Abstract
The RAS isoforms are frequently mutated in many types of human cancers, including PAX3/PAX7 fusion-negative rhabdomyosarcoma. Pediatric RMS arises from skeletal muscle progenitor cells that have failed to differentiate normally. The role of mutant RAS in this differentiation blockade is incompletely understood. We demonstrate that oncogenic RAS, acting through the RAF–MEK [mitogen-activated protein kinase (MAPK) kinase]–ERK (extracellular signal–regulated kinase) MAPK effector pathway, inhibits myogenic differentiation in rhabdomyosarcoma by repressing the expression of the prodifferentiation myogenic transcription factor, MYOG. This repression is mediated by ERK2-dependent promoter-proximal stalling of RNA polymerase II at the MYOG locus. Small-molecule screening with a library of mechanistically defined inhibitors showed that RAS-driven RMS is vulnerable to MEK inhibition. MEK inhibition with trametinib leads to the loss of ERK2 at the MYOG promoter and releases the transcriptional stalling of MYOG expression. MYOG subsequently opens chromatin and establishes super-enhancers at genes required for late myogenic differentiation. Furthermore, trametinib, in combination with an inhibitor of IGF1R, potently decreases rhabdomyosarcoma cell viability and slows tumor growth in xenograft models. Therefore, this combination represents a potential therapeutic for RAS-mutated rhabdomyosarcoma.
INTRODUCTION
More than 30% of all human malignancies, including pancreatic, colorectal and lung cancer, head and neck cancer, melanoma, and hematologic malignancies, are driven by mutant RAS isoforms (1). Despite this knowledge, effective therapies targeting oncogenic mutations in RAS isoforms have yet to be designed. Current attempts to therapeutically target RAS are focused on inhibition of the predominant downstream signaling pathways that are important for maintenance of cell growth and proliferation, such as the RAF–MEK [mitogen-activated protein kinase (MAPK) kinase]–ERK (extracellular signal–regulated kinase) MAPK pathway and the phosphatidylinositol 3-kinase (PI 3-kinase)–AKT–mammalian target of rapamycin (mTOR) pathway (2). Although clinical responses to inhibitors targeting these pathways are frequent, the durability of the response is limited by incomplete apoptosis and the subsequent development of resistance to the targeted agent (3, 4). In addition to its well-characterized roles in malignant transformation and tumor progression, RAS plays a cell type-specific role in cellular differentiation. Expression of oncogenic RAS isoforms inhibits differentiation of neutrophil precursors (5), thyroid epithelial cells (6), and skeletal muscle cells (7). The mechanism by which oncogenic RAS affects differentiation is incompletely understood, but restoration of differentiation represents a potential therapy for RAS-mutated cancers.
PAX3/7 fusion-negative rhabdomyosarcoma (FN-RMS) arises from skeletal muscle precursors that have failed to differentiate normally despite the expression of the myogenic master transcription factor MYOD1. The most common somatic mutations in FN-RMS tumors are oncogenic changes in the RAS isoforms (NRAS, HRAS, or KRAS) at near equivalent frequency (8, 9). The distribution of RAS mutations in FN-RMS is unusual because, among the human RAS-driven tumors, only multiple myeloma has a high frequency of mutation of more than one RAS isoform (2). Clonal analysis suggests that RAS mutations occur early in the development of RMS (10), and functional studies confirm that RAS mutation is a driving event. For example, growth of RD (an FN-RMS cell line with an activating mutation in NRAS) is dependent on the RAS-RAF-MEK-ERK MAPK signaling pathway (11). Animal models of FN-RMS confirm a central role for aberrant RAS activity in FN-RMS tumorigenesis (12–19). In addition, a high-throughput small-molecule screen for myogenic differentiating agents in RD identified a MEK inhibitor (20), although the mechanism of the differentiation was not reported. The mechanistic link between aberrant RAS activity and an inability to implement a differentiation program has not previously been described in FN-RMS.
Here, we use a combination of high-throughput drug screening and genome-wide approaches to demonstrate that aberrant MAPK activity both maintains tumor cell proliferation and prevents myogenic differentiation. Suppression of the myogenic differentiation program occurs through transcriptional reprogramming driven by changes in RNA polymerase II (Pol II) activity, chromatin accessibility, histone modifications, and transcription factor deposition. This transcriptional reprogramming is reversed through the action of trametinib (also called GSK1120212), a U.S. Food and Drug Administration–approved, second-generation inhibitor of MEK1/2 (21). We further show that trametinib, in combination with an inhibitor of IGF1R (BMS-754807), suppresses tumor growth in xenograft models of RAS-mutated RMS, providing a strong rationale for the clinical testing of this drug combination in patients with FN-RMS driven by oncogenic RAS.
RESULTS
Oncogenic RAS blocks myoblast differentiation through the MAPK pathway
Constitutively active mutants of NRAS and HRAS block differentiation in C2C12 mouse myoblasts (7), but the RAS effector pathway responsible for this block has not been elucidated. To determine which pathway is critical for maintenance of the differentiation block, we created stable C2C12 lines expressing constitutively active versions of three RAS effectors: BRAF V600E, myristoylated AKT (Myr-AKT), and RALA Q75L (fig. S1A). Expression of BRAF V600E blocked myogenic differentiation, as evidenced by reduced differentiation and fusion indices in C2C12 myoblasts (Fig. 1A). These results corroborate previous reports in which expression of BRAF, activated by either truncation or constitutive membrane association, in myoblasts prevented terminal differentiation (22–25). Expression of Myr-AKT enhanced C2C12 differentiation, which is consistent with the fact that treatment of myoblasts with inhibitors of AKT or its activator, PI 3-kinase, blocks differentiation (26, 27), whereas loss of PTEN, a negative regulator of PI 3-kinase, increases differentiation and induces skeletal muscle hypertrophy (28). Expression of Myr-AKT also induced myocyte hypertrophy as shown by increased myocyte width. Expression of constitutively active RALA also enhanced C2C12 differentiation (Fig. 1A), in contrast to previous reports in which expression of a RAS mutant that can engage only the RALA activator, RALGDS, prevents myoblast differentiation (29). These results highlight the centrality of the MAPK pathway in the establishment of a myoblast differentiation block.
