Mladkova N, Dogan S, Yaney A, Snuderl M, Palmer JD, Gamez ME, Bonomi M, Prevedello D, Raval R, Chakravarti A, Carrau R, Blakaj DM
PURPOSE/OBJECTIVE(S) : Olfactory neuroblastoma (ONB) and sinonasal undifferentiated carcinoma (SNUC) are rare sinonasal cancers with distinct clinical courses. Methylomic differences between these entities have not been previously explored. The aims of this study were to compare genome-wide methylomes of ONB and SNUC, and to explore candidate tissue of origin of SNUC using a comparative methylomics approach.
MATERIALS/METHODS : We included a total of 87 sinonasal malignancy samples. Genome-wide methylome data were obtained with an SNP-based human microarray for 71 ONB-like samples (44 "definitive" ONB samples, 27 ONB-resembling samples) and 10 IDH2-mutatnt SNUC samples. RNA sequencing data for a further 3 ONB and 3 SNUC samples were included. Methylomes were compared between ONB and SNUC samples and to publicly available methylation data for 195 tissue samples representing an array of tumors and normal tissues using R. Strict quality control was performed.
RESULTS : A total of 41 ONB and 9 SNUC samples passed QC and were included in the final analysis. A total of 89,016 differentially methylated probes had adjusted P-value < 0.01, the majority (90.4%) of which were hypermethylated in SNUC and located predominantly in regulatory regions, likely reflecting IDH2 mutation. The remaining 9.6% were hypomethylated in SNUC samples and were commonly located in intergenic regions. Top differentially methylated regions were GATA3, IGF2, LSP1, NKX6-2 and UNCX. NKX6-2 and UNCX were not expressed in SNUC RNAseq data. Gene set enrichment analysis (GSEA) of differentially hypermethylated CpG-island associated probes with at least 2.5-fold-decrease in SNUC RNA-seq data showed enrichment of EZH2 targets, H3K27 bound genes consistent with previous GSEA in IDH2-mutat sarcomas, in addition to WNT pathway, olfactory transduction, lipid & carbohydrate metabolism and genes pertaining to the nervous system (P < 0.0001). On Pearson's correlation-based analysis, ONB clustered with neuronal samples while SNUC clustered with medulloblastoma (MB) and malignant peripheral nerve sheath tumor (MPNST). On separate correlation, SNUC clustered with T-cell lymphoma, MPNST and MB. On examination of the top 300 differentially methylated probes, SNUC again clustered with MPNST and MB and with a neural crest cluster. On deconvolution analysis, both ONB and SNUC samples showed a predominant T-cell presence, which was significantly higher in SNUC (P < 0.001).
CONCLUSION : ONB and SNUC possess distinct methylomes. PRC2 complex dysregulation may represent a key driver of a genome-wide repressive phenotype in IDH2-mutant SNUC samples leading to a dedifferentiated phenotype and may be a potential avenue for targeted therapies in the future. The presence of T-cell infiltration in both tumors represents a potential avenue for exploration of therapeutic checkpoint inhibition. Genome-wide methylomics suggests SNUC may be derived from neuronal tissue and we are currently involved in further transomic approaches to independently validate this hypothesis.