High Resolution Genome Wide Expression Analysis of Single Myofibers Using SMART-Seq
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ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE135364 | GEO | 2020/08/04
REPOSITORIES: GEO
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Project description:Skeletal muscles are composed by different myofiber types with a wide range of metabolic and functional properties. In the past years, biophysical analyses on isolated muscle fibers were extensively used to study the different contractile features of each myofiber type. To better clarify the complex mechanisms determining and regulating this heterogeneity, we applied genomic technologies at the level of single isolated myofibers. Fibers were prepared from soleus and EDL mouse muscles in order to obtain a comprehensive collection of fiber types classified according to myosin heavy chain (MyHC) isoforms. Transcriptomic analysis performed using microarray technology produced expression profiles of myofibers free from the background of non-contractile cell of the muscles. This permitted to identify a complete catalogue of genes differentially expressed among fiber types, mainly coding for metabolic enzymes, isoforms of the contractile proteins, and proteins involved in calcium homeostasis. Interestingly, myofibers transcriptionally grouped in 3 different transcriptional clusters, named transcriptional slow (tS), intermediate (tI), and fast(tF), mainly according to their metabolism and speed of contraction. This transcriptionally based myofibers grouping only partially fit with myofibers classification based on MyHC isoforms. In addition, using microarray data, we identified a limited set of transcriptional markers that can be used to unequivocally classify myofibers in one of the three clusters (tS, tI, or tF). This approach based on single cell analysis would allow a better description and comprehension of the adaptive transitions at transcriptional level occurring in myofibers under physiological and pathological conditions.
2019-12-20 | GSE98325 | GEO
Project description:We developed a method of combining single myofiber isolation with SMART-seq to analyze the whole transcriptome of single myofibers. Here we apply this technique to analyze the variation in the transcriptome of young (4 weeks) and old (19 months) mice. We see the deregulation of a variety of genes that have been reported, or may cause, the deterioration of the muscle in aging. This confirms the applicability of our novel technique for use in analyzing the transcriptome of individual myofibers under various different conditions.
2019-11-20 | GSE138591 | GEO
Project description:Long non-coding RNAs (lncRNAs) are emerging as important players in the regulation of several aspects of cellular biology. For a better comprehension of their function it is fundamental to determine their tissue or cell specificity and to identify their subcellular localization. In fact, the activity of lncRNAs may vary according to cell-type specific expression and subcellular localization. Myofibers are motor units of skeletal muscles characterized by great metabolic plasticity. How lncRNAs are expressed in different myofibers, participate to metabolism regulation, and are compartmentalized within a single myofiber is still unknown. We compiled a complete and integrated catalogue of lncRNAs expressed in skeletal muscle, associating the fiber-type specificity and subcellular location to each of them, demonstrating that many are altered when muscles changes myofiber composition and metabolism according to specific stimuli. We demonstrated that the lncRNA Pvt1, activated early during muscle atrophy, impacts mitochondrial respiration and morphology and affects mito/autophagy and myofiber size in vivo by binding specific DNA regions. This work corroborates the importance of lncRNAs in the regulation of metabolism and neuromuscular pathologies and offers a valuable resource to study the metabolism in single cells characterized by pronounced plasticity.
