Research

The Villoutreix Lab is an interdisciplinary research group interested in the development of new inference and machine learning methods for developmental biology. In particular, we focus on characterizing the origin of single cell heterogeneity within tissues from microscopy imaging and multi-omics data. One major question that drives our research is how to characterize the relationship between the geometry of cells in the gene expression space and the geometry of cells in physical tissue space.

We currently collaborate with several biology labs such as the Kelly lab (cardiac development) and the Bertrand lab (C. elegans) in Marseille, the Ghavi-Helm lab (Drosophila development) in Lyon. We also work closely with Mathematicians, Computer scientists and Physicists such as Paul Escande in Toulouse, Thierry Artières in Marseille and Raphael Clément in Marseille and within the AI4scMed consortium.

Previous international collaborations include Gunnar Carlsson at Stanford University, Stas Shvartsman at Princeton University, Eli Zelzer at the Weizmann Institute of Science and the Sbalzarini lab at the Center for Systems Biology Dresden.

Our group is hosted in the SysBioMed team led by Anais Baudot, and part of the Turing Center for Living Systems.

We are located at
Marseille Medical Genetics
Faculté de Médecine
27 Bd Jean Moulin
13005 Marseille
FRANCE