Oncogenic RAS is necessary for FN-RMS cell survival
As detailed above, mutant RAS is an important oncogenic driver in FN-RMS. Several of the established human FN-RMS cell lines currently in use have oncogenic mutations in one of the RAS isoforms (30). We tested whether expression of oncogenic RAS was necessary for the survival of these cell lines. Stable knockdown of NRAS expression in RD, which expresses NRAS Q61H, using short hairpin RNA led to decreased cell viability in a clonogenic assay (fig. S1B). These results are consistent with a previous study that showed the antiproliferative effects of decreased NRAS expression in RD using cell titer assays (11). We extended the analysis to show that decreased NRAS expression resulted in the induction of cell death by apoptosis, as determined by immunoblot for cleaved poly(adenosine 5′-diphosphate–ribose) polymerase and cleaved caspase-3, in RD. In addition, knockdown of NRAS expression decreased levels of phospho-ERK, suggesting that the RAF-MEK-ERK MAPK pathway is activated downstream of mutant NRAS in RD (fig. S1B). Similarly, stable knockdown of HRAS expression in SMS-CTR, which expresses HRAS Q61K, led to decreased cell viability, induction of apoptosis, and decreased phospho-ERK (fig. S1C). These results confirm the dependency of FN-RMS cell lines on expression of oncogenic NRAS and HRAS.
MEK inhibitors potently and selectively decrease FN-RMS viability
To identify pathways of vulnerability in FN-RMS in an unbiased manner, we performed a dose-response drug screen for cell viability using a panel of 1912 drugs (31). In this analysis, 12 cell lines were used: 4 PAX3-FP-RMS cell lines, 5 FN-RMS cell lines (4 of which express mutant RAS), and 3 nontransformed cell lines. To identify classes of drugs that selectively inhibited viability of FN-RMS cell lines but not the FP-RMS or nontransformed cell lines, we grouped the compounds by target subcategory and obtained a measure of the in vitro toxicity for each target subcategory in the three categories of cell lines. The potency of a compound was defined by its percent area under the cell viability dose-response curve (%AUC) (table S1 and Fig. 1B). MEK inhibitors (P = 0.000728), IGF1R inhibitors (P = 0.00158), and topoisomerase I inhibitors (P = 0.000724) were selective for RAS-mutated RMS as compared to the nontransformed cell lines. Of these classes of drugs, only the MEK inhibitors were selective for RAS-mutated RMS as compared to FP-RMS (P = 1.25 × 10−5), and therefore, this class was chosen for further study. A summary of the cell viability results for the MEK inhibitors across all the cell lines tested is shown via wind-rose plot in Fig. 1C. The MEK inhibitors as a class were potent in RAS-mutated FN-RMS cell lines, especially BIRCH and SMS-CTR, whereas the RMS559 cell line, which lacks mutant RAS but harbors a fibroblast growth factor receptor 4 mutation (V550L), was insensitive. In addition, MEK inhibitors had minimal potency in FP-RMS or the human fibroblast cell lines. Dose-response curves for each of the MEK1/2 inhibitors included in the screen are shown in fig. S1D.
Trametinib, a specific, non-adenosine 5′-triphosphate competitive allosteric inhibitor of MEK1/2, was the most consistently effective MEK inhibitor in FN-RMS cell lines, with submicromolar median inhibitory concentration (IC50) values in SMS-CTR, BIRCH, and RD but micromolar IC50 values in the FP-RMS cell lines (RH30, RH4, and RH5) (fig. S1D). We confirmed this result of the high-throughput screen by showing that trametinib decreased cell viability in RD and SMS-CTR but not in RH30 in a 14-day clonogenic assay (Fig. 1D). Trametinib treatment of FN-RMS cells in vitro inhibited phosphorylation of the MEK targets, ERK1/2 (Fig. 1E); however, this inhibition of phosphorylation is short-lived, with rebound ERK phosphorylation observed in SMS-CTR treated with 100 nM trametinib in as few as 24 hours (fig. S1E).
MEK inhibition induces differentiation in FN-RMS
MEK inhibition with trametinib in melanoma cells is largely cytostatic (2). Cell cycle analysis revealed that, as expected, trametinib treatment induced G1 arrest in RD and SMS-CTR (fig. S2A, top). This growth arrest is associated with an induction of p21 expression, consistent with previous results in RD cells using the MEK inhibitor, UO126 (fig. S2A, bottom) (32). Because MAPK signaling inhibits myoblast differentiation (Fig. 1A), we hypothesized that inhibition of this pathway with trametinib in FN-RMS cells would lead to differentiation of FN-RMS cells. In accordance with this hypothesis, we detected MHC after 48 hours of trametinib treatment in SMS-CTR and RD (Fig. 2A), suggesting differentiation via a myogenic pathway. Trametinib induced differentiation in additional RAS-mutated RMS cell lines (BIRCH and JR1) but not in a RAS-wild type, FP-RMS cell line (RH30), suggesting that this phenomenon is specific to RAS-mutated RMS (fig. S2B).
To define the mechanism by which trametinib induces differentiation in FN-RMS, we used RNA sequencing (RNA-seq) to measure changes in gene expression in SMS-CTR treated with trametinib for 48 hours. Differentially expressed genes are summarized via volcano plot in Fig. 2B and listed in table S2. We performed GSEA to examine the functions of the genes altered by treating FN-RMS with trametinib (Fig. 2C and table S3). The most statistically significant changes in SMS-CTR upon 48 hours of trametinib treatment (nominal P value and FDR q value less than 0.05) were up-regulation of muscle-specific genes (blue, top) and down-regulation of cell cycle genes (green, top). In addition, trametinib induced increased expression of genes with MEF2 consensus binding sites in the promoters (blue, bottom), which consist largely of genes important in skeletal muscle differentiation, and decreased expression of genes with E2F consensus binding sites in the promoters (green, bottom), which consist largely of genes important for cell proliferation (Fig. 2C). Similar changes in gene expression were seen for RD treated with trametinib (fig. S2C and tables S4 and S5). These results suggested that trametinib halted cell cycle progression and induced differentiation in a process analogous to physiologic myogenic differentiation.
