I have miRNA microarray data from from blood sample. after normalization I saw quite different expression patterns for the same type of cancer among different patients(which I would expect to see at least some consistent expression pattern).
I want to find hidden pattern inside of this data set. what is the best approach to denoise and find the pattern ? I applied different clustering and dimensionality reduction algorithms but I couldn't find robust pattern .
what are your suggestions?