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Feature query - molecular fingerprints and library diversity [message #951] Mon, 15 June 2020 17:06 Go to next message
SM2020
Messages: 9
Registered: June 2020
Location: UK
Junior Member
Hi,
Is there a way in Datawarrior (using any defined molecular fingerprint/descriptor) to...

1) derive the total number of fingerprints used to describe/make-up a compound library

2) tabulate the number of times a fingerprint is applied to a given structure within the library (i.e. proportional abundance)?

Came across an interesting way of describing/comparing library diversity in the literature (DOI: 10.3390/molecules24152838) but have no idea how to practically implement. Any suggestions/help appreciated.

Many thanks
Re: Feature query - molecular fingerprints and library diversity [message #952 is a reply to message #951] Mon, 15 June 2020 21:26 Go to previous messageGo to next message
thomas is currently offline  thomas
Messages: 502
Registered: June 2014
Senior Member
I am not sure, whether I correctly understand your questions. Is it the following?

1) How many distinct descriptors do we have within a given compound library?

The topological descriptors in DataWarrior are comprised of 512 or even 1024 fragments or hash codes derived from fragments. Therefore, different structures usually have different combinations of contained fragments and, therefore, different descriptors. Except for very rare cases the number of different compounds is equal to the number of different descriptors. By creating a list of duplicate structures or removing duplicate structures you can easily determine the number of distinct structures, which usually is the number of distinct descriptors. You may use a trick make the encoded descriptor visible and to directly remove rows with duplicate descriptors: open the dwar file in a text editor and remove the four column property lines of a descriptor column, which look like this:
<columnName="FragFp">
<columnProperty="parent Structure">
<columnProperty="specialType FragFp">
<columnProperty="version 1.2.1">

After removing these lines, DataWarrior does not know anymore that the column contains descriptors that are associated to the chemical structure. Instead it shows the text encoded descriptors in a visible column, which you can use to remove duplicates.
It depends on the descriptor, whether some very similar structures actually end up with the same descriptor. The simple descriptors do not use stereo-chemistry. Therefore, different stereo isomers indeed have the same descriptor. The SkeletonSpheres descriptor does not have these issues and you will have a hard time finding two different molecules that have an identical SkeletonSpheres.


Or do you ask this?

1) How many of the 227787 fragments listed in the paper (or any other fragment collection) are a substructure of at least one compound of a given compound collection?

2) Create a list of fragments found in a given molecule including the count?

Both cannot be done with DataWarrior. But with a little Java programming using the open-source framework OpenChemLib that wouldn't be a big undertaking.

Please le tme know, if I misinterpreted your question.

Thomas
Re: Feature query - molecular fingerprints and library diversity [message #961 is a reply to message #952] Sat, 20 June 2020 11:31 Go to previous message
SM2020
Messages: 9
Registered: June 2020
Location: UK
Junior Member
Apologies for the late reply.
Thanks for looking into this Thomas - the latter of your questions are more what I had in mind.
Thanks.
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