Author

Maxime Estavoyer

Centre National de la Recherche ScientifiqueORCID 0000-0003-0292-594XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biophysics· 1 Genetic & Genomic Medicine· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 3 Research Focus:differential expression· 2 Organism:human· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Assay:DNA methylation· 1

Frequent Co-Authors

Barbara HeudeiD· 1 shared Basile Jumentier· 1 shared Claire-Cécile Barrot· 1 shared Grégoire RansoniD· 1 shared Johanna LepeuleiD· 1 shared Jörg TostiD· 1 shared Marion Dufeu· 1 shared Matthias MerkeliD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 17 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Barbara HeudeORCID

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3 papers

Recent·Most cited

BiophysicsbioRxivPreprintOct 9, 2026

Quantification of cellular contributions to multi-cellular pattern formation

Maxime Estavoyer, Michael L. Zhao, Matthias Merkel

This paper introduces a geometric method to quantify individual cellular processes' contributions to multi-cellular pattern formation using synthetic and experimental data.

DOI 10.64898/2026.10.08.757240

statistical modelbenchmarking

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Systems BiologyBMC BioinformaticsPeer-reviewedAug 20, 2024

Modeling relaxation experiments with a mechanistic model of gene expression

Maxime Estavoyer, Marion Dufeu, Grégoire Ranson…·Thomas Lepoutre

The paper models relaxation experiments using a mechanistic gene expression model with a proliferation term, showing good agreement with experimental data on CD34 antigen distribution.

DOI 10.1186/s12859-024-05816-4

humanbulk RNA-seq

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Genetic & Genomic MedicineEnvironmental Health PerspectivesPeer-reviewedApr 1, 2023

High Dimensional Mediation Analysis: a new method applied to maternal smoking, placental DNA methylation and birth outcomes

Basile Jumentier, Claire-Cécile Barrot, Maxime Estavoyer…·Johanna Lepeule

The paper develops HDMAX2, a method for high-dimensional mediation analysis, and applies it to study the indirect effects of maternal smoking on birth outcomes via placental DNA methylation.

19 citations

humanDNA methylation

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