4.6 Article

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

Journal

PLOS GENETICS
Volume 16, Issue 5, Pages -

Publisher

PUBLIC LIBRARY SCIENCE
DOI: 10.1371/journal.pgen.1008754

Keywords

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Funding

  1. NIAMS [AR071104, AR071287]

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Author summary Although misexpression of DUX4 has been known as the major cause in FSHD, it is lowly expressed in patient samples and analysis of the consequences of DUX4 expression has largely relied on artificial overexpression. Here, we took advantage of recent methodological advances to observe native DUX4 expression at the single-nucleus level in FSHD2 patient-derived myotubes. Using single-nucleus RNA-seq (snRNA-seq), we were able to detect endogenous DUX4-expressing nuclei and the extent of spreading of DUX4-target gene expression across many nuclei. Our highly sensitive snRNA-seq method further allowed us to identify two populations of FSHD myotube nuclei with distinct transcriptional profiles. One is highly enriched with DUX4 and target genes (FSHD-Hi) while the other has sparser DUX4 and FSHD-induced genes expressed (FSHD-Lo), reflecting two potentially different pathological states of patient myotubes. We observed a set of transcription factors specifically upregulated in FSHD-Hi myotube nuclei associated with the cell cycle, and significant upregulation of DUX4 paralog DUXA that contributes to further upregulation of DUX4 target genes. We propose that transcription factors downstream of DUX4 may amplify DUX4 signal and thus act to perpetuate FSHD. 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.

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