2019-01-07 | GSE112716 | GEO
Project description:We report the application of single myofiber ATAC-Seq (smfATAC-Seq) to investigate the chromatin accessibility of a single myofiber without the presence of confounding muscle resident cell types. This method demonstrates that open chromatin regions of myonuclei can be tagmentated and high-quality sequencing ready libraries can be generated from these fragments. To perform comparative analysis as well as to demonstrate the applicability of the smfATAC-Sew to study changes in chromatin of myonuclei within different contexts, smfATAC-Seq was performed both on uninjured myofibers as well as injured myofibers seven days after induced injury. Furthermore, ATAC-Seq on 5000 muscle stem cells (MuSCs) was also performed according to the previously described OMNI ATAC-Seq protocol (Corces, M.R. et al. Nature Methods, 2017) in order to compare the sequencing quality of the smfATAC-Seq as well as to demonstrate the changes in open chromatin that occur from the stem cell state to the fully differentiated myofibers. smfATAC-seq resulted in comparable coverage and sequencing depth to the ATAC-seq performed on MuSCs and allowed for peak calling and differential peak analysis. These analysis revealed that the open chromatin state of uninjured and injured myofibers after seven days are mostly similar although some regions invovled in immune response remain in an open state in the injured myofibers compared to the uninjured myofibers and the regions involved in structural formation of the muscle are more accessible in the case of regeneration. Even though certain differences in the open chromatin are observed, smfATAC-Seq analysis suggest that overall, the open chromatin state of the myonuclei returns back to homeostasis after seven days of regeneration. Furthermore, smfATAC-Seq comparison with the ATAC-Seq from MuSCs show the differences in open chromatin regions between these conditions. Increased accessibility of genes involved in myogenesis and structural components can be observed in the myofibers compared to MuSCs while MuSCs show increased accessibility in regions involved in membrane permeability and signalling pathways. In addition, the regions that are accessible for both conditions include genes involved in mitochondrial transport, regulation of transcription and regulation of metabolites and energy. Overall, this study introduces smfATAC-Seq that succesfully assesses the genome-wide chromatin accessibility of a single myofiber with relatively high sequencing depth. The smfATAC-Seq can be used to perform comparative analysis between different conditions such as injury. However, this method can be readily applied to study differences between young and old myofibers or in the context of muscular dystrophy, cachexia, and exercise.
2022-02-13 | GSE173676 | GEO
Project description:Background: skeletal muscle is a complex, versatile tissue composed of a variety of functionally diverse fiber types. Although the biochemical, structural and functional properties of myofibers have been the subject of intense investigation for the last decades, understanding molecular processes regulating fiber type diversity is still complicated by the heterogeneity of cell types present in the whole muscle organ. Methodology/Principal Findings: we have produced a first catalogue of genes expressed in mouse slow-oxidative (type 1) and fast-glycolytic (type 2B) fibers through transcriptome analysis at the single fiber level (microgenomics). Individual fibers were obtained from murine soleus and EDL muscles and initially classified by myosin heavy chain isoform content. Gene expression profiling on high density DNA oligonucleotide microarrays showed that both qualitative and quantitative improvements were achieved, compared to results with standard muscle homogenate. First, myofiber profiles were virtually free from non-muscle transcriptional activity. Second, thousands of muscle-specific genes were identified, leading to a better definition of gene signatures in the two fiber types as well as the detection of metabolic and signaling pathways that are differentially activated in specific fiber types. Several regulatory proteins showed preferential expression in slow myofibers. Discriminant analysis revealed novel genes that could be useful for fiber type functional classification. Conclusions/Significance: as gene expression analyses at the single fiber level significantly increased the resolution power, this innovative approach would allow a better understanding of the adaptive transcriptomic transitions occurring in myofibers under physiological and pathological conditions.
2011-07-21 | GSE23244 | GEO
Project description:MicroRNA-expression profile of dystrophic single fibres vs wild type single fibers isolated from different muscle of mdx and c57bl mice. Myofibers were isolated from different muscle type (tibialis, diaphragm and quadriceps of gender- (male) and age- (3 month old and half) matched wt and dystrophic mice). 9 total samples per animal model, 3 replicates per muscle type sample
2012-12-21 | E-GEOD-21219 | biostudies-arrayexpress
Project description:Mammalian skeletal muscle contains heterogenous myofibers with different contractile and metabolic properties that sustain muscle mass and endurance capacity. The transcriptional regulators that govern these myofiber gene programs have been elucidated. However, the hormonal cues that direct the specification of myofiber types and muscle endurance remain largely unknown. Here we uncover the secreted factor Tsukushi (TSK) as an extracellular signal that is required for maintaining muscle mass, strength, and endurance capacity, and contributes to muscle regeneration. Mice lacking TSK exhibited reduced grip strength and impaired exercise capacity. Muscle transcriptomic analysis revealed that TSK deficiency results in a remarkably selective impairment in the expression of myofibrillar genes characteristic of slow-twitch muscle fibers that is associated with abnormal neuromuscular junction formation. AAV-mediated overexpression of TSK failed to rescue these myofiber defects in adult mice, suggesting that the effects of TSK on myofibers are likely restricted to certain developmental stages. Finally, mice lacking TSK exhibited diminished muscle regeneration following cardiotoxin-induced muscle injury. These findings support a crucial role of TSK as a hormonal cue in the regulation of contractile gene expression, endurance capacity, and muscle regeneration.
