Abstract
Skeletal muscles connect bones and tendons for locomotion and posture. Understanding the regenerative processes of muscle, bone and tendon is of importance to basic research and clinical applications. Despite their interconnections, distinct transcription factors have been reported to orchestrate each tissue’s developmental and regenerative processes. Here we show that Scx expression is not detectable in adult muscle stem cells (also known as satellite cells, SCs) during quiescence. Scx expression begins in activated SCs and continues throughout regenerative myogenesis after injury. By SC-specific Scx gene inactivation (ScxcKO), we show that Scx function is required for SC expansion/renewal and robust new myofiber formation after injury. We combined single-cell RNA-sequencing and CUT&RUN to identify direct Scx target genes during muscle regeneration. These target genes help explain the muscle regeneration defects of ScxcKO, and are not overlapping with Scx-target genes identified in tendon development. Together with a recent finding of a subpopulation of Scx-expressing connective tissue fibroblasts with myogenic potential during early embryogenesis, we propose that regenerative and developmental myogenesis co-opt the Scx gene via different mechanisms.
Introduction
Regeneration of adult skeletal muscles following injury is initiated by the activation and proliferation of satellite cells (SCs). After extensive proliferation, progenitors undergo differentiation and fusion with each other or existing myofibers to recreate functional muscle tissue(Yin, Price et al. 2013, Liu, Nelson et al. 2014, Fukada, Higashimoto et al. 2022). The intrinsic and extrinsic factors regulating myogenesis have been extensively investigated. The key transcription factors governing this process are largely the same as those deployed during embryogenesis, including paired-homeodomain proteins Pax3 and Pax7, basic helix-loop-helix (bHLH) myogenic regulatory factors (MRFs) such as Myf5 and MyoD1, and the myocyte enhancer factor 2 (MEF2) family; however, their relative contribution or redundancy vary between the two processes(Hernandez-Hernandez, Garcia-Gonzalez et al. 2017). To date, resident Pax7+ SCs are recognized as the major source of muscle stem cells in adult limb muscles. None of these myogenic transcription factors are known to participate in tendon development or regeneration.
Both muscle and tendon progenitors reside in the somite during embryonic development but are located in different compartments. Pax3 and Pax7 are expressed in the dermomyotome, which gives rise to the myotome expressing Myf5 and/or MyoD1. The syndetome, on the other hand, is defined by the expression of the earliest tenogenic progenitor marker Scx, and gives rise to tendon and ligament(Brent, Schweitzer et al. 2003). Like Myf5 and MyoD1, Scx is a bHLH transcription factor, and they all bind to a DNA sequence motif called the E-box(Cserjesi 1995). Scx expression persists in mature tenocytes, ligaments, and connective tissue fibroblasts (CT)(Murchison, Price et al. 2007). Scx mutant mice have poorly developed tendons with drastically reduced expression of tendon matrix genes(Murchison, Price et al. 2007, Yoshimoto, Takimoto et al. 2017, Shukunami, Takimoto et al. 2018). In adult tendon regeneration, the Tppp3+Pdgfra+ tendon stem cell population turn on Scx for tendon regeneration(Harvey, Flamenco et al. 2019). Lastly, Scx function is required in post-natal tendon growth and regeneration(Howell, Chien et al. 2017, Sakabe, Sakai et al. 2018, Gumucio, Schonk et al. 2020, Korcari, Muscat et al. 2022).
Intriguingly, lineage tracing using a constitutive ScxCre in mouse embryos found descendant cells in cartilage, tendon, ligament, muscle, and muscle interstitial CT(Yoshimoto, Takimoto et al. 2017, Esteves de Lima, Blavet et al. 2021, Ono, Schlesinger et al. 2023), suggesting that Scx is expressed either in several distinct musculoskeletal subpopulations, or in a common progenitor that gives rise to different fates. Ablation of embryonic Scx+ cells cause a change in muscle bundling(Ono, Schlesinger et al. 2023), presumably due to the loss of instructive cues from the tendon (or CT) to form proper muscle pattern(Kardon 1998). In adult muscles, Hic1+ quiescent mesenchymal progenitors (MPs) give rise to Scx+ cells in the muscle interstitial compartment, and ablation of Hic1+ cells negatively impacts muscle regeneration(Scott, Arostegui et al. 2019). Muscle interstitial Scx+ cells engrafted into the muscle contribute only to extracellular matrix remodeling(Giordani, He et al. 2019). A survey of muscle interstitial CT assigned a sub-population of cells expressing tendon markers (including Scx) as paramysial cells - cells lining next to the perimysium that wraps around muscle fascicles(Muhl, Genove et al. 2020). Furthermore, Strenzke and colleagues showed that secretome from Scx overexpressed cells could significantly increase myoblast fusion and metabolic activity in vitro(Strenzke, Alberton et al. 2020). Collectively, these data indicate that while some embryonic Scx+ cells can incorporate into myofibers, adult Scx+ cells contribute to skeletal muscle architecture and repair/regenerative process in a paracrine manner.
Serendipitously, in the ScxGFP transgenic mouse Tg-ScxGFP(Pryce, Brent et al. 2007), we observed GFP fluorescence in SCs and regenerating myofibers after injury. We conducted a series of experiments to show that endogenous Scx is expressed in activated SC after injury. We show that Scx is functionally relevant in muscle regeneration by inactivating Scx in Pax7+ SCs (ScxcKO).We employed single-cell RNA-sequencing (scRNA-seq) and CUT&RUN to define Scx’s target genes during muscle differentiation and fusion. Down-regulation of Scx’s target genes such as Mef2a, Cflar, Capn2, and Myh9, explains the regenerative defects of ScxcKO mice. In contrast to adult Scx+ muscle CT and embryonic muscle-forming Scx+ cells, our findings reveal a previously unappreciated role of Scx in adult Pax7+ SCs.
Results
ScxGFP transgene is expressed in the regenerative myogenic lineage
When we analyzed tibialis anterior (TA) muscles of the Tg-ScxGFP (ScxGFP) mice, scattered GFP+ cells were found in the interstitial space, but not in quiescent Pax7+ SCs nor in myofibers (Fig. S1A). Unexpectedly, we found GFP signal in injured muscles. In cardiotoxin (CTX) injured TA muscles of ScxGFP mice at 5 days post-injury (dpi) (Fig.1A), we found GFP colocalized with Pax7+ SCs (Fig.1B). GFP also overlaps with committed myogenic progenitor marker MyoD1, myocyte marker Myogenin (Myog), and myosin heavy chain (MHC) in terminally differentiated myofibers (Fig. 1C; Fig. S1B-D for split channels). When we analyzed muscles administered with 5-ethynyl-2′-deoxyuridine (EdU) for 5 days after CTX injury (Fig. 1A), GFP was found to colocalize with proliferated (EdU+) Pax7+ cells (Fig. 1D). Thus, ScxGFP is expressed, albeit at varying levels, in the myogenic lineage during regenerative process.
