The DNAm clock predicts all-cause mortality in later life more accurately than chronological age [34] - and is elevated in groups of individuals with HIV [35], Down syndrome [36,37], and obesity [38] - but is not correlated with smoking status [39]. This evidence concerns the gene CLOCK and obesity due to melanocortin 4 receptor deficiency.