Personal-MetaboHealth, an actionable health check in middle age, is improved by an effective lifestyle intervention in those at risk - Summary - MDSpire
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Enhancing Personal-MetaboHealth through Effective Lifestyle Interventions for At-Risk Individuals in Middle Age

  • By

  • Niels van den Berg

  • Gabriela Natalle Lopes

  • Fatih A. Bogaards

  • Marian Beekman

  • Edson Amaro Junior

  • P. Eline Slagboom

  • Joris Deelen

  • September 7, 2026

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Objective:

To analyze the feasibility of individualizing MetaboHealth scores and their association with mortality and chronic disease onset, and to evaluate the impact of a lifestyle intervention on Personal-MetaboHealth in older adults.

Approach:
  • Study Populations: Data was analyzed from the Leiden Longevity Study (LLS) focusing on the second generation (F2) and the Growing Old Together (GOTO) study involving a lifestyle intervention.
  • MetaboHealth Development: Rescaled-MetaboHealth and Personal-MetaboHealth were developed using metabolomics measurements to provide individualized health estimates.
  • Lifestyle Intervention: A 3-month lifestyle intervention was conducted to assess changes in Personal-MetaboHealth scores among older adults at risk of health decline.
Key Findings:
  • MetaboHealth predicts mortality risk and is associated with various age-related health conditions.
  • Personal-MetaboHealth was developed from clinically validated metabolic biomarkers.
  • The lifestyle intervention led to significant changes in Personal-MetaboHealth scores.
Interpretation:

The study indicates that MetaboHealth scores can be individualized and may serve as actionable biomarkers for health interventions.

Limitations:
  • The study's cohort was limited to specific populations, which may affect generalizability.
  • The lifestyle intervention was non-randomized and lacked a control group.
Conclusion:

The findings support the potential of MetaboHealth as a tool for early detection and intervention in at-risk middle-aged individuals.

Sources:

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