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Published in final edited form as: J Cancer Res Clin Oncol. 2019 Mar 20;145(5):1273–1281. doi: 10.1007/s00432-019-02895-2

DNA methylation profiling distinguishes Ewing-like sarcoma with EWSR1-NFATc2 fusion from Ewing sarcoma

Christian Koelsche 1, Mark Kriegsmann 1, Felix KF Kommoss 1, Damian Stichel 2,3, Katharina Kriegsmann 4, Christian Vokuhl 5, Thomas GP Grünewald 6,7,8,9, Laura Romero-Pérez 6, Thomas Kirchner 7,8,9, Enrique de Alava 10, Juan Diaz-Martin 10, Wolfgang Hartmann 11, Daniel Baumhoer 12, Cristina R Antonescu 13, Karoly Szuhai 14, Uta Flucke 15, Uta Dirksen 16, Stefan M Pfister 17,18,19, David TW Jones 17,20, Gunhild Mechtersheimer 1,*, Andreas von Deimling 2,3,*
PMCID: PMC7607515  NIHMSID: NIHMS1628836  PMID: 30895378

Abstract

Purpose:

Recent studies revealed divergent gene expression patterns in Ewing sarcoma (EwS) with canonical EWSR1-ETS gene fusions and undifferentiated round cell sarcomas (URCS) with EWSR1 rearrangements fused to the non-ETS gene NFATc2. Thus, the question arises whether the latter tumors really belong to EwS.

Methods:

We collected five cases matching the group of URCS with EWSR1-NFATc2 fusion and performed DNA-methylation and copy number profiling. Results were compared to methylation data of 30 EwS with various EWSR1-ETS fusions and one EwS with FUS-ERG fusion, 16 URCS with CIC rearrangement and 10 URCS with BCOR alteration and a total of 81 EWSR1-associated soft tissue sarcomas including 7 angiomatoid fibrous histiocytomas, 7 clear cell sarcomas of the soft tissue, 28 desmoplastic small round cell tumors, 10 extraskeletal myxoid chondrosarcomas and 29 myxoid liposarcomas.

Results:

Unsupervised clustering and t-distributed stochastic neighbor embedding analysis of DNA-methylation data revealed a homogeneous methylation cluster for URCS with EWSR1-NFATc2 fusion, which clearly segregated from EwS and the other subtypes. Copy number profiles of EWSR1-NFATc2 cases showed recurrent losses on chromosome 9q and segmental gains on 20q13 and 22q12 involving the EWSR1 and NFATc2 loci, respectively.

Conclusion:

In summary, URCS with EWSR1-NFATc2 fusion share a distinct DNA-methylation signature and carry characteristic copy number alterations, which emphasizes that these sarcomas should be considered separately from EwS.

Keywords: EWSR1, NFATc2, Ewing, Ewing-like, DNA methylation

Introduction

Ewing sarcoma (EwS) is a highly malignant tumor predominantly affecting the bones of children, adolescents and young adults. EwS belongs to the group of undifferentiated round cell sarcoma (URCS) and represents one of the most frequently diagnosed malignant mesenchymal bone tumors, accounting for approximately 5-10% of all cases (Alava et al. 2013). However, 10-15% of EwS primarily arise within soft tissue (Sankar and Lessnick 2011).

Precise separation of EwS from URCS without knowledge of the molecular phenotype is challenging for pathologists, because most tumors lack unambiguous morphological features or a specific immunophenotype (Alava et al. 2013).

EwS is genetically characterized by EWSR1-ETS gene fusions (Grunewald et al. 2018). EWSR1-FLI1 represents the most common gene fusion in EwS (85%), followed by EWSR1-ERG (10%) (Delattre et al. 1992; Sorensen et al. 1994). Less frequently (<1%), EWSR1 is fused to other ETS gene members such as ETV1, ETV4 and FEV (Jeon et al. 1995; Kaneko et al. 1996; Peter et al. 1997). In exceptionally rare EWSR1 wild-type cases a FUS-ERG fusion has also been described (Chen et al. 2016; Shing et al. 2003).

Some URCS show a significant morphologic overlap with EwS. However, they lack the prototypic EWSR1-ETS or FUS-ERG fusions. These tumors were termed EwS-like URCS (Antonescu 2014). Through molecular studies investigating EwS-like URCS it was possible to subcategorize this heterogeneous group of sarcomas further. More than 90% of EwS-like URCS carry either CIC-DUX4 fusions or BCOR alterations (Italiano et al. 2012; Pierron et al. 2012; Specht et al. 2016). The current concept proposes both BCOR- and CIC-positive URCS to be considered as stand-alone subtypes with distinct clinical features and differing biological behavior (Antonescu et al. 2017; Kao et al. 2018). Thus, precise subtyping of EwS-like URCS will soon become relevant in a clinical context.