We next determined ScxGFP expression in cultured SCs. For this, we employed a four-surface marker fluorescent activated cell sorting (FACS) scheme (Sca1-CD31-CD45-Vcam1+)(Liu, Cheung et al. 2015) to purify SCs from hindlimb muscles of ScxGFP mice (Fig. 1E; S1E, F); ∼ 98% of isolated cells were Pax7+ (Fig. S1G, H). While Pax7 was detected in the SC immediately after FACS isolation, neither MyoD nor GFP was detected (Fig. 1F). After two days in culture, most cells were Pax7, MyoD and GFP triple positive (Fig. 1G). After switched to differentiation media for 2 days, GFP signal persisted in MHC+ myotubes (Fig. 1H). We therefore conclude that ScxGFP expression is initiated after SC becomes activated and continues into differentiated myofibers in vivo and in vitro.
Endogenous Scx is expressed in activated SCs
To ensure that the ScxGFP expression observed in adult regenerative myogenesis is not caused by mis-expression due to transgene insertion site, we utilized ScxCreERT2 for tamoxifen (TMX) inducible lineage tracing with a tdTomato (tdT) reporter (RtdT)(Madisen, Zwingman et al. 2010). Two experimental groups with different tamoxifen (TMX) and injury regimen were designed (Fig. 2A): 1) TMX-induced marking before injury, and 2) TMX-induced marking after injury; muscles were harvested at 14 dpi for analysis. Mice treated with TMX before injury showed little to no tdT+Pax7+ SCs or tdT+ regenerative muscle fibers (identified by centrally located nuclei). By contrast, mice treated with TMX after injury showed ∼ 30% of Pax7+ SCs and all regenerated myofibers as tdT+ at 14 dpi (Fig. 2C-D). Pax7+ SC densities were not different between these two groups (Fig. S2A). These data extend the ScxGFP results in that 1) marked interstitial Scx+ cells prior to injury do not possess myogenic potential, 2) endogenous Scx is expressed in activated SCs for regenerative myogenic lineage-marking, and 3) lineage-marked Scx+ SCs are capable of renewal as Pax7+ SCs at 14 dpi. Examination of two published SC bulk RNA-seq data confirmed Scx expression in SCs isolated from wild type(Li, Rozo et al. 2019) and mdx mice(Madaro, Torcinaro et al. 2019) (Fig. S2B). Re-analysis of a published scRNA-seq data set of SCs(Dell’Orso, Juan et al. 2019) also revealed a wide-spread Scx expression at 2.5 dpi (Fig. 2E; and more below). We conclude that endogenous Scx, like ScxGFP, is expressed by activated SCs and regenerative myogenic cells in adult mice.
Scx is required for adult skeletal muscle regeneration
To determine whether Scx plays a direct role in the myogenic lineage during regeneration, we combined floxed Scx (ScxF)(Murchison, Price et al. 2007) and Pax7Cre-ERT2 (Pax7CE)(Lepper, Conway et al. 2009) to generate ScxcKO mice for TMX-inducible gene inactivation (Fig. S3A); loxP sites flank the first exon of Scx (Fig. S3B). Either tdT or YFP (RYFP) reporter (specified in figures and legends) was included for cell marking. Highly efficient and selective removal of exon1 was determined using genomic DNA samples of FACS-isolated control and ScxcKO SCs (Fig. S3A–D).
ScxcKO mice have muscle regeneration defects
Next, we injured control and ScxcKO mice with CTX, and compared their regeneration at 5 and 14 dpi (Fig. 3A); samples shown in Fig. 3 carried the tdT reporter. At 5 dpi, ScxcKO’s regenerating myofibers were significantly smaller than those in control mice (Fig. 3B, C). Similar results were obtained in mice carrying the YFP reporter (Fig. S3 J, K). At 14 dpi, regenerated myofibers in ScxcKO mice were still considerably smaller than those of the control (Fig. 3D, E). Thus, Scx function is needed in the Pax7+ SC-lineage for robust regeneration of muscle fibers.
ScxcKO mice show reduced SC proliferation and renewal
Considering that Scx expression is initiated in activated SCs but not in quiescent SCs, and ScxcKO mice have smaller regenerative myofibers, it stands to reason that Scx plays a role in their proliferation. At 5 dpi, we noted a ∼ 7-fold reduction in Pax7+ SCs in the ScxcKO samples (Fig. 3F, Fig. S3E, F). To show proliferation defect, we administered EdU and assessed cumulative proliferation index over the first 5 days of injury (Fig. 3A, top panel). Compared to the control, the fraction of Pax7+ ScxcKO SCs that incorporated EdU (i.e., EdU+Pax7+) was reduced by ∼ 4-fold (Fig. 3G and 3H). We did not observe appreciable levels of programmed cell death (PCD) in control and ScxcKO at 5 dpi using an anti-active Caspase3 antibody. We also quantified Pax7+ SCs number at 14 dpi (Fig. 3A, bottom panel) and found a ∼ 5-fold reduction of renewed SCs in the ScxcKO group (Fig. 3I, Fig. S3H, I). Thus, Scx is autonomously required for SC proliferation and renewal following injury.
Basement membrane-myofiber interaction in control and ScxcKO mice
When we examined laminin (i.e., basement membrane) and MHC in control 5 dpi samples, we found that the laminin boundary juxtaposed the regenerative myofiber surface (Fig. S3F). By contrast, many small ScxcKO MHC+ fibers did not fill out to the laminin boundary and the laminin-circled areas were smaller than those in the control (Fig. S3G). We suggest that the laminin pattern in the ScxcKO represent left-over basement membranes of dead myofibers (caused by injury), i.e., the ghost fiber(Webster, Manor et al. 2016). The collapsed shrunken appearance is likely due to the small new fibers not able to fill up the space. Ghost fibers are thought to be replaced by basement membranes produced by regenerated fibers over time. At 14 dpi, regenerated myofibers in both control and ScxcKO were tightly surrounded by laminin despite their difference in size (Fig. S3H, I), suggesting that ScxcKO regenerated myofibers are capable of making their own new basement membranes.
Scx is needed for robust proliferation of SC in culture
To examine Scx function in the SC without interactions with other cell types in the injured/regenerative environment, we turned to in vitro assays using purified SCs (Fig. 4A). To simplify FACS isolation of SC, we utilized either the tdT or the YFP fluorescent reporter (Fig. S4A, B). SC purity was assessed by staining for Pax7 immediately after FACS. We were surprised that YFP-marked SCs (YFP-SCs) exhibited higher purity than tdT-marked SCs (Fig. 4B). Murach and colleagues have reported exosomal transfer of tdT mRNA from lineage-marked Pax7+ cells to other cell types(Murach, Peck et al. 2021). The difference we observed between these 2 reporters suggests that high levels of tdT mRNA produced by a strong promoter/enhancer leads to more tdT+ non-SCs by exosomal transfer.
