ONCOCROSS

Cancer of Unknown Primary (CUP)

CUP is metastasized cancer with unknown primary site. Prediction of primary site of CUP is critically related to prognosis, as anti-cancer therapeutics depend on the primary site.

Cancer type-specific genes and accuracy

By analyzing 450 clinical research data on gene expression patterns by specific cancer type, we were able to find siginificant differentially expressed genes(DEGs) by each cancer type. Based on DEG analysis by cancer type, more than 1,000 cancer type-specific genes were selected and a model was developed to predict primary cancer type. Accuracy of up to 92% was observed in the validation set.