Tuesday, August 27, 2013

Aligning PDB structures with Biopython

You can use the Bio.PDB module in Biopython to align PDB files. This is how I did it. The code should be pretty much self-explanatory.

In this example I align the crystal structure of Ubiquitin (PDB code: 1UBQ) to the first structure of a corresponding NMR ensemble (PDB code: 1D3Z, see picture below).


# The MIT License
#
# Copyright (c) 2010-2016 Anders S. Christensen
#
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# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
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# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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# THE SOFTWARE.
import Bio.PDB
# Select what residues numbers you wish to align
# and put them in a list
start_id = 1
end_id = 70
atoms_to_be_aligned = range(start_id, end_id + 1)
# Start the parser
pdb_parser = Bio.PDB.PDBParser(QUIET = True)
# Get the structures
ref_structure = pdb_parser.get_structure("reference", "1D3Z.pdb")
sample_structure = pdb_parser.get_structure("samle", "1UBQ.pdb")
# Use the first model in the pdb-files for alignment
# Change the number 0 if you want to align to another structure
ref_model = ref_structure[0]
sample_model = sample_structure[0]
# Make a list of the atoms (in the structures) you wish to align.
# In this case we use CA atoms whose index is in the specified range
ref_atoms = []
sample_atoms = []
# Iterate of all chains in the model in order to find all residues
for ref_chain in ref_model:
# Iterate of all residues in each model in order to find proper atoms
for ref_res in ref_chain:
# Check if residue number ( .get_id() ) is in the list
if ref_res.get_id()[1] in atoms_to_be_aligned:
# Append CA atom to list
ref_atoms.append(ref_res['CA'])
# Do the same for the sample structure
for sample_chain in sample_model:
for sample_res in sample_chain:
if sample_res.get_id()[1] in atoms_to_be_aligned:
sample_atoms.append(sample_res['CA'])
# Now we initiate the superimposer:
super_imposer = Bio.PDB.Superimposer()
super_imposer.set_atoms(ref_atoms, sample_atoms)
super_imposer.apply(sample_model.get_atoms())
# Print RMSD:
print super_imposer.rms
# Save the aligned version of 1UBQ.pdb
io = Bio.PDB.PDBIO()
io.set_structure(sample_structure)
io.save("1UBQ_aligned.pdb")
view raw align.py hosted with ❤ by GitHub

8 comments:

  1. The resembling of the codes towards the queries and the theories also been of the more interesting that this sometimes become difficult to sort out those of the aligning options to your side. research papers writing

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  2. Good informative post, thanks for sharing.

    ReplyDelete
  3. It was already believed that among the aligning and pdb structures you will of course find it quite efficient and comfortable to you is that those are useful with certain aspects, so it would be so good to go further. assignment help australia

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  4. back in mild of which that is the most crucial parting the tale sup I'm not so much beyond any query how this is going to turn out yet I will doubtlessly without doubt put links down below for like a course of Halocel
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  5. Got the answer and Thanks for your information. File names should be given in small letters,like 1ubq.pdb

    ReplyDelete
  6. This doesn't work. The source code has bugs.

    ReplyDelete