As such, we opted to use YFP-marked control and ScxcKO SCs in subsequent studies for higher SC purity. Of note, ScxcKO with YFP reporter had similar regenerative defects as that with tdT reporter (Fig. S3J, K). By EdU incorporation assay, we found that cultured ScxcKO SCs displayed reduced proliferation indices at days 2, 3 and 4. Curiously, the number of ScxcKO cells per imaged area (i.e., cell density) barely increased during this time course, despite EdU incorporation (Fig. 4C, D, E). We next carried out live imaging (Fig. S4C) to document the behavior of control and ScxcKO SCs. Consistent with EdU incorporation, control SCs showed a faster increase in cell number/density than ScxcKO SCs (Fig. S4D, E). ScxcKO cells also showed a slightly reduced cell mobility (Fig. S4F). As found in vivo, we did not detect a difference of PCD (by anti-cleaved Caspase3) between control and ScxcKO SCs (Fig. 4F). However, we did observe cell loss during live-imaging (Fig. S4G, H): More ScxcKO cells rounded up or appeared necrotic before disappearing. Our results support that Scx acts autonomously in the SC to promote proliferation and migration.
Scx expression by Single-Cell RNA-Sequencing (scRNA-Seq)
To determine the mechanism underlying Scx’s role in the SC-lineage, we employed scRNA-seq using the 10x Chromium platform (Fig. S5A). For this, multiple sites of BaCl2 injection were made to TA and gastrocnemius muscles of control and ScxcKO mice to induce wide-spread injury and activate as many SCs as possible(Morton, Norton et al. 2019). Because the published sc-RNA-seq data(Dell’Orso, Juan et al. 2019) indicated a widespread Scx expression at 2.5 dpi (Fig. 2F), we chose this time point for investigation.
YFP-marked control and ScxcKO SCs at 2.5 dpi were FACS-isolated and immediately subjected to scRNA-seq (Fig. 5A). Data were analyzed using the R package Seurat and unsupervised graph-based clustering(Hao, Hao et al. 2021). After filtering, 11,388 control and 12,844 ScxcKO cells, respectively (with ∼23,000 detectable genes), were qualified for analysis. We utilized uniform manifold approximation and projection (UMAP) to display all cells in the unified dataset and performed unsupervised shared nearest neighbor (SNN) clustering to partition cells into 18 (0-17) clusters (Fig. S5B). We annotated the cell types by examining the normalized expression level and frequency of canonical cell type-specific genes. The percentages of cells within each cluster in control and ScxcKO were also calculated (Fig. S5C). Clusters 0-2 and 4-11 contained the majority of cells expressing myogenic genes. Clusters 3 and 12-17 represent non-myogenic cell types, including various immune cells, endothelial cells, and Schwann cells (presumably due to exosomal transfer of YFP mRNA). Cluster 13 was assigned as monocytes/macrophages/platelets, but expressed myogenic genes. They are likely the immunomyoblast proposed by Oprescu et al(Oprescu, Yue et al. 2020). Below, we focused on myogenic clusters to investigate the defects associated with ScxcKO.
sc-RNA-seq confirms Scx expression during regenerative myogenesis
Of the 11 myogenic cell clusters, we classified them into four categories: early activated SC, activated SC, myocyte, and mature skeletal muscle (Fig. S5B). Within the categories of early activated SC and activated SC, multiple cell clusters were included and numbered as different states. Here, numbers were arbitrarily assigned and not meant to reflect their temporal sequence. Early activated SC 1 - 3 were represented by clusters 4, 5, 9, and expressed varying levels of Pax7, Myod1, and Myf5 (Fig. S5B, D, E). We assigned clusters 0, 1, 2 and 7 as activated SC 1 – 4 respectively as they expressed lower levels of Pax7 (compared to early activated SC). Further evidencing our assignment as activated SCs, more cells in these clusters expressed Myod1, Myf5, and Hspa1a(Francetic T 2011, Senf 2013). Cluster 6 represented early myocyte based on increased expression of Myog and Mef2a. Cluster 8 cells expressed high levels of Mymk, indicating that they are competent for fusion. Cluster 11 cells expressed Myh1 and Acta1, representing mature muscle cell. Cluster 10 cells were unknown myogenic cells for they expressed very low levels of myogenic genes. Among these clusters, the level and cell percentage of Scx expression were very low in early activated SCs, and gradually increased from activated SCs to early myocytes, fusion competent myocytes, and mature muscle cells (Fig. S5D, F).
We carried out Monocle 2 trajectory analysis to depict the progression of myogenic cell clusters (Fig. 5B). Given that Scx expression is very low in the early activated SC category and we observed ScxGFP only in activated SC experimentally, we excluded early activated SC 1-3 from analysis. The trajectory revealed a time line consistent with our assignment, from activated SC 1 to mature muscle cells. Of the 4 activated SC clusters, activated SC 1 cells were distributed throughout the activation time line up to early myocyte stage, activated SC 2 and SC 3 cells were preferentially located in earlier time line, whereas activated SC 4 cells were found in a later time, revealing their different states. Early myocytes, fusion competent myocytes, and mature muscle cells were ordered as expected.
scRNA-seq data help identify myogenic differentiation and fusion defects
To understand the timing of Scx action, we compared the relative densities of various cell types/states between the control and ScxcKO cells along the pseudotime (Fig. 5C). Relative to control, a higher density of ScxcKO cells, i.e., peak 2 in Fig. 5C, was noted just before their reduction, i.e., peaks 3 and 4. Peaks 3 and 4 correspond to fusion competent myocytes and mature muscle cells, respectively. This information re-directed us to investigate Scx function in fusion and differentiation. For this, control and ScxcKO SCs were isolated, cultured, plated at the same density, and then switched to differentiation medium (DM) (Fig. 5D). They were assessed for expression of MyoG (for differentiation index) and MHC (for fusion index) daily over 3 days. More control cells expressed MyoG and MHC when compared to ScxcKO cells at each time point (Fig. 5E, F, G). At day 3, ScxcKO cells caught up in differentiation index (still lower than that of control cells), but were still considerably lower in fusion index. This experimental result, aided by pseudotime analysis, supports a role of Scx for regenerative myogenic differentiation.
Molecular pathways governed by Scx in regenerative myogenesis
To gain molecular insight, we examined differentially expressed genes (DEGs) between control and ScxcKO cells along the pseudotime-line. We were particularly intrigued by the DEGs in peak 2, as it represents an early time point of difference to capture candidate direct targets of Scx. There were 3956 DEGs in peak 2 – Scx exhibited the largest log2 fold change in ScxcKO (Fig. 5H and Table S1). In particular, cyclin-dependent kinases Cdk1 and Cdk2 were down-regulated, and CDK-inhibitors Cdkn1a and Cdkn1c were up-regulated in ScxcKO cells at, and prior to, peak 2 (Fig. S5G). This helps explain the proliferation defects of ScxcKO cells. However, higher cell density with less proliferation potential is somewhat counter-intuitive. We suggest that ScxcKO cells not only proliferate slower but also progress slower towards differentiation and fusion, resulting in their stalling and accumulation at the peak 2 transitional juncture (Fig. 5C).
Consistent with the phenotype of ScxcKO, Gene Ontology (GO) term analysis of peak 2 DEGs revealed that control cells showed enrichment of up-regulated genes in the categories of muscle differentiation, growth, and development, among other pathways overlapping with cardiac muscles (Fig. 5I). 17 genes involved in the muscle cell apoptotic process were found, even though we did not detect changes by using anti-cleaved Caspase 3. Unexpectedly, Mymk and Mymx, indispensable for myocyte fusion, were expressed higher in ScxcKO than control cells (Tables S1, S2), possibly reflecting their compensatory up-regulation due to compromised differentiation/fusion of ScxcKO cells. Analyses of peak 3 and 4 DEGs provide additional information about selective differentiation processes being disrupted in ScxcKO cells (see discussion).
