Single-nucleus RNA-seq identifies divergent populations of FSHD2 myotube nuclei [Time course]
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ABSTRACT:
PROVIDER: PRJNA600521 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR10870723_1.fastq.gz | Fastqsanger.gz | |||
| SRR10870723_2.fastq.gz | Fastqsanger.gz | |||
| SRR10870724_1.fastq.gz | Fastqsanger.gz | |||
| SRR10870724_2.fastq.gz | Fastqsanger.gz | |||
| SRR10870725_1.fastq.gz | Fastqsanger.gz |
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Project description: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 first performed pooled RNA-seq on a 6-day differentiation time-course in FSHD2 patient-derived primary myoblasts. We identify a set of 54 FSHD-induced genes upregulated in FSHD2 cells starting at day 2 of differentiation through the end of the time-course. Using single-cell and single-nucleus RNA-seq on FSHD2 myoblasts and day 3 and day 5 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 nuclei upregulate many cell cycle related genes with significant enrichment of E2F target genes and p53 signaling activation. In FSHD-Hi myotube nuclei, multiple DUX4 target genes are co-expressed including a set of transcription factors, such as DUXA, ZSCAN4 and LEUTX. 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 indicate that the DUXA can take over the role of DUX4 and maintain target gene expression. These results may provide explanation as to why it is easier to detect and monitor DUX4 target genes than DUX4 itself in patient cells and suggest a self-sustaining network of gene dysregulation that perpetuates this disease after DUX4 is no longer expressed.
2020-04-07 | GSE143453 | GEO
Project description:Single-nucleus RNA-seq identifies divergent populations of FSHD2 myotube nuclei
| PRJNA600755 | ENA
Project description: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 first performed pooled RNA-seq on a 6-day differentiation time-course in FSHD2 patient-derived primary myoblasts. We identify a set of 54 FSHD-induced genes upregulated in FSHD2 cells starting at day 2 of differentiation through the end of the time-course. Using single-cell and single-nucleus RNA-seq on FSHD2 myoblasts and day 3 and day 5 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 nuclei upregulate many cell cycle related genes with significant enrichment of E2F target genes and p53 signaling activation. In FSHD-Hi myotube nuclei, multiple DUX4 target genes are co-expressed including a set of transcription factors, such as DUXA, ZSCAN4 and LEUTX. 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 indicate that the DUXA can take over the role of DUX4 and maintain target gene expression. These results may provide explanation as to why it is easier to detect and monitor DUX4 target genes than DUX4 itself in patient cells and suggest a self-sustaining network of gene dysregulation that perpetuates this disease after DUX4 is no longer expressed.
2020-04-07 | GSE143452 | GEO
Project description: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 first performed pooled RNA-seq on a 6-day differentiation time-course in FSHD2 patient-derived primary myoblasts. We identify a set of 54 FSHD-induced genes upregulated in FSHD2 cells starting at day 2 of differentiation through the end of the time-course. Using single-cell and single-nucleus RNA-seq on FSHD2 myoblasts and day 3 and day 5 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 nuclei upregulate many cell cycle related genes with significant enrichment of E2F target genes and p53 signaling activation. In FSHD-Hi myotube nuclei, multiple DUX4 target genes are co-expressed including a set of transcription factors, such as DUXA, ZSCAN4 and LEUTX. 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 indicate that the DUXA can take over the role of DUX4 and maintain target gene expression. These results may provide explanation as to why it is easier to detect and monitor DUX4 target genes than DUX4 itself in patient cells and suggest a self-sustaining network of gene dysregulation that perpetuates this disease after DUX4 is no longer expressed.
2020-04-07 | GSE143492 | GEO
Project description:Single-nucleus RNA-seq identifies divergent populations of FSHD2 myotube nuclei [Fluidigm]
| PRJNA600756 | ENA
Project description:Single-nucleus RNA-seq identifies divergent populations of FSHD2 myotube nuclei [ddSeq]
| PRJNA600520 | ENA
Project description: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.
| S-EPMC7224571 | biostudies-literature
Project description:This SuperSeries is composed of the SubSeries listed below.
2020-04-07 | GSE143493 | GEO
Project description:Facioscapulohumeral muscular dystrophy (FSHD) is caused by insufficient epigenetic repression of D4Z4 macrosatellite repeat where DUX4, an FSHD causing gene is embedded. There are two forms of FSHD, FSHD1 with contraction of D4Z4 repeat and FSHD2 with chromatin compaction defects mostly due to SMCHD1 mutation. Previous reports showed DUX4-induced gene expression changes as well as changes in microRNA expression in FSHD muscle cells. However, a genome wide analysis of small noncoding RNAs that might be regulated by DUX4 or by mutations in SMCHD1 has not been reported yet. Here, we identified several types of small noncoding RNAs including known microRNAs that are differentially expressed in FSHD2 muscle cells compared to control. Although fewer small RNAs were differentially expressed during muscle differentiation in FSHD2 cells compared to controls, most of the known myogenic microRNAs, such as miR1, miR133a, and miR206 were induced in both FSHD2 and control muscle cells during differentiation. Our small RNA sequencing data analysis also revealed both DUX4- and SMCHD1-specific changes in FSHD2 muscle cells. Six FSHD2 microRNAs were affected by DUX4 overexpression in control myoblasts, whereas increased expression of tRNAs and 5S rRNAs in FSHD2 muscle cells was largely recapitulated in SMCHD1-depleted control myoblasts. Altogether, our studies suggest that the small noncoding RNA transcriptome changes in FSHD2 might be different from those in FSHD1 and that these differences may provide new diagnostic and therapeutic tools specific to FSHD2.
2018-05-29 | GSE113133 | GEO
Project description:Structural Maintenance of Chromosomes Flexible Hinge Domain Containing 1 (SMCHD1) is a non-canonical member of the structural maintenance of chromosomes (SMC) protein family involved in the regulation of chromatin structure, epigenetic regulation and transcription. Mutations in SMCHD1 cause facioscapulohumeral muscular dystrophy type 2 (FSHD2), a rare genetic disorder characterized by progressive muscle weakness and wasting, believed to be caused by aberrant expression of DUX4 in muscle cells. Here we suggest a new role for SMCHD1 as a regulator of alternative splicing, and demonstrate how splicing alteration caused by SMCHD1 mutations lead to DUX4 expression and FSHD pathogenesis. Analyzing RNA-seq data from muscle biopsies of FSHD2 patients and FSHD2 mouse model found that hundreds of genes were alternatively spliced upon SMCHD1 mutation. At least 20% of alternatively spliced genes were associated with abnormalities of the musculature. Moreover, we show that alternatively spliced exons tend to be bound by SMCHD1, and SMCHD1 bound exons demonstrate slower elongation rate, suggesting SMCHD1 binding promotes exon exclusion by slowing RNAPII. Specifically, we discovered that SMCHD1 mutations promotes the splicing of the DNMT3B1 isoform of DNMT3B, which leads to hypomethylation of the D4Z4 region and DUX4 expression. These results suggest that alternative splicing regulated by SMCHD1 may play a major role in FSHD2 pathogenesis by promoting alternative splicing of different targets including DNMT3B, and highlight the potential for targeting alternative splicing as a therapeutic strategy for this disorder.
2024-04-13 | GSE223039 | GEO