To confirm this hypothesis, we used existing RNA-seq data (33) to create a human myogenic differentiation signature (HSMMdiff_UP; table S6). There was up-regulation of this signature in RD and SMS-CTR treated with trametinib for as few as 6 hours, and this effect became more pronounced over time (Fig. 2D). We further confirmed these expression changes at the protein level. For example, expression of the myogenic transcription factors MYOD and MYOG was induced by trametinib treatment in SMS-CTR and RD at the RNA level [Fig. 2B (blue) and fig. S2C], as well as the protein level (Fig. 2E), after 24 hours of trametinib treatment. RNA and protein expression of MEF2A increased in RD and SMS-CTR at the RNA and protein level, but this induction required 48 hours of treatment. MYC RNA and protein expression, as well as phosphorylation at S62, which stabilizes the MYC protein in an ERK-dependent manner (34), decreased with trametinib treatment in SMS-CTR (Fig. 2E). MYC mRNA expression did not change with trametinib treatment in RD (fig. S2C), although protein expression decreased (fig. S2D). Thus, MYC, induced and stabilized by aberrant ERK signaling, may play a role in FN-RMS cell proliferation and the maintenance of the differentiation block.
Induction of differentiation by trametinib was not due to an off-target effect of the drug, because siRNA-mediated knockdown of MEK1 expression decreased cell viability and induced differentiation in RD and SMS-CTR (fig. S2E). The myogenic differentiation signature was also enriched in RD transfected with MEK1 siRNA (Fig. 2D). Other agents that induce G1 arrest, such as the CDK4/6 inhibitor palbociclib, did not induce differentiation in SMS-CTR (fig. S2F). These results suggest that induction of myogenic differentiation is not solely a result of cell cycle inhibition.
Because a variety of MEK substrates in addition to ERK have recently been identified (35), we evaluated whether trametinib induced myogenic differentiation specifically through the inhibition of ERK. ERK inhibitors were not included in the initial drug screen (table S1). The ERK inhibitors—SCH772984, ulixertinib, and Vx11e—decreased cell viability more potently in SMS-CTR than in RD (fig. S2G). SCH772984, which functions both as a direct ERK1/2 kinase inhibitor and as an inhibitor of ERK phosphorylation by MEK (36), was the most potent of the ERK inhibitors studied, whereas the direct ERK1/2 kinase inhibitors, Vx11e and ulixertinib, were slightly less potent. SCH772984, like trametinib, induced G1 arrest (fig. S2H) and differentiation in RD and SMS-CTR (Fig. 2F). In addition, the myogenic differentiation signature was enriched in SMS-CTR treated with SCH77284 (Fig. 2G and table S2). These data suggest that differentiation in mutant RAS-driven RMS occurs through inhibition of ERK.
MEK inhibition releases ERK2 from myogenic differentiation genes
The fact that ERK2 directly impinges on chromatin to regulate the expression of developmental genes in embryonic stem (ES) cells (37, 38) led us to hypothesize that ERK2 plays a role in maintaining the block in myogenic differentiation. To test this, we first mapped the genome-wide profile of ERK2-chromatin interactions in SMS-CTR using chromatin immunoprecipitation sequencing (ChIP-seq). We identified a total of 3742 ERK2 binding sites (P < 1 × 10−3), 12% of which are promoter-proximal (table S7 and fig. S3A). Functional annotation of the ERK2 targets using Genomic Regions Enrichment of Annotations Tool (GREAT) ontology (39) revealed a strong association with muscle-specific processes and differentiation (Fig. 3A, top). This association appears to be cell type–dependent because, in SK-N-AS, a neuroblastoma cell line with mutant NRAS (Q61K), there was a strong association with neural crest cell–specific genes (fig. S3B, top). Motif analysis of the ERK2-bound loci identified enriched motifs for known myogenic transcription factors including MYF5, MYOD, and MYOG, as well as known substrates of MAPK signaling including the AP-1 family of transcription factors (FOSL1, FOSL2, and JUN) (Fig. 3A, bottom). Enrichment for AP-1, but not myogenic, transcription factor motifs was maintained in SK-N-AS (fig. S3B, bottom), again indicating that ERK2-bound loci are lineage-specific.
We also performed ERK2 ChIP-seq analysis on SMS-CTR treated with trametinib. The ERK2 signal intensity decreased by at least two-fold at about 50% of ERK-binding sites with trametinib treatment (P = 2.8 × 10−53, paired t test; Fig. 3B). For a subset of genes (n = 25), trametinib treatment resulted in both decreased ERK2 deposition in the promoter and increased gene expression [at least twofold increase in fragments per kilobase of transcript per million mapped reads (FPKM); table S7]. For these genes, the significantly enriched gene ontology terms “sarcomere,” “myofibril,” and “contractile fiber” [DAVID (Database for Annotation, Visualization, and Integrated Discovery) (40); P < 0.05, Bonferroni correction applied) are consistent with these genes being important for myogenesis. Examples of genes for which trametinib decreased promoter ERK deposition and increased gene expression include the myogenic transcription factor MYOG (Fig. 3B, right).
In mouse ES cells, developmental genes are held in a poised state to facilitate rapid induction of gene expression. The poised state is marked by the presence of histone modifications associated with both transcriptional activation (for example, H3K27ac) and transcriptional repression (for example, H3K27me3), as well as a poised form of RNA Pol II that is phosphorylated on S5 of the C-terminal domain repeats by ERK2 (38). During normal differentiation, H3K27me3 is removed, and S2 residues in the C-terminal domain are phosphorylated by P-TEFb, thus marking these genes as active and allowing transcriptional elongation. To test the hypothesis that MYOG expression is regulated in this way in FN-RMS, we first performed ChIP-seq experiments for H3K27me3 and H3K27ac in the presence and absence of trametinib. Substantial deposition of H3K27ac but not of H3K27me3 was observed at the MYOG locus (Fig. 3C, left), in contrast to the FBXO32 locus, which is known to be repressed in a PRC2-dependent manner in RMS (41), which shows deposition of H3K27me3 but not of H3K27ac (Fig. 3C, right). Deposition of H3K27ac and H3K27me3 at the MYOG locus was unchanged by trametinib treatment despite the increase in the gene’s expression (Figs. 3D and 2E) and loss of ERK2 deposition (also shown by ChIP-qPCR in Fig. 3E). This result was unexpected given that H3K27ac deposition did increase at the MYOG locus during the transition from normal skeletal muscle myoblasts to myotubes (fig. S3C).