Identification of direct targets by CUT&RUN assay
To uncover direct gene targets of Scx that regulate muscle differentiation and/or maturation, we utilized the CUT&RUN(Kaya-Okur, Janssens et al. 2020) assay to determine Scx bindings sites in the genome. To aid this endeavor, a triple-Ty1 tag (3XTy1) was fused to the C-terminus of Scx to create a ScxTy1 allele (Fig. S6A). ScxTy1/Ty1 mice are viable and fertile without apparent tendon abnormality. Ty1 was detected in linearly arrayed patellar tenocytes (Fig. S6B) and in cultured myoblasts (Fig. S6C, D) derived from ScxTy1/Ty1 mice. During differentiation time course over 3 days in culture, the largest fraction of cells with detectable Ty1 presented at day 1 (Fig. S6E).
We performed the CUT&RUN using anti-Ty1 on ScxTy1/Ty1 myoblasts (Scx-CUT&RUN) at 12 h after switching them to DM (Fig. S6F); this time point was chosen to uncover early targets. We included two controls: ScxGFP myoblasts with anti-Ty1, and ScxTy1/Ty1 myoblasts with non-specific IgG. A total of 1003 binding peaks were identified in 862 gene loci with 33.4%, 38.88% and 22.44% located in intergenic regions, introns, and promoters respectively, alongside other genomic regions, respectively (Fig. 6B; Table S3). These peaks were enriched for the bHLH transcription factor binding motif, the E-box: CANNTG (Fig. 6C), indicating high data quality. By integrating the Scx-CUT&RUN data with DEGs in the scRNA-seq data of ScxcKO cells (specifically those in peak 2 of Fig. 5C), we found 207 intersecting genes (Fig. 6D; Table S4). Scx-binding peaks at these gene loci were also enriched for the E-box motif (Fig. 6E), implicating these genes as direct targets. As expected, GO-term of these genes showed enrichment for processes in muscle differentiation, fusion, and myofibril assembly (Fig. 6F; Table S5). We also noted the enrichment for processes of mRNA destabilization, catabolism, poly(A) shortening, etc., suggesting that mRNA metabolism is altered in the ScxcKO (Fig. 6F; Table S5).
Four of the 207 candidate direct target genes provide explanation for the ScxcKO phenotype: Mef2a, Capn2, Myh9, and Cflar. The Scx-CUT&RUN peaks at these loci were in either the promoter region or intron (Fig. 6G; Fig. S6F). Knocking-out and knocking-down Mef2a led to compromised myoblast differentiation in vivo and in vitro, respectively (Seok, Tatsuguchi et al. 2011, Liu, Nelson et al. 2014, Estrella, Desjardins et al. 2015, Wang, Yang et al. 2018). Reduced Mef2a levels explain the compromised myoblast differentiation of ScxcKO cells. Consistently, several Mef2a target genes, such as Hspb7, Atp1a2, Tmem182(Wales, Hashemi et al. 2014) were also down regulated (Table S1, S6). Capn2 is a calpain isoform expressed in the skeletal muscle, and the locus harbors 5 E-boxes and 1 MEF-2 binding sites(Dedieu, Mazeres et al. 2003). Knocking-down Capn2 in C2C12 cells led to compromised cell migration and fusion(Honda, Masui et al. 2008), as observed for ScxcKO cells. Myh9 was shown to regulate bi-polar cell morphology and alignment during myocyte fusion in vitro(Swailes, Colegrave et al. 2006). Its down regulation is consistent with the defective fusion of ScxcKO cells. Lastly, Cflar were shown to proliferation and prevent apoptosis in vascular smooth muscle cells and T lymphocytes(Wang, Prince et al. 2002, Zhang and He 2005, Budd, Yeh et al. 2006, Vesely, Heilig et al. 2009). It may act similarly in the SC to explain reduced proliferation and increased cell loss of ScxcKO cells. These 4 genes displayed reduced expression levels at the early part of the pseudotime trajectory (Fig. 6H-K), consistent with them being direct targets. The other 203 genes likely also contribute to aspects of the ScxcKO phenotype in ways yet to be determined. Taken together, Scx directly regulates a set of E-box containing genes, and several of these genes have direct implications to the phenotype observed.
Discussion
Here we show that Scx is expressed in activated mouse SCs, and it regulates many aspects of muscle regenerative process, from proliferation, cell survival, migration, to differentiation and fusion. The Scx target genes we identified underscore its function in muscle regeneration.
The multiplicity of Scx-lineage
Since the initial description of the Scx gene(Cserjesi 1995), most efforts have been focused on its role in tendon. Its early expression in the syndetome and the limb mesenchyme eventually becomes realized in tendons, ligaments, and CT(Schweitzer, Chyung et al. 2001, Brent, Schweitzer et al. 2003, Tozer and Duprez 2005, Pryce, Brent et al. 2007). Lineage tracing by ScxCre confirmed aforementioned descendant cell types alongside other cell types(Esteves de Lima, Blavet et al. 2021, Ono, Schlesinger et al. 2023). Of relevance, a lineage contribution to myofibers was found. The temporal emergence of Scx+ cells with myogenic potential was not provided by constitutive Cre-mediated lineage tracing. On the other hand, TMX-inducible lineage tracing mediated by the CT marker gene Ors1 (i.e., using an Ors1CreERT2) revealed myogenic incorporation competence that declines towards late embryogenesis(Esteves de Lima, Blavet et al. 2021). A Prx1+ CT population has also been shown to incorporate into the myofiber near the myotendonous junction (MTJ) at neonatal stages(Yaseen, Kraft-Sheleg et al. 2021). Consistently, scRNA-seq of embryonic chick limb mesenchyme identified a cell cluster co-expressing CT and myogenic signatures at multiple stages(Esteves de Lima, Blavet et al. 2021). Whether these bi-potential CT/myogenic cells arise from dermomotyotome, syndetome or a yet-to-be identified origin, remains to be rigorously examined.
We show here that adult SCs express ScxGFP upon injury and culture, and that ScxGFP is co-localized with Pax7, MyoD and MHC. scRNA-seq data confirm endogenous Scx expression in multiple regenerative myogenic clusters/states, in which the other CT markers Twist2, Ors1, and Pdgfra are barely detectable. Moreover, only the lineage-marked Scx+ cells induced after, but not prior to, injury contribute to regenerative muscles and SCs. Together, these results support that muscle interstitial Scx+ CT (lineage-marked prior to injury) have no myogenic potential, whereas activated Pax7+ SCs expressing Scx (lineage-marked after injury) can contribute to new muscles and SCs. This is consistent with transplanted Scx+ CT(Giordani, He et al. 2019) lacking a contribution to muscle. Adult muscle interstitial CT are highly heterogeneous within a muscle group as well as between muscle groups based on scRNA-seq data, and not all CT express Scx(Muhl, Genove et al. 2020). Anatomically, adult muscle interstitial Scx+ cells are paramysial cells that line the perimysium(Muhl, Genove et al. 2020). Lineage tracing data showed that Scx+ CT and MTJ cells were descendants of Hic1+ MPs, but no myofiber incorporation from the Hic1+ lineage was noted(Scott, Arostegui et al. 2019). Whether CT/myogenic bipotential progenitors exist in adult muscle is of considerable interest. Regardless, our results strongly support that SCs express Scx after activation and require Scx function for efficient regeneration.
