Evidence map›Paper›PMID 34017831›Full record

ArticleFrontiers in cell and developmental biology2021

Temporal Transcriptome Analysis Reveals Dynamic Gene Expression Patterns Driving β-Cell Maturation.

Tiziana Sanavia, Chen Huang, Elisabetta Manduchi, Yanwen Xu, Prasanna K Dadi, Leah A Potter, David A Jacobson, Barbara Di Camillo, Mark A Magnuson, Christian J Stoeckert and 1 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in cell and developmental biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
2.7field-weighted citation impact, top 10% 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

10 citing papers in PubMed, 19 citations in OpenAlex.

  1. Article
  2. CD168 Identifies Proliferating Pancreatic Islet Cells in Murine and Human.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
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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

11 authors at 4 institutions in 2 countries.

Tiziana SanaviaDepartment of Medical Sciences, University of Torino, Torino, Italy.
Chen HuangVanderbilt Program in Developmental Biology, Department of Cell and Developmental Biology, Center for Stem Cell Biology, Vanderbilt University School of Medicine, Nashville, TN, United States.
Elisabetta ManduchiDivision of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA, United States.
Yanwen XuVanderbilt Program in Developmental Biology, Department of Cell and Developmental Biology, Center for Stem Cell Biology, Vanderbilt University School of Medicine, Nashville, TN, United States.
Prasanna K DadiDepartment of Molecular Physiology and Biophysics, Vanderbilt University School of Medicine, Nashville, TN, United States.
Leah A PotterVanderbilt Program in Developmental Biology, Department of Cell and Developmental Biology, Center for Stem Cell Biology, Vanderbilt University School of Medicine, Nashville, TN, United States.
David A JacobsonDepartment of Molecular Physiology and Biophysics, Vanderbilt University School of Medicine, Nashville, TN, United States.
Barbara Di CamilloDepartment of Information Engineering, University of Padova, Padova, Italy.
Mark A MagnusonVanderbilt Program in Developmental Biology, Department of Cell and Developmental Biology, Center for Stem Cell Biology, Vanderbilt University School of Medicine, Nashville, TN, United States.
Christian J StoeckertInstitute for Biomedical Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
Guoqiang GuVanderbilt Program in Developmental Biology, Department of Cell and Developmental Biology, Center for Stem Cell Biology, Vanderbilt University School of Medicine, Nashville, TN, United States.
Vanderbilt University · USUniversity of Pennsylvania · USUniversity of Padua · ITUniversity of Turin · IT

Funding

Tumor Immunology and Microenvironment Research ProgramP30CA068485 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI STACIE B DUSETZINA · 1995 to 2026
$172.8M
Translational Analysis CoreP30DK058404 · NIDDK · VANDERBILT UNIVERSITY MEDICAL CENTER · PI RICHARD M. PEEK · 2002 to 2026
$29.9M
Vanderbilt Diabetes Research CenterP30DK020593 · NIDDK · VANDERBILT UNIVERSITY MEDICAL CENTER · PI ALVIN C POWERS · 2012 to 2026
$29.3M
Shop Module CoreP30EY008126 · NEI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI David J. Calkins · 1989 to 2026
$19.6M
Vanderbilt Mouse Metabolic Physiology CenterU24DK059637 · NIDDK · VANDERBILT UNIVERSITY · PI WASSERMAN, DAVID H · 2001 to 2015
$14.9M
Genetic control of pancreatic endocrine cell developmentU01DK089523 · NIDDK · VANDERBILT UNIVERSITY · PI MAGNUSON, MARK A · 2010 to 2014
$5.3M
The Mechanisms of Islet Cell Specification and DifferentiationR01DK065949 · NIDDK · VANDERBILT UNIVERSITY · PI GU, GUOQIANG · 2004 to 2017
$4.4M
The DNA methylome-based regulation of functional beta-cell massR01DK125696 · NIDDK · VANDERBILT UNIVERSITY · PI Guoqiang Gu · 2020 to 2026
$3.4M
Two-Pore-Domain Potassium Channels as Novel Targets for Modulating Islet Hormone SecretionR01DK097392 · NIDDK · VANDERBILT UNIVERSITY · PI JACOBSON, DAVID AARON · 2013 to 2022
$3.3M
Regulating stress response to promote postnatal beta-cell function and survivalR01DK128710 · NIDDK · VANDERBILT UNIVERSITY · PI GU, GUOQIANG · 2021 to 2024
$1.9M
Designing selective TALK-1 inhibitors to reduce beta-cell dysfunction in diabetesR01DK115620 · NIDDK · VANDERBILT UNIVERSITY · PI JACOBSON, DAVID AARON · 2018 to 2021
$1.6M
NCI NIH HHS P30 CA068485NEI NIH HHS P30 EY008126NIDDK NIH HHS P30 DK020593NIDDK NIH HHS P30 DK058404NIDDK NIH HHS R01 DK065949NIDDK NIH HHS R01 DK097392NIDDK NIH HHS R01 DK115620NIDDK NIH HHS R01 DK125696NIDDK NIH HHS R01 DK128710NIDDK NIH HHS U01 DK089523NIDDK NIH HHS U24 DK059637
6 · The paper itself

Abstract

Newly differentiated pancreatic β cells lack proper insulin secretion profiles of mature functional β cells. The global gene expression differences between paired immature and mature β cells have been studied, but the dynamics of transcriptional events, correlating with temporal development of glucose-stimulated insulin secretion (GSIS), remain to be fully defined. This aspect is important to identify which genes and pathways are necessary for β-cell development or for maturation, as defective insulin secretion is linked with diseases such as diabetes. In this study, we assayed through RNA sequencing the global gene expression across six β-cell developmental stages in mice, spanning from β-cell progenitor to mature β cells. A computational pipeline then selected genes differentially expressed with respect to progenitors and clustered them into groups with distinct temporal patterns associated with biological functions and pathways. These patterns were finally correlated with experimental GSIS, calcium influx, and insulin granule formation data. Gene expression temporal profiling revealed the timing of important biological processes across β-cell maturation, such as the deregulation of β-cell developmental pathways and the activation of molecular machineries for vesicle biosynthesis and transport, signal transduction of transmembrane receptors, and glucose-induced Ca

Indexed as

calcium influxglucose-induced insulin secretionRNA sequencingtime-series gene expressionvesicle releaseβ-cell maturation

Identifiers

PMID34017831
PMCPMC8129579
OpenAlexW3158422365

What OpenQuestion holds

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Registered trials

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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.