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Validating urine-based biomarkers (e.g., exosomal ferroptosis-related proteins and 4-HNE metabolites) or circulating ferroptosis signatures that predict CIN risk, severity, or response to interventions is urgently needed to guide clinical decision-making

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That said, a few patterns appear consistently in forum discussions and anecdotal reports