Author

Margaux Bilay

Centre National de la Recherche ScientifiqueORCID 0009-0008-8737-5441Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Biophysics· 1 Immunology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell signaling & trafficking· 2 Approach:experimental assay· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Anne BrelotiD· 1 shared Deepika Kumari Gola· 1 shared Elke ZiskaiD· 1 shared Giacomo NardiiD· 1 shared Jean‐Christophe Olivo‐MaríniD· 1 shared Marcus J. TayloriD· 1 shared Matheus Santos Sano· 1 shared Niranjan A. SrikanthiD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBiophysics

Anne BrelotORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BiophysicsiSciencePeer-reviewedSep 1, 2026

Characterizing particle dynamics in live imaging through stochastic physical models and machine learning

Giacomo Nardi, Matheus Santos Sano, Margaux Bilay…·Thibault Lagache

This paper develops a machine learning method to classify subdiffusive particle dynamics in live imaging, showing it can distinguish different motion behaviors and reveal how receptor dynamics relate to HIV-1 activity.

DOI 10.1016/j.isci.2026.117435

humanfluorescence / live-cell microscopy

𝕏 PostBluesky

ImmunologybioRxivPreprintDec 21, 2023

IRAK4 autophosphorylation controls inflammatory signaling by activating IRAK oligomerization

Niranjan A. Srikanth, Rafael Deliz‐Aguirre, Deepika Kumari Gola…·Marcus J. Taylor

This study shows IRAK4 auto-phosphorylation activates IRAK oligomerization, controlling inflammatory signaling by promoting DD domain assembly and downstream IL-1 signaling.

1 citation

experimental assaycell signaling & trafficking

𝕏 PostBluesky