A total of 93 circulating factors available in the InCHIANTI study were double inverse-normalised, while adjusted for age and sex, prior to association testing14,15. Association analysis was performed using a linear mixed model framework as implemented in GEMMA (see URLs). Plots of association in Figure 2 were produced using LocusZoom (see URLs).