Bioinformatics lecture 7+8 Bi4999en
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Questions and Answers

Binding sites for macromolecules are generally flatter than binding sites for small molecules.

True

DNA binding sites are characterized by negative charged electrostatic patches.

False

Knowledge-based methods for identifying binding sites rely solely on evolutionary conservation.

False

High evolutionary conservation is a typical feature of binding sites for macromolecules.

<p>True</p> Signup and view all the answers

Meta-servers are tools that utilize a single method to identify binding sites.

<p>False</p> Signup and view all the answers

Solvent accessible surface area (SASA) is measured in Å2 and indicates the extent to which a residue in a protein is accessible to the solvent.

<p>True</p> Signup and view all the answers

The term 'solvent excluded surface' is synonymous with the molecular surface and does not provide any visual representation.

<p>False</p> Signup and view all the answers

The relative accessible surface area (rASA) is calculated using the formula rASA = ASA + ASAMAX.

<p>False</p> Signup and view all the answers

The radius of the spherical probe used to calculate SASA is approximately 1.4 Å, which is the typical water radius.

<p>True</p> Signup and view all the answers

The simplified two-state description for residue accessibility only categorizes residues as either buried or buried.

<p>False</p> Signup and view all the answers

Molecular surface visualization reflects the solvent excluded surface, which is an important consideration in protein modeling.

<p>True</p> Signup and view all the answers

An increase in solvent accessible surface area (SASA) generally corresponds to a decrease in the residue's exposure to the solvent.

<p>False</p> Signup and view all the answers

Both SASA and SES are important for understanding protein interactions with their environment.

<p>True</p> Signup and view all the answers

The bottleneck in a tunnel or channel refers to the widest part, which is crucial for selectivity.

<p>False</p> Signup and view all the answers

Voronoi diagrams are utilized to identify the optimal pathways connecting starting points with the bulk solvent.

<p>True</p> Signup and view all the answers

Geometry-based methods for pocket detection generally provide extensive information on the characteristics of tunnels and channels.

<p>False</p> Signup and view all the answers

Molecular recognition involves specific interactions between molecules through covalent bonding.

<p>False</p> Signup and view all the answers

Transport pathways primarily facilitate the transport of large biomolecules such as proteins and nucleic acids.

<p>False</p> Signup and view all the answers

Identification methods for channels in proteins analyze multiple channels simultaneously within the structure.

<p>False</p> Signup and view all the answers

Dijkstra’s algorithm is used to identify tunnels by optimizing pathways based on defined cost functions.

<p>True</p> Signup and view all the answers

Tunnels allow for the transport of reaction intermediates in monofunctional enzymes.

<p>False</p> Signup and view all the answers

The probe size in tunnel identification specifies the maximum radius threshold for the search.

<p>False</p> Signup and view all the answers

Channels and tunnels can be differentiated based on whether they connect occluded cavities with the protein surface.

<p>True</p> Signup and view all the answers

Druggability refers to the likelihood of a protein being targeted by a drug-like molecule leading to a therapeutic effect.

<p>True</p> Signup and view all the answers

Lipinski’s rule of 5 states that a drug should have a molecular weight of no more than 1000 Da.

<p>False</p> Signup and view all the answers

One can predict protein druggability exclusively by using the sequence of the entire protein.

<p>False</p> Signup and view all the answers

The Cambridge Structural Database is a resource for small molecule representation.

<p>True</p> Signup and view all the answers

PockDrug Server and DoGSiteScorer are examples of predictive tools used for determining protein druggability.

<p>True</p> Signup and view all the answers

In 2D molecular representation, a chemical structure can be depicted using SMILES notation.

<p>True</p> Signup and view all the answers

It is acceptable for small molecules to have no protonation states.

<p>False</p> Signup and view all the answers

A violation of Lipinski’s rule of 5 means a drug must strictly adhere to all the parameters without exceptions.

<p>False</p> Signup and view all the answers

Enzymes increase the speed of chemical reactions by increasing the activation barrier.

<p>False</p> Signup and view all the answers

The Arrhenius equation demonstrates that a lower activation energy results in a higher kinetic rate.

<p>True</p> Signup and view all the answers

Molecular recognition requires complementarity between the ligand and both the active site and the tunnel.

<p>True</p> Signup and view all the answers

PDBbind is a database that contains unverified information about molecular complexes.

<p>False</p> Signup and view all the answers

The formation of the enzyme-substrate complex is a step in the reaction process that leads to products.