Scx function in tendon versus muscle
Scx has been consider a master regulator of tendon (and ligament) development as Scx mutant mice develop severely compromised tendons in the limbs and tail(Murchison, Price et al. 2007, Yoshimoto, Takimoto et al. 2017, Shukunami, Takimoto et al. 2018). Scx is required for the expression of multiple tendon matrix protein encoding genes such as Col1a1, Col3a1, and Tnmd (Shukunami, Takimoto et al. 2018), but not for tendon progenitor specification. Ablation of embryonic Scx+ cells led to mis-patterned muscle bundles(Ono, Schlesinger et al. 2023), supporting an interdependence between muscle and tendon for connectivity(Kardon 1998). Retrospectively, the observed muscle mis-pattern by ablating Scx+ cells likely included ablation of CT/myogenic cells and tendon cells. In adult, Scx continues to be required for tendon growth and repair after injury(Howell, Chien et al. 2017, Sakabe, Sakai et al. 2018, Gumucio, Schonk et al. 2020, Korcari, Muscat et al. 2022). By contrast, we focused on Scx function in proliferation, migration, differentiation, and fusion within the Pax7+ SC lineage for muscle regeneration. GO-term analyses and literature reviews of DEGs from our scRNA-seq and CUT&RUN data sets have also identified genes in many myogenic processes, instead of genes in tenogenic or CT processes, that help understand the role of Scx for muscle regeneration.
Scx downstream target genes in tendon versus muscle
Scx binds to E-box as MyoD1 and Myf5. The initial characterization of Scx showed that it could activate reporter genes driven by an E-box derived from the enhancer of the muscle creatine kinase (MCK) gene(Cserjesi 1995). Eventually, the tendon-specific Tnmd gene, with multiple functional E-boxes in its promoter, was shown to be a direct target of Scx(Shukunami, Takimoto et al. 2006, Shukunami, Takimoto et al. 2018). Recently, bulk-RNA-seq and ChIP-seq were combined to define Scx target genes in embryonic tenocytes(Li, Wu et al. 2021). Although their and our data sets are not age-matched and obtained by different methods, we compared them nonetheless. Overall DEGs (including those without Scx-binding sites) between our and their data yielded minimal overlap (0.9%, using the criteria of log2FC > 0.5). Two genes, Htra3 and Olfml2b, are overlapping DEGs (48 genes for tenocytes and 207 genes for myoblasts) with Scx-binding sites, and neither gene has been studied in tendon or skeletal muscle. Lastly, the compiled E-box sequences bound by Scx in tenocytes and myoblasts are not different. Thus, the deployment of Scx by adult SCs is not a re-use of its function in the tendon. The distinctiveness of Scx target genes between these two tissues is most likely attributed to chromatin accessibility imposed by different epigenomes.
Indirect target genes of Scx further explain defects of the ScxcKO
Although we emphasized Scx’s direct target genes in peak 2 of Fig. 5C, there were many more DEGs that were indirect targets (i.e. without significant Scx-CUT&RUN peaks). Dysregulation of those genes also provide insights to Scx-regulated muscle regeneration. For the proliferation defect, we mentioned 4 dysregulated cell cycle regulators in the results section. In addition, Erk1/2/3 (Mapk1/3/6), known for their role in cell growth, also exhibited lower expression levels in ScxCKO cells during the early pseudotime phase (Tables S1, S6). For GO-enrichment in cell migration (20 genes; Table S2), Itga2 and Crk are worth noting as they have been shown to play this role in non-muscle cell contexts(Ren, Zhao et al. 2019, Cai, Guo et al. 2022),(Chuang, Wu et al. 2018),(Huang, Clarke et al. 2015). They may mediate myogenic cell migration under the umbrella program of Scx. For differentiation and fusion at the later pseudotime phase, there are 1942 and 755 DEGs (Tables S6, S7) in peaks 3 and 4 (Fig. 5C), respectively. GO-term analyses identified 74 (in peak 3) and 47 (in peak 4) genes related to muscle differentiation (Tables S8, S9). Several of them have documented roles in myogenic differentiation, e.g., Hacd1(Lin, Yang et al. 2012),(Blondelle, Ohno et al. 2015), Klhl41(Paxton, Cosgrove et al. 2011, Ramirez-Martinez, Cenik et al. 2017), Ehd2(Doherty, Demonbreun et al. 2008, Posey, Pytel et al. 2011), and Lmna(Dubinska-Magiera, Zaremba-Czogalla et al. 2013, Maggi, Carboni et al. 2016). As these gene products act in different cellular compartments and mediate distinct processes, Scx does not appear to govern a singular process for muscle differentiation. How these indirect genes come to be dysregulated in the absence of Scx remains to be deciphered.
Together with the embryonic CT/myogenic bipotential cells and the Prx1+ CT capable of myogenic fusion near the MTJ, our results add an additional layer of complexity and further blur the molecular and cellular boundaries that divide muscle versus tendon/CT identity. The wealth of information of heterogeneous cell types and states obtained by scRNA-seq will continue to break many long-accepted concepts of tissue-restricted functions of transcription factors.
Methods
Mouse strains
Pax7CE/+ (Pax7Cre-ERT2)(Lepper, Conway et al. 2009), RYFP (Gt(ROSA)26Sortm19EYFP)Cos/J)(S Srinivas 1 2001), RtdT (Gt(ROSA)26Sortm14(CAG-tdtomato)Hze/J)(Madisen, Zwingman et al. 2010), ScxF (Scxtm1Stzr)(Murchison, Price et al. 2007), ScxCreERT2 (Scxtm2(cre/ERT2)Stzr)(Howell, Chien et al. 2017) and Tg-ScxGFP(Pryce, Brent et al. 2007) alleles were obtained from either original investigators or the Jackson Laboratory (JAX). ScxTy1 allele was made and characterized by our group, with 3 Ty1 tags (EVHTNQDPLD) inserted upstream of the TGA codon of the Scx gene. All animals had mixed background. Genotypes of animals are stipulated in text, figures and legends. For qPCR to determine ScxcKO efficiency, primers are in Table S10 (referenced in Fig. S3 legend). Both sexes were used in all experiments and grouped together, except that, only males were used for scRNA–seq. All mice were used between 2-4 month of age. All animal treatment and experiments were approved by the Institutional Animal Care and Use Committee (IACUC) of the Carnegie Institution of Washington (Permit number A3861-01).
TMX and EdU administration
Tamoxifen (TMX; Sigma) was prepared as 20 mg ml−1 stock in corn oil (Sigma) and administered by intraperitoneal injection at the mice at 4mg per 40g body weight following regimens in text, figures and legends. For daily in vivo proliferation tracing, 5-ethynyl-2′-deoxyuridine (EdU, 0.5 mg/ml in PBS; Thermo Fisher Scientific) was administered by intraperitoneal injection at 0.1 mg per 20 g body weight per injection. Muscle samples were collected as specified in figures and legends.
