Evidence mapPaperPMID 40297779Full record

ArticleFrontiers in physiology2025

Development of the MetFlex Index™: associations between cardiometabolic risk factors and fitness using a novel approach with blood lactate.

Bryan Jasker, Daniel Dodd, Clara B Peek, Garett J Griffith

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Article in Frontiers in physiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

4 authors.

Bryan JaskerNorthwestern University Department of Physical Therapy and Human Movement Sciences, Chicago, IL, United States.
Daniel DoddIllinois Wesleyan University School of Nursing, Bloomington, IL, United States.
Clara B PeekNorthwestern University Feinberg School of Medicine Department of Biochemistry and Molecular Genetics, Chicago, IL, United States.
Garett J GriffithNorthwestern University Department of Physical Therapy and Human Movement Sciences, Chicago, IL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Cardiometabolic health is declining in the U.S. and anticipated to worsen over the next 30 years. Measurements of cardiometabolic health include blood metabolite profiles. One such metabolite is blood lactate. Lactate assessment is common in critical care and performance settings but less frequently used for the general population. The delayed onset of lactate accumulation during exercise may be an indicator of cardiometabolic health. Assessing lactate during a submaximal exercise test may assist in describing cardiometabolic health status in terms of metabolic fitness and metabolic flexibility. Objectives: To introduce the MetFlex Index™ (MFI), a novel, scalable exercise-based and marker of cardiometabolic health, and to characterize its associations with routinely assessed cardiometabolic health risk factors. Methods: Participants completed a submaximal test on a commercial stationary cycle following assessments of body composition, anthropometrics, vital signs, and a blood draw. Lactate was collected at each stage and the 1 Results: Data were collected on 827 participants (43 ± 13 years, 67% male, 72% overweight or obese). MFI peaked in the 30-39 year old cohort and decreased in subsequent decades. MFI was negatively associated with most markers of anthropometry, body composition, blood pressure, and was not associated with most blood metabolites. Discussion: The MetFlex Index™ is a novel exercise-based approach using blood lactate to characterize skeletal muscle metabolism and is associated with several cardiometabolic health indices.

Indexed as

cardiometabolic fitnesslactatemetabolic flexibilitymetabolismmitochondria

Identifiers

PMID40297779
PMCPMC12035540

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