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This study is published in The New England Journal of Medicine .

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The main differential diagnosis is alopecia areata

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Receiver Operating Characteristic (ROC) analysis revealed that vanillic acid and N-hydroxy-isoleucine were the highest discriminative metabolites with an AUC value of 1 and also 2-aminobenzoic acid and picolinic acid showed high discriminative ability with an AUC of 0.995 and these might serve as potential prognostic biomarkers to monitor the progression of CKD to ESKD (Dahabiyeh et al., 2023)

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