Muscle group specific transcriptomic and DNA methylation differences related to developmental patterning influence FSHD [methylation]
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE174369 | GEO | 2024/05/11
REPOSITORIES: GEO
Similar Datasets
Project description:Muscle groups throughout the body are specialized in function and are specified during development by position specific gene regulatory networks. In developed tissue, myopathies affect muscle groups differently. Facioscapulohumeral muscular dystrophy, FSHD, affects upper body and tibialis anterior (TA) muscles earlier and more severely than others such as quadriceps. To investigate an epigenetic basis for susceptibility of certain muscle groups to disease, we perform DNA methylation and RNA sequencing on primary patient derived myoblasts from TA and quadricep for both control and FSHD2 as well as RNA-seq for myoblasts from FSHD1 deltoid, bicep and TA over a time course of differentiation. We find that TA and quadricep retain methylation and expression differences in transcription factors that are key to muscle group specification during embryogenesis. FSHD2 patients have differences in DNA methylation and expression related to SMCHD1 mutations and FGF signaling. Genes induced specifically in FSHD are more highly expressed in more commonly affected muscle groups. We find a set of genes that distinguish more susceptible muscle groups including developmental associated TFs and genes involved in WNT signaling. Adult muscle groups therefore retain transcriptional and DNA methylation differences associated with development, which may contribute to susceptibility in FSHD.
2024-05-11 | GSE174301 | 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:In human muscle, SMCHD1 mutations are associated with the onset of FSHD2, but the mechanism driving the disease onset remains unclear. A commonly accepted explanation is the loss of SMCHD1 binding to the D4Z4 locus activates the expression of DUX4 in FSHD2 muscle. In this study, we used human myoblasts having DUX4 non-permissive 4qB alleles as a model to study DUX4-independent functions of SMCHD1 on myoblast cell growth. Surprisingly, depletion of SMCHD1 in these cells resulted in a cell proliferation defect. Despite the absence of DUX4 target genes’ activation, these cells showed a repression of PAX7 target genes (a hallmark of FSHD) and similar changes in expression profile compared to FSHD myoblasts. Interestingly, downregulation of cell proliferation-related genes and dysregulation of fibroblasts-specific genes were observed in SMCHD1 knockdown myoblasts and FSHD2 myoblasts but not FSHD1 myoblasts. Additionally, we identified LAP2 as direct targets of SMCHD1. Depletion of LAP2 leads to cell proliferation defect similar to the effect after SMCHD1 knockdown. These data imply that DUX4 is not the only driver for the onset of FSHD, and SMCHD1 has DUX4-independent functions in muscle growth and development.
2024-06-25 | GSE190829 | GEO
Project description:In human muscle, SMCHD1 mutations are associated with the onset of FSHD2, but the mechanism driving the disease onset remains unclear. A commonly accepted explanation is the loss of SMCHD1 binding to the D4Z4 locus activates the expression of DUX4 in FSHD2 muscle. In this study, we used human myoblasts having DUX4 non-permissive 4qB alleles as a model to study DUX4-independent functions of SMCHD1 on myoblast cell growth. Surprisingly, depletion of SMCHD1 in these cells resulted in a cell proliferation defect. Despite the absence of DUX4 target genes’ activation, these cells showed a repression of PAX7 target genes (a hallmark of FSHD) and similar changes in expression profile compared to FSHD myoblasts. Interestingly, downregulation of cell proliferation-related genes and dysregulation of fibroblasts-specific genes were observed in SMCHD1 knockdown myoblasts and FSHD2 myoblasts but not FSHD1 myoblasts. Additionally, we identified LAP2 as direct targets of SMCHD1. Depletion of LAP2 leads to cell proliferation defect similar to the effect after SMCHD1 knockdown. These data imply that DUX4 is not the only driver for the onset of FSHD, and SMCHD1 has DUX4-independent functions in muscle growth and development.
