Fig. 1: Study design and data collection strategy.

FBG and OGTT were used to screen individuals with varying degree of glucose intolerance. The GBDT algorithm was used to predict plasma metabolites based on collected data from the FFQ, clinical tests and gut microbiome profiling. n indicates the sample size for the two cohorts, or the number of features in the diet, clinical, gut microbiome and plasma metabolome datasets.