Filipe Martins

The paper identifies the Lipid Oxygen Radical Defense (LORD) pathway and shows it is epigenetically controlled, affecting oxidative stress and ferroptosis.

This study identifies evolutionarily recent transcription factors that influence human cell cycle regulation by affecting gene expression and replication timing.

The paper develops a machine learning framework to estimate cell subtype-specific drug sensitivity from bulk data, applying it to leukemia datasets to identify potential therapeutic targets.