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Image-Based Annotation of Chemogenomic Libraries for Phenotypic Screening

Phenotypical screening is a widely used approach in drug discovery for the identification of small molecules with cellular activities. However, functional annotation of identified hits often poses a challenge. The development of small molecules with narrow or exclusive target selectivity such as che...

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Autores principales: Tjaden, Amelie, Chaikuad, Apirat, Kowarz, Eric, Marschalek, Rolf, Knapp, Stefan, Schröder, Martin, Müller, Susanne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8878468/
https://www.ncbi.nlm.nih.gov/pubmed/35209227
http://dx.doi.org/10.3390/molecules27041439
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author Tjaden, Amelie
Chaikuad, Apirat
Kowarz, Eric
Marschalek, Rolf
Knapp, Stefan
Schröder, Martin
Müller, Susanne
author_facet Tjaden, Amelie
Chaikuad, Apirat
Kowarz, Eric
Marschalek, Rolf
Knapp, Stefan
Schröder, Martin
Müller, Susanne
author_sort Tjaden, Amelie
collection PubMed
description Phenotypical screening is a widely used approach in drug discovery for the identification of small molecules with cellular activities. However, functional annotation of identified hits often poses a challenge. The development of small molecules with narrow or exclusive target selectivity such as chemical probes and chemogenomic (CG) libraries, greatly diminishes this challenge, but non-specific effects caused by compound toxicity or interference with basic cellular functions still pose a problem to associate phenotypic readouts with molecular targets. Hence, each compound should ideally be comprehensively characterized regarding its effects on general cell functions. Here, we report an optimized live-cell multiplexed assay that classifies cells based on nuclear morphology, presenting an excellent indicator for cellular responses such as early apoptosis and necrosis. This basic readout in combination with the detection of other general cell damaging activities of small molecules such as changes in cytoskeletal morphology, cell cycle and mitochondrial health provides a comprehensive time-dependent characterization of the effect of small molecules on cellular health in a single experiment. The developed high-content assay offers multi-dimensional comprehensive characterization that can be used to delineate generic effects regarding cell functions and cell viability, allowing an assessment of compound suitability for subsequent detailed phenotypic and mechanistic studies.
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spelling pubmed-88784682022-02-26 Image-Based Annotation of Chemogenomic Libraries for Phenotypic Screening Tjaden, Amelie Chaikuad, Apirat Kowarz, Eric Marschalek, Rolf Knapp, Stefan Schröder, Martin Müller, Susanne Molecules Article Phenotypical screening is a widely used approach in drug discovery for the identification of small molecules with cellular activities. However, functional annotation of identified hits often poses a challenge. The development of small molecules with narrow or exclusive target selectivity such as chemical probes and chemogenomic (CG) libraries, greatly diminishes this challenge, but non-specific effects caused by compound toxicity or interference with basic cellular functions still pose a problem to associate phenotypic readouts with molecular targets. Hence, each compound should ideally be comprehensively characterized regarding its effects on general cell functions. Here, we report an optimized live-cell multiplexed assay that classifies cells based on nuclear morphology, presenting an excellent indicator for cellular responses such as early apoptosis and necrosis. This basic readout in combination with the detection of other general cell damaging activities of small molecules such as changes in cytoskeletal morphology, cell cycle and mitochondrial health provides a comprehensive time-dependent characterization of the effect of small molecules on cellular health in a single experiment. The developed high-content assay offers multi-dimensional comprehensive characterization that can be used to delineate generic effects regarding cell functions and cell viability, allowing an assessment of compound suitability for subsequent detailed phenotypic and mechanistic studies. MDPI 2022-02-21 /pmc/articles/PMC8878468/ /pubmed/35209227 http://dx.doi.org/10.3390/molecules27041439 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Tjaden, Amelie
Chaikuad, Apirat
Kowarz, Eric
Marschalek, Rolf
Knapp, Stefan
Schröder, Martin
Müller, Susanne
Image-Based Annotation of Chemogenomic Libraries for Phenotypic Screening
title Image-Based Annotation of Chemogenomic Libraries for Phenotypic Screening
title_full Image-Based Annotation of Chemogenomic Libraries for Phenotypic Screening
title_fullStr Image-Based Annotation of Chemogenomic Libraries for Phenotypic Screening
title_full_unstemmed Image-Based Annotation of Chemogenomic Libraries for Phenotypic Screening
title_short Image-Based Annotation of Chemogenomic Libraries for Phenotypic Screening
title_sort image-based annotation of chemogenomic libraries for phenotypic screening
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8878468/
https://www.ncbi.nlm.nih.gov/pubmed/35209227
http://dx.doi.org/10.3390/molecules27041439
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