Prediction of protein-ligand binding affinity with deep learning
The prediction of binding affinities between target proteins and small molecule drugs is essential for speeding up the drug research and design process. To attain precise and effective affinity prediction, computer-aided methods are employed in the drug ...
Yuxiao Wang +5 more
doaj +1 more source
Interrogation of the protein-protein interactions between human BRCA2 BRC repeats and RAD51 reveals atomistic determinants of affinity [PDF]
The breast cancer suppressor BRCA2 controls the recombinase RAD51 in the reactions that mediate homologous DNA recombination, an essential cellular process required for the error-free repair of DNA double-stranded breaks.
Rajendra, Eason +28 more
core +3 more sources
PBCNet:Computing Relative Binding Affinity of Ligands to a Receptor Based on a Pairwise Binding Comparison Network for Lead Optimization [PDF]
Structure-based lead optimization is an open challenge in drug discovery, which is still largely driven by hypotheses and depends on the experience of medicinal chemists.
Geng, Chen +13 more
core +2 more sources
Dynamics and thermodynamics of protein-ligand interactions [PDF]
Complex networks of protein-ligand interactions underpin cellular function and communication. Disease can arise from disruption of these networks through the alteration of protein-ligand interaction affinities, for example by protein mutation or ligand ...
Malham, Richard William
core +6 more sources
Reversible domain closure modulates GlnBP ligand binding affinity
Glutamine binding protein (GlnBP) is an Escherichia Coli periplasmic binding protein, which binds and carries glutamine to the inner membrane ATP-binding cassette (ABC) transporter. GlnBP binds the ligand with affinity around 0.1μM measured by isothermal
Qun Chen +13 more
doaj +2 more sources
Learning protein binding affinity using privileged information
Background Determining protein-protein interactions and their binding affinity are important in understanding cellular biological processes, discovery and design of novel therapeutics, protein engineering, and mutagenesis studies.
Wajid Arshad Abbasi +3 more
doaj +1 more source
Specific integrin alpha and beta chain phosphorylations regulate LFA-1 activation through affinity-dependent and -independent mechanisms [PDF]
Integrins are adhesion receptors that are crucial to the functions of multicellular organisms. Integrin-mediated adhesion is a complex process that involves both affinity regulation and cytoskeletal coupling, but the molecular mechanisms behind this ...
Susanna C. Fagerholm +11 more
core +1 more source
High-throughput binding affinity calculations at extreme scales
Background Resistance to chemotherapy and molecularly targeted therapies is a major factor in limiting the effectiveness of cancer treatment. In many cases, resistance can be linked to genetic changes in target proteins, either pre-existing or ...
Jumana Dakka +7 more
doaj +1 more source
Characterization of Aptamer-Protein Complexes by X-ray Crystallography and Alternative Approaches [PDF]
Aptamers are oligonucleotide ligands, either RNA or ssDNA, selected for high-affinity binding to molecular targets, such as small organic molecules, proteins or whole microorganisms.
Levisson, M. +24 more
core +3 more sources
Affinity-enhanced RNA-binding domains as tools to understand RNA recognition
Understanding how the RNA-binding domains of a protein regulator are used to recognize its RNA targets is a key problem in RNA biology, but RNA-binding domains with very low affinity do not perform well in the methods currently available to characterize ...
Evangelos Christodoulou (30025) +6 more
core +1 more source