<p>True</p> Signup and view all the answers

A buried active site in a receptor does not require tunnels for ligand binding.

<p>False</p> Signup and view all the answers

Experimentally determined complexes are available in the RSCB PDB database.

<p>True</p> Signup and view all the answers

The term 'transition state' refers to the state of the system where the energy is at its minimum.

<p>False</p> Signup and view all the answers

Molecular docking methods can be useful even when experimental data is not available.

<p>True</p> Signup and view all the answers

Receptor representation in molecular docking only requires knowledge of the entire protein structure.

<p>False</p> Signup and view all the answers

Soft docking employs rigid scoring functions to simulate the flexibility of receptors.

<p>False</p> Signup and view all the answers

Ligand representation always includes all atoms, without any exceptions.

<p>False</p> Signup and view all the answers

The complexity of ligand conformational space increases with the number of rotatable bonds.

<p>True</p> Signup and view all the answers

Search algorithms for molecular docking can operate under completely flexible docking conditions without constraints.

<p>False</p> Signup and view all the answers

Geometry-based algorithms rely solely on the similarity of shape between the receptor and ligand.

<p>False</p> Signup and view all the answers

Scoring functions must provide an inefficient and detailed description of protein-ligand interactions.

<p>False</p> Signup and view all the answers

Empirical and force field-based scoring functions are two categories of scoring functions used in molecular docking.

<p>True</p> Signup and view all the answers

Intermolecular interactions in the evaluation of complexes do not include ionic interactions.

<p>False</p> Signup and view all the answers

Transportation of small molecules through tunnels can only be analyzed using molecular docking methods.

<p>False</p> Signup and view all the answers

Molecular docking can employ stochastic algorithms that require multiple, independent runs for consistent results.

<p>True</p> Signup and view all the answers

The optimization of receptor flexibility may involve rotating the entire protein structure.

<p>False</p> Signup and view all the answers

CaverDock and MoMA-LigPath are based on force field methods and provide high accuracy.

<p>False</p> Signup and view all the answers

Ligandability must be present for druggability but it is not a sufficient condition.

<p>True</p> Signup and view all the answers

Template-based methods for identifying binding sites use 2D representations of the proteins.

<p>False</p> Signup and view all the answers

Knowledge-based methods for predicting binding sites involve the evaluation of local environments such as residue types and their distances.

<p>True</p> Signup and view all the answers

The construction of 3D templates in template-based methods allows for the characterization of binding sites solely on geometric shape.

<p>False</p> Signup and view all the answers

Identification of potential binding sites in the query structure is done by comparing it against a 2D template database.

<p>False</p> Signup and view all the answers

Solvent accessible surface area (SASA) is always represented in square meters.

<p>False</p> Signup and view all the answers

The radius of the spherical probe used to calculate SASA is approximately the Van der Waals radius.

<p>False</p> Signup and view all the answers

Relative accessible surface area (rASA) allows for comparing the accessibility of different types of residues.

<p>True</p> Signup and view all the answers

Solvent excluded surface (SES) is also referred to as the molecular surface but is usually represented in volumetric terms.

<p>False</p> Signup and view all the answers

A simplified two-state description categorizes residues strictly as either buried or exposed based on accessibility.

<p>True</p> Signup and view all the answers

The term 'solvent excluded surface' refers to the area of a residue that cannot be accessed by water molecules.

<p>True</p> Signup and view all the answers

Long extended amino acids have a significantly lower rASA compared to spherical amino acids.

<p>False</p> Signup and view all the answers

The calculation of solvent accessible surface area involves summing the area accessible by a rigid probe across the protein structure.

<p>False</p> Signup and view all the answers

The lock-and-key model proposes that both ligand and receptor are flexible and can adjust their shapes.

<p>False</p> Signup and view all the answers

The induced-fit model allows for only partial complementarity between the ligand and receptor during complex formation.

<p>True</p> Signup and view all the answers

The selected-fit model, proposed by B.F. Straub, indicates that the bound conformation of the receptor exists only when the ligand is attached.

<p>False</p> Signup and view all the answers

Allosteric mechanisms are adequately explained by the lock-and-key model of molecular recognition.

<p>False</p> Signup and view all the answers

The keyhole-lock-key model maintains that conformations of both ligand and receptor are strictly defined and do not exhibit flexibility.

<p>False</p> Signup and view all the answers

Enzymes decrease the activation barrier, which increases the kinetic rate of reactions.

