Wednesday, 22 August 2012

Transforming molecules into...well...other molecules

It's fairly straightforward to filter structures by SMARTS patterns using Open Babel, but how about if you want to transform all occurences of a particular substructure into something else? This may be useful for structure cleanup, tautomer normalisation, or even to carry out a reaction in silico.

Anyhoo, that's enough background. Let's suppose we want to hydrogenate all instances of C=C and C=O. Just copy and paste the following into the end of plugindefines.txt:
OpTransform
hydrogenate      # ID used for commandline option
*                # Asterisk means "no datafile specified"
Hydrogenate C=C and C=O double bonds
TRANSFORM [C:1]=[C:2] >> [C:1][C:2]
TRANSFORM [C:1]=[O:2] >> [C:1][O:2]
This gives a new obabel option, --hydrogenate, that will do the job:
C:\Tools\tmp>obabel -L ops
...
hydrogenate    Hydrogenate C=C and C=O double bonds
...
C:\Tools\tmp>obabel -:C=C -osmi --hydrogenate
CC
C:\Tools\tmp>obabel -:O=CSC=CC=S -osmi --hydrogenate
OCSCCC=S
Notes:
(1) This works best in the latest SVN as Chris sorted out some longstanding bugs.
(2) I've just enabled this in Python where it works as follows:
import pybel
transform = pybel.ob.OBChemTsfm()
success = transform.Init("[C:1]=[C:2]", "[C:1][C:2]")
assert success
mol = pybel.readstring("smi", "C=C")
transform.Apply(mol.OBMol)
assert mol.write("smi").rstrip() == "CC"

4 comments:

  1. It's funny that you posted this today, since I ran into Evan Bolton (of PubChem) who said that in the next few months, they're going to release a set of normalization transforms.

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  2. What is the relevance of this? That is, why make this an OB option? Is this very common then? Or is this more to just demo the plugin framework?

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  3. I haven't added this option to the codebase. The example is just a demo, not so much of the plugin framework, but of how to carry out a transformation with OB. There's no other way (beyond using the API, as shown in the Python example).

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  4. OpenBabel has lacked good support for reactions and transformations for a long time. (I actually started taking an interest in OB nine years ago because I had a need for them.) It is true that the feature demonstrated here by Noel is a bit obscure and I have been playing with more obvious ways for doing transformations (SMIRKS). The lack of a working '.' functionality in the SMARTS parser is a barrier proving difficult to put right. A 2D depiction of a reaction (and sets of reactions) is also needed and illustrates a common problem - it would have been better to design it in from the beginning.

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