Future work will therefore focus on in vivo modeling, genetic rescue experiments, and cross-dataset single-cell validation to further elucidate the regulatory mechanisms and translational implications of CAPS in endometrial carcinoma and other malignancies. The gene discussed is CAPS; the disease is endometrial carcinoma.