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September 10, 2025npj Metabolic Health and DiseaseOpen Access

Metabolomic-based aging clocks

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Authors

AOAlain Ibáñez de OpakuaRCRicardo CondeADAngela de Diego

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Overview

This analysis presents NMR-based metabolomic clocks assessing metabolic health, highlighting predictive accuracy and clinical interpretability.

Key Points

  • NMR-based metabolomic clocks improve the prediction of biological age and potential health outcomes.
  • The novel approach demonstrates a combination of high predictive accuracy and clinical interpretability in identifying metabolic distortions.
  • Key features of NMR-based models are summarized, indicating their role in risk stratification and early detection of aging-related diseases.
  • Evaluating disease-specific metabolic health may enable proactive management and intervention to slow aging processes.

Cite This Study

Opakua et al. (2025) studied this question.

synapsesocial.com/papers/68c23b4ab210217d647842fchttps://doi.org/10.1038/s44324-025-00078-x
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