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2024 · Nutrients · open access

Towards Precision Sports Nutrition for Endurance Athletes: A Scoping Review of Application of Omics and Wearables Technologies

Bedrač et al.

The finding, in our words

A scoping review of 52 studies found most were high-quality RCTs using CGM, metabolomics and microbiome analysis in endurance athletes, yet evidence linking these biomarkers to performance, recovery or long-term health remains insufficient. This gap between biomarker discovery and clinical validation must be closed before these decentralised tools can guide precision nutrition.

A paraphrase to the Library’s standard, never the abstract. The source is one link away and is always the authority.

Labels

  1. 2024

    Cohort Profile: Guangzhou Nutrition and Health Study (GNHS): A Population-based Multi-omics Study

    The Guangzhou Nutrition and Health Study integrates 14-day real-time continuous glucose monitoring with multi-omics data, including serum and faecal metabolomes, proteomes, and gut microbiome sequencing, to explore biomarkers and mechanisms of metabolic disease.

    Ling et al., Journal of epidemiology · source ↗

    • multimodal
    • cgm
    • blood
    • metabolome
    • microbiome
    • stool
    • urine
    • saliva
    • biomarkers
    • genotyping
    • multi-omics
  2. 2025

    Individual variations in glycemic responses to carbohydrates and underlying metabolic physiology

    Continuous glucose monitoring of 55 participants showed considerable interindividual variation in postprandial glycaemic responses to carbohydrate meals, with rice producing the highest overall responses. Potato-spikers were more insulin resistant with lower beta cell function, grape-spikers were more insulin sensitive, and mitigators were less effective in insulin-resistant individuals. Multi-omics profiling revealed signatures linking glycaemic responses to triglycerides, metabolites and microbiome pathways.

    Wu et al., Nature medicine · source ↗

    • wearable
    • multimodal
    • cgm
    • blood
    • metabolome
    • microbiome
    • stool
    • interstitial-fluid
    • biomarkers
    • multi-omics
  3. 2025

    Deep phenotyping of health-disease continuum in the Human Phenotype Project

    The Human Phenotype Project enrolled 28,000 participants in a deep-phenotyping cohort that combines blood and microbiome sampling with continuous glucose and sleep monitoring. An AI model trained on dietary and glucose data predicted disease onset more accurately than existing methods, showing how integrating continuous digital signals with multi-omic data can support personalised risk assessment for decentralised diagnostics.

    Reicher et al., Nature medicine (paywalled) · source ↗

    • blood
    • stool
    • microbiome
    • metabolome
    • biomarkers
    • wearable
    • cgm
    • actigraphy
    • multi-omics
    • multimodal
  4. 2025

    Personalized prediction of glycemic responses to food in women with diet-treated gestational diabetes: the role of the gut microbiota

    In pregnant women with diet-treated gestational diabetes and healthy controls, incorporating gut microbiome features alongside continuous glucose monitoring, diet, and clinical variables improved the prediction of postprandial glycaemic responses over carbohydrate counting alone, though the incremental contribution of the microbiota was modest.

    Popova et al., NPJ biofilms and microbiomes · source ↗

    • wearable
    • multimodal
    • cgm
    • microbiome
    • stool
    • interstitial-fluid
    • genotyping
    • multi-omics
  5. 2022

    Menopause is associated with postprandial metabolism, metabolic health and lifestyle: The ZOE PREDICT study

    Post-menopausal women showed higher fasting glucose, HbA1c and inflammation, along with poorer glycaemic variability and time in range, compared to pre-menopausal women. These findings highlight the value of continuous glucose monitoring in decentralised diagnostics for identifying metabolic risks in mid-life women.

    Bermingham et al., EBioMedicine · source ↗

    • actigraphy
    • multimodal
    • cgm
    • blood
    • metabolome
    • microbiome
    • digital-biomarker
    • interstitial-fluid
    • biomarkers
    • multi-omics