Jing Nan Lu

The paper develops a machine learning classifier to identify cellular senescence using single-cell RNA-seq data, finding it outperforms marker-based approaches and reveals new mechanistic insights.

This study identifies polyamines as key regulators of epithelial regeneration in aged intestines, showing they enhance protein homeostasis and restore regenerative capacity through dietary manipulation.