Muscle injury
For CTX injury, control and experimental mice were anaesthetized by isoflurane/oxygen vapor, tibialis anterior (TA) muscle was injected with 50 μl of 10 μM CTX (Cardiotoxin, Sigma-Aldrich) using an insulin syringe (U-100; BD); For BaCl2 injury, control and experimental mice were anaesthetized with 2,2,2-tribromoethanol (Sigma) which was prepared as a 100% (w/v) stock solution in 2-methyl-2-butanol (Sigma), diluted 1:40 in PBS, This anesthetic was delivered through intraperitoneal injection at 10 μl per 1 g body weight. Muscle injury was administrated by injecting 2-4 ul per site of 1.2% (w/v) barium chloride (Fisher Chemical) into approximately 25 sites in the lower hindlimb muscles. Animals were then harvested at the post-injury time point stated in the text and figure legend.
Muscle sample preparation
TA muscle samples were collected, fixed for 8 min in ice-cold 4% paraformaldehyde (PFA) (EM Grade, cat, 157-4) in PBS, sequentially incubated in 10, 20 and 30% sucrose/PBS overnight, embedded in OCT compound (Tissue-Tek, #4583), frozen in isopentane (Sigma)/liquid nitrogen and stored at −80 °C until cryosectioning. Cross-sections (10μM) of the mid-belly region of the muscle were stained with haematoxylin and eosin (H & E; Surgipath) or used for immunostaining and EdU reactions.
SC isolation by FACS and myoblast culture
SCs were isolated according to the protocol described previously(Liu, Cheung et al. 2015, Yue, Wan et al. 2020) with slight modifications. Briefly, mouse hindlimb muscles were dissected, minced and digested with collagenase II (1000U/ml, Worthington) in wash medium (10% Horse Serum (HS, Invitrogen)) in Ham’s F-10 medium with 1% penicillin/streptomycin (P/S, Gibco)) for 1.5h followed by centrifugation and washing. Then, the tissue slurry was further digested by collagenase II (100U/ml) and dispase (1.1U/ml, Gibco) in wash medium for 0.5 h to get single cell suspension for cell sorting. The cell suspension was sorted using a BD ARIA III sorter equipped with 375-nm, 488-nm, 561-nm, and 633-nm lasers. For Fluorescence sorting the YFP+ (tdT+) cells are sorted with green fluorescence; FITC channel 488-nm (red fluorescence; PE channel 568-nm). For 4 surface makers labelling, cells were incubated with 4,6-diamidino-2-phenylindole (DAPI) and fluorophore-conjugated antibodies (BioLegend) against CD31, CD45, stem cells antigen-1(Sca1) and vascular cell adhesion protein 1 (Vcam1) at 4 °C for 0.5 h. After washing, cells were subjected to FACS (DAPI-, CD31-, CD45-, Sca1- and Vcam1+ cells were collected), and data were collected by FACS Diva software v.6.1.3 (BD Biosciences). A small fraction of sorted cells was immunofluorescence staining for the muscle stem cell markers Pax7. For short-time cell culture, freshly sorted mononuclear SCs were plated on Matrigel (catalogue no. 354248; Corning) coated dishes (37 °C for 1 h) and cultured in SCs culture medium (growth medium: 20% FBS, 5% horse serum, 1% penicillin/streptomycin, 1% GlutaMAX supplement (Gibco) and 2.5 ng/ml FGF (R&D systems) in DMEM (Gibco)) at 37°C in tissue culture incubators with 5% CO2. Cells were harvested as specified in the text and figure legend; For long-time cell culture to get stable primary myoblast cell line, freshly-isolated satellite cells were cultured in Ham’s F10 (F10, Sigma), 10% HS and 1% P/S for 2 days, then passage the cell into culture medium and expended the cell for 2 more passages. After that the cells were Cryopreserved into liquid nitrogen for later CUT&RUN and myoblast differentiation and fusion assays; For in vitro differentiation and fusion assay, freshly sorted cells or frozen cells were thawed and cultured in growth medium for 12 h then changed into differentiation medium (2% HS, 1% P/S in DMEM) on Matrigel coated plate and harvested as specified in the figure legend; for EdU labelling, 10μM EdU was added to the SC culture medium for 6hr before harvesting for assay.
Live imaging
Freshly isolated SCs were cultured in growth medium on Matrigel-coated 48well dish at 5K cells per well, 3 wells per sample, and 5 locations per well. Images were collected every 10 min for 4 days. A short interval at the end of each day was used to adjust the focus and add medium to get quality video and keep the cell in a good state. The videos were collected with a Nikon Ti2 system.
Immunofluorescence staining and detection
Muscle sections were hydrated with PBS, permeabilized with 0.5% Triton X-100 (Sigma-Aldrich)/PBS (0.5% PBT) for 15 min, washed with 0.05% PBT, and blocked with MOM block (Vector Lab) overnight. Sections were washed and incubated in blocking solution (1 X carbo-free blocking solution (Vector Lab)) and 10% goat serum in 0.05% PBT) for 2 h at room temperature, followed by incubation with primary antibodies diluted in blocking solution overnight at 4°C. Sources and dilution for primary antibodies are provided in Table S11, Sections were then washed with 0.05% PBT 3 times and incubated with appropriate Alexa Fluor-conjugated secondary antibodies (1:1,000 for Alexa 488 and Alexa 568 and 1:500 for Alexa 647; Thermo Fisher) in blocking buffer for 1 h at room temperature. Sections were then washed with 0.05% PBT, stained with DAPI (1μg/ml in 0.05% PBT) and mounted in anti-fade diamond solution (Invitrogen). tdT fluorescence was preserved, so no antibody staining was used. This protocol was also used for SCs and myoblasts with two modifications, 1) the cells were fixed for 10 min in 4% PFA and 2) cells were only blocked with blocking buffer (10% goat serum in 0.05% PBT). For EdU detection, the Click-iT Reaction Kit (Thermo Fisher Scientific) was used before blocking according to the manufacturer’s recommendations.
CUT&RUN
CUT&RUN experiments were carried out according to the CUTANATM CUT&RUN Protocol vison1.8 with modifications. Briefly, 500k cells were used for each sample and 0.01% digitonin (w/v) was used during the whole process. The antibodies used in the procedure were provided in Table S11. For the library preparation and sequencing, ThruPLEX DNA-seq Kit (Takara) was used to construct the CUT&RUN DNA library for sequencing on an Illumina platform. 5-10 ng purified CUT&RUN-enriched DNA was used for the library preparation. The whole process was performed according the protocol with deviations aiming to preserve short DNA fragments (30-80 bp). After the Library Synthesis step (adaptor ligation), 1.8 x volume of AMPure XP beads was added to the reaction to ensure high recovery efficiency of short fragments. 12 cycles of PCR amplification system was used, then the reaction was cleaned up with 1.2 x volume of AMPure XP beads. The libraries were assayed with a High Sensitivity DNA bioanalyzer (Agilent) for quality control and sequenced in the Illumina NextSeq500. To enable determination of fragment length, paired-end sequencing was performed (2×75 bp, 8 bp index). The data is analyzed by nf-core/CUT&RUN pipeline with –seacr stringent parameters (version 2.0)(Ewels, Peltzer et al. 2020). The overlapped peaks between replicates were considered as conserved peaks and used for downstream analysis. The motif analysis is carried out with SEA from MEME suit (v. 5.5.0) to identify the enrichment of bHLH family binding motifs in CUT and RUN targets.
