Van sequentie naar functie naar begrip: het modelleren van enhancers en genregulatienetwerken en het extraheren van voor de mens interpreteerbare kenmerken.

Precise, robust and evolutionary conserved mechanisms underlie the ontogeny of cellular identities. Enhancers play a major role in this, by regulating the expression of key factors involved in cell fate decisions in a precise temporal (i.e. at a specific point of time) and spatial (i.e. in specific cell types) manner. The properties of enhancers have been vastly documented, still the fundamental molecular mechanisms (i.e. enhancer logic) underlying its functional properties remain unknown to a great extent. The aim of this project is to decipher enhancer logic underlying cell fate decisions and pattern formation in human development. To this end we will make use of two in vitro model systems for human development; the differentiating neural crest and the developing neural tube organoid. In these systems we will profile single-cell chromatin accessibility and gene expression at several time points. Artificial intelligence will be used to identify enhancers and their architecture from this data. The latter will be validated using in vitro massively parallel enhancer reporter assays and perturbation studies. This project will provide important resources and a framework to understand human mutations; particularly single-cell multi-omics data of the developing human neural crest and neural tube and a genome-wide map of the underlying enhancer logic. It will also provide fundamental insight into the molecular functioning and architecture of human enhancers.

Publication Details

Journal
Lirias (KU Leuven)
Published
2025-12-04
Primary Topic
Developmental Biology and Gene Regulation
Type
article
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article

Van sequentie naar functie naar begrip: het modelleren van enhancers en genregulatienetwerken en het extraheren van voor de mens interpreteerbare kenmerken.

Lirias (KU Leuven)
Developmental Biology and Gene Regulation
article

Van sequentie naar functie naar begrip: het modelleren van enhancers en genregulatienetwerken en het extraheren van voor de mens interpreteerbare kenmerken.

article en

Abstract

Precise, robust and evolutionary conserved mechanisms underlie the ontogeny of cellular identities. Enhancers play a major role in this, by regulating the expression of key factors involved in cell fate decisions in a precise temporal (i.e. at a specific point of time) and spatial (i.e. in specific cell types) manner. The properties of enhancers have been vastly documented, still the fundamental molecular mechanisms (i.e. enhancer logic) underlying its functional properties remain unknown to a great extent. The aim of this project is to decipher enhancer logic underlying cell fate decisions and pattern formation in human development. To this end we will make use of two in vitro model systems for human development; the differentiating neural crest and the developing neural tube organoid. In these systems we will profile single-cell chromatin accessibility and gene expression at several time points. Artificial intelligence will be used to identify enhancers and their architecture from this data. The latter will be validated using in vitro massively parallel enhancer reporter assays and perturbation studies. This project will provide important resources and a framework to understand human mutations; particularly single-cell multi-omics data of the developing human neural crest and neural tube and a genome-wide map of the underlying enhancer logic. It will also provide fundamental insight into the molecular functioning and architecture of human enhancers.

Lirias (KU Leuven)
Partnerships for the goals
Openalex Percentile: Top 38%
Developmental Biology and Gene Regulation
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Van sequentie naar functie naar begrip: het modelleren van enhancers en genregulatienetwerken en het extraheren van voor de mens interpreteerbare kenmerken. · Lirias (KU Leuven) (2025) | TGRS Research Map | TGRS