Computational Chemistry Glossary
This glossary of foundational fields, methods, and definitions is meant for future computational chemists, current medicinal chemists, and drug hunters seeking ways they can begin applying computational techniques. All information below is vetted by our experienced drug hunters and largely generated by our AI assistant, Balto. Care to learn more? Simply ask Balto.
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Bioisosteres
definitionBioisosteres are chemical substituents or groups with similar physical or chemical properties that produce broadly similar biological effects when...
Learn moreBiologics
definitionBiologics, also known as biological drugs, are therapeutic products derived from living organisms, including humans, animals, and microorganisms.
Learn moreC
Chemical Fingerprints
definitionChemical fingerprints are compact, computer-readable representations of molecular structures, typically encoded as binary strings or bit vectors.
Learn moreChemical Libraries
definitionA chemical library is a collection of stored chemicals that are used in high-throughput screening or industrial manufacturing.
Learn moreChemical Reactivity
definitionChemical reactivity refers to the propensity of a molecule or functional group to undergo chemical transformation in the presence of other substances or...
Learn moreChemical Space
definitionChemical space refers to the vast and theoretically infinite universe of all possible chemical compounds, including both known and hypothetical molecules.
Learn moreCheminformatics
fieldCheminformatics, also known as chemical informatics or chemoinformatics, is the field of science that combines chemistry with computer science to process...
Learn moreClustering Analysis
methodClustering analysis is a statistical technique used to group similar objects into clusters such that objects within the same cluster are more similar to...
Learn moreCovalent Docking
methodCovalent Docking is a computational technique used to predict the binding mode of covalent ligands to their target proteins.
Learn moreD
De Novo Drug Design
methodDe novo drug design is a computational approach used to create novel drug-like molecules from scratch.
Learn moreDensity Functional Theory (DFT)
methodDensity Functional Theory (DFT) is a quantum mechanical method used to investigate the electronic structure of atoms, molecules, and condensed phases.
Learn moreDocking
methodMolecular docking is a computational technique used to predict the preferred orientation of a ligand to a target (usually to a pre-defined site).
Learn moreDrug Resistance
definitionDrug resistance is the reduction in effectiveness of a drug in curing a disease or condition, often due to genetic mutations or adaptive changes in the...
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Electrostatic Potential Maps
definitionAn Electrostatic Potential (ESP) map is a visual representation of the electrostatic potential generated by a molecule in three-dimensional space.
Learn moreEnergy Minimization
methodEnergy minimization is a computational technique used to find the lowest energy conformation of a molecular structure by adjusting the positions of its...
Learn moreEnsemble Docking
methodEnsemble docking is a computational technique used in drug discovery to account for the flexibility and dynamic nature of protein structures when...
Learn moreEnsemble-based Virtual Screening
methodEnsemble-Based Virtual Screening (EB-VS) uses docking against multiple conformations of a target protein—often derived from molecular dynamics...
Learn moreEpigenetic Targets
definitionEpigenetic targets are proteins and enzymes that regulate gene expression through reversible modifications to DNA, histones, or associated proteins...
Learn moreF
Force Fields
definitionForce fields are mathematical models used to describe the potential energy of a system of atoms or molecules.
Learn moreFragment-Based Drug Design (FBDD)
methodFragment-Based Drug Design (FBDD) is a method in drug discovery where chemical fragments up to 17 heavy atoms are used as starting points for developing...
Learn moreFree Energy Calculations
methodFree energy calculations are used to estimate changes in free energy associated with molecular processes, such as ligand binding, protein folding, and...
Learn moreH
High-Throughput Screening (HTS)
methodHigh-throughput screening (HTS) is an experimental technique that enables the rapid testing of thousands to millions of compounds for biological activity...
Learn moreHit-to-lead (H2L) Optimization
fieldHit-to-Lead (H2L) optimization is a critical phase in the drug discovery process where initial "hit" compounds, identified through high-throughput...
Learn moreHomology Modeling
methodHomology modeling, also known as comparative modeling, is a computational technique used to predict the three-dimensional structure of a protein based on...
Learn moreL
Ligand
definitionLigands are molecules that bind to specific sites on a target protein.
Learn moreLigand Efficiency (LE)
definitionFor a given series, Ligand Efficiency (LE) can be used as a metric in drug discovery to evaluate the binding energy of a ligand relative to its size.
Learn moreLipophilicity
definitionLipophilicity refers to the chemical property of a molecule that describes its ability to dissolve in fats, oils, lipids, and non-polar solvents versus...
Learn moreM
Metadynamics
methodMetadynamics is an enhanced sampling technique used in molecular dynamics (MD) simulations to efficiently explore the free energy landscape of molecular...
Learn moreMM/PBSA and MM/GBSA
methodMM/PBSA (Molecular Mechanics/Poisson–Boltzmann Surface Area) and MM/GBSA (Molecular Mechanics/Generalized Born Surface Area) are computational methods...
Learn moreMolecular Descriptors
definitionMolecular descriptors are quantitative representations of molecular properties that can be derived from the chemical structure of a compound.
Learn moreMolecular Dynamics (MD) Simulations
methodMolecular Dynamics (MD) simulations is a computational technique used to study the physical movements of atoms over time.
Learn moreMolecular Mechanics (MM)
methodMolecular Mechanics (MM) is a computational approach used to model the physical movements and interactions of atoms and molecules.
Learn moreP
Pharmacophore Modeling
methodPharmacophore modeling is used to identify and represent the essential features of a molecule that are necessary for binding or activity.
Learn morePolypharmacology
fieldPolypharmacology is the concept of designing or identifying drugs that interact with multiple biological targets rather than a single specific target.
Learn moreProtein-Ligand Interactions
definitionProtein-ligand interactions refer to the binding between a protein and a ligand, which can be a small molecule, peptide, or another protein.
Learn moreProtein-Protein Interactions (PPIs)
definitionProtein-protein interactions (PPIs) are the physical contacts established between two or more protein molecules as a result of biochemical events and/or...
Learn moreQ
QSAR (Quantitative Structure-Activity Relationship)
methodQuantitative Structure-Activity Relationship (QSAR) is a computational technique that models the relationship between the chemical structure of compounds...
Learn moreQuantum Mechanics/Molecular Mechanics (QM/MM)
methodQuantum Mechanics/Molecular Mechanics (QM/MM) is a computational technique that combines quantum mechanical (QM) and molecular mechanical (MM) methods to...
Learn moreR
Reactive Oxygen Species (ROS)
definitionReactive oxygen species (ROS) are chemically reactive molecules that contain oxygen, such as superoxide anion (O₂⁻), hydrogen peroxide (H₂O₂), and...
Learn moreRetrosynthetic Analysis
methodLigand design requires molecules to be synthetically accessible.
Learn moreS
SMILES (Simplified Molecular Input Line Entry System)
definitionSMILES is a specification for describing the structure of chemical molecules using short ASCII strings.
Learn moreStructure-Based Drug Design (SBDD)
methodStructure-Based Drug Design is a method of drug discovery that relies on the three-dimensional structure of a target protein obtained through techniques...
Learn moreT
Therapeutic Index
definitionThe therapeutic index (TI) is a quantitative measure that compares the amount of a therapeutic agent that causes the desired effect to the amount that...
Learn moreThermodynamic Cycles
definitionThermodynamic cycles are conceptual tools used in computational chemistry and drug discovery to relate different states of a molecular system through a...
Learn morePut These Concepts into Practice
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