Microscopy and image processing
H&E staining images of TA muscle sections were captured by a Nikon 800 microscope with X20 Plan Apo objectives and with a Canon EOS T3 camera using EOS Utility image acquisition software v.2.10. Fluorescent images of TA muscle sections and cultured myoblasts were either captured by a Nikon Eclipse E800 microscope equipped with X20/0.50 Plan Fluor, X40/0.75 Plan Fluor and Hamamatsu C11440 digital camera using the Meta Morph Microscopy Automation and Image Analysis Software v.7.8.10.0, or captured by a Leica SP5 confocal microscope equipped with a X63/1.4 Plan Apo oil objective using the Leica Application Suite Advanced Fluorescence software version 2.7.3.9723. The same exposure time was used and the images were processed and scored in blinded fashion using ImageJ v.64 (National Institutes of Health (NIH)). If necessary, brightness and contrast were adjusted for an entire experimental image set. Cell number, fiber diameter, fiber number and fiber cross-sectional area were measured with ImageJ v.64.
Single cell RNA sequencing (scRNA-seq)
The lower hindlimb muscles (TA and gastrocnemius muscles) of the ScxcKO and control mice were injured with BaCl2 and recovered for 2.5 day. Pax7 lineage cells were FACS-isolated by YFP fluorescence. Cells were suspended in PBS and counted by hemocytometer into 1000 cells/μl. Around 17,000 cells per sample were used for single-cell library preparation using the 10x Genomics platform with Chromium Next GEM Single Cell 3′ GEM, Library and Gel Bead Kit v.3.1 (PN-1000121, v.3 chemistry), Single Cell 3′ A Chip Kit (PN-1000009) or Chromium Next GEM Chip G Single Cell Kit (PN-1000127), and i7 Multiplex Kit (PN-120262). We followed the 10x protocol exactly to prepare the scRNA-seq library. In brief, for v.3 chemistry, 16.5μl cell suspension and 26.7μl nuclease-free water were mixed with 31.8μl reverse transcription master mix. Of this 75μl mix, 70μl was loaded into the Chromium Next GEM Chip G. After barcoding, cDNA was purified and amplified with 11 PCR cycles. The amplified cDNA was further purified and subjected to fragmentation, end repair, A-tailing, adaptor ligation and 14 cycles of sample index PCR. Libraries were sequenced using Illumina NextSeq 500 for paired-end reads.
Analyses of scRNA-seq data
Sequencing reads were processed with the Cell Ranger version 6.0.1 (10X Genomics, Pleasanton, CA) using the mouse reference transcriptome mm10. From the gene expression matrix, the downstream analysis was carried out with R version 4.0.2 (2020-06-22). Quality control, filtering, data clustering and visualization, and the differential expression analysis were carried out using Seurat version 4.0.3 R package(Hao, Hao et al. 2021). Cells with <1000 UMIs or mitochondrial reads >10% were removed from the analysis. In addition, we removed potential doublets by DoubletFinder (v. 2.0.3)(McGinnis, Murrow et al. 2019). After log-normalizing the data, the expression of each gene was scaled regressing out the number of UMI and the percentage of mitochondrial genes expressed in each cell. The two datasets were integrated with IntegrateData function from Seurat. We performed PCA on the gene expression matrix and used the first 20 principal components for clustering and visualization. Unsupervised shared nearest neighbor (SNN) clustering was performed with a resolution of 0.6 and visualization was done using uniform manifold approximation and projection (UMAP). The Scx expressed myogenic lineage clusters 0, 1, 2, 6, 7, 8, and 11 were subjected to trajectory analysis by monocle 2 (v. 2.16.0)(Qiu, Mao et al. 2017). To organize cells in pseudotime, we performed new dimension reduction and regressed out mitochondrial effects with reduceDimension function and unsupervised cluster them into 5 clusters with clusterCells function. The differentially expressed genes were calculated by differentialGeneTest and the top 500 differentially expressed genes are used to order then used by Monocle for clustering and ordering cells using the DDRTree method and reverse graph embedding.
Data availability
Mouse single-cell RNA sequencing data and CUT&RUN data were upload ed to NCBI (PRJNA1050758). Select intermediate RDS objects are available at figshare (https://figshare.com/projects/Skeletal_Muscle_Satellite_Cells_Co-Opt_the_Tenogenic_Gene_Scleraxis_to_Instruct_Regeneration/190935)
Quantification and statistical analysis
Statistical analyses were performed in R version 4.0, with tidyverse and ggplot2 packages. The statistical significance of results was determined by unpaired Student’s t-test and Two-way ANOVA.
Acknowledgements
We thank Eugenia Dikovsky and mouse facility crew for animal housekeeping, Allison Pinder for technical assistance in scRNA-seq, Mahmud Sidiqqi for assistance in microscopy, and L. Yue for assistance with FACS of SCs. This work is supported by the NIH (AR060042 and AR071976) and Carnegie fund to CMF.