<p>True</p> Signup and view all the answers

The transition state represents the state of the system where the energy is at its maximum.

<p>False</p> Signup and view all the answers

Tunnels serve as barriers that prevent reaction intermediates from passing through enzymes.

<p>False</p> Signup and view all the answers

The bottleneck in a tunnel or channel refers to the narrowest part, which is crucial for selectivity.

<p>True</p> Signup and view all the answers

Molecular recognition takes place solely based on the shape complementarity between molecules.

<p>False</p> Signup and view all the answers

The PDBbind database is a collection of verified data about molecular complexes.

<p>False</p> Signup and view all the answers

Tunnels in proteins can facilitate the transport of reaction intermediates only between active sites in bifunctional enzymes.

<p>False</p> Signup and view all the answers

Identification methods for tunnels typically analyze multiple tunnels simultaneously within the protein structure.

<p>False</p> Signup and view all the answers

Complementarity with the ligand is important for both the active site and the tunnel of a receptor.

<p>True</p> Signup and view all the answers

Experimentally determined structures of complexes can be found in the Cambridge Structural Database.

<p>False</p> Signup and view all the answers

Voronoi diagrams are utilized to visualize the skeleton of voids among atoms, but they do not assist in calculating optimal pathways.

<p>False</p> Signup and view all the answers

Lowering the activation energy directly results in a higher rate constant according to the Arrhenius equation.

<p>True</p> Signup and view all the answers

The geometry-based methods for pocket detection provide extensive information on the characteristics of the tunnels and channels they identify.

<p>False</p> Signup and view all the answers

The probe size used in tunnel identification establishes a maximum radius threshold for identifying potential tunnels.

<p>False</p> Signup and view all the answers

Molecular recognition processes occur exclusively through covalent bonding between molecules.

<p>False</p> Signup and view all the answers

Methods for identifying channels do not provide information about tunnels leading from occluded cavities.

<p>True</p> Signup and view all the answers

Dijkstra’s algorithm is employed to identify channels by optimizing pathway criteria based on cost functions.

<p>False</p> Signup and view all the answers

An essential aspect of molecular recognition is the specific interactions that can occur between ligands and both active sites and tunnels.

<p>True</p> Signup and view all the answers

Molecular docking is primarily useful when experimental data is unavailable.

<p>True</p> Signup and view all the answers

Ligands are always represented by all their atoms in molecular docking.

<p>False</p> Signup and view all the answers

Soft docking uses rigid scoring functions to simulate receptor flexibility.

<p>False</p> Signup and view all the answers

The energy-driven algorithms in molecular docking directly locate the global maximum of binding free energy.

<p>False</p> Signup and view all the answers

Empirical, knowledge-based, and force field-based methods are the only categories of scoring functions in molecular docking.

<p>False</p> Signup and view all the answers

Rigid docking methods have more flexible constraints compared to fully flexible methods.

<p>False</p> Signup and view all the answers

Geometry-based algorithms for molecular docking operate under the assumption of physicochemical complementarity.

<p>True</p> Signup and view all the answers

Intermolecular interactions, such as hydrogen bonds and ionic interactions, are crucial in the evaluation of molecular complexes.

<p>True</p> Signup and view all the answers

Transport pathways for small molecules are solely based on high accuracy methods, like multiple MD simulations.

<p>False</p> Signup and view all the answers

Scoring functions evaluate all binding modes from searching algorithms to rank potential ligand configurations.

<p>True</p> Signup and view all the answers

Explicit side-chain flexibility involves optimizing the entire protein structure as a whole.

<p>False</p> Signup and view all the answers

The representation of the receptor in molecular docking can include a grid representation covering the entire search region.

<p>True</p> Signup and view all the answers

Machine learning is not a category of scoring functions used in molecular docking assessment.

<p>False</p> Signup and view all the answers

Residue solvent accessibility can be determined by rASA values outside the range of 15–25%.

<p>False</p> Signup and view all the answers

Protein solubility refers to the concentration of protein that saturates the solution in a solid phase equilibrium.

<p>True</p> Signup and view all the answers

Intra-molecular interactions occur between different proteins in assemblies.

<p>False</p> Signup and view all the answers

Aggregation-prone regions (APRs) in proteins are mainly characterized by hydrophilic residues that avoid beta-structures.

<p>False</p> Signup and view all the answers

Charge-charge (ionic) interactions are exclusive to neutral residues in protein structures.

