what are the common types of data structures for biomolecular structure
There are several common types of data structures used for biomolecular structure analysis. Some of them include:
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3D Coordinate Systems: These data structures represent the spatial coordinates of atoms in a biomolecular structure. Examples include Cartesian coordinates (x, y, z) or spherical coordinates (r, θ, φ).
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Protein Data Bank (PDB) Files: PDB files are a common data format used to store biomolecular structures. They contain information about the atom coordinates, connectivity, and other metadata.
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Molecular Graphs: These data structures represent the connectivity between atoms in a biomolecule. They can be represented as adjacency matrices, adjacency lists, or edge lists.
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Molecular Dynamics Trajectories: Molecular dynamics simulations generate large amounts of data over time. Trajectories can be represented as time-series data structures, such as arrays or lists of atomic coordinates at each time step.
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Protein Structure Databases: These databases store and organize biomolecular structure information. Examples include the Protein Data Bank (PDB), Protein Data Bank in Europe (PDBe), and Research Collaboratory for Structural Bioinformatics (RCSB).
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Hierarchical Structures: Biomolecular structures often have hierarchical organization, with atoms forming residues, residues forming chains, and chains forming complexes. Tree-based data structures like hierarchical clustering or parse trees can represent this hierarchical organization.
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Distance Matrices: Distance matrices represent the pairwise distances between atoms or residues in a biomolecular structure. They can be represented as 2D arrays or matrices.
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Secondary Structure Assignments: Secondary structure elements like alpha helices and beta sheets can be represented using data structures like strings or arrays, where each element represents a residue and its assigned secondary structure.
These are just a few examples of the common data structures used in biomolecular structure analysis. The choice of data structure depends on the specific analysis or computational method being employed.
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