References
- HACD1, a regulator of membrane composition and fluidity, promotes myoblast fusion and skeletal muscle growthJ Mol Cell Biol 7:429–440
- A somitic compartment of tendon progenitorsCell 113:235–248
- cFLIP regulation of lymphocyte activation and developmentNat Rev Immunol 6:196–204
- Overexpressed integrin alpha 2 inhibits the activation of the transforming growth factor beta pathway in pancreatic cancer via the TFCP2-SMAD2 axisJ Exp Clin Cancer Res 41
- Blockade of ITGA2 Induces Apoptosis and Inhibits Cell Migration in Gastric CancerBiol Proced Online 20
- Scleraxis: a basic helix-loop-helix protein that prefigures skeletal formation during mouse embryogenesisDevelopment 121:1099–1110
- Transactivation of capn2 by myogenic regulatory factors during myogenesisJ Mol Biol 326:453–465
- Single cell analysis of adult mouse skeletal muscle stem cells in homeostatic and regenerative conditionsDevelopment 146
- The endocytic recycling protein EHD2 interacts with myoferlin to regulate myoblast fusionJ Biol Chem 283:20252–20260
- Muscle development, regeneration and laminopathies: how lamins or lamina-associated proteins can contribute to muscle development, regeneration and diseaseCell Mol Life Sci 70:2713–2741
- Unexpected contribution of fibroblasts to muscle lineage as a mechanism for limb muscle patterningNat Commun 12
- MEF2 transcription factors regulate distinct gene programs in mammalian skeletal muscle differentiationJ Biol Chem 290:1256–1268
- The nf-core framework for community-curated bioinformatics pipelinesNat Biotechnol 38:276–278
- Skeletal myogenesis and Myf5 activationTranscription 2:109–114
- Differences in muscle satellite cell dynamics during muscle hypertrophy and regenerationSkelet Muscle 12
- High-Dimensional Single-Cell Cartography Reveals Novel Skeletal Muscle-Resident Cell PopulationsMol Cell 74:609–621
- Scleraxis is required for the growth of adult tendons in response to mechanical loadingJCI Insight 5
- “Integrated analysis of multimodal single-cell data.”Cell 184:3573–3587
- A Tppp3(+)Pdgfra(+) tendon stem cell population contributes to regeneration and reveals a shared role for PDGF signalling in regeneration and fibrosisNat Cell Biol 21:1490–1503
- The myogenic regulatory factors, determinants of muscle development, cell identity and regenerationSemin Cell Dev Biol 72:10–18
- Specific knockdown of m-calpain blocks myogenesis with cDNA deduced from the corresponding RNAiAm J Physiol Cell Physiol 294:C957–965
- Novel Model of Tendon Regeneration Reveals Distinct Cell Mechanisms Underlying Regenerative and Fibrotic Tendon HealingSci Rep 7
- CRK proteins selectively regulate T cell migration into inflamed tissuesJ Clin Invest 125:1019–1032
- “Muscle and tendon morphogenesis in the avian hind limb.”Development 125:4019–4032
- Efficient low-cost chromatin profiling with CUT&TagNat Protoc 15:3264–3283
- Depletion of Scleraxis-lineage cells during tendon healing transiently impairs multi-scale restoration of tendon structure during early healingPLoS One 17
- Adult satellite cells and embryonic muscle progenitors have distinct genetic requirementsNature 460:627–631
- Muscle stem cell renewal suppressed by Gas1 can be reversed by GDNF in miceNat Metab 1:985–995
- “Identification and Distinction of Tenocytes and Tendon-Derived Stem Cells.”Front Cell Dev Biol 9
- Protein tyrosine phosphatase-like A regulates myoblast proliferation and differentiation through MyoG and the cell cycling signaling pathwayMol Cell Biol 32:297–308
- Isolation of skeletal muscle stem cells by fluorescence-activated cell sortingNat Protoc 10:1612–1624
- Requirement of MEF2A, C, and D for skeletal muscle regenerationProc Natl Acad Sci U S A 111:4109–4114
- Macrophages fine tune satellite cell fate in dystrophic skeletal muscle of mdx micePLoS Genet 15
- “A robust and high-throughput Cre reporting and characterization system for the whole mouse brain.”Nat Neurosci 13:133–140
- Skeletal Muscle Laminopathies: A Review of Clinical and Molecular FeaturesCells 5
- DoubletFinder: Doublet Detection in Single-Cell RNA Sequencing Data Using Artificial Nearest NeighborsCell Syst 8:329–337
- Barium chloride injures myofibers through calcium-induced proteolysis with fragmentation of motor nerves and microvesselsSkelet Muscle 9
- Single-cell analysis uncovers fibroblast heterogeneity and criteria for fibroblast and mural cell identification and discriminationNat Commun 11
- Early satellite cell communication creates a permissive environment for long-term muscle growthiScience 24
- Regulation of tendon differentiation by scleraxis distinguishes force-transmitting tendons from muscle-anchoring tendonsDevelopment 134:2697–2708
- Scleraxis-lineage cells are required for correct muscle patterningDevelopment 150
- Temporal Dynamics and Heterogeneity of Cell Populations during Skeletal Muscle RegenerationiScience 23
- BTB-Kelch protein Krp1 regulates proliferation and differentiation of myoblastsAm J Physiol Cell Physiol 300:C1345–1355
- “Endocytic recycling proteins EHD1 and EHD2 interact with fer-1-like-5 (Fer1L5) and mediate myoblast fusion.”J Biol Chem 286:7379–7388
- Generation of transgenic tendon reporters, ScxGFP and ScxAP, using regulatory elements of the scleraxis geneDev Dyn 236:1677–1682
- Reversed graph embedding resolves complex single-cell trajectoriesNat Methods 14:979–982
- “KLHL41 stabilizes skeletal muscle sarcomeres by nonproteolytic ubiquitination.”Elife 6
- Overexpressed ITGA2 promotes malignant tumor aggression by up-regulating PD-L1 expression through the activation of the STAT3 signaling pathwayJ Exp Clin Cancer Res 38
- “Cre reporter strains produced by targeted insertion of EYFP and ECFP into the ROSA26 locus.”BMC Developmental Biology
- Transcription factor scleraxis vitally contributes to progenitor lineage direction in wound healing of adult tendon in miceJ Biol Chem 293:5766–5780
- Analysis of the tendon cell fate using Scleraxis, a specific marker for tendons and ligamentsDevelopment 128:3855–3866
- Hic1 Defines Quiescent Mesenchymal Progenitor Subpopulations with Distinct Functions and Fates in Skeletal Muscle RegenerationCell Stem Cell 25:797–813
- Skeletal muscle heat shock protein 70: diverse functions and therapeutic potential for wasting disordersFront Physiol 4
- miR-155 inhibits expression of the MEF2A protein to repress skeletal muscle differentiationJ Biol Chem 286:35339–35346
- Scleraxis is a transcriptional activator that regulates the expression of Tenomodulin, a marker of mature tenocytes and ligamentocytesSci Rep 8
- Scleraxis positively regulates the expression of tenomodulin, a differentiation marker of tenocytesDev Biol 298:234–247
- Tenogenic Contribution to Skeletal Muscle Regeneration: The Secretome of Scleraxis Overexpressing Mesenchymal Stem Cells Enhances Myogenic Differentiation In VitroInt J Mol Sci 21
- Non-muscle myosins 2A and 2B drive changes in cell morphology that occur as myoblasts align and fuseJ Cell Sci 119:3561–3570
- Tendon and ligament: development, repair and diseaseBirth Defects Res C Embryo Today 75:226–236
- “GLUT1-induced cFLIP expression promotes proliferation and prevents apoptosis in vascular smooth muscle cells.”Am J Physiol Cell Physiol 297:C759–765
- Global MEF2 target gene analysis in cardiac and skeletal muscle reveals novel regulation of DUSP6 by p38MAPK-MEF2 signalingNucleic Acids Res 42:11349–11362
- Notch3 signaling in vascular smooth muscle cells induces c-FLIP expression via ERK/MAPK activation. Resistance to Fas ligand-induced apoptosisJ Biol Chem 277:21723–21729
- Myocyte enhancer factor 2A promotes proliferation and its inhibition attenuates myogenic differentiation via myozenin 2 in bovine skeletal muscle myoblastPLoS One 13
- Intravital Imaging Reveals Ghost Fibers as Architectural Units Guiding Myogenic Progenitors during RegenerationCell Stem Cell 18:243–252
- Fibroblast fusion to the muscle fiber regulates myotendinous junction formationNat Commun 12
- Satellite cells and the muscle stem cell nichePhysiol Rev 93:23–67
- Scleraxis is required for maturation of tissue domains for proper integration of the musculoskeletal systemSci Rep 7
- Dek Modulates Global Intron Retention during Muscle Stem Cells Quiescence ExitDev Cell 53:661–676
- An essential role for c-FLIP in the efficient development of mature T lymphocytesJ Exp Med 202:395–404
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