Paula Petrone

This paper develops a deep learning model to predict haematopoietic stem cell ageing from 3D chromatin images, achieving an AUROC of 0.77 and identifying key chromatin features as predictive markers.

This study shows that reducing RhoA activity in aged HSCs lowers nuclear tension, restores chromatin structure, and improves regenerative capacity and lineage balance.