Evidence map›Paper›PMID 28467932›Full record

ArticleCell metabolism2017

Pseudotemporal Ordering of Single Cells Reveals Metabolic Control of Postnatal β Cell Proliferation.

Chun Zeng, Francesca Mulas, Yinghui Sui, Tiffany Guan, Nathanael Miller, Yuliang Tan, Fenfen Liu, Wen Jin, Andrea C Carrano, Mark O Huising and 3 more

Open access · bronzeAbstract read
In one paragraph

Article in Cell metabolism, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 102 papers.

0numbers the graph read from it
0cells of the map it votes in
102citing papers in PubMed
15.4field-weighted citation impact, top 1% 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

102 citing papers in PubMed, 157 citations in OpenAlex.

  1. Postnatal refinement of CaChannels (Austin, Tex.) · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Genetic recording of pancreatic beta cell proliferation.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Review
  12. Article
  13. IFN-α Induces Heterogenous ROS Production in Human β-Cells.bioRxiv : the preprint server for biology · 2025
    Article
  14. Article
  15. Article
  16. Review
  17. Review
  18. Article
  19. Review
  20. Article

42 more citing papers are in PubMed but not listed here.

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

13 authors at 3 institutions in 1 country.

Chun ZengDepartments of Pediatrics and Cellular & Molecular Medicine, Pediatric Diabetes Research Center and Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA.
Francesca MulasDepartments of Pediatrics and Cellular & Molecular Medicine, Pediatric Diabetes Research Center and Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA.
Yinghui SuiDepartments of Pediatrics and Cellular & Molecular Medicine, Pediatric Diabetes Research Center and Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA.
Tiffany GuanDepartments of Pediatrics and Cellular & Molecular Medicine, Pediatric Diabetes Research Center and Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA.
Nathanael MillerDepartments of Medicine and Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Department of Medicine, Boston University, School of Medicine, Boston, MA 02118, USA.
Yuliang TanHoward Hughes Medical Institute, Department of Medicine, University of California, San Diego, La Jolla, CA 92093, USA.
Fenfen LiuDepartments of Pediatrics and Cellular & Molecular Medicine, Pediatric Diabetes Research Center and Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA.
Wen JinDepartments of Pediatrics and Cellular & Molecular Medicine, Pediatric Diabetes Research Center and Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA.
Andrea C CarranoDepartments of Pediatrics and Cellular & Molecular Medicine, Pediatric Diabetes Research Center and Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA.
Mark O HuisingDepartment of Neurobiology, Physiology & Behavior, College of Biological Sciences, University of California, Davis, CA 95616, USA.
Orian S ShirihaiDepartments of Medicine and Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Department of Medicine, Boston University, School of Medicine, Boston, MA 02118, USA.
Gene W YeoDepartment of Cellular & Molecular Medicine and Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA.
Maike SanderDepartments of Pediatrics and Cellular & Molecular Medicine, Pediatric Diabetes Research Center and Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA. Electronic address: masander@ucsd.edu.
University of California, San Diego · USBoston University · USUniversity of California, Davis · US

Funding

Transgenic & Knock-out MouseP30DK063491 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Andrea L Hevener · 2003 to 2026
$40.4M
Nkx6 gene function in pancreas developmentR01DK068471 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI WORTHAM, MATTHEW · 2004 to 2024
$6.6M
Novel insights into nutrient-dependent regulation of beta cell proliferationR01DK078803 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SANDER, MAIKE · 2007 to 2022
$4.4M
Genetic Regulation of Adiposity and Associated CVD RisksR01DK064391 · NIDDK · WRIGHT STATE UNIVERSITY · PI TOWNE, BRADFORD · 2003 to 2007
$2.7M
Mitochondrial regulation of energy efficiencyR01DK099618 · NIDDK · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI CORKEY, BARBARA E., SHIRIHAI, ORIAN S · 2014 to 2018
$1.8M
NIDDK NIH HHS P30 DK063491NIDDK NIH HHS R01 DK064391NIDDK NIH HHS R01 DK068471NIDDK NIH HHS R01 DK078803NIDDK NIH HHS R01 DK099618
6 · The paper itself

Abstract

Pancreatic β cell mass for appropriate blood glucose control is established during early postnatal life. β cell proliferative capacity declines postnatally, but the extrinsic cues and intracellular signals that cause this decline remain unknown. To obtain a high-resolution map of β cell transcriptome dynamics after birth, we generated single-cell RNA-seq data of β cells from multiple postnatal time points and ordered cells based on transcriptional similarity using a new analytical tool. This analysis captured signatures of immature, proliferative β cells and established high expression of amino acid metabolic, mitochondrial, and Srf/Jun/Fos transcription factor genes as their hallmark feature. Experimental validation revealed high metabolic activity in immature β cells and a role for reactive oxygen species and Srf/Jun/Fos transcription factors in driving postnatal β cell proliferation and mass expansion. Our work provides the first high-resolution molecular characterization of state changes in postnatal β cells and paves the way for the identification of novel therapeutic targets to stimulate β cell regeneration.

Indexed as

Cell ProliferationMetabolic Networks and PathwaysTranscriptomeAmino AcidsAnimalsCells, CulturedFemaleGene Expression Regulation, DevelopmentalHEK293 CellsHumansInsulin-Secreting CellsMaleMice, Inbred C57BLMitochondriaReactive Oxygen SpeciesAmino AcidsReactive Oxygen Speciesamino acid metabolismbeta cellcatalasemitochondrialoxidative phosphorylationproliferationreactive oxygen speciessingle-cell RNA-seqSrftranscription factor

Identifiers

PMID28467932
PMCPMC5501713
OpenAlexW2611234466

What OpenQuestion holds

Textmetadata
LicenceTDM
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.