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Within the same calibration and reclassification architecture, clinicians may layer additional modalitiessuch as imaging features, circulating biomarkers, and wearable-derived metricsto refine individual risk prediction and provide early warnings during longitudinal follow-up ( 3 Emerging technologies for early risk stratification of DKD To extend the detection window of diabetic kidney disease (DKD), it is essential to enhance the current KDIGO risk stratification frameworkbased on eGFR, uACR, and the Kidney Failure Risk Equation (KFRE)through the systematic integration of molecular, tissue, and continuous exposure-level data

We also recognize that weight management does not exist in isolation

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Combination therapy also showed lower risks for all-cause hospitalization (HR, 0.86