We then tested the hypothesis that ERK-dependent phosphorylation of RNA Pol II is responsible for repression of MYOG expression in FN-RMS by performing ChIP-seq experiments for total RNA Pol II, as well as for RNA Pol II phosphorylated at S2 and S5 residues in the C-terminal domain. RNA Pol II accumulated in the promoterproximal region of MYOG (Fig. 3F) in control cells rather than the transcriptional start site region (TSSR; fig. S3D). Upon trametinib treatment, RNA Pol II signal was decreased in the promoter-proximal region and increased both in the TSSR and throughout the body of the gene (Fig. 3F), causing little change in pausing index (42). This indicates that RNA Pol II promoter stalling (failed TSS entry) rather than pausing was associated with suppression of MYOG transcription (fig. S3, D to E). S5-phosphorylated RNA Pol II also accumulated in the promoter-proximal region of MYOG in control cells, but this deposition of S5-phosphorylated RNA Pol II decreased in the presence of trametinib. In contrast, S2-phosphorylated RNA Pol II was almost absent in the control cells, indicating very little transcriptional elongation, but was detected in the region downstream of the poly-adenylation signal in trametinib-treated cells, indicating active transcriptional elongation (Fig. 3F). These data suggest that, in RAS-mutated RMS, ERK2 represses MYOG expression through promoter-proximal binding leading to S5-phosphorylation and stalling of RNA Pol II. Consistent with this, selective inhibition of the RNA polymerase C-terminal domain kinases CDK7 (THZ1) and CDK9 (flavopiridol) blocks the trametinib-dependent induction of MYOG expression in SMS-CTR (fig. S3F).
To confirm that ERK2 deposition at the MYOG promoter is a function of signaling downstream of mutant RAS, we overexpressed oncogenic forms of HRAS, KRAS, and NRAS in C2C12 mouse myoblasts (fig. S3G). As expected, the C2C12 cells overexpressing oncogenic RAS failed to differentiate under serum-starved conditions (fig. S3H), whereas vector control cells readily differentiated. ERK2 deposition was increased at the MYOG promoter in C2C12 cells overexpressing oncogenic RAS (Fig. 3G, left). In RAS–wild-type C2C12 cells, serum starvation resulted in loss of ERK2 at the MYOG promoter (Fig. 3G, right), analogous to MEK inhibition in FN-RMS. These data support the hypothesis that ERK2 plays a role in suppressing myogenic differentiation by directly impinging on the MYOG promoter, both in FN-RMS and in normal myoblasts.
MEK inhibition induces changes in chromatin accessibility in RAS-mutated RMS
Our data support a model whereby, in RAS-mutated FN-RMS, ERK2 phosphorylates and stalls RNA Pol II at the MYOG promoter, preventing expression despite an active chromatin state. With the continuous MAPK signaling that results from the oncogenic RAS mutation, ERK2 remains at this site, preventing RNA Pol II TSS loading and elongation on the MYOG gene. In the presence of the MEK inhibitor, trametinib, ERK2 is no longer localized at the MYOG promoter, leading to promoter release of RNA Pol II, allowing complete transcription of MYOG. During normal muscle development, expression of MYOG triggers the expression of myotube-specific genes (43). Therefore, we hypothesized that MYOG induction in FN-RMS would similarly induce expression of myotube-specific genes. Consistent with this idea, we observed that overexpression of MYOG in RD cells did induce phenotypic differentiation (fig. S4A).
To further interrogate whether induction of these differentiation genes was driven by alterations in chromatin accessibility, we compared the changes in chromatin accessibility, as defined by deoxyribonuclease (DNase) hypersensitivity, between DMSO- and trametinib-treated SMS-CTR (fig. S4B). Regions for which alterations in DNase hyper-sensitivity peak intensity were consistent across two biological replicates were identified as increased accessibility (n = 9779), unchanged, or decreased accessibility (n = 8569) (table S8). Motif analysis showed that the basic helix-loop-helix (bHLH) transcription factor motifs were strongly enriched in the regions in which chromatin accessibility is increased because of trametinib treatment. Basic leucine zipper (bZIP) motifs, such as those for the AP-1 transcription factors whose expression is increased by active ERK, were enriched in the decreased accessibility regions (Fig. 4A). Gene ontology analysis showed that the increased accessibility regions were enriched in genes important for skeletal muscle development, whereas decreased accessibility regions were enriched in ERK-induced negative regulators of the MAPK pathway (Fig. 4B) (44). Genome-wide assessment of MYOG occupancy was also performed by ChIP-seq analysis. We identified very few MYOG peaks in control cells, consistent with the low MYOG expression in these cells (n = 782); however, the number of MYOG peaks markedly increased in the presence of trametinib (n = 9337, fig. S4C). MYOG deposition increased in the increased accessibility regions, but MYOG was largely absent in the decreased accessibility regions (Fig. 4C).
The related bHLH transcription factors, MYC and MYOD, play antagonizing roles in the induction of normal myogenic differentiation (45, 46). The roles that these transcription factors play in trametinib-induced differentiation of FN-RMS were assessed with ChIP-seq experiments, which identified 19,135 MYOD peaks and 3383 MYC peaks in vehicle (DMSO)–treated SMS-CTR cells (table S9). In addition, patterns of key histone marks and CTCF were used to define chromatin states with ChromHMM (47). This analysis determined that, although MYC associates primarily with active promoters in FN-RMS, consistent with its role in other cancers as a general transcriptional amplifier (48), MYOD was predominantly localized in chromatin regions enriched with the histone modifications associated with strong enhancers (Fig. 4D), especially H3K27ac and H3K4me1/2.
In studies of differentiating murine and human skeletal muscle myoblasts, most MYOD-binding regions are shared in both the myoblast and myotube state (49, 50). Here, MYOD deposition correlated with DNase hypersensitivity, with increasing MYOD deposition in regions that increased in chromatin accessibility as a function of trametinib treatment (Fig. 4C). In contrast, MYC did not accumulate in the increased accessibility regions, consistent with the decrease in MYC expression due to trametinib treatment (Figs. 4C and 2E). However, for MYOD, about 40% of the binding regions were shared in the presence and absence of trametinib, whereas an additional subset of MYOD-bound regions was identified exclusively in cells treated with trametinib (fig. S4C). In addition, many genomic sites with increased chromatin accessibility as a function of trametinib treatment are co-occupied by MYOD and MYOG (Fig. 4E), suggesting that MYOG acts as a master transcription factor and facilitates the opening of chromatin regions and recruitment of MYOD.
