For instance, Liu et al. [141] identified ALDH1 activity to inversely correlate with CD44 expression in BC models, suggesting a complex make up of phenotypes contributing to tumor initiation, which further work is required to better understand. The gene discussed is ALDH1A1; the disease is breast cancer.