Abstract
Background Oral squamous cell carcinoma (OSCC), an HPV-negative head and neck cancer, frequently metastasizes to the regional lymph nodes but only occasionally beyond. Initial phases of metastasis are associated with an epithelial-mesenchymal transition (EMT), the consolidation phase is associated with mesenchymal-epithelial transition (MET). This dynamic is referred to as epithelial-mesenchymal plasticity (EMP). While it is known that EMP is essential for cancer cell invasion and metastatic spread, less is known about the heterogeneity of EMP states within a tumor and even less about the heterogeneity between the primary and metastatic lesions.
Methods To capture heterogeneity of EMP states in OSCC, we performed single-cell RNA sequencing (scRNAseq) of 5 primary tumors and 9 matching lymph node metastases and re-analyzed publicly available scRNAseq data of 9 additional primary tumors. To account for possible bias in cell type compositions by scRNAseq, these were also deconvoluted from bulk transcriptome analyses. Protein expression of selected genes were confirmed by immunohistochemistry.
Results From the 23 OSCC lesions the single cell transcriptome of a total of 7,263 carcinoma cells was available for in-depth analyses. We initially focused on one lesion to avoid inter-patient heterogeneity as a confounding factor and identified OSCC cells expressing genes characteristic of different epithelial and partial EMT stages, such as keratins and SPRR1B (cornifin B) or vimentin and matrix metallopeptidases. RNA velocity information together with the increase in inferred copy number variations indicated a progressive trajectory towards epithelial differentiation in this metastatic lesion. Extension to all samples revealed a less stringent but essentially similar pattern. Interestingly, cells undergoing MET show increased activity of the EMT activator ZEB1. Immunohistochemistry confirmed that ZEB1 was co-expressed with the epithelial marker cornifin B in individual tumor cells - more frequently in lymph node metastases. The lack of E-cadherin mRNA expression suggests this is a partial MET.
Conclusions This study reveals that EMP enables different partial EMT and epithelial phenotypes of OSCC cells, which are endowed with capabilities essential for the different stages of the metastatic process, including maintenance of cellular integrity. During MET, ZEB1 appears to be functionally active, indicating a more complex role of ZEB1 than mere induction of EMT.
Competing Interest Statement
JCB is receiving speakers bureau honoraria from Amgen, Pfizer, MerckSerono, Recordati and Sanofi, is a paid consultant/advisory board member/DSMB member for Boehringer Ingelheim, InProTher, MerckSerono, Pfizer, 4SC, and Sanofi/Regeneron. His group receives research grants from Bristol-Myers Squibb, Merck Serono, HTG, IQVIA, and Alcedis. None of these activities are related to the present manuscript. The other authors including K.H., C.S., L.P., F.F., P.G., J.G., N.S., I.S. declare no conflict of interest.
Footnotes
The manuscript was improved for submission in peer-reviewed journals, including abstract revision and minor manuscript changes. Further, the missing table 1 was added to the supplements and errors in the manuscript were corrected.
List of abbreviations
- CNV
- Copy number variation
- DC
- Dendritic cell
- DEG
- Differentially expressed genes
- EC
- Endothelial cell
- ECM
- Extracellular matrix
- EMP
- Epithelial-mesenchymal plasticity
- EMT
- Epithelial-mesenchymal transition
- FFPE
- Formalin-fixed, paraffin-embedded
- GSEA
- Gene set enrichment analysis
- GSVA
- Gene set variation analysis
- HNSCC
- Head and neck squamous cell carcinomas
- HPV
- Human papillomavirus
- HTO
- Hashtag oligo
- IHC
- Immunohistochemistry
- MET
- Mesenchymal-epithelial transition
- MsigDB
- Molecular signature database
- OSCC
- Oral cavity squamous cell carcinoma
- PC
- Principal component
- pEMT
- Partial EMT
- scRNAseq
- Single-cell RNA sequencing
- SNN
- Shared-nearest neighbor
- UMAP
- Uniform manifold approximation and projection