psychedelic effects, prototypical psychedelics activate both 5 …
receptor activation mediates psychedelic effects, prototypical psychedelics activate both 5 …
Drug combinations: a strategy to extend the life of antibiotics in the 21st century
Antimicrobial resistance threatens a resurgence of life-threatening bacterial infections and
the potential demise of many aspects of modern medicine. Despite intensive drug discovery …
the potential demise of many aspects of modern medicine. Despite intensive drug discovery …
Deep learning for molecular design—a review of the state of the art
In the space of only a few years, deep generative modeling has revolutionized how we think
of artificial creativity, yielding autonomous systems which produce original images, music …
of artificial creativity, yielding autonomous systems which produce original images, music …