regsys
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regsys [2012/10/28 10:56] – [Stage C. Component separation] sanmark | regsys [2013/02/27 08:10] – rkiss | ||
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- | The mcule structure | + | The mcule database is curated by **MAC (Mcule Advanced Curation)** that involves a rigorous molecule |
- | **Key features:** high level data curation, stereochemical standardization, | + | ==== Quality is important ==== |
- | ===Registration challenges=== | + | The design of screening libraries and the development of predictive drug discovery models **all start with a high quality database**. Chemical correctness is crucial because mis-drawn and imperfectly defined structures result in incorrect models, misleading predictions and inconsistent hits. Problematic structures should therefore be eliminated at the earliest possible stage from a drug discovery pipeline. |
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+ | The mcule structure registration system is primarily designed to correctly handle chemical structures coming from different data sources, mainly from chemical suppliers, and load the structures into the mcule database. This is a non-trivial task which requires a careful structure check and preparation procedure. To reach a high curation level, the registration system should ensure database quality in terms of structure correctness, | ||
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+ | **All molecules with an MCULE ID have been processed by MAC**. User uploaded molecules are not processed by MAC by default. We will enable this option in future. | ||
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+ | **Key features:** high level data curation, stereochemical standardization, | ||
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+ | ==== Registration challenges | ||
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In the mcule system there are [[stereonotations|four stereo configuration types]]: absolute, relative, racemic and unknown (the “unknown” type is used to denote uncertain configurations, | In the mcule system there are [[stereonotations|four stereo configuration types]]: absolute, relative, racemic and unknown (the “unknown” type is used to denote uncertain configurations, | ||
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+ | {{ : | ||
Normalization is needed because certain configurations can be represented with multiple structures and/or [[stereonotations|stereo configuration types]]: replacing configurations around atoms and/or the configuration type can result in stereochemically equivalent structures. This can primarily happen when the configuration is only partially specified, containing atoms with both unknown/ | Normalization is needed because certain configurations can be represented with multiple structures and/or [[stereonotations|stereo configuration types]]: replacing configurations around atoms and/or the configuration type can result in stereochemically equivalent structures. This can primarily happen when the configuration is only partially specified, containing atoms with both unknown/ | ||
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In stage D we use a novelty check algorithm that is based on the InChI strings but can detect an even broader set of potential tautomers than a simple InChI comparison. The system is capable to fully prevent the registration of duplicates as long as they are prototopic tautomers. | In stage D we use a novelty check algorithm that is based on the InChI strings but can detect an even broader set of potential tautomers than a simple InChI comparison. The system is capable to fully prevent the registration of duplicates as long as they are prototopic tautomers. | ||
+ | {{ : | ||
==== Stage E & F. Multicomponent structure registration ==== | ==== Stage E & F. Multicomponent structure registration ==== | ||
//Summary: additional checks are performed, component types are assigned, and unique structures are registered with new mcule IDs assigned at the tautomer and protonation state independent (F) and dependent (G) levels (steps in the F & G stages are very similar)// | //Summary: additional checks are performed, component types are assigned, and unique structures are registered with new mcule IDs assigned at the tautomer and protonation state independent (F) and dependent (G) levels (steps in the F & G stages are very similar)// | ||
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In most cases the system is also capable of identifying the main components, which can serve as the input set for virtual screens. | In most cases the system is also capable of identifying the main components, which can serve as the input set for virtual screens. | ||
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+ | You can see below the index page of compound [[https:// | ||
+ | (uncertainty is marked by crossed double bond). Counter ions are marked, and component multiplicities are assigned correctly by the system. | ||
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+ | {{: |
regsys.txt · Last modified: 2013/10/19 11:36 by rkiss