Despite the recent progress in genomic characterization and biological understanding of URCS, some cases remain ambiguous. These URCS carry fusions between EWSR1 and members outside the ETS gene family, which often occur between EWSR1 and NFATc2 (Mastrangelo et al. 2000; Savola et al. 2009; Sumegi et al. 2011; Szuhai et al. 2009; Wang et al. 2007). The current 2013 World Health Organization (WHO) classification of soft tissue and bone tumors provisionally assigned these cases to EwS (Alava et al. 2013). However, recent gene expression-based studies observed major differences between URCS with EWSR1-NFATc2 fusion and EwS (Baldauf et al. 2018b; Specht et al. 2014; Watson et al. 2018). Also, EWSR1-NFATc2 positive sarcomas show a striking predominance of affecting mainly male adults (Grunewald et al. 2018). Thus, there is an ongoing debate whether URCS with EWSR1-NFATc2 fusion belong to EwS, or whether they represent a distinct entity (Baldauf et al. 2018a; Charville et al. 2018).

To address this issue further, we performed comparative, genome-wide DNA methylation profiling and cytogenetic analyses of five URCS with EWSR1-NFATc2 fusion.

Material and Methods

Sample selection

We collected five cases matching the group of URCS with EWSR1-NFATc2. The samples were retrieved from the Gerhard-Domagk Institute of Pathology of the University Hospital Münster (Germany), the Institute of Pathology of the University Hospital in Leiden (the Netherlands), the Institute of Pathology of the University Hospital in Basel (Switzerland) and the Department of Pathology of the University Hospital Virgen del Rocio in Seville (Spain). The EWSR1-NFATc2 fusion has been confirmed in four cases, among them two cases from the seminal paper by Szuhai and colleagues (Szuhai et al. 2009). In one previously published case, detection by next generation sequencing and FISH analysis failed due to poor RNA quality, though the copy number profile revealed amplifications involving the EWSR1 locus (Koelsche et al. 2018a). The five URCS with EWSR1-NFATc2 were reviewed by H&E staining. Histological sections were scanned with the NanoZoomer 2.0-HT digital slide scanner (Hamamatsu Photonics, Hamamatsu City, Shizuoka Prefecture, Japan) and images were captured with the ImageScope software (Leica Biosystems, Buffalo Grove, IL, USA).

The control group included 31 EwS with EWSR1-FLI1 (n = 24), EWSR1-ERG (n = 4), EWSR1-ETV1 (n = 1), EWSR1-FEV (n = 1) and FUS-ERG (n = 1) gene fusions. Furthermore, 16 URCS with CIC-rearrangement and 10 URCS with BCOR-alteration were included.

In addition, the control group was expanded by including sarcomas that may comprise EWSR1-rearrangements, namely angiomatoid fibrous histiocytoma (n = 7), clear cell sarcoma of the soft tissue (n = 7), desmoplastic small round cell tumor (n = 28), extraskeletal myxoid chondrosarcoma (n = 10) and myxoid liposarcoma (n = 29). The methylation data of the control group and of two URCS with EWSR1-NFATc2 fusions have been previously reported (Koelsche et al. 2018a; Koelsche et al. 2018b). Basic clinical information of the investigated cases is provided in Supplementary Table 1. This investigation was performed in accordance with the Declaration of Helsinki.

DNA isolation, genome-wide DNA methylation data generation and pre-processing

Representative tumor tissue with highest available tumor content was chosen for DNA extraction. The Maxwell® 16 FFPE Plus LEV DNA Kit or the Maxwell® 16 Tissue DNA Purification Kit (for frozen tissue) was applied on the automated Maxwell device (Promega, Madison, WI, USA) according to the manufacturer’s instructions. All tumors had a total amount of >100 ng DNA and were suitable for the array-based DNA methylation analysis. All tumors were subjected to Illumina Infinium HumanMethylation450 (450k) BeadChip or the successor EPIC/850k BeadChip (Illumina, San Diego, USA) analysis at the Genomics and Proteomics Core Facility of the German Cancer Research Center (DKFZ) Heidelberg. DNA methylation data were normalized by performing background correction and dye bias correction (shifting of negative control probe mean intensity to zero and scaling of normalization control probe mean intensity to 20000, respectively). Probes targeting sex chromosomes, probes containing multiple single nucleotide polymorphisms and those that could not be uniquely mapped were removed. Probes from the EPIC array were excluded if the predecessor Illumina Infinium 450k BeadChip did not cover them, thereby making data generated by both 450k and EPIC feasible for subsequent analyses. In total, 438370 probes were kept for analysis.

