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DNA microarrays: Associations with tumor histology, patient outcome, and treatment response
Tests of differential expression
T-test
SNR
Oncogenic events are often heterogeneous
Her2/neu amplification in 20% breast cancer
Activating Ras mutations in 25% melanoma
E2A-PBX1 translocation in 5-10% leukemia
High-level amplifications and promoter-driver type translocations should lead to over-expression
Tests of differential expression
T-test
SNR
Oncogenic events are often heterogeneous
Her2/neu amplification in 20% breast cancer
Activating Ras mutations in 25% melanoma
E2A-PBX1 translocation in 5-10% leukemia
High-level amplifications and promoter-driver type translocations should lead to over-expression