HCA Data Explorer

Single-cell RNA-seq analysis throughout a 125-day differentiation protocol that converted H1 human embryonic stem cells to a variety of ventrally-derived cell types.

Access Granted
Updated November 15, 2021

Diverse cell types are produced from dorsal and ventral regions of the developing neural tube. In this study we describe a system for generating human inhibitory interneurons by ventralizing human embryonic stem cells in vitro and characterizing the gene expression of the cell types produced over time. We engineered a DCX-Citrine/Y hESC line to sort and characterize progenitor and neuron transcriptomics separately at both the subpopulation and single cell level. The cells generated in vitro were compared to similar populations present in human fetal brain samples by mapping gene expression data from human fetal cells onto the principal component analysis (PCA) space of in vitro-derived populations. Weighted gene co-expression network analysis (WGCNA) was used to determine the discreet cell types present at D24, D54, D100 and D125 of culture, and describe the gene expression changes that occur in progenitor and neuron populations over time. Immature lateral ganglionic eminence and medial ganglionic eminence cells are present at early timepoints, along with MGE-like and dorsal pallium-like neuronal progenitors. At later timepoints we observe the emergence of SST-expressing interneurons, as well as oligodendrocyte and astrocyte progenitors. We also identified genes that were upregulated in somatostatin-expressing interneurons as they mature. The transcriptomes of 1732 ventralized single cells were profiled by SmartSeq2 at different timepoints throughout a 125-day differentiation protocol that converted H1 human embryonic stem cells to a variety of ventrally-derived cell types.

None
Jennie Close1
Zizhen Yao1
Boaz Levi1
Jeremy Miller1
Trygve Bakken1
Vilas Menon1
Jonathan Ting1
Abigail Wall1
Anne-Rachel Krogstag1
Elliot Thomsen1
Angel Nelson1
John Mich1
Rebecca Hodge1
Soraya Shehata1
Ian Glass1
Susan Bort1
Nadiya Shapovalova1
Olivia Fong1
Kiet Ngo1
Joshua Grimley1
John Phillips1
Carol Thompson1
Sharad Ramanathan1
Ed Lein1
1The Allen Institute for Brain Science
Laura Huerta
Matthew Green

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/2043c65a-1cf8-4828-a656-9e247d4e64f1

Supplementary links are provided by contributors and represent items such as additional data which can’t be hosted here; code that was used to analyze this data; or tools and visualizations associated with this specific dataset.

1.https://www.ebi.ac.uk/gxa/sc/experiments/E-GEOD-93593/Results
INSDC Project Accessions:GEO Series Accessions:INSDC Study Accessions:Array Express Accessions:

Atlas

None

Analysis Portals

UCSC Cell BrowserUCSC Cell Browser

Project Label

Single cell RNAseq characterization of cell types produced over time in an in vitro model of human inhibitory interneuron differentiation.

Species

Homo sapiens

Sample Type

cellLines

Anatomical Entity

embryo

Organ Part

blastocyst

Selected Cell Types

inhibitory interneuron

Model Organ

brain

Disease Status (Specimen)

normal

Disease Status (Donor)

normal

Development Stage

human embryonic stage

Library Construction Method

Smart-seq2

Nucleic Acid Source

single cell

Paired End

true

Analysis Protocol

MultiSampleSmartSeq2_v2.2.6, SmartSeq2SingleSample_v5.1.5

File Format

6 file formats

Cell Count Estimate

Unspecified

Donor Count

1
bai1,733 file(s)bam1,733 file(s)csv1 file(s)csv.gz2 file(s)fastq.gz3,466 file(s)loom1 file(s)