Unsupervised clustering, t-SNE analysis and cumulative copy number plotting

For unsupervised hierarchical clustering, we selected 10000 probes that showed the highest median absolute deviation (MAD) across the beta values. Samples were hierarchically clustered using the Euclidean distance and Ward’s linkage method. Hierarchical clustering using Euclidean distance and complete linkage reordered methylation probes. The unscaled methylation levels were shown in a heat map from unmethylated state (blue color) to methylated state (red color). For unsupervised 2D representation of pairwise sample correlations, dimensionality reduction by t-distributed stochastic neighbor embedding (t-SNE) was performed using the 10000 most variable probes, a perplexity of 20 and 2500 iterations. Novel methylation groups were tested for stability by varying the number of the most variable probes. Copy-number assessment was done based on methylation array data using the R-package conumee after additional baseline correction (https://github.com/dstichel/conumee).

Results

Study cohort

Five tumors from five patients matching the molecular criteria of URCS with EWSR1-NFATc2 fusion were included, four primary tumor samples and one tumor metastatic to the lung. Patients with EWSR1-NFATc2 positive URCS were older (median age 39 years; range 16 – 56 years) compared to 31 patients with EwS (median age 17 years, range 3 – 63 years), 10 patients with URCS with BCOR alteration (median age 14 years; range 0 – 22 years) and 16 patients with URCS with CIC rearrangement (median age 26 years; range 12 – 49 years). Clinical data of the five URCS with EWSR1-NFATc2 fusion are summarized in Table 1.

Table 1:

Clinical characteristics of undifferentiated round cell sarcomas with EWSR1-NFATc2 fusion.

Case ID EWSR1-NFATc2 Age at
diagnosis
Gender Location Manifestation Reference
103662 Non-determinable 51 years Male Humerus Primary Koelsche et al. 2018
128854 Exon 8 - Exon 3 39 years Male Lung (primary humerus) Metastasis Szuhai et al. 2009
110244 Exon 8 - Exon 3 56 years Female Femur Primary -
128856 Exon 8 - Exon 3 16 years Male Femur Primary Szuhai et al. 2009
97480 Exon 8 - Exon 3 17 years Female Humerus Primary Koelsche et al. 2018

Histologic features of undifferentiated round cell sarcomas with EWSR1-NFATc2 fusion

The tumor cells of URCS with EWSR1-NFATc2 fusion were round to polygonal with faint eosinophilic to clear cytoplasm, which sometimes appeared vacuolated. The tumor cell outlines were relatively ill defined, the nuclei were large with a dense chromatin pattern (Figure 1 a, b). In some areas, the tumor cells were separated by thin to coarse fibrous septae, which resulted in a nested pattern (Figure 1 c, d). Intriguingly, one case exhibited a predominant myxoid tumor matrix with tumor cells arranged in cords and groups therein (Figure 1 e). Foci of necrosis were present in two cases (Figure 1 f). Inflammatory bystander cells were composed of eosinophilic leukocytes (Figure 1 g, h).

Figure 1: Histologic features of undifferentiated round cell sarcomas with EWSR1-NFATc2 fusion.

Figure 1:

Undifferentiated round cell sarcomas with EWSR1-NFATc2 fusion were composed of relatively monotonous cells with a faint eosinophilic to clear cytoplasm and large, chromatin dense nuclei (a, b). The tumor matrix variably contained thin to coarse collagen bundles, which separated tumor cells and appeared as a nested growth pattern (c, d). One case presented with a myxoid tumor matrix (e). Focal necrosis was observed in two cases (f). Inflammatory cells were variably present and were composed of eosinophilic leukocytes (g, h). Magnification: 400-fold. Scale bars: 20 μm.

Distinct methylation signature in undifferentiated round cell sarcomas with EWSR1-NFATc2 fusion

URCS with EWSR1-NFATc2 fusion formed a homogeneous methylation class by both clustering (Figure 2 a) and t-SNE analyses (Figure 2 b), which also kept stable when varying the number of CpGs used for this analysis. The methylation profiles of URCS with EWSR1-NFATc2 fusion were distinct from the methylation class of EwS, which formed a homogeneous methylation cluster irrespective of their various TET-ETS gene fusion variants. URCS with CIC rearrangement, URCS with BCOR-alteration and the tumor control subtypes angiomatoid fibrous histiocytoma, clear cell sarcoma of the soft tissue, desmoplastic small round cell tumor, extraskeletal myxoid chondrosarcoma and myxoid liposarcoma formed subtype-specific methylation classes, respectively.

