Evidence map›Paper›PMID 33441552›Full record

ArticleNature communications2021

Single cell transcriptomic analysis of human pluripotent stem cell chondrogenesis.

Chia-Lung Wu, Amanda Dicks, Nancy Steward, Ruhang Tang, Dakota B Katz, Yun-Rak Choi, Farshid Guilak

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 110 papers.

0numbers the graph read from it
0cells of the map it votes in
110citing papers in PubMed
12.4field-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

110 citing papers in PubMed, 177 citations in OpenAlex.

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

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors at 2 institutions in 2 countries.

Chia-Lung Wu *Dept. of Orthopaedic Surgery, Washington University in Saint Louis, St. Louis, MO, 63110, USA.
Amanda Dicks *Dept. of Orthopaedic Surgery, Washington University in Saint Louis, St. Louis, MO, 63110, USA.
Nancy StewardDept. of Orthopaedic Surgery, Washington University in Saint Louis, St. Louis, MO, 63110, USA.
Ruhang TangDept. of Orthopaedic Surgery, Washington University in Saint Louis, St. Louis, MO, 63110, USA.
Dakota B KatzDept. of Orthopaedic Surgery, Washington University in Saint Louis, St. Louis, MO, 63110, USA.
Yun-Rak ChoiDept. of Orthopaedic Surgery, Washington University in Saint Louis, St. Louis, MO, 63110, USA.
Farshid GuilakDept. of Orthopaedic Surgery, Washington University in Saint Louis, St. Louis, MO, 63110, USA. guilak@wustl.edu.ORCID http://orcid.org/0000-0001-7380-0330
Washington University in St. Louis · USYonsei University · KR

Funding

VISCOELASTIC PROPERTIES OF NORMAL AND OA CHONDRONSR01AG015768 · NIA · WASHINGTON UNIVERSITY · PI GUILAK, FARSHID · 1998 to 2022
$7.7M
Washington University Rheumatic DiseasesResearch Resource-based CenterP30AR073752 · NIAMS · WASHINGTON UNIVERSITY · PI Alfred Hyoungju Kim · 2018 to 2026
$7.6M
Resource Based Center for Musculoskeletal Biology and Medicine (Overall Application)P30AR074992 · NIAMS · WASHINGTON UNIVERSITY · PI MATTHEW J SILVA · 2019 to 2026
$6.8M
OBESITY, BIOMECHANICS, AND INFLAMMATION IN OSTEOARTHRITISR01AG046927 · NIA · WASHINGTON UNIVERSITY · PI GUILAK, FARSHID · 2013 to 2023
$3.2M
Imaging, Modeling and Engineering of Diabetic TissuesT32DK108742 · NIDDK · WASHINGTON UNIVERSITY · PI NICHOLS, COLIN G · 2016 to 2020
$1.4M
Epigenetic Regulation of Chondrogenesis and Cartilage DevelopmentR00AR075899 · NIAMS · UNIVERSITY OF ROCHESTER · PI WU, CHIA-LUNG · 2021 to 2023
$1.1M
INTERDISCIPLINARY TRAINING IN MECHANOBIOLOGY FROM NM TO CMT32EB018266 · NIBIB · WASHINGTON UNIVERSITY · PI BAYLY, PHILIP V · 2014 to 2018
$987k
Genome Editing of Stem Cells for Analysis of Osteoarthritis Causal VariantsR21AR065956 · NIAMS · DUKE UNIVERSITY · PI GERSBACH, CHARLES A., GUILAK, FARSHID · 2014 to 2015
$382k
Scaffold-Mediated Gene Delivery for Engineering of Osteochondral TissuesR21AR067467 · NIAMS · DUKE UNIVERSITY · PI GERSBACH, CHARLES A., GUILAK, FARSHID · 2015 to 2016
$366k
Epigenetic Regulation of Chondrogenesis and Cartilage DevelopmentK99AR075899 · NIAMS · WASHINGTON UNIVERSITY · PI WU, CHIA-LUNG · 2019 to 2020
$180k
NIAMS NIH HHS K99 AR075899NIAMS NIH HHS P30 AR073752NIAMS NIH HHS P30 AR074992NIAMS NIH HHS R00 AR075899NIAMS NIH HHS R21 AR065956NIAMS NIH HHS R21 AR067467NIA NIH HHS R01 AG015768NIA NIH HHS R01 AG046927NIBIB NIH HHS T32 EB018266NIDDK NIH HHS T32 DK108742
6 · The paper itself

Abstract

The therapeutic application of human induced pluripotent stem cells (hiPSCs) for cartilage regeneration is largely hindered by the low yield of chondrocytes accompanied by unpredictable and heterogeneous off-target differentiation of cells during chondrogenesis. Here, we combine bulk RNA sequencing, single cell RNA sequencing, and bioinformatic analyses, including weighted gene co-expression analysis (WGCNA), to investigate the gene regulatory networks regulating hiPSC differentiation under chondrogenic conditions. We identify specific WNTs and MITF as hub genes governing the generation of off-target differentiation into neural cells and melanocytes during hiPSC chondrogenesis. With heterocellular signaling models, we further show that WNT signaling produced by off-target cells is responsible for inducing chondrocyte hypertrophy. By targeting WNTs and MITF, we eliminate these cell lineages, significantly enhancing the yield and homogeneity of hiPSC-derived chondrocytes. Collectively, our findings identify the trajectories and molecular mechanisms governing cell fate decision in hiPSC chondrogenesis, as well as dynamic transcriptome profiles orchestrating chondrocyte proliferation and differentiation.

Indexed as

AnimalsBenzeneacetamidesCell DifferentiationCell LineCells, CulturedChondrogenesisComputational BiologyGene Expression ProfilingHumansInduced Pluripotent Stem CellsMiceMice, Inbred NODMice, KnockoutMice, SCIDPluripotent Stem CellsPyridines2-(4-(2-methylpyridin-4-yl)phenyl)-N-(4-(pyridin-3-yl)phenyl)acetamideBenzeneacetamidesPyridines

Identifiers

PMID33441552
PMCPMC7806634
OpenAlexW3119231555

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.