# Core Epithelial‐to‐Mesenchymal Transition Gene Signature Predicts Metastasis and Poor Survival in Synovial Sarcoma

**Authors:** Megan Jagosky, Colin Anderson, Nury Steuerwald, Jenny Chen, Anderson O' Brien Cox, HsihTe Yang, Guangxu Jin, Alicia Hamilton, Mathew Smith, Sharvil Desai, Johann Hsu, Wei Zhang

PMC · DOI: 10.1002/cam4.71643 · Cancer Medicine · 2026-02-25

## TL;DR

This study shows that mesenchymal gene expression in synovial sarcoma tumors is linked to metastasis and worse survival outcomes.

## Contribution

The study identifies a core EMT gene signature as a potential prognostic biomarker for metastasis in synovial sarcoma.

## Key findings

- Metastatic synovial sarcoma tumors show significant enrichment of EMT-related genes.
- Higher EMT scores correlate with worse overall survival in patients.
- EMT status in primary tumors may help guide treatment and surveillance strategies.

## Abstract

Synovial sarcoma (SS) is a rare soft tissue malignancy comprising 5%–10% of all sarcomas, typically affecting young adults. It is characterized by a pathognomonic SS18–SSX gene fusion, with variable histologic subtypes demonstrating epithelial and mesenchymal features. This study investigates the association between epithelial‐to‐mesenchymal transition (EMT) gene expression and metastatic potential in SS.

A retrospective, single‐institution analysis was conducted using primary tumor specimens from 21 treatment‐naïve SS patients. RNA sequencing was performed on formalin‐fixed paraffin‐embedded (FFPE) tissue to assess gene expression profiles. EMT scores were calculated using three independent methods: Hallmark EMT gene set from GSEA, the 76‐gene EMT signature (76GS), and Kolmogorov–Smirnov (KS) testing. Patients were categorized into metastatic and nonmetastatic cohorts, and phenotype‐specific survival analyses were conducted.

Tumors from patients who developed metastases showed significant enrichment of EMT‐related genes (GSEA NES 1.71, P = 0.025), oxidative phosphorylation, and immune‐related pathways. EMT scores were consistently higher (more mesenchymal) in metastatic tumors across all scoring methods. Mesenchymal phenotype was associated with significantly worse overall survival (GSEA log‐rank P = 0.0009).

This study demonstrates a correlation between mesenchymal gene expression signatures and increased metastatic risk in SS. EMT status, derived from primary tumor profiling at diagnosis, may serve as a potential prognostic biomarker. These findings support further investigation into EMT as a stratification tool for tailoring treatment intensity and surveillance strategies in SS.

## Linked entities

- **Diseases:** synovial sarcoma (MONDO:0010434)

## Full-text entities

- **Genes:** TCF3 (transcription factor 3) [NCBI Gene 6929] {aka AGM8, AGM8A, AGM8B, E2A, E47, ITF1}, SS18 (SS18 subunit of BAF chromatin remodeling complex) [NCBI Gene 6760] {aka SMARCL1, SSXT, SYT}, CDH1 (cadherin 1) [NCBI Gene 999] {aka Arc-1, BCDS1, CD324, CDHE, ECAD, LCAM}, EZH2 (enhancer of zeste 2 polycomb repressive complex 2 subunit) [NCBI Gene 2146] {aka ENX-1, ENX1, EZH2b, KMT6, KMT6A, WVS}, SSX2 (SSX family member 2) [NCBI Gene 6757] {aka CT5.2, CT5.2A, HD21, HOM-MEL-40, SSX}, SLTM (SAFB like transcription modulator) [NCBI Gene 79811] {aka Met}, SSX2B (SSX family member 2B) [NCBI Gene 727837] {aka CT5.2, CT5.2b, HOM-MEL-40, SSX}, SSX1 (SSX family member 1) [NCBI Gene 6756] {aka CT5.1, SPGFX5, SSRC}, SCRN1 (secernin 1) [NCBI Gene 9805] {aka SES1}, GNG5 (G protein subunit gamma 5) [NCBI Gene 2787], CXCR4 (C-X-C motif chemokine receptor 4) [NCBI Gene 7852] {aka CD184, D2S201E, FB22, HM89, HSY3RR, LCR1}, GSC (goosecoid homeobox) [NCBI Gene 145258] {aka GSC1, SAMS}, SNAI1 (snail family transcriptional repressor 1) [NCBI Gene 6615] {aka SLUGH2, SNA, SNAH, SNAIL, SNAIL1, dJ710H13.1}, TOMM22 (translocase of outer mitochondrial membrane 22) [NCBI Gene 56993] {aka 1C9-2, MST065, MSTP065, TOM22}, SIX1 (SIX homeobox 1) [NCBI Gene 6495] {aka BOS3, DFNA23, TIP39}, SSX4 (SSX family member 4) [NCBI Gene 6759] {aka CT5.4}, PMPCA (peptidase, mitochondrial processing subunit alpha) [NCBI Gene 23203] {aka Alpha-MPP, CLA1, CPD3, INPP5E, MAS2, P-55}, TCF4 (transcription factor 4) [NCBI Gene 6925] {aka CDG2T, E2-2, FCD2, FECD3, ITF-2, ITF2}, SNAI2 (snail family transcriptional repressor 2) [NCBI Gene 6591] {aka SLUG, SLUGH, SLUGH1, SNAIL2, WS2D}, FOXC2 (forkhead box C2) [NCBI Gene 2303] {aka FKHL14, LD, MFH-1, MFH1}, KIF14 (kinesin family member 14) [NCBI Gene 9928] {aka MCPH20, MKS12}, TWIST1 (twist family bHLH transcription factor 1) [NCBI Gene 7291] {aka ACS3, BPES2, BPES3, CRS, CRS1, CSO}, CDCA2 (cell division cycle associated 2) [NCBI Gene 157313] {aka PPP1R81, Repo-Man}, SPI1 (Spi-1 proto-oncogene) [NCBI Gene 6688] {aka AGM10, OF, PU.1, SFPI1, SPI-1, SPI-A}, KLF8 (KLF transcription factor 8) [NCBI Gene 11279] {aka BKLF3, ZNF741}, OCLN (occludin) [NCBI Gene 100506658] {aka BLCPMG, PPP1R115, PTORCH1}, NDUFA3 (NADH:ubiquinone oxidoreductase subunit A3) [NCBI Gene 4696] {aka B9, CI-B9}, NAIP (NLR family apoptosis inhibitory protein) [NCBI Gene 4671] {aka BIRC1, NLRB1, psiNAIP}, CD247 (CD247 molecule) [NCBI Gene 919] {aka CD3-ZETA, CD3H, CD3Q, CD3Z, CD3ZETA, IMD25}, CTBS (chitobiase) [NCBI Gene 1486] {aka CTB}
- **Diseases:** Soft Tissue Sarcoma (MESH:D012509), mesenchymal malignancy (MESH:C535700), Cancer (MESH:D009369), Primary (MESH:D010538), EMT (MESH:D002277), soft tissue malignancy (MESH:D012983), metastatic (MESH:D000092182), Metastasis (MESH:D009362), SS (MESH:D013584), death (MESH:D003643)
- **Chemicals:** eosin (MESH:D004801), formalin (MESH:D005557), H&amp;E (MESH:D006371), paraffin (MESH:D010232), hematoxylin (MESH:D006416)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

24 references — full list in the complete paper: https://tomesphere.com/paper/PMC12935515/full.md

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Source: https://tomesphere.com/paper/PMC12935515