DNase hypersensitivity peaks were linked to their nearest gene within topologically associated domain boundaries as previously described (51) to compare trametinib-induced changes in gene expression as a function of chromatin state (Fig. 4F). This analysis showed that the expression of genes near decreased accessibility regions decreased significantly (P < 0.0001), and expression of genes near increased accessibility regions increased significantly (P < 0.0001) when compared to genes near unchanged accessibility regions. Among the increased accessibility regions, the expression of genes near regions of accessible DNA that overlap with at least one MYOG peak was higher than regions lacking MYOG (Fig. 4F, right). The large majority (90%) of trametinib-induced MYOG peaks occurred at enhancers, and the deposition of H3K27ac increased at these sites with trametinib treatment, indicating that MYOG might play a role in establishing new enhancers (fig. S4D, left). However, there was no increase in H3K27ac at the promoters in which trametinib induced MYOG deposition (fig. S4D, right).
MEK inhibition remodels the super-enhancer landscape in RAS-mutated FN-RMS
Because super-enhancers are often defined by their disproportionately large H3K27ac load, we asked whether the changes in H3K27ac deposition with trametinib treatment in SMS-CTR also changed which genes were associated with super-enhancers. We first identified 571 super-enhancers in SMS-CTR (Fig. 5A, top, and table S10). Because cancer cell lines frequently exhibit differences in enhancer signatures from their corresponding primary tumors (52, 53), we identified super-enhancers in 40 additional samples, including FN-RMS cell lines and tumors, as well as normal skeletal muscle and other cancer cell lines. A clustering analysis of Pearson’s correlations of the H3K27ac signal intensity at the identified super-enhancers across these samples showed that SMS-CTR and other FN-RMS cell lines and tumors form a distinct cluster (fig. S5). These results indicate that super-enhancers are conserved among FN-RMS cell lines and tumors and that the super-enhancers in SMS-CTR are representative of FN-RMS.
To investigate how the super-enhancer landscape in RAS-mutated RMS is changed by MEK inhibition, we identified super-enhancers in trametinib-treated SMS-CTR (577 total). Comparison of the super-enhancer landscape in control and trametinib-treated cells revealed three classes of super-enhancers: those that are unchanged with trametinib treatment, RAS-dependent super-enhancers that are lost with trametinib treatment, and myogenic super-enhancers that are gained with trametinib treatment (Fig. 5A). Super-enhancers that are unchanged with trametinib treatment occur at loci for genes known to be highly expressed in RMS compared to normal skeletal muscle, including IGF2, MEST, MYOG, and MYOD (51).
The super-enhancers lost with trametinib treatment occur at loci known to be transcriptionally regulated by active ERK (54), including SPRY1, a negative regulator of the MAPK pathway, and MYC (Fig. 5B, top, and fig. S6A). Expression of both MYC (Fig. 2E and fig. S2E) and Sprouty1, the protein product of SPRY1 (fig. S6B), decreased with trametinib treatment, corresponding with the loss of their super-enhancers. Using ENCODE (Encyclopedia of DNA Elements) consortium data, we identified super-enhancers in human skeletal muscle myoblasts and myotubes (fig. S6C) (55). Although super-enhancers at IGF2 and MEST were observed in this system, super-enhancers were not observed at SPRY1 or MYC in these cells, indicating that the presence of these super-enhancers in SMS-CTR was due to oncogenic RAS. We used publicly available data to show that super-enhancers at loci encoding negative regulators of MAPK signaling, such as SPRY4, are observed in other RAS-mutated RMS cell lines and tumors but not in RAS-wild-type FN-RMS tumors or normal skeletal muscle. The SPRY4 super-enhancer was also seen in RAS-mutated cell lines derived from other human cancers, including hepatocellular carcinoma and colorectal carcinoma (fig. S6D).
The super-enhancers gained with trametinib treatment, such as those seen at the MYH3 locus (Fig. 5B, bottom), occur at genes expressed late in the process of myogenic differentiation (49). Super-enhancers were also gained at these loci in differentiating myotubes (fig. S6C). The super-enhancer at the MYOG locus was unchanged by trametinib (P = 0.894; Fig. 5A), consistent with the change in MYOG expression being driven by release of stalled RNA Pol II and not by alterations in histone acetylation or chromatin accessibility. The number of MYOG peaks per enhancer was highest in super-enhancers in trametinib-treated cells (Fig. 5C), suggesting that MYOG deposition assists in establishment of super-enhancers at genes important for myogenic differentiation. On a genome-wide scale, the expression of genes linked to RAS-dependent super-enhancers decreased with trametinib treatment, whereas the expression of genes linked to myogenic super-enhancers increased with trametinib treatment (Fig. 5D). We infer that the expression of mutant RAS in SMS-CTR locked the super-enhancer landscape in this myoblast-like cell type, which is effectively reversed by MEK inhibition. The expression of master transcription factors is frequently regulated by super-enhancers, and, in turn, the motifs for each cell type’s master transcription factors are commonly found in that cell’s super-enhancers (53). Assessment of the circuitry of super-enhancer-regulated transcription factors in control- and trametinib-treated SMS-CTR showed that MYOG is a central transcription factor in trametinib-treated cells (Fig. 5E), which is consistent with MYOG’s association with regions of chromatin that increase in accessibility upon trametinib treatment (Fig. 4). MEK inhibition in RAS-mutated RMS thus induces expression of MYOG, a master transcription factor, which in turn establishes super-enhancers at myogenic loci.
