A Cox Hazard model was used to correlate lifespan to gene expression changes. Two groups of genes were identified: (i) genes whose increased expression between 20 and 10 wph is a risk factors (i.e., associated to increased mortality risk) (red), and (ii) genes whose decreased expression is a risk factors (blue). 