Back to search

Article

LM-PROTAC: a language model-driven PROTAC generation pipeline with dual constraints of structure and property

2025-04-07

Abstract excerpt

<title>Abstract</title> <p>The imperfect modeling of ternary complexes has limited the application of computer-aided drug discovery tools in PROTAC research and development. In this study, a language model for PROTAC molecule design pipeline named LM-PROTAC was developed, which stands for language model-driven Proteolysis Targeting Chimera, by embedding a transformer-based generative model with dual constraints o...

Topics

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

Identifiers and source

Literature Corpus work
4b11e1e4-1bef-576f-aa00-428b284d769f
DOI
10.21203/rs.3.rs-6356959/v1
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.
LM-PROTAC: a language model-driven PROTAC generation pipeline with dual constraints of structure and propertyDOI 10.21203/rs.3.rs-6356959/v1
Select a neighboring publication to make it the new centre.