MEK inhibition impairs tumor growth, induces differentiation, and prolongs murine survival in xenograft models of RAS-mutated RMS
Differentiation therapy is used effectively in the treatment of both acute promyelocytic leukemia and high-risk neuroblastoma (56) and is a promising approach for FN-RMS. To determine whether MEK inhibition might represent a strategy for differentiation therapy in RAS-mutated RMS, the effects of trametinib on in vivo tumor growth were studied. Orthotopic xenograft models of RAS-mutated RMS were made by injecting SMS-CTR, BIRCH, or RD into the gastrocnemius muscle of immunodeficient mice. Palpable tumors developed with each of the cell lines tested with an average latency of 3 weeks. Trametinib treatment inhibited tumor development and led to a significant survival advantage in SMS-CTR (P = 0.014) and BIRCH models (P = 0.0067; Fig. 6A) but had modest effects in the RD model (fig. S7, A and B). However, progressive disease was ultimately noted in all the RAS-mutated RMS xenografts treated with trametinib (Fig. 6A and fig. S7A). No weight loss was observed in the trametinib-treated mice (fig. S7C). Trametinib treatment decreased ERK phosphorylation by 70% within SMS-CTR tumors but by only 50% in BIRCH (Fig. 6B) and RD tumors (fig. S7D), as determined by a quantitative capillary immunoassay. Trametinib treatment also increased MYOG expression within the tumors, as determined by both immunoblot of tumor lysates (Fig. 6C and fig. S7E) and immunohistochemistry (IHC) of formaldehyde-fixed tumors (Fig. 6D and fig. S7F), suggesting that MEK inhibition initiated differentiation of RAS-mutated RMS in vivo. Consistent with our model, at the RNA level, there was an up-regulation of genes associated with myogenically induced super-enhancers, and concomitant down-regulation of RAS-dependent super-enhancer genes (table S16), in trametinib-treated SMS-CTR tumors (Fig. 6E). However, complete phenotypic terminal differentiation was not observed in these tumor models.
Dual blockade of IGF1R and the RAS-MEK-ERK MAPK pathway synergistically inhibits FN-RMS growth in vitro and in vivo
Because progressive disease was ultimately noted in all the RAS-mutated RMS xenografts treated with trametinib, we hypothesized that a combination of pathway inhibitors would be needed to achieve durable remissions. To identify active combinations of drugs, an in vitro combination matrix screen was performed. The most potent 35 compounds from the single-agent drug screen (table S1), which included trametinib, were combined in a pairwise, all-versus-all fashion in 6 × 6 dose-response matrices on a high-throughput screening platform, resulting in 595 individual matrices. The drug/drug combinations were ranked using the excess over the highest single-agent (HSA) method. The highest scoring combination across three RAS-mutated cell lines was trametinib plus GSK-2126458, a dual PI 3-kinase/mTOR inhibitor, and other high scoring combinations included trametinib plus other inhibitors of the PI 3-kinase/mTOR/AKT pathway (table S17). Combining a MEK inhibitor and a PI 3-kinase inhibitor has been previously tested in RMS (57), but the therapeutic benefit of these combinations has been limited in clinical trials because of toxicity. On the basis of these pilot results, we performed a 10 × 10 dose-response validation matrices using an expanded set of PI 3-kinase/mTOR/AKT/MEK/ERK inhibitors. This included 25 highly active agents in 96 discrete matrices (table S18). The highest scoring combination in both RD and SMS-CTR was trametinib plus BMS-754807, a small-molecule inhibitor of IGF1R (Fig. 7, A and B, and table S18). This combination was also highly synergistic in another HRAS-driven cell line, BIRCH. In addition to its effects on cell proliferation, the combination of trametinib and BMS-754807 induced caspase-3/7 activity (Fig. 7C) and cell surface translocation of phosphatidylserine, as detected by annexin V staining (Fig. 7D), in SMS-CTR, consistent with induction of apoptosis. These results suggest that there may be therapeutic benefit to combining a MEK inhibitor, such as trametinib, with an IGF1R inhibitor, such as BMS-754807, in RAS-driven RMS. Simultaneous targeting of MEK and IGF1R has induced tumor regression in RAS-driven acute leukemia, colorectal carcinoma, and non–small cell lung cancer models but has yet to be tested in clinical trials (58–61).
In the basal state, ERK initiates a negative feedback loop by inducing expression of members of the dual-specificity phosphatase (DUSP) and sprouty (SPRY) families, which we show above to have RAS-dependent super-enhancers (Fig. 5). Induction of DUSPs and SPRYs leads to decreased phosphorylation of receptor tyrosine kinases, such as IGF1R, and intracellular kinases, such as RAF and MEK. In the presence of MEK inhibition, this negative regulation is lost (62). We hypothesized that trametinib treatment would induce phosphorylation of IGF1R in RAS-driven RMS through loss of this negative regulation. We used a quantitative capillary immunoassay to confirm the results shown in fig S1E that short-term trametinib treatment (6 hours) abrogated ERK phosphorylation but that rebound ERK phosphorylation occurred with longer treatment (48 hours). In addition, AKT phosphorylation increased with trametinib treatment (Fig. 7, E and F). Finally, trametinib treatment induced IGF1R phosphorylation (Fig. 7, E and F). We further hypothesized that treatment with trametinib and the IGF1R inhibitor, BMS-754807, would prevent the phosphorylation and activation of IGF1R induced by trametinib treatment alone. Consistent with this idea, BMS-754807 treatment alone blocked the basal phosphorylation of IGF1R induced by growing cells in full serum, and the addition of BMS-754807 to trametinib prevented the phosphorylation of ERK, AKT, and IGF1R induced by treatment with trametinib alone (Fig 7F). IGF1R inhibition therefore synergizes with MEK inhibition in RAS-driven RMS by augmenting inhibition of ERK phosphorylation and inhibiting AKT phosphorylation.
To test whether the observed in vitro synergy between trametinib and BMS-754807 would correspond to therapeutic enhancement for the combination in vivo, we evaluated the SMS-CTR (Fig. 7G) and RD (fig. S8A) xenograft models. We observed a prolonged tumor growth delay for mice treated with the combination versus either single agent. In SMS-CTR, tumor growth in the combination mice began 40 days after treatment had stopped (four tumor doubling times). In addition, for SMS-CTR, the observed tumor growth delay was associated with significant prolongation of overall survival for the mice treated with the combination compared to trametinib (P < 0.0001) or BMS-754807 alone (P < 0.0001; Fig 7H), whereas, for RD, a survival advantage was not observed for the combination (fig. S8B). In addition to causing a tumor growth delay, treatment with the combination oftrametinib and BMS-754807 induced tumor regression in SMS-CTR (Fig. 7I) and stabilized growth of RD tumors (fig S8C). Toxicity was observed in the combination group; one mouse treated with the combination in the RD model was euthanized because of excessive body weight loss early in the study, and the combination-treated mice had the lowest body weight throughout the treatment course, which recovered when the treatment was stopped (fig. S8D). Phosphorylation of ERK and AKT, as well as expression of IGF1R, was decreased in tumor lysates from SMS-CTR xenografts treated with trametinib and BMS-754807, indicating that the in vitro mechanism of synergy between these two drugs was preserved in vivo (fig. S8E). These results suggest that addition of an IGF1R inhibitor to a MEK inhibitor provided therapeutic enhancement in RAS-mutated RMS.
