Back to search

Article

Genome-scale annotation of protein binding sites via language model and geometric deep learning

2023-11-05

Abstract excerpt

Revealing protein binding sites with other molecules, such as nucleic acids, peptides, or small ligands, sheds light on disease mechanism elucidation and novel drug design. With the explosive growth of proteins in sequence databases, how to accurately and efficiently identify these binding sites from sequences becomes essential. However, current methods mostly rely on expensive multiple sequence alignments or expe...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
3379c54e-d528-5c8a-8420-c93b9ef54e3a
DOI
10.1101/2023.11.02.565344
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Genome-scale annotation of protein binding sites via language model and geometric deep learningDOI 10.1101/2023.11.02.565344
Select a neighboring publication to make it the new centre.