2022-01-08 | GSE193089 | GEO
Project description:MicroRNA-expression profile of dystrophic single fibers compared to wild type single fibers isolated from different muscles of mdx and C57BL mice. Myofibers were isolated from different muscle types (tibialis, diaphragm and quadriceps) of gender- (male) and age- (3 month old and half) matched wt and dystrophic mice. 9 total samples per animal model (C57BL, mdx), 3 replicates per muscle type.
2015-11-25 | E-GEOD-21498 | biostudies-arrayexpress
Project description:Background: skeletal muscle is a complex, versatile tissue composed of a variety of functionally diverse fiber types. Although the biochemical, structural and functional properties of myofibers have been the subject of intense investigation for the last decades, understanding molecular processes regulating fiber type diversity is still complicated by the heterogeneity of cell types present in the whole muscle organ. Methodology/Principal Findings: we have produced a first catalogue of genes expressed in mouse slow-oxidative (type 1) and fast-glycolytic (type 2B) fibers through transcriptome analysis at the single fiber level (microgenomics). Individual fibers were obtained from murine soleus and EDL muscles and initially classified by myosin heavy chain isoform content. Gene expression profiling on high density DNA oligonucleotide microarrays showed that both qualitative and quantitative improvements were achieved, compared to results with standard muscle homogenate. First, myofiber profiles were virtually free from non-muscle transcriptional activity. Second, thousands of muscle-specific genes were identified, leading to a better definition of gene signatures in the two fiber types as well as the detection of metabolic and signaling pathways that are differentially activated in specific fiber types. Several regulatory proteins showed preferential expression in slow myofibers. Discriminant analysis revealed novel genes that could be useful for fiber type functional classification. Conclusions/Significance: as gene expression analyses at the single fiber level significantly increased the resolution power, this innovative approach would allow a better understanding of the adaptive transcriptomic transitions occurring in myofibers under physiological and pathological conditions. EDL and soleus muscles were incubated with type I collagenase to dissociate intact myofibres that were separated under stereo microscope from the bulk of hyper contracted fibres. Isolated myofibres were divided in two parts: one was immersed in Laemmli buffer for fibre typing; the other was placed in RNA extraction buffer for RNA amplification. We analyzed the transcription profiles of 10 biological replicas of type 2B single muscle fibres from EDL and 10 biological replicas of type 1 single muscle fibres from soleus. Microarray competitive hybridizations were carried out against an artificial control with a balanced composition of type 1 and type 2B fibres (20 hybridizations). Each oligonucleotide is spotted in two replicates on the glass slide, so for every data two intra-slide replicas are present. The control was created as follows: three couples of soleus and EDL muscles were removed from 3 different mice and treated with collagenase. Total RNA was extracted separately from EDL and soleus muscles. By mixing about 1/3 RNA from EDL and 2/3 RNA from soleus muscles the control had approximately the same contributions of type 1 and type 2B fibres. Purified RNA samples from single fibres and from control were amplified twice using the Amino Allyl MessageAmpM-bM-^DM-" II aRNA Amplification Kit (Ambion).
2011-07-20 | E-GEOD-23244 | biostudies-arrayexpress
Project description:Sarcopenia is a degenerative condition that consists in the age-induced atrophy and functional decline of skeletal muscle cells (myofibers). A common hypothesis is that inducing myofiber hypertrophy should also reinstate myofiber contractile function but such model has not been extensively tested. Here, we find that the levels of the ubiquitin ligase UBR4 increase in skeletal muscle with aging, and that muscle-specific UBR4 loss rescues age-associated myofiber atrophy in mice. However, UBR4 promotes proteolysis by the proteasome and consequently UBR4 loss reduces the muscle specific force and accelerates the decline in muscle protein quality that occurs with aging in mice. Similarly, hypertrophic signaling induced via muscle-specific loss of UBR4 and of several other ubiquitin ligases consistently compromises muscle function and shortens lifespan in Drosophila by reducing protein quality control. Altogether, these findings indicate that ubiquitin ligases regulate in opposite fashion myofiber size and muscle protein quality control during aging.
2021-01-07 | GSE149637 | GEO