Differential gene expression analysis is a technique used to compare the levels of gene expression between different groups of cells or tissue samples. In the context of cancer, this method helps identify which genes are upregulated or downregulated in cancerous cells compared to normal cells. This information is crucial for understanding the molecular mechanisms underlying cancer and for identifying potential biomarkers and therapeutic targets.