DISCUSSION
We elucidated an epigenetic mechanism by which MEK inhibition induces differentiation in FN-RMS. Our data support a model in which oncogenic RAS, signaling through the MAPK pathway, drives FN-RMS cell proliferation and inhibits the expression of MYOG, which prevents initiation of myogenic differentiation (fig. S9, left). This differentiation block is created by an interaction between ERK2 and RNA Pol II at the MYOG locus, which stalls transcription of MYOG. However, in the presence of trametinib, ERK-dependent inhibition of MYOG expression is released, and ERK-mediated activation of MYC and of AP-1–dependent cell proliferation is inhibited (fig. S9, right). MYOG subsequently binds additional skeletal muscle–specific loci and induces H3K27 acetylation, chromatin opening, and, ultimately, gene transcription at those loci.
Using FN-RMS as a model system, we show that MEK inhibition dramatically affects the super-enhancer landscape. The impact of RAS on the super-enhancer landscape has been previously studied in mouse embryonic fibroblasts engineered to express HRAS G12V (63) but not in patient-derived cancer cell lines. Cancer cells are known to acquire super-enhancers at the loci of known oncogenes (64). In the case of FN-RMS, we have identified super-enhancers at the loci for SPRY1 and SPRY4, as well as the known oncogene, MYC. These super-enhancers were not identified in normal human myoblasts, indicating that they are acquired during tumorigenesis. Furthermore, they are observed in other RAS-mutated cell lines. Therefore, RAS-driven transformation may induce de novo establishment of super-enhancers at loci encoding oncogenes.
Normal skeletal muscle differentiation is initiated by the coordinated action of master transcription factors, including MYOD and MYOG. MYOD activates the expression of MYOG, which interacts with the MEF2 family transcription factors to drive terminal differentiation (43). The role of the RAF-MEK-ERK MAPK pathway in this process is controversial, with evidence that this pathway has different roles in the early and later stages of differentiation. MEK and ERK inhibit the ability of MYOD to induce MYOG expression (65, 66), an early differentiation event, by binding and phosphorylating MYOD, respectively (67). Here, we show that nuclear ERK2 also inhibits MYOD function by binding chromatin and preventing MYOG expression, which is supported by the fact that blocking nuclear translocation of ERK2 induces early myogenic differentiation (68). However, genetic knockdown of ERK2 expression in myoblasts prevents fusion of myoblasts into multinucleated myotubes (69), and mice lacking ERK1/2 selectively in skeletal muscle fibers have muscle fiber atrophy and loss (70), suggesting a critical role for MEK-ERK signaling in the later stages of myogenic differentiation.
The efficacy of MEK inhibitors in FN-RMS has been investigated previously, with conflicting results. Initial studies using the MEK inhibitor tool compound, UO126, showed efficacy in the RD cell line in vitro and in xenograft models (71, 72). In addition, the RD cell line was sensitive to the first-generation MEK inhibitors in vitro (11, 73), but treatment of RD xenografts with one such MEK inhibitor, selumetinib, did not result in tumor growth delay in vivo (57). An in vitro screen of a panel of compounds in RD and several patient-derived tumor cell lines failed to highlight MEK inhibitors as potent inhibitors of cell viability (8). However, a sarcoma cell line screen of oncology drugs showed that the FN-RMS cell lines RD and RH36 (also known as BIRCH) (30) were sensitive to MEK inhibitors, but the dose-response curves lacked the typical sigmoidal shape (74). We also observe an atypical shape in the dose-response curve for trametinib in RD. This curve shape is likely due to the cytostatic response to trametinib in this cell line.
In our study, trametinib monotherapy was more effective in treating xenografts of HRAS-mutated cell lines (SMS-CTR and BIRCH) than xenografts of the NRAS-mutated cell line, RD. MEK inhibitors had not been tested in these HRAS-mutated xenografts before this study. Several potential explanations exist for the differential sensitivity of HRAS- and NRAS-mutated FN-RMS cell lines to MEK inhibition. There are cooperative mutations in addition to the RAS mutations in these cell lines that could affect MEK inhibitor sensitivity and drive tumorigenesis. For example, because of uniparental disomy at the 11p15.5 locus, SMS-CTR and BIRCH express only mutant HRAS. Increased gene dosage of mutant NRAS increases sensitivity to MEK inhibition (75); increased gene dosage of mutant HRAS could function similarly. RD also has a loss-of-function mutation in the RAS guanosine triphosphatase–activating protein, NF1 (E977X), which could contribute to the resistance of this cell line to chemotherapeutics and targeted agents. Alternatively, the differential response between HRAS- and NRAS-mutated FN-RMS cell lines to trametinib could be due to RAS isoform–specific differences in engagement of effector pathways.
There are several limitations associated with this study. First, although we show that transcription of MYOG is released by MEK inhibition, the mechanism by which ERK2 stalls MYOG transcription has not been fully elucidated. Second, although MEK inhibition induces terminal differentiation in RAS-mutated RMS cells in vitro, in tumors, MEK inhibition up-regulated a subset of downstream myogenic super-enhancer–associated genes but not a key marker of complete muscle differentiation, MYH3. Whether this lack of terminal differentiation in vivo is due to a technical issue or the incomplete elimination of intra-tumoral ERK phosphorylation will be addressed by future experiments.
