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Ligand Binding Sites02:40

Ligand Binding Sites

Proteins are dynamic macromolecules that carry out a wide variety of essential processes; however, the activities of most proteins depend on their interactions with other molecules or ions, known as ligands.
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
Ligand Binding Sites02:40

Ligand Binding Sites

Proteins are dynamic macromolecules that carry out a wide variety of essential processes; however, the activities of most proteins depend on their interactions with other molecules or ions, known as ligands.
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
Protein-protein Interfaces02:04

Protein-protein Interfaces

Many proteins form complexes to carry out their functions, making protein-protein interactions (PPIs) essential for an organism's survival. Most PPIs are stabilized by numerous weak noncovalent chemical forces. The physical shape of the interfaces determines the way two proteins interact. Many globular proteins have closely-matching shapes on their surfaces, which form a large number of weak bonds. Additionally, many PPIs occur between two helices or between a surface cleft and a polypeptide...
Ligand Binding and Linkage00:49

Ligand Binding and Linkage

Allosteric proteins have more than one ligand binding site; the binding of a ligand to any of these sites influences the binding of ligands to the other sites. When a protein is allosteric, its binding sites are called coupled or linked.  In the case of enzymes, the site that binds to the substrate is known as the active site and the other site is known as the regulatory site. When a ligand binds to the regulatory site, this leads to conformational changes in the protein that can influence the...
Ligand Binding and Linkage00:49

Ligand Binding and Linkage

Allosteric proteins have more than one ligand binding site; the binding of a ligand to any of these sites influences the binding of ligands to the other sites. When a protein is allosteric, its binding sites are called coupled or linked.  In the case of enzymes, the site that binds to the substrate is known as the active site and the other site is known as the regulatory site. When a ligand binds to the regulatory site, this leads to conformational changes in the protein that can influence the...
Conserved Binding Sites01:49

Conserved Binding Sites

Many proteins’ biological role depends on their interactions with their ligands, small molecules that bind to specific locations on the protein known as ligand-binding sites. Ligand-binding sites are often conserved among homologous proteins as these sites are critical for protein function.
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally analyses the...

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Related Experiment Video

Updated: Jul 7, 2026

Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins
05:08

Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins

Published on: July 8, 2025

Distance dependent scoring function for describing protein-ligand intermolecular interactions.

Natalia Artemenko1

  • 1Institute of Biotechnology, University of Helsinki, FI-00014, Helsinki, Finland. artemenn@tcd.ie

Journal of Chemical Information and Modeling
|February 23, 2008
PubMed
Summary
This summary is machine-generated.

A novel scoring function estimates protein-ligand binding affinity using physicochemical and quasi-fragmental descriptors. This method reduces computational cost while maintaining high predictive accuracy for drug discovery.

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Area of Science:

  • Computational chemistry
  • Structural biology
  • Drug discovery

Background:

  • Estimating protein-ligand binding affinity is crucial for drug discovery.
  • Existing scoring functions can be computationally intensive.
  • Accurate prediction requires effective representation of molecular interactions.

Purpose of the Study:

  • To develop a new empirical scoring function for protein-ligand binding affinity.
  • To reduce computational complexity compared to existing methods.
  • To improve the accuracy of binding affinity predictions.

Main Methods:

  • Developed a scoring function incorporating physicochemical and quasi-fragmental descriptors.
  • Utilized descriptors such as nonbonded contacts, metal-atom interactions, flexible bonds, van der Waals, and electrostatic energies.
  • Trained the function on a dataset of 288 protein-ligand complexes.

Main Results:

  • The new scoring function demonstrates comparable predictive ability to existing methods.
  • Achieved an average accuracy of 2-2.2 kcal/mol on independent test sets.
  • The quasi-fragmental descriptors offer a novel approach to representing physical interactions.

Conclusions:

  • The developed scoring function offers an efficient and accurate tool for predicting protein-ligand binding affinity.
  • This approach provides a valuable alternative for computational drug design.
  • Quasi-fragmental descriptors enhance the representation of molecular interactions in scoring functions.