Similar Datasets
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: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: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: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:Single-nucleus RNA-seq identifies divergent populations of FSHD2 myotube nuclei [Time course]
| PRJNA600521 | ENA
Project description:This SuperSeries is composed of the SubSeries listed below.
2024-09-24 | GSE255992 | GEO
Project description:Single-nucleus RNA-seq (snRNA-seq) enables the interrogation of cellular states in complex tissues that are challenging to dissociate or are frozen, and opens the way to human genetics studies, clinical trials, and precise cell atlases of large organs. However, such applications are currently limited by batch effects, processing, and costs. Here, we present an approach for multiplexing snRNA-seq, using sample-barcoded antibodies to uniquely label nuclei from distinct samples. Comparing human brain cortex samples profiled with or without hashing antibodies, we demonstrate that nucleus hashing does not significantly alter recovered profiles. We develop DemuxEM, a computational tool that detects inter-sample multiplets and assigns singlets to their sample of origin, and validate its accuracy using sex-specific gene expression, species-mixing and natural genetic variation. Our approach will facilitate tissue atlases of isogenic model organisms or from multiple biopsies or longitudinal samples of one donor, and large-scale perturbation screens.
| S-EPMC6606589 | biostudies-literature