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The decrease in Nrf2 first leads to an increase of unbound Keap1, due to the reduced complex formation with Nrf2 (Fig 3C

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4.5 Potential of amino acid metabolites as nutritional biomarkers for DKD 4.5.1 Key biomarkers identified through metabolomics The development of metabolomics technology has provided powerful tools for DKD biomarker discovery