<p>False</p> Signup and view all the answers

Binding sites for macromolecules are typically identified through evolutionary and knowledge-based methods.

<p>True</p> Signup and view all the answers

Macromolecule binding sites require small surface areas for effective recognition.

<p>False</p> Signup and view all the answers

Characterization of DNA binding sites includes the presence of negatively charged electrostatic patches.

<p>False</p> Signup and view all the answers

Knowledge-based methods exclusively rely on structural properties to identify macromolecule binding sites.

<p>False</p> Signup and view all the answers

High evolutionary conservation is a feature that distinguishes macromolecule binding sites from other types of binding sites.

<p>True</p> Signup and view all the answers

The lock-and-key model proposed by E. Fisher in 1894 considers both the ligand and receptor as flexible.

<p>False</p> Signup and view all the answers

The induced-fit model introduced by D.E. Koshland in 1956 requires only partial complementarity for molecular recognition.

<p>True</p> Signup and view all the answers

The selected-fit model, also known as conformational selection, suggests that both ligand and receptor must be rigid for a complex to form.

<p>False</p> Signup and view all the answers

The keyhole-lock-key model is another name for the selected-fit model in molecular recognition.

<p>False</p> Signup and view all the answers

According to the selected-fit model, the conformation of the bound receptor exists in its free state.

<p>True</p> Signup and view all the answers

Cation-π interactions occur between a positively charged residue and negatively charged residues.

<p>False</p> Signup and view all the answers

Hydrophobic interactions arise from entropic effects and are mainly significant for polar residues.

<p>False</p> Signup and view all the answers

Disulfide bonds are formed between two cysteine molecules through the sharing of hydrogen atoms.

<p>False</p> Signup and view all the answers

Aromatic stacking interactions involve repulsive forces between closely aligned aromatic residues.

<p>False</p> Signup and view all the answers

Van der Waals interactions are only significant between charged atoms.

<p>False</p> Signup and view all the answers

High-molecular weight molecules generally have a better chance of achieving medicinal druggability.

<p>False</p> Signup and view all the answers

Lipinski’s rule of 5 allows two violations in the parameters for orally-active drugs.

<p>False</p> Signup and view all the answers

Molecular docking primarily focuses on the prediction of protein structures without regard to ligand interactions.

<p>False</p> Signup and view all the answers

The Cambridge Structural Database contains information regarding small molecule representations.

<p>True</p> Signup and view all the answers

Identifying protein druggability can solely rely on the structural features of binding sites without considering similarity to known targets.

<p>False</p> Signup and view all the answers

A small molecule representation can be depicted in 1D form as an empirical formula.

<p>True</p> Signup and view all the answers

PockDrug Server and DoGSiteScorer are tools that assist in predicting protein druggability.

<p>True</p> Signup and view all the answers

Protonation states are irrelevant when discussing the preparation of small molecule structures.

<p>False</p> Signup and view all the answers

Molecular docking is useful when experimental data is not available or for virtual screening.

<p>True</p> Signup and view all the answers

Receptor representation in molecular docking must always include every atom of the receptor.

<p>False</p> Signup and view all the answers

Ligand flexibility in molecular docking allows for rotation about multiple bonds simultaneously.

<p>False</p> Signup and view all the answers

Soft docking utilizes hard scoring functions to simulate receptor flexibility.

<p>False</p> Signup and view all the answers

Many search algorithms for molecular docking are available, including fully flexible methods.

<p>True</p> Signup and view all the answers

Geometry-based algorithms in molecular docking assume binding is governed solely by interactions of physicochemical properties.

<p>False</p> Signup and view all the answers

Scoring functions are essential for ranking different configurations of a ligand bound to a protein in molecular docking.

<p>True</p> Signup and view all the answers

Empirical and knowledge-based are the only categories of scoring functions in molecular docking.

<p>False</p> Signup and view all the answers

The evaluation of molecular complexes considers only binding energies, excluding intermolecular interactions.

<p>False</p> Signup and view all the answers

Transport pathways in molecules can only be assessed through methods that utilize advanced MD simulations.

<p>False</p> Signup and view all the answers

Hydrogen bonds and hydrophobic interactions are the only types of intermolecular interactions considered in the evaluation of complexes.

<p>False</p> Signup and view all the answers

Ligand fragment techniques in molecular docking involve docking the complete ligand as a whole.

<p>False</p> Signup and view all the answers

Molecular docking allows for the study of drug selectivity by evaluating one ligand bound to several different proteins.

