Scientific discovery in the age of artificial intelligence
Artificial intelligence (AI) is being increasingly integrated into scientific discovery to augment
and accelerate research, helping scientists to generate hypotheses, design experiments …
and accelerate research, helping scientists to generate hypotheses, design experiments …
Targeting RNA structures with small molecules
JL Childs-Disney, X Yang, QMR Gibaut… - Nature Reviews Drug …, 2022 - nature.com
RNA adopts 3D structures that confer varied functional roles in human biology and
dysfunction in disease. Approaches to therapeutically target RNA structures with small …
dysfunction in disease. Approaches to therapeutically target RNA structures with small …
Accurate structure prediction of biomolecular interactions with AlphaFold 3
The introduction of AlphaFold 21 has spurred a revolution in modelling the structure of
proteins and their interactions, enabling a huge range of applications in protein modelling …
proteins and their interactions, enabling a huge range of applications in protein modelling …
Accurate prediction of protein–nucleic acid complexes using RoseTTAFoldNA
Protein–RNA and protein–DNA complexes play critical roles in biology. Despite
considerable recent advances in protein structure prediction, the prediction of the structures …
considerable recent advances in protein structure prediction, the prediction of the structures …
Artificial intelligence foundation for therapeutic science
Artificial intelligence (AI) is poised to transform therapeutic science. Therapeutics Data
Commons is an initiative to access and evaluate AI capability across therapeutic modalities …
Commons is an initiative to access and evaluate AI capability across therapeutic modalities …
Geometric deep learning on molecular representations
Geometric deep learning (GDL) is based on neural network architectures that incorporate
and process symmetry information. GDL bears promise for molecular modelling applications …
and process symmetry information. GDL bears promise for molecular modelling applications …
Structural biology of CRISPR–Cas immunity and genome editing enzymes
CRISPR–Cas systems provide resistance against foreign mobile genetic elements and have
a wide range of genome editing and biotechnological applications. In this Review, we …
a wide range of genome editing and biotechnological applications. In this Review, we …
trRosettaRNA: automated prediction of RNA 3D structure with transformer network
RNA 3D structure prediction is a long-standing challenge. Inspired by the recent
breakthrough in protein structure prediction, we developed trRosettaRNA, an automated …
breakthrough in protein structure prediction, we developed trRosettaRNA, an automated …
Exploring the expanding universe of small RNAs
The world of small noncoding RNAs (sncRNAs) is ever-expanding, from small interfering
RNA, microRNA and Piwi-interacting RNA to the recently emerging non-canonical sncRNAs …
RNA, microRNA and Piwi-interacting RNA to the recently emerging non-canonical sncRNAs …
Advances and opportunities in RNA structure experimental determination and computational modeling
Beyond transferring genetic information, RNAs are molecules with diverse functions that
include catalyzing biochemical reactions and regulating gene expression. Most of these …
include catalyzing biochemical reactions and regulating gene expression. Most of these …