by the rich life factor and biological variables that can be controlled for or used to match sub-groups. Population variances explained in the pairwise associations reached maxima of around 5% (Supplementary Fig 2), but these are higher with the multivariate analyses (up to 20-50% variance explained in the most highly involved variables within population modes), partly reflecting increased sensitivity gained when appropriately combining across related variables.