Extended Data Fig. 7: Robust correlation between SHAP values and linear regression coefficients.

The SHAP values of metabolites in relation to the 2-hour OGTT levels derived from GBDT and the corresponding model coefficients for each metabolite based on linear ridge regression analyses were compared using two-sided Pearson correlation analysis.