Figure 2: Distinct DNA methylation patterns in undifferentiated round cell sarcomas with EWSR1-NFATc2 fusion.

Figure 2:

Unsupervised hierarchical clustering (a) and t-Distributed Stochastic Neighbor Embedding (t-SNE) analysis (b) of DNA methylation data from undifferentiated round cell sarcoma variants and a reference set of prototypical soft tissue and bone sarcomas with frequent rearrangements involving gene members of the TET transcription factor family. The arrow points out the novel methylation group.

Copy number analysis

We next analyzed the copy number profiles of URCS with EWSR1-NFATc2 (Figure 3). A segmental gain on chromosome 22q12 involving the EWSR1 locus and losses on chromosome 9q were observed in all five cases. A segmental gain on chromosome 20q13 covering the NFATc2 locus was observed in four cases. None of these copy number alterations were present in the 31 EwS, 16 URCS with CIC-rearrangement and 10 URCS with BCOR-alteration.

Figure 3: Copy number alterations in undifferentiated round cell sarcomas with EWSR1-NFATc2 fusion.

Figure 3:

Copy number profiles were generated using DNA methylation data. The arrows point out recurrent copy number alterations (a). Fluorescence in situ hybridization studies indicate a break and a copy number gain of EWSR1 (b).

Discussion

Genome-wide tumor DNA methylation patterns likely most often relate to the epigenetic state of their originating tissue and therefore can be used to distinguish molecular subgroups within morphologically homogeneous tumor groups. We here describe a distinct DNA methylation signature for URCS with EWSR1-NFATc2 fusion, which is clearly distinguishable from the DNA methylation signature of EwS. Accordingly, our results strongly support the concept of considering URCS with EWSR1-NFATc2 fusion separate from EwS. This concept has recently been fueled by gene expression studies, which revealed major differences between URCS with EWSR1-NFATc2 fusion and EwS with canonical TET-ETS gene fusions (Baldauf et al. 2018b; Watson et al. 2018).

Less than 20 URCS with EWSR1-NFATc2 fusion have been reported since their first description in 2009 (Antonescu 2014; Kinkor et al. 2014; Koelsche et al. 2018a; Machado et al. 2018; Romeo et al. 2012; Sadri et al. 2014; Szuhai et al. 2009; Watson et al. 2018). Overall, these cases share a significant pathological overlap with EwS, which retrospectively justifies their listing as variant EwS in the 2013 WHO classification of soft tissue and bone tumors (Alava et al. 2013).

The question of histiogenesis, however, has remained controversial in EWSR1-NFATC2 fused sarcomas ever since. Morphologically, URCS with EWSR1-NFATc2 fusion exhibit atypical features, e.g. presence of a hyaline stroma, a nested growth, enlarged cells with a clear cell appearance and nuclei with prominent nucleoli, characteristics that are not commonly seen in EwS (Folpe et al. 2005). Epithelial marker expression has been consistently described in URCS with EWSR1-NFATc2 fusion, which is rarely observed in EwS (Antonescu 2014; Folpe et al. 2005).

URCS with EWSR1-NFATc2 fusion carry a t(20;22)(q13;q12) chromosomal translocation (Szuhai et al. 2009). It is assumed that NFATc2, which acts as a transcription factor, recognizes similar core motifs compared to FLI1 and ERG (Sankar and Lessnick 2011). However, it has not been proven yet whether similar functional consequences may emerge from the EWSR1-NFATc2 fusion compared to TET-ETS gene fusions. Unique for the EWSR1-NFATc2 fusion is the amplification of the fusion partner NFATc2 on chromosome 20q13 and EWSR1 on chromosome 22q11 (Szuhai et al. 2009). This focal amplification leads to an increased number of EWSR1 probe signals, which may hamper fluorescence in situ hybridization evaluation or may be misjudged as an artifact (Machado et al. 2018). We observed the EWSR1 amplification in all five cases and the NFATc2 amplification in all but one case, which might have been missed due to relatively noisy signals in the copy number profile. It should be noted that besides the EWSR1 and NFATc2 loci, also the remaining CNV profiles of the EWSR1-NFATc2 sarcomas reported here are not typical for EwS (Grunewald et al. 2018).

