Doctoral thesis (Dissertations and theses)
Investigating the development of native and iPSC- derived murine retinae using single cell RNA and ATAC-Seq
Georges, Anouk
2023
 

Files


Full Text
PhDThesis_AG.pdf
Author postprint (83.31 MB)
Request a copy

All documents in ORBi are protected by a user license.

Send to



Details



Keywords :
retina, iPSC, retinal organoid, transcriptome, single-cell RNA-Seq, Reactome pathway, transcription factor, retinopathy, sc-RNA-Seq, ATAC-Seq
Abstract :
[en] We report the generation and analysis of single-cell RNA-Seq data (> 38,000 cells) from mouse native retinae and iPSC-derived retinal organoids at four matched stages of development spanning the emergence of the major retinal cell types. We combine information from temporal sampling, visualization of 3D UMAP manifolds, pseudo-time and RNA velocity analyses, to show that iPSC-derived organoids broadly recapitulate the native developmental trajectories. However, we observe relaxation of spatial and temporal transcriptome control, premature emergence and dominance of photoreceptor precursor cells, and susceptibility of dynamically regulated pathways and transcription factors to culture conditions in organoids. We demonstrate that genes causing human retinopathies are enriched in cell-type specifying genes and identify a subset of disease-causing genes with expression profiles that are highly conserved between human retinae and murine retinal organoids. We generate bulk ATAC-Seq data for native and iPSC-derived murine retinae identifying ~125,000 peaks. We combine single-cell RNA-Seq with ATAC-Seq information and obtain evidence that approximately half the transcription factors that are dynamically regulated during retinal development may act as repressors rather than activators. We propose that sets of activators and repressors with cell-type specific expression constitute “regulatory toggles” that lock cells in distinct transcriptome states underlying differentiation.
Research Center/Unit :
GIGA-AUHG - GIGA Cancer-Human Genetics - ULiège
GIGA Stem Cells-Molecular Regulation of Neurogenesis - ULiège
Disciplines :
Genetics & genetic processes
Author, co-author :
Georges, Anouk ;  Centre Hospitalier Universitaire de Liège - CHU > > Service d'ophtalmologie
Language :
English
Title :
Investigating the development of native and iPSC- derived murine retinae using single cell RNA and ATAC-Seq
Defense date :
21 June 2023
Number of pages :
168
Institution :
ULg - Université de Liège [Faculty of Medicine], Liège, Belgium
Degree :
PhD degree
Promotor :
Nguyen, Laurent  ;  Université de Liège - ULiège > Département des sciences biomédicales et précliniques ; Université de Liège - ULiège > GIGA > GIGA Stem Cells - Molecular Regulation of Neurogenesis
President :
Malgrange, Brigitte  ;  Université de Liège - ULiège > Département des sciences cliniques > Neurologie ; Université de Liège - ULiège > GIGA > GIGA Neurosciences
Secretary :
Coppieters, Wouter ;  Université de Liège - ULiège > GIGA > GIGA Platform Genomics
Jury member :
Rakic, Jean-Marie ;  Centre Hospitalier Universitaire de Liège - CHU > > Service d'ophtalmologie ; Université de Liège - ULiège > Département des sciences cliniques > Ophtalmologie
Seutin, Vincent  ;  Université de Liège - ULiège > Département des sciences biomédicales et précliniques > Pharmacologie ; Université de Liège - ULiège > GIGA > GIGA Neurosciences - Neurophysiology
Audo Isabelle;  Université Pierre et Marie Curie/CHNO des Quinze-Vingts > Centre de Recherche Institut de la Vision/UMR S 968 Inserm > Département de Génétique
De Baere Elfride;  UZ Gent - Ghent University Hospital [BE] > Department of Biomolecular Medecine > Center for Medical Genetics Ghent (CMGG)
Name of the research project :
Investigating the development of native and iPSC- derived murine retinae using single cell RNA and ATAC-Seq
Funders :
Fonds Léon Fredericq
Bayer AG
FRB - King Baudouin Foundation
Funding text :
Bayer Global Awards Ophthalmology Program (GOAP)
Available on ORBi :
since 29 June 2023

Statistics


Number of views
78 (5 by ULiège)
Number of downloads
1 (0 by ULiège)

Bibliography


Similar publications



Contact ORBi