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An Automated, Open-Source Workflow for the Generation of (3D) Fragment Libraries

[Image: see text] The recent success of fragment-based drug discovery (FBDD) is inextricably linked to adequate library design. To guide the design of our fragment libraries, we have constructed an automated workflow in the open-source KNIME software. The workflow considers chemical diversity and no...

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Autores principales: Dekker, Tom, Janssen, Mathilde A. C. H., Sutherland, Christina, Aben, Rene W. M., Scheeren, Hans W., Blanco-Ania, Daniel, Rutjes, Floris P. J. T., Wijtmans, Maikel, de Esch, Iwan J. P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10184156/
https://www.ncbi.nlm.nih.gov/pubmed/37197454
http://dx.doi.org/10.1021/acsmedchemlett.2c00503
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author Dekker, Tom
Janssen, Mathilde A. C. H.
Sutherland, Christina
Aben, Rene W. M.
Scheeren, Hans W.
Blanco-Ania, Daniel
Rutjes, Floris P. J. T.
Wijtmans, Maikel
de Esch, Iwan J. P.
author_facet Dekker, Tom
Janssen, Mathilde A. C. H.
Sutherland, Christina
Aben, Rene W. M.
Scheeren, Hans W.
Blanco-Ania, Daniel
Rutjes, Floris P. J. T.
Wijtmans, Maikel
de Esch, Iwan J. P.
author_sort Dekker, Tom
collection PubMed
description [Image: see text] The recent success of fragment-based drug discovery (FBDD) is inextricably linked to adequate library design. To guide the design of our fragment libraries, we have constructed an automated workflow in the open-source KNIME software. The workflow considers chemical diversity and novelty of the fragments, and can also take into account the three-dimensional (3D) character. This design tool can be used to create large and diverse libraries but also to select a small number of representative compounds as a focused set of unique screening compounds to enrich existing fragment libraries. To illustrate the procedures, the design and synthesis of a 10-membered focused library is reported based on the cyclopropane scaffold, which is underrepresented in our existing fragment screening library. Analysis of the focused compound set indicates significant shape diversity and a favorable overall physicochemical profile. By virtue of its modular setup, the workflow can be readily adjusted to design libraries that focus on properties other than 3D shape.
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spelling pubmed-101841562023-05-16 An Automated, Open-Source Workflow for the Generation of (3D) Fragment Libraries Dekker, Tom Janssen, Mathilde A. C. H. Sutherland, Christina Aben, Rene W. M. Scheeren, Hans W. Blanco-Ania, Daniel Rutjes, Floris P. J. T. Wijtmans, Maikel de Esch, Iwan J. P. ACS Med Chem Lett [Image: see text] The recent success of fragment-based drug discovery (FBDD) is inextricably linked to adequate library design. To guide the design of our fragment libraries, we have constructed an automated workflow in the open-source KNIME software. The workflow considers chemical diversity and novelty of the fragments, and can also take into account the three-dimensional (3D) character. This design tool can be used to create large and diverse libraries but also to select a small number of representative compounds as a focused set of unique screening compounds to enrich existing fragment libraries. To illustrate the procedures, the design and synthesis of a 10-membered focused library is reported based on the cyclopropane scaffold, which is underrepresented in our existing fragment screening library. Analysis of the focused compound set indicates significant shape diversity and a favorable overall physicochemical profile. By virtue of its modular setup, the workflow can be readily adjusted to design libraries that focus on properties other than 3D shape. American Chemical Society 2023-05-02 /pmc/articles/PMC10184156/ /pubmed/37197454 http://dx.doi.org/10.1021/acsmedchemlett.2c00503 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Dekker, Tom
Janssen, Mathilde A. C. H.
Sutherland, Christina
Aben, Rene W. M.
Scheeren, Hans W.
Blanco-Ania, Daniel
Rutjes, Floris P. J. T.
Wijtmans, Maikel
de Esch, Iwan J. P.
An Automated, Open-Source Workflow for the Generation of (3D) Fragment Libraries
title An Automated, Open-Source Workflow for the Generation of (3D) Fragment Libraries
title_full An Automated, Open-Source Workflow for the Generation of (3D) Fragment Libraries
title_fullStr An Automated, Open-Source Workflow for the Generation of (3D) Fragment Libraries
title_full_unstemmed An Automated, Open-Source Workflow for the Generation of (3D) Fragment Libraries
title_short An Automated, Open-Source Workflow for the Generation of (3D) Fragment Libraries
title_sort automated, open-source workflow for the generation of (3d) fragment libraries
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10184156/
https://www.ncbi.nlm.nih.gov/pubmed/37197454
http://dx.doi.org/10.1021/acsmedchemlett.2c00503
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