Predictive value of metabolic profiling in cardiovascular risk scores: analysis of 75 000 adults in UK Biobank.

This large-scale study applied both conventional and machine learning approaches to assess the potential benefit of metabolic profiling to well-established CVD risk scores. However, there was no evidence that metabolic profiling improved CVD risk prediction in this population.