2024-06-25 | GSE190828 | 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: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:Facioscapulohumeral dystrophy (FSHD) is a neuromuscular disease characterized by progressive asymmetric muscle weakness. Myoblasts isolated from FSHD muscles exhibit morphological differentiation defects and show a distinct transcription profile. These abnormalities may be linked to the muscle weakness in FSHD patients. Here, we have tested whether fusion of FSHD myoblasts (obtained from 2 patients) with primary myoblasts isolated from 2 healthy individuals could correct the differentiation defects. Our results show that the number of hybrid myotubes with normal phenotype increased with the percentage of normal myoblasts initially cultured. We demonstrated that a minimum of 50% of normal nuclei is required for a phenotypic correction of the FSHD phenotype. To test the correction on the functional level we analyzed transcriptomic profiles of phenotypically corrected hybrid myotubes. These myotubes were cultured in DMEM with 10% FBS. The present study concerns gene expression of FSHD, normal and hybrid myotubes after RNA extraction (TriPrep NucleoSpin ® kit) according to manufacturer’s instructions. Gene expression was performed in single color on Agilent 8x60K Human whole genome (design 039494) minimum in duplicates in each condition. Transcriptomic profiles of phenotypically corrected hybrid myotubes showed that the expression of deregulated genes in FSHD myotubes became almost normal. We thus propose that while phenotypical and functional correction of FSHD is feasible, it requires more than 50% of normal myoblasts, it creates limitations for cell therapy in the FSHD context.
2015-08-17 | E-MTAB-3658 | biostudies-arrayexpress
Project description:The gene expression pathways leading to muscle pathology in facioscapulohumeral dystrophy (FSHD) remain to be elucidated. This muscular dystrophy is caused by a contraction of an array of tandem 3.3-kb repeats (D4Z4) at 4q35.2. We compared expression of control and FSHD myoblasts and myotubes (three preparations each) on exon microarrays (Affymetrix Human Exon 1.0 ST) and validated FSHD-specific differences for representative genes by qRT-PCR on additional myoblast cell strains. The FSHD and control myoblasts used for these experiments were shown to grow and differentiate into myotubes equally efficiently as control myoblasts. There were no significant FSHD-control differences in RNA levels for MYOD1 and MYOG at the myoblast and myotube stages and for MYF5 and MYF6 at the myoblast stage. In contrast, 295 other genes were dysregulated at least 2-fold in FSHD vs. control myoblasts (p <0.01, adjusted for multiple comparisons). Remarkably, only 10% of the FSHD-associated gene dysregulation at the myoblast stage was downregulation. At the myotube stage, about ten times as many genes exhibited FSHD-associated downregulated as at the myoblast stage and twice as many genes displayed FSHD-associated upregulation. The FSHD-related changes in RNA levels appear to be due to posttranscriptional as well as transcriptional alterations. Among the prominently dysregulated pathways were signaling and oxidative stress pathways. By comparing expression profiles of control myoblasts and myotubes to each other and to 19 non-muscle cell types profiled identically, our study also revealed many new myogenesis associations for genes not previously annotated as muscle-specific. Keywords: Disease state analysis and time course for differentiation
2011-09-29 | GSE26145 | GEO
Project description:Facioscapulohumeral dystrophy (FSHD) is caused by the mis-expression of the double-homeodomain transcription factor DUX4 in skeletal muscle cells. Many different cell culture models have been developed to study the pathophysiology of FSHD, frequently based on endogenous expression of DUX4 in FSHD cells or by mis-expression of DUX4 in control human muscle cells. Although results generated using each model are generally consistent, differences have also been reported, making it unclear which model(s) faithfully recapitulate DUX4 and FSHD biology. In this study, we systematically compared RNA-seq data generated from three different models of FSHD—lentiviral-based DUX4 expression in myoblasts, doxycycline-inducible DUX4 in myoblasts, and differentiated human FSHD myocytes expressing endogenous DUX4—and show that the DUX4-associated gene expression signatures of each dataset are highly correlated (Pearson’s correlation coefficient, r ~ 0.75-0.85). The few robust differences were attributable to different states of cell differentiation and other differences in experimental design. Our study describes a model system for inducible DUX4 expression that enables reproducible and synchronized experiments and validates the fidelity and FSHD relevance of multiple distinct models of DUX4 expression.
2016-09-21 | GSE85461 | GEO