arrow
Return

BindPred: A Framework for Predicting Protein-Protein Binding Affinity from Language Model Embeddings

delete2026-05-14
delete0
delete
OA
AI
H
Haixing Piao
V
Veda Sheersh Boorla
S
Somtirtha Santra
C
Costas D. Maranas *
DOI:10.1093/bioinformatics/btag309delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
Reliable predictions of protein–protein binding affinities are essential for molecular biology and therapeutic discovery. However, most computational methods rely on three-dimensional structural models, which are often unavailable for many complexes.
Keywords:
Protein–protein binding affinity
Computational methods
Language model embeddings
Molecular biology
Therapeutic discovery

Journal

Bioinformatics cover
Bioinformatics
IF:
5.4
Papers:
1.1K
Citations:
17.9W

Organization

P
pennsylvania state university
Scholars:
3.1K
Papers: 1.8K
Citations: 0