In cancer research, Lasso is often used to identify significant genetic markers from large datasets. For instance, when analyzing gene expression data, Lasso can help pinpoint which genes are most strongly associated with cancer outcomes. This helps in narrowing down potential biomarkers for diagnosis, prognosis, and treatment.