Mining multimodal omics data using a function, gene or drug name

Smart DBs provides a list of all data and sample types associated with your query




Select query type: functional category, gene or drug name

Functional categories are >7,000 Biological process terms in Gene Ontology

All the associated data with the the selected functional category will be retrieved

GSEA score derived from RNA or protein data within the selected functional category is used for association analysis with other omics data


Gene selection will retrieve all associated data with your query across various data types: mutation, RNA, Protein (RPPA, mass-spec), CRISPR and shRNA


Drug selection will retrieve all associated omics data with your query drug

* 561 drugs are available


Programmed necrotic cell death is selected as functional query

GSEA scores of RNAs and proteins within the functional category, are analyzed against patient outcome and other omics data


Proteins in the query function is enriched in tumors of 4 cancer lineages



4 cancer lineages exhibiting significant enrichment (GSEA score) of proteins within the query function











P-value shows the significance of GSEA score fold-change between normal and tumor samples




Gene list shows significant genes within the function


Box plot display the selected data


Consensus samplings show the 11 significant sample groups in HNSC




Box plot of GSEA score of query function in normal vs. tumor samples


Proteins in the query function is significantly enriched in tumor compared to normal samples in HNSC patients


59 paired normal & tumor samples are compared in the plot







Most significant result is observed in Stage II, III and IV samples in HNSC patients