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Series GSE149077 Query DataSets for GSE149077
Status Public on Nov 08, 2021
Title Changing the Waddington landscape to control mesendoderm competence -- ATAC-seq
Organism Homo sapiens
Experiment type Genome binding/occupancy profiling by high throughput sequencing
Summary As pluripotent human embryonic stem cells progress towards one germ layer fate, they lose the ability to adopt alternative fates. It is unknown how the cells’ competence for these alternative fates changes along their developmental trajectory or if this competence can be modulated. Here, we show that a differentiating stem cell’s probability of adopting a mesendodermal fate when given the appropriate signal falls sharply at a specific point along the ectodermal trajectory, and we further demonstrate that this point can be moved using genetic perturbations. Using a low-dimensional reaction coordinate to monitor progression towards ectoderm, we can determine the probability that individual cells at different points along this path can transition to the mesendodermal fate upon BMP4 and Activin A signal exposure. Knowing this probability allows us to prospectively isolate and profile differentiating cells based on their mesendoderm competence. Analysis and validation of these RNA-seq and ATAC-seq profiles identified transcription factors that can independently control the cell’s mesendoderm competence and its progression along the ectodermal developmental trajectory. In the classical picture of a Waddington landscape, these effects correspond to altering the barrier between fates and changing the cell’s location on the landscape, respectively. The ability of the underlying gene regulatory network to modulate these two aspects of the developmental landscape could allow separate control of the dynamics of differentiation and tissue size proportions.
 
Overall design ATAC-seq profiling of hESCs before and after they lose mesendoderm competence during ectoderm-differentiation, alongside a mesendoderm-derived outgroup to aid in the identification of fate-specific changes
 
Contributor(s) Valcourt JR, Huang R, Kundu S, Venkatasubramanian D, Kingston RE, Ramanathan S
Citation(s) 34758327
Submission date Apr 21, 2020
Last update date Dec 02, 2021
Contact name Sharad Ramanathan
E-mail(s) sharad@cgr.harvard.edu
Organization name Harvard University
Department Molecular and Cellular Biology
Lab Sharad Ramanathan's group
Street address 52 Oxford Street, Room 402
City Cambridge
State/province MA
ZIP/Postal code 02138
Country USA
 
Platforms (2)
GPL11154 Illumina HiSeq 2000 (Homo sapiens)
GPL16791 Illumina HiSeq 2500 (Homo sapiens)
Samples (9)
GSM4490153 pre_mesendo_competence_loss_ATACseq_rep1
GSM4490154 post_mesendo_competence_loss_ATACseq_rep1
GSM4490155 mesendo_derived_outgroup_ATACseq_rep1
This SubSeries is part of SuperSeries:
GSE149078 Changing the Waddington landscape to control mesendoderm competence
Relations
BioProject PRJNA627245
SRA SRP257800

Download family Format
SOFT formatted family file(s) SOFTHelp
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Supplementary file Size Download File type/resource
GSE149077_RAW.tar 1.9 Gb (http)(custom) TAR (of BW)
GSE149077_less_accessible_with_loss_of_competence.bed.gz 2.3 Kb (ftp)(http) BED
GSE149077_more_accessible_with_loss_of_competence.bed.gz 19.8 Kb (ftp)(http) BED
SRA Run SelectorHelp
Raw data are available in SRA
Processed data provided as supplementary file
Processed data are available on Series record

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