PLoS GeneticsGenomicsPeer-reviewed journal article
Single-nucleus RNA-seq identifies divergent populations of FSHD2 myotube nuclei
Shan JiangiD, Katherine WilliamsiD, Xiangduo KongiD, Weihua ZengiD, Nam Viet NguyeniD, Xinyi MaiD, Rabi TawiliD, Kyoko YokomoriiD, Ali MortazaviiD
Abstract
FSHD is characterized by the misexpression of DUX4 in skeletal muscle. However, 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 pooled RNA-seq differentiation time-course in FSHD2 patient-derived primary myoblasts and identified early-and late-induced sets of FSHD-associated genes. Using single-cell and single-nucleus RNA-seq on FSHD2 myoblasts and myotubes respectively, we captured DUX4 expression in single-nuclei and found that only some DUX4 targets are coexpressed. We identified two populations of FSHD myotube nuclei with distinct transcriptional profiles. One population is highly enriched with DUX4 and FSHD related genes, including the DUX4 paralog DUXA ("FSHD-Hi"). The other population has no expression of DUX4 and expresses low amounts of FSHD related genes ("FSHD-Lo"), but is marked by the expression of CYTL1 and CHI3L1. "FSHD-Hi" myotube nuclei upregulated a set of transcription factors (TFs) that may form a self-sustaining network of gene dysregulation, which perpetuates this disease after DUX4 is no longer expressed.
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- approach: experimental assay
- Citations
- 54
- FWCI
- 2.03
- Field percentile
- top 12%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Relationship of DUX4 and target gene expression in FSHD myocytes
Jonathan Chau, Xiangduo Kong, … Kyoko Yokomori·Human MutationPeer-reviewed·Jan 27, 2021
- Developmental regulators drive DUX4 expression in facioscapulohumeral muscular dystrophy
Amelia Fox, Jonathan Oliva, … Francis M. Sverdrup·bioRxiv·May 21, 2024
- An in silico FSHD muscle fibre for modelling DUX4 dynamics and predicting the impact of therapy
M. V. Cowley, J. Pruller, … C. R. S. Banerji·bioRxiv·Dec 12, 2022
- Lymphocytes contribute to DUX4 target genes in FSHD muscle biopsies
Christopher R. S. Banerji, Maryna Panamarova, Peter S. Zammit·Human Molecular GeneticsPeer-reviewed·Mar 31, 2020
- Genome-wide analysis of FSHD cell lines using Nanopore sequencing reveals allele-specific differences at DUX4 target genes and complex repeats
Jasmine Sakr, Xiangduo Kong, … Ali Mortazavi·bioRxiv·Dec 25, 2025
- LEUTX mediates amplification of DUX4 signaling and aberrant myotube differentiation in facioscapulohumeral muscular dystrophy
Xiangduk Kong, Sung Jun Beck, … Kyoko Yokomori·bioRxiv·Oct 29, 2026