Research Paper Volume 16, Issue 4 pp 3420—3530

Insights into serum metabolic biomarkers for early detection of incident diabetic kidney disease in Chinese patients with type 2 diabetes by random forest

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Figure 1. The pipeline of this study. Three independent cohorts were recruited to perform the metabolite biomarker in discovery, validation and follow-up groups, respectively.