Author

Katarzyna Pustelny

Jagiellonian UniversityORCID 0000-0001-8430-8608Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Molecular Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Assay:protein structure· 1

Frequent Co-Authors

Anna CzarnaiD· 2 shared Filipe MenezesiD· 2 shared Grzegorz M. PopowicziD· 2 shared Adam WahidaiD· 1 shared Agata BarzowskaiD· 1 shared Andreas HochhausiD· 1 shared Jan Maciej ZauchaiD· 1 shared Johannes Nissen-Meyer· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

Anna CzarnaORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintAug 1, 2025

Target Preference Maps: A machine learning model generalizing transferable drug-receptor interactions and guiding drug discovery

Filipe Menezes, Adam Wahida, Tony Fröhlich…·Grzegorz M. Popowicz

The paper introduces a machine learning model that learns spatial preference maps for drug-receptor interactions to guide drug discovery.

DOI 10.1101/2025.08.01.668090

protein structuremachine learning (classical)

𝕏 PostBluesky

Molecular BiologybioRxivPreprintJun 10, 2024

Curcumin Inhibition of DYRK Kinases

Filipe Menezes, Przemysław Grygier, Katarzyna Pustelny…·Anna Czarna

This paper investigates how curcumin interacts with DYRK1A and DYRK2 kinases, showing its potential to treat diabetes and cancer by modulating these proteins.

DOI 10.1101/2024.06.10.598318

𝕏 PostBluesky