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Background: Identification of differential expressed genes can expose disease disordered pathways.Currently, Most calculated methods only distinguish researches based on different disease types.However, diverse subtypes of the same disease may have contrasting incidence and prognosis.This indicates they may have discrepant dysregulated pathways.Identify specific pathways of dissimilar subtypes of cancer can help us take more effective clinical treatment and prognosis program.