Evidence map›Paper›PMID 31253076›Full record

ArticleBMC molecular and cell biology2019

Single cell RNA-Seq reveals pre-cDCs fate determined by transcription factor combinatorial dose.

Wenji Ma, Jaeyop Lee, Daniel Backenroth, Yu Jerry Zhou, Erin Bush, Peter Sims, Kang Liu, Yufeng Shen

Open access · goldAbstract read
In one paragraph

Article in BMC molecular and cell biology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
1.3field-weighted citation impact, top 19% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed, 24 citations in OpenAlex.

  1. Article
  2. Article
  3. The Biology of Dendritic Cells: In Health and Disease.Advances in experimental medicine and biology · 2025
    Review
  4. Article
  5. Review
  6. Article
  7. Article
  8. ILC3s control splenic cDC homeostasis via lymphotoxin signaling.The Journal of experimental medicine · 2021
    Article
  9. Review
  10. Review
  11. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 2 institutions in 2 countries.

Wenji MaDepartment of Systems Biology, Columbia University Medical Center, New York, NY, 10032, USA.
Jaeyop LeeDepartment of Microbiology and Immunology, Columbia University Medical Center, New York, NY, 10032, USA.
Daniel BackenrothJP Sulzberger Columbia Genome Center, Columbia University Medical Center, New York, NY, 10032, USA.
Yu Jerry ZhouDepartment of Microbiology and Immunology, Columbia University Medical Center, New York, NY, 10032, USA.
Erin BushJP Sulzberger Columbia Genome Center, Columbia University Medical Center, New York, NY, 10032, USA.
Peter SimsDepartment of Systems Biology, Columbia University Medical Center, New York, NY, 10032, USA.
Kang LiuDepartment of Microbiology and Immunology, Columbia University Medical Center, New York, NY, 10032, USA. kang_3.liu@boehringer-ingelheim.com.
Yufeng ShenDepartment of Systems Biology, Columbia University Medical Center, New York, NY, 10032, USA. ys2411@cumc.columbia.edu.ORCID 0000-0002-1299-5979
Columbia University Irving Medical Center · USBoehringer Ingelheim (Germany) · DE

Funding

High-performance compute cluster for biomedical computingS10OD012351 · OD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI CALIFANO, ANDREA · 2012 to 2012
$2.0M
Understand the Role of Meningeal Dendritic Cells in CNS Anti-viral ImmunityR01AI101251 · NIAID · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI LIU, KANG · 2013 to 2017
$2.0M
BD Biosciences InfluxS10OD020056 · OD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI SNOECK, HANS-WILLEM E · 2015 to 2015
$600k
Storage System for High Performance ComputingS10OD021764 · OD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI CALIFANO, ANDREA · 2016 to 2016
$600k
Studying human dendritic cells and DC-SIGN in HIV transmission in vivo using an improved humanized mouse modelR21OD023291 · OD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI LIU, KANG · 2017 to 2018
$440k
Becton Dickinson LSR II Analytical Flow CytometerS10RR027050 · NCRR · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI CLYNES, RAPHAEL A. · 2011 to 2011
$413k
NCRR NIH HHS S10 RR027050NIAID NIH HHS R01 AI101251NIH HHS R21 OD023291NIH HHS S10 OD012351NIH HHS S10 OD021764
6 · The paper itself

Abstract

backgroundClassic dendritic cells (cDCs) play a central role in the immune system by processing and presenting antigens to activate T cells, and consist of two major subsets: CD141

resultsTo identify the key molecular drivers for pre-commitment in human pre-cDCs, we performed single cell RNA sequencing (RNA-Seq) of two cDC subsets and pre-cDCs, and bulk RNA-Seq of pre-cDCs and cDCs from human peripheral blood. We found that pre-DC subpopulations cannot be separated by either variable genes within pre-cDCs or differentially expressed genes between cDC1 and cDC2. In contrast, they were separated by 16 transcription factors that are themselves differentially expressed or have regulated targets enriched in the differentially expressed genes between bulk cDC1 and cDC2, with one subpopulation 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. We also verified these findings using three recently published datasets.

conclusionsIn this study, we demonstrate that single cell transcriptome profiling can reveal pre-cDCs differentiation map, and our results suggest the concept that combinatorial dose of transcription factors determines cell differentiation fate.

Indexed as

RNA-SeqTranscriptomeAnalysis of VarianceAntigens, CD1Cell DifferentiationDendritic CellsGlycoproteinsHumansInterferon Regulatory Factor-4Interferon Regulatory Factor-8Interferon Regulatory FactorsLectins, C-TypeReceptors, G-Protein-CoupledReceptors, MitogenSingle-Cell AnalysisUp-RegulationAntigens, CD1CD1C protein, humanCLEC9a protein, humanGlycoproteinsInterferon Regulatory Factor-4Interferon Regulatory Factor-8Interferon Regulatory FactorsLectins, C-TypeReceptors, G-Protein-CoupledReceptors, MitogenXCR1 protein, humanZEB2 protein, humanZinc Finger E-box Binding Homeobox 2Cell differentiationDendritic cellSingle cell RNA-SeqTranscriptional factor

Identifiers

PMID31253076
PMCPMC6599345
OpenAlexW2953703923

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.