<p>True</p> Signup and view all the answers

Study Notes

Protein Structure Analysis

  • Residue solvent accessibility measures the surface area of a residue in a protein accessible to solvent.
  • Solvent accessible surface area (ASA/SASA/SAS) is measured in Ų.
  • Residue solvent accessibility is calculated by rolling a spherical probe over the protein surface and summing the accessible area.
  • Solvent excluded surface (SES) is also known as molecular surface or Connolly surface area.
  • Relative accessible surface area (rASA) is the ratio of the actual accessible area of a residue to the maximum accessible area.

Protein Solubility

  • Protein solubility is the concentration of protein in a saturated solution at equilibrium with the solid phase.
  • Several factors affect protein solubility, including the balance of hydrophilic and hydrophobic residues and aggregation-prone regions (APRs).
  • APRs mainly have hydrophobic residues that are prone to form beta-structures.
  • Proteins expressed in a lab are influenced by multiple factors.

Molecular Interactions

  • Intramolecular interactions occur within a protein structure.
  • Intermolecular interactions occur between different proteins in assemblies.
  • Molecular interactions are essential for understanding the function and stability of proteins and their complexes.
  • Various types of interactions include charge-charge (ionic), hydrogen bonds, aromatic, Van der Waals (vdW) and hydrophobic interactions.
  • Disulfide bonds (cysteine bridges), cation-π interactions, and polar interactions are also important.

Functional Sites

  • Binding sites on a protein provide complementarity for a bound molecule (ligand).
  • Active/catalytic sites promote chemical catalysis (breaking/forming covalent bonds).
  • Binding involves non-covalent interactions between the protein and the ligand.
  • Binding sites for small molecules are usually internal cavities, surface pockets or clefts.
  • Binding sites are highly conserved by evolution, with low desolvation energy and characteristic physicochemical properties.
  • Binding sites are also characterized by methods like evolutionary conservation, physical detection of "pockets," geometry based methods, energy based methods, knowledge based and template based methods.

Transport Pathways

  • Transport pathways mediate the transport of ions and small molecules within proteins.
  • These pathways are essential functions for many protein types.
  • Channels/pores and tunnels are types of transport pathways.
  • Intramolecular tunnels transport intermediates between different active sites in bifunctional enzymes.
  • The permeability of a pathway depends on size, shape, amino acid composition (physicochemical properties) and dynamics.
  • Identification of transport pathways involves identifying overall voids, tunnels and channels.

Protein-Ligand Complexes

  • Molecular recognition refers to the specific interactions between two or more molecules through non-covalent bonding.
  • Different biological roles include binding, catalysis and signaling.
  • Several models can explain molecular recognition like: lock and key model, induced fit model and selected fit model.
  • Keyhole-lock-key model is relevant when a receptor has active sites and tunnels.

Biocatalysis

  • Enzymes increase chemical reaction speeds by decreasing the activation barrier.
  • Enzymes provide environments that stabilize the transition state(s).
  • Biocatalysis relates to kinetic rate and activation energy.

Structures of Complexes

  • Experimentally determined complexes are found in databases like PDB, BindingDB, ChEMBL.

Protein Druggability

  • Druggability is the likelihood of a protein being targeted or modulated by a drug.
  • Drug-like molecules must bind to the protein with high affinity.
  • Descriptors such as Lipinski's rule of 5 are used for drug candidates and prediction.

Small Molecules

  • Small molecules are represented by 1D (empirical formulas), 2D (chemical structure diagrams) and 3D (atomic coordinates) models.
  • Databases such as the Cambridge Structural Database, PubChem, and ZINC database are used.

Molecular Docking

  • Molecular Docking is used when experimental data is unavailable for virtual screening.
  • Several components/steps are involved in molecular docking which include receptor representation, ligand representation, search of binding modes, scoring.
  • Several search algorithms are available such as rigid docking, semi-flexible and fully flexible.
  • Several categories of scoring functions are employed including empirical, knowledge-based, force field based and machine-learning.

Evaluation of Complexes

  • Intermolecular interactions are assessed in complexes, as well as binding energies.

Transport of Small Molecules

  • Transport pathways are studied by examining both geometric and force field methods.

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Test your knowledge on the characteristics and identification methods of binding sites for macromolecules. This quiz covers topics such as electrostatic patches, evolutionary conservation, and the use of meta-servers in binding site identification. Challenge yourself and see how well you understand these essential concepts in biochemistry.

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