ArkDTA: attention regularization guided by non-covalent interactions for explainable drug-target binding affinity prediction. [PDF]
Gim M +7 more
europepmc +1 more source
Covalent Functionalization of 2D Semiconductors: A Roadmap to Advanced Electronic Devices
This Review presents recent advances in the covalent functionalization strategies for two‐dimensional semiconductors and their implementation in modern technologies. Layered materials are modified through diverse molecular chemistries (e.g., thiols, diazonium salts, alkyl halides, and electron‐deficient species) to tailor their surface properties ...
Ramiro Quirós‐Ovies +2 more
wiley +1 more source
Drug-target binding affinity prediction using message passing neural network and self supervised learning. [PDF]
Xia L +5 more
europepmc +1 more source
This study presents a magneto‐mechanical strategy that incorporates FP@MSCs into an aligned PCL/GelMA nerve guidance conduit. Magnetic stimulation increases membrane tension in FP@MSCs, triggering cytoskeletal remodeling, Schwann cell‐like differentiation, and TIMP1 secretion. TIMP1 activates ITGB1/CD63–FAK signaling in NE‐4C cells, increasing membrane
Xinyu Zhu +14 more
wiley +1 more source
Drug-target affinity prediction method based on consistent expression of heterogeneous data
The first step in drug discovery is finding drug molecule moieties with medicinal activity against specific targets. Therefore, it is crucial to investigate the interaction between drug-target proteins and small chemical molecules.
Liu, Boyuan
core
Pancreatic ductal adenocarcinoma (PDAC) is the most common and aggressive form of pancreatic cancer, accounting for 90% of all pancreatic malignancies.
Pragya +2 more
doaj +1 more source
MFR-DTA: a multi-functional and robust model for predicting drug-target binding affinity and region. [PDF]
Hua Y, Song X, Feng Z, Wu X.
europepmc +1 more source
Genetically Programmed Shape‐Morphing of Engineered Living Materials
Here, bacterial and mammalian engineered living materials (ELMs) are presented, in which living cells direct genetically programmed and enzymatically mediated shape‐morphing. The resulting deformation and shape‐recovery can be actuated in a genetically controlled manner by an ELM incorporating out‐of‐equilibrium counteracting biochemical reactions with
Jan Becker +7 more
wiley +1 more source
Halogen Bond: Its Role beyond Drug–Target Binding Affinity for Drug Discovery and Development
Halogen bond has attracted a great deal of attention in the past years for hit-to-lead-to-candidate optimization aiming at improving drug-target binding affinity. In general, heavy organohalogens (i.e., organochlorines, organobromines, and organoiodines)
Yunxiang Lu (1305909) +5 more
core +1 more source
NHGNN-DTA: a node-adaptive hybrid graph neural network for interpretable drug-target binding affinity prediction. [PDF]
He H, Chen G, Chen CY.
europepmc +1 more source

