We also find that all the microbiome factors that we identified, namely diversity, seven OTUs, and two microbiome-derived metabolites, make a contribution to explaining variation in PWV (Figure 2) and only a small proportion of that effect can be explained (after adjusting for MAP, age, and BMI) by traditional risk factors, MetS and CRP levels. Here, CRP is linked to metabolic syndrome.