Evidence map›Paper›PMID 32365093›Full record

ArticlePLoS genetics2020

Single-nucleus RNA-seq identifies divergent populations of FSHD2 myotube nuclei.

Shan Jiang, Katherine Williams, Xiangduo Kong, Weihua Zeng, Nam Viet Nguyen, Xinyi Ma, Rabi Tawil, Kyoko Yokomori, Ali Mortazavi

Open access · goldAbstract read
In one paragraph

Article in PLoS genetics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers.

0numbers the graph read from it
0cells of the map it votes in
39citing papers in PubMed
2.2field-weighted citation impact, top 12% 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

39 citing papers in PubMed, 47 citations in OpenAlex.

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  10. All-in-one vectors for epigenetic CRISPR inhibition ofMolecular therapy. Methods & clinical development · 2025
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  11. Review
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  14. The role(s) of NF-Y in development and differentiation.Cell death and differentiation · 2025
    Review
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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

9 authors at 2 institutions in 1 country.

Shan JiangDepartment of Developmental and Cell Biology, University of California Irvine, Irvine, California, United States of America.
Katherine WilliamsDepartment of Developmental and Cell Biology, University of California Irvine, Irvine, California, United States of America.ORCID 0000-0001-8061-0105
Xiangduo KongDepartment of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, California, United States of America.
Weihua ZengDepartment of Developmental and Cell Biology, University of California Irvine, Irvine, California, United States of America.
Nam Viet NguyenDepartment of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, California, United States of America.ORCID 0000-0002-8484-1856
Xinyi MaDepartment of Developmental and Cell Biology, University of California Irvine, Irvine, California, United States of America.
Rabi TawilNeuromuscular Disease Unit, Department of Neurology, University of Rochester Medical Center, Rochester, New York, United States of America.ORCID 0000-0003-1394-1494
Kyoko YokomoriDepartment of Biological Chemistry, School of Medicine, University of California Irvine, Irvine, California, United States of America.ORCID 0000-0002-2785-4589
Ali MortazaviDepartment of Developmental and Cell Biology, University of California Irvine, Irvine, California, United States of America.ORCID 0000-0002-4259-6362
University of California, Irvine · USUniversity of Rochester Medical Center · US

Funding

Single-nucleus profiling of FSHD heterogeneityR21AR071104 · NIAMS · UNIVERSITY OF CALIFORNIA-IRVINE · PI MORTAZAVI, SEYED ALI, YOKOMORI, KYOKO · 2017 to 2018
$374k
NIAMS NIH HHS R21 AR071104
6 · The paper itself

Abstract

FSHD is characterized by the misexpression of DUX4 in skeletal muscle. Although DUX4 upregulation is thought to be the pathogenic cause of FSHD, DUX4 is lowly expressed in patient samples, and analysis of the consequences of DUX4 expression has largely relied on artificial overexpression. To better understand the native expression profile of DUX4 and its targets, we performed bulk RNA-seq on a 6-day differentiation time-course in primary FSHD2 patient myoblasts. We identify a set of 54 genes upregulated in FSHD2 cells, termed FSHD-induced genes. Using single-cell and single-nucleus RNA-seq on myoblasts and differentiated myotubes, respectively, we captured, for the first time, DUX4 expressed at the single-nucleus level in a native state. We identified two populations of FSHD myotube nuclei based on low or high enrichment of DUX4 and FSHD-induced genes ("FSHD-Lo" and "FSHD Hi", respectively). FSHD-Hi myotube nuclei coexpress multiple DUX4 target genes including DUXA, LEUTX and ZSCAN4, and also upregulate cell cycle-related genes with significant enrichment of E2F target genes and p53 signaling activation. We found more FSHD-Hi nuclei than DUX4-positive nuclei, and confirmed with in situ RNA/protein detection that DUX4 transcribed in only one or two nuclei is sufficient for DUX4 protein to activate target genes across multiple nuclei within the same myotube. DUXA (the DUX4 paralog) is more widely expressed than DUX4, and depletion of DUXA suppressed the expression of LEUTX and ZSCAN4 in late, but not early, differentiation. The results suggest that the DUXA can take over the role of DUX4 to maintain target gene expression. These results provide a possible explanation as to why it is easier to detect DUX4 target genes than DUX4 itself in patient cells and raise the possibility of a self-sustaining network of gene dysregulation triggered by the limited DUX4 expression.

Indexed as

Muscular Dystrophy, FacioscapulohumeralCase-Control StudiesCell DifferentiationCell NucleusCells, CulturedExome SequencingGene Expression RegulationHEK293 CellsHumansMicrofilament ProteinsMuscle Fibers, SkeletalMyoblastsNuclear ProteinsRNA-Binding ProteinsRNA-SeqSingle-Cell AnalysisFRG1 protein, humanFRG2 protein, humanMicrofilament ProteinsNuclear ProteinsRNA-Binding Proteins

Identifiers

PMID32365093
PMCPMC7224571
OpenAlexW3022044758

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.