Figure 1.

Consort diagram of data quality control, machine learning model building and model evaluation. Data included traditional risk factors (age, sex and BMI), biochemical measures, 206 known metabolites, a BP polygenic risk score, and energy intake and dietary intake for 45 nutrients (including salt intake).