Author

Mariatou Dramé

Institut PasteurORCID 0000-0001-8533-9262Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:host-pathogen & immune response· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Carmen BuchrieseriD· 1 shared Dmitry ErshoviD· 1 shared Francisco Javier García-RodrígueziD· 1 shared Jean-Yves TinéveziD· 1 shared Jessica E. MartyniD· 1 shared Pedro EscolliD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperMicrobiology

Carmen BuchrieserORCID

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1 paper

Recent·Most cited

Backtracking Metabolic Dynamics in Single Cells Predicts Bacterial Replication in Human Macrophages

Mariatou Dramé, Francisco Javier García-Rodríguez, Dmitry Ershov, Jessica E. Martyn, Jean-Yves Tinévez, Carmen Buchrieser, Pedro Escoll

The paper tracks metabolic dynamics in single human macrophages infected with Legionella pneumophila to predict bacterial replication with 83% accuracy using machine learning.

Nature Communications · Oct 16, 2025Peer-reviewedMicrobiology