This repository contains code to reproduce all results in our article "Transcriptional drift in aging cells: A global decontroller" transcriptional signatures for tumor-type-agnostic phenotype prediction" - T. Matsuzaki and C. Weistuch et al. When using the NMF code, please also cite "Functional transcriptional signatures for tumor-type-agnostic phenotype prediction" - C. Weistuch et al.

All necessary inputs (data) and functions are included in this repository except for the data from Sturm et al. This can instead be found at GEO GSE179848.