HCA Data Explorer

Single Cell RNA-Seq Analysis Reveals Fate Decision of Human Pre-cDC Determined by Transcription Factor Competition

Access Granted
Updated September 30, 2021

Classic dendritic cells (cDCs) play a central role in the immune system and consist of two major subsets: CD141+ cDC (cDC1) and CD1c+ cDC (cDC2). The pre-cDCs is the immediate precursors to both cDC subsets. Previous studies showed that there were two pre-committed pre-cDC subpopulations. However, the key molecular drivers of pre-commitment in human pre-cDCs were not investigated. To address this question, we performed both single cell and bulk RNA sequencing (RNA-seq) of two cDC subsets and pre-cDCs. We inferred a list of sixteen candidate master regulator transcriptional factors (TFs) that can indeed separate pre-cDCs into two sub-populations, with one close to cDC1 and the other close to cDC2. More importantly, these two pre-cDC sub-populations are correlated with ratio of IRF8 to IRF4 expression level more than their individual expression level. Our results suggest the concept that the ratio of antagonistic TFs and their competition determine cDC subset differentiation fate.

Kang LiuColumbia Universitykang_3.liu@boehringer-ingelheim.com
Kang Liu (Experimental Scientist)1
Yu J Zhou (Experimental Scientist)1
Wenji Ma (Experimental Scientist)1
Yufeng Shen (Experimental Scientist)1
1Columbia University
Hernandez Karina
Muthuraman Pranav
Parisa Nejad
Schwartz Rachel

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/ce33dde2-382d-448c-b6ac-bfb424644f23

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.

GEO Series Accessions:INSDC Project Accessions:INSDC Study Accessions:

Atlas

None

Analysis Portals

None

Project Label

PreCdcFateTxFactCompetition

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

blood

Organ Part

Unspecified

Selected Cell Types

3 cell types

Disease Status (Specimen)

normal

Disease Status (Donor)

normal

Development Stage

human adult stage

Library Construction Method

Fluidigm C1-based library preparation

Nucleic Acid Source

single cell

Paired End

false

File Format

2 file formats

Cell Count Estimate

188

Donor Count

1
fastq.gz188 file(s)txt.gz2 file(s)