In cancer research, understanding gene expression profiles is crucial for identifying biomarkers and potential therapeutic targets. EdgeR allows researchers to compare gene expression between cancerous and non-cancerous tissues, helping to pinpoint the genes involved in cancer progression and response to treatment.