From a clinical perspective, URCS with EWSR1-NFATc2 fusion predominantly occurred as intraosseous lesions, had a striking male predominance and occurred in patients with a slightly higher age at diagnosis compared to EwS (Antonescu 2014; Grunewald et al. 2018; Kinkor et al. 2014; Koelsche et al. 2018a; Machado et al. 2018; Romeo et al. 2012; Sadri et al. 2014; Szuhai et al. 2009; Watson et al. 2018). Surprisingly, two cases of our series were diagnosed in female patients, contradicting published data suggesting that these mainly intraosseous tumors affect male patients only. Our findings are in line with a recent summary reported in the literature, which indicated that EWSR1-NFATc2 positive sarcomas might also arise outside of bone and affect female patients (Grunewald et al. 2018).

Due to the exceptional rarity of URCS with EWSR1-NFATc2 fusion, clinical data regarding the biological behavior is very limited. In studies where follow-up data was available, these cases seemed to follow a more favorable clinical course when compared to classical EwS (Machado et al. 2018; Romeo et al. 2012). In our series follow-up data was available for three patients, which responded to neoadjuvant chemotherapy and were subsequently treated with tumor resection. In line with previously published data, one of these patients had complete remission, the second patient, which had been primarily diagnosed with metastatic stage disease, is still alive 6 years after diagnosis and the third case had a local recurrence 2 years after diagnosis.

Despite the growing evidence that URCS with EWSR1-NFATc2 fusion may be distinct from EwS, their origin has not yet been resolved. Some EWSR1-NFATc2 fused sarcomas exhibited morphological features matching those of myoepithelial tumors (Cohen et al. 2018; Romeo et al. 2012). Myoepithelial tumors typically arise in the soft parts, but skeletal counterparts have been described (Hornick and Fletcher 2003; Song et al. 2017). Histologically, most of these tumors show lobulated growth and are composed of cords or nests of epithelioid, ovoid, or spindle cells with a chondromyxoid or collagenous/hyalinized stroma (Hornick and Fletcher 2003). They strongly express epithelial markers and S-100 protein, often myogenic markers and in roughly half of the cases glial fibrillary acid protein (Jo and Fletcher 2015). This immunophenotype has not been described in URCS with EWSR1-NFATc2 fusion (Antonescu 2014; Kinkor et al. 2014; Koelsche et al. 2018a; Machado et al. 2018; Romeo et al. 2012; Sadri et al. 2014; Szuhai et al. 2009; Watson et al. 2018). However, myoepithelial tumors often carry EWSR1 gene fusions with a growing number of non-ETS fusion partner genes, e.g. POU5F1 (6p21), PBX1 (1q23), ZNF444 (19q23), ATF1 (12q13) and PBX3 (9q33) (Antonescu et al. 2011; Antonescu et al. 2010; Flucke et al. 2011). Most recently, a subcutaneous lesion with a phenotype matching with myoepithelial tumors has been described in a young female patient, which carried a EWSR1-NFATc2 fusion and additionally had amplifications in the EWSR1 and NFATc2 regions. This tumor was positive for epithelial markers, but interestingly lacked any myoepithelial marker expression like S-100, desmin or calponin, among others (Cohen et al. 2018).

Unfortunately, myoepithelial tumors were not part of this study and therefore could not be used for comparative purposes. However, it seems to become apparent that URCS with EWSR1-NFATc2 fusion is a multifaceted tumor, which is neither restricted to bone, nor exclusively occurs in male patients.

In conclusion, DNA methylation profiling segregates URCS with EWSR1-NFATc2 fusion from EwS with canonical TET-ETS fusions. It is therefore unlikely that URCS with EWSR1-NFATc2 and EwS share a common origin.

Supplementary Material

1628836_Supp_info

Supplementary Table 1: Patients’ characteristics of the study cohort.

Acknowledgements

We thank the Microarray Unit of the Genomics and Proteomics Core Facility, German Cancer Research Center (DKFZ), for providing excellent methylation services. We also thank the HUVR-IBiS Biobank (Andalusian Public Health System Biobank and ISCIII-Red de Biobancos PT17/0015/0041) for providing tissue.

Funding

The work was supported by the German Cancer Aid (grant 70112499). The laboratory of T.G.P.G. was supported for this project by grants from the Dr. Leopold und Carmen Ellinger Stiftung and the German Cancer Aid (grant 70112257).

Footnotes

Conflict of Interest

The authors state no conflict of interest.

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Associated Data

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Supplementary Materials

1628836_Supp_info

Supplementary Table 1: Patients’ characteristics of the study cohort.

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