Author

M.-A. Trapotsi

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Cell Biology· 1 Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Approach:machine learning (classical)· 2 Research Focus:cell type annotation· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:microscopy & imaging analysis· 1

Frequent Co-Authors

A. Bender· 2 shared A. E. Carpenter· 1 shared A. Martinsson· 1 shared E. Mouchet· 1 shared E. Mullers· 1 shared F. Miljkovic· 1 shared G. Williams· 1 shared I. Barrett· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 31 mutual co-author links

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2 shared papersCell Biology

A. Bender

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

A Decade in a Systematic Review: The Evolution and Impact of Cell Painting

S. Seal, M.-A. Trapotsi, O. Spjuth, S. Singh, J. Carreras-Puigvert, N. Greene, A. Bender, A. E. Carpenter

This paper reviews methodological advancements in Cell Painting over a decade, highlighting improvements in protocols, feature extraction, and machine learning applications for biological insights.

bioRxiv · May 4, 2024 · PreprintCell Biology

Cell morphological profiling enables high-throughput screening for PROteolysis TArgeting Chimera (PROTAC) phenotypic signature

K. Moreau, M.-A. Trapotsi, E. Mouchet, G. Williams, T. Monteverde, K. Juhani, R. Turkki, F. Miljkovic, A. Martinsson, L. Mervin, E. Mullers, I. Barrett, O. Engkvist, A. Bender

This study uses cell morphological profiling to identify phenotypic signatures of PROTACs, revealing mitotoxicity that cannot be predicted from individual components.

bioRxiv · Jan 17, 2022Pharmacology & Toxicology