Author

Simon Perathoner

Max Planck Institute for Heart and Lung ResearchORCID 0000-0003-4779-7259Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Molecular Biology· 2

Signature Assays, Organisms & Methods

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Organism:zebrafish· 2 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:metabolomics· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexander D. Crawford· 2 shared María Lorena Cordero-MaldonadoiD· 2 shared Ursula Heins-MarroquiniD· 2 shared Anaïs CarpentieriD· 1 shared Annemarie H. MeijeriD· 1 shared Carla MerinoiD· 1 shared Carole L. LinsteriD· 1 shared Christian JägeriD· 1 shared

Activity by Year

2019-2024 · peak 1/yr

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10 top collaborators · 39 mutual co-author links

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2 shared papersMolecular Biology

Alexander D. Crawford

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2 papers

Recent·Most cited

Molecular BiologyLife Science AlliancePeer-reviewedJan 9, 2024

CLN3 deficiency leads to neurological and metabolic perturbations during early development

Ursula Heins-Marroquin, Randolph R. Singh, Simon Perathoner…·Carole L. Linster

This study shows that CLN3 deficiency in zebrafish leads to metabolic changes, including GPD accumulation and BMP reduction, and confirms these findings in human stem cell models.

20 citationstop 3%

zebrafishmetabolomics

𝕏 PostBluesky

Molecular BiologyPLoS ONEPeer-reviewedJan 7, 2019

Deep learning image recognition enables efficient genome editing in zebrafish by automated injections

María Lorena Cordero-Maldonado, Simon Perathoner, K.-J. van der Kolk…·Jan de Sonneville

This paper develops a deep learning system for automated microinjection in zebrafish embryos, achieving efficiency comparable to manual methods and enabling high-throughput genome editing.

31 citations

zebrafishdeep learning

𝕏 PostBluesky