Improving hERG Cardiotoxicity Prediction via SMILES Transformer, Molecular Fingerprints, and Layer-Wise Self-Adaptive Graph Attention Network. [PDF]
Beidja C +3 more
europepmc +1 more source
Leveraging Artificial Intelligence and Large Language Models for Cancer Immunotherapy
Cancer immunotherapy faces challenges in predicting treatment responses and understanding resistance mechanisms. Artificial intelligence (AI) and machine learning (ML) offer powerful solutions for cancer immunotherapy in patient stratification, biomarker discovery, treatment strategy optimization, and foundation model development.
Xinchao Wu +4 more
wiley +1 more source
KGG: Knowledge-Guided Graph Self-Supervised Learning to Enhance Molecular Property Predictions. [PDF]
To VT +7 more
europepmc +1 more source
Selective Inhibition of Integrin β3 Topology Provides a Safer Antithrombotic Strategy
Current integrin αIIbβ3 inhibitors effectively reduce thrombosis but also increase bleeding risk. During thrombosis, high shear blood flow can directly activate the integrin αIIbβ3 via a distinct topological change in the β3 transmembrane domain, independent of hemostatic platelet signaling.
Joonha Lee +11 more
wiley +1 more source
Graph-based prediction of reaction barrier heights with on-the-fly prediction of transition states.
Karwounopoulos J +4 more
europepmc +1 more source
A survey of contrastive learning methods in molecular representation. [PDF]
Forooghi A, Sadeghi S, Rueda L, Ngom A.
europepmc +1 more source
ABSTRACT The E3 ubiquitin ligase tripartite motif 27 (TRIM27) is a negative regulator of NF‐κB activation and the innate immune response, and TRIM27 deficiency significantly impairs dextran sulfate sodium (DSS)‐induced colitis. The function of TRIM27 in intestinal epithelial cells (IECs), the mechanism by which TRIM27 inhibits the NF‐κB pathway and its
Weimin Xu +10 more
wiley +1 more source
Machine Learning Techniques for Computational Characterization of Protein-Associated Small Molecules with Therapeutic Relevance. [PDF]
Ali J, Aqib M, Ali Y, Malik MA.
europepmc +1 more source
After liver transplantation, ischemia‐reperfusion injury is more severe in pericentral regions. Multiomic analyses of human grafts and mouse models identify FOXO1 activation in pericentral hepatocytes as an upstream driver of SAA secretion. SAA recruits and activates FPR2+ macrophages, amplifying local inflammation. Amilo‐5MER inhibits SAA bioactivity,
Feng Zhang +19 more
wiley +1 more source
Machine Learning Prediction for Fe(II) Spin-Crossover Complex in the Same Spin State Using Geometrical and Topological Descriptors. [PDF]
Okawa N, Miyao T.
europepmc +1 more source