In summary, we used an unbiased, high-throughput drug screen to identify the MAPK pathway as a key vulnerability in RAS-mutated RMS. Using phenotypic and transcriptomic approaches, we showed that MEK inhibition induced a skeletal muscle differentiation program in RAS-mutated RMS cells. We demonstrated that RAS-mutated RMS is locked in a myoblast-like state through ERK2 deposition at the MYOG promoter, which stalls MYOG transcription. MEK inhibition with trametinib allowed MYOG expression and enabled MYOG to induce the differentiation program. The vulnerability of RAS-mutated RMS to MEK inhibition observed in cell culture models was confirmed in xenograft experiments where trametinib both inhibited tumor growth and induced differentiation. The in vivo tumor growth suppression observed with trametinib monotherapy was incomplete, but combining trametinib with the IGF1R inhibitor, BMS-754807, achieved remissions in xenograft models of RAS-mutated RMS and represents a meaningful opportunity for clinical translation.
MATERIALS AND METHODS
Study design
This study was designed to identify drugs that would specifically inhibit the growth of RAS-mutated RMS cells in culture and in xenograft models. Using the MIPE-v4 library of mechanistically characterized drugs, we identified that MEK inhibitors in general and trametinib selectively inhibited growth of RAS-mutated RMS cells as compared to cells derived from the related childhood sarcoma, PAX FP-RMS. The mechanism by which trametinib inhibits RAS-mutated RMS cell growth was assessed using a combination of cell cycle analysis, myogenic differentiation, whole-transcriptome sequencing, and immunoblot experiments, which confirmed that trametinib induces myogenic differentiation in RAS-mutated RMS. To better understand how MEK inhibition induced differentiation in RMS cells, we performed various ChIP-seq and ChIP-qPCR experiments in RAS-mutated RMS cells, as well as C2C12 mouse myoblasts expressing mutant RAS isoforms. The efficacy of trametinib in three xenograft models of RAS-mutated RMS was then assessed. In each experiment, mice were randomly assigned to the treatment groups, and mice (n > 4) per group were included to achieve statistical significance. Trametinib (3 mg/kg) was administered daily by oral gavage after the establishment of palpable xenografted tumors. Tumor size was measured twice a week with digital calipers, and animals were euthanized when they reached tumor end point (tumor of >2 cm in any dimension). No animals were excluded from analysis. Matrix screening experiments were performed to identify combinations of targeted agents that would improve outcomes in xenograft models of RAS-mutated RMS as compared to trametinib alone. The combination of trametinib and BMS-754807, an inhibitor of IGF1R, was identified as synergistically active in vitro. The efficacy of the combination was then assessed in xenograft models. In this case, mice were randomly assigned to the treatment groups, with n = 10 mice per group.
Clonogenic assay
RD, SMS-CTR, or RH30 cells were plated at a density of 100 cells per well in six-well tissue culture plates. The plates were incubated for 2 weeks before fixing in 10% formaldehyde and staining with 0.01% crystal violet.
Differentiation assay
C2C12 cells were serum-starved in Dulbecco’s modified Eagle’s medium with 2% horse serum (Gibco) for 5 days before immunofluorescence analysis. Differentiation index was calculated as the number of nuclei within an MHC-expressing cell divided by the total number of nuclei in a field. Fusion index was calculated as the number of nuclei within an MHC-expressing cell with greater than two nuclei divided by the total number of nuclei in a field. For the differentiation and fusion indices, a total of three independent fields were quantified. To determine myotube width, the widest portion of 10 individual myotubes per condition was determined.
High-throughput cell viability assays
For each cell line tested, a total of 1000 cells per well in 5 μl of complete RPMI 1640 medium were dispensed into 1536-well white tissue culture plates that had been preplated with the compounds comprising the MIPE-v4 library as previously described (76). Cells were grown in the presence of compounds for 48 hours before addition of a CellTiter-Glo luminescent cell viability assay reagent. Resultant luminescent signal was measured on a ViewLux instrument. AUC from the resultant dose-response curves was calculated using a standard trapezoidal method (31).
Immunofluorescence experiments
Cells were grown in Nunc chamber slides (Lab-Tek), fixed with 4% paraformaldehyde, and permeabilized in 0.5% Triton X-100. Antibodies were diluted in BlockAid (Life Technologies) or 1% bovine serum albumin in phosphate-buffered saline. Coverslips were mounted with ProLong Gold with 4′,6-diamidino-2-phenylindole (Life Technologies) before visualization using an EVOS FL microscope (Life Technologies).
Annexin V assay
SMS-CTR cells were treated with vehicle (DMSO), 100 nM trametinib, 350 nM BMS-754807, or the combination of trametinib and BMS-754807 for 72 hours before harvesting and incubating with allophycocyanin-labeled human recombinant annexin V (BioLegend) and Sytox Green (Thermo Fisher Scientific) according to the manufacturers’ instructions. Samples were read on a FACSCanto flow cytometer (BD Biosciences), and percentage of annexin positive cells was calculated in FlowJo.
Statistical analysis
All data are presented as the mean and SEM from at least three independent experiments. Differences between groups were evaluated using paired Student’s t test after normal distribution was confirmed using the Shapiro-Wilk test, with Welch’s correction applied where indicated to account for unequal variances. For mouse survival curve analysis, the median survival from the different groups is presented, and the log-rank (Mantel-Cox) test was used to evaluate differences between the groups. Additional experimental details are available in the Supplementary Materials.
Supplementary Material
Acknowledgments:
We are grateful to R. Robey, C. Thiele, R. Hawley, B. Stanton, J. Madigan, M. Hall, P. Randazzo, R. Kaplan, V. Sartorelli, J. Waterfall, D. Singer, and D. Levens for helpful discussions and review of the manuscript. The content of this publication does not necessarily reflect the views or policies of the Department of Health and Human Services, nor does mention of trade names, commercial products, or organizations imply endorsement by the U.S. Government. Animal care was provided in accordance with the procedures outlined in the Guide for the Care and Use of Laboratory Animals (National Research Council, 2011; National Academies Press). Funding: This project has been funded in whole or in part with Federal funds from the National Cancer Institute, NIH, under contract no. HHSN261200800001E. M.E.Y. is funded by an Alex’s Lemonade Stand Foundation Young Investigator Award.
Footnotes
Competing interests: The authors declare that they have no competing interests.
Data and materials availability: Raw sequencing data and processed files have been made available through Gene Expression Omnibus SuperSeries accession number GSE85171.
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