ArticleGenes & nutrition2017
Ranges of phenotypic flexibility in healthy subjects.
Article in Genes & nutrition, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06878781 (Standardized Meals With Different Macronutrient Ratios on the Postprandial Metabolome and Metabolic Flexibility), which is not on this map. Cited by 35 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Standardized Meals With Different Macronutrient Ratios on the Postprandial Metabolome and Metabolic Flexibility
Who cites it
35 citing papers in PubMed.
- Personalisation of the Dutch combined lifestyle intervention SLIMMER improves participant retention and weight loss in people at risk for cardiometabolic disease.Scientific reports · 2025Trial
- Multi-study feasibility analysis on a composite biomarker of inflammatory resilience to quantify the effects of energy restriction on low-grade inflammation in overweight and obese individuals.European journal of nutrition · 2025Trial
- Diet-induced Weight Loss and Phenotypic Flexibility Among Healthy Overweight Adults: A Randomized Trial.The American journal of clinical nutrition · 2023Trial
- Trial
- Trial
- Evaluation of Food-Intake Behavior in a Healthy Population: Personalized vs. One-Size-Fits-All.Nutrients · 2020Trial
- Whole Grain Wheat Consumption Affects Postprandial Inflammatory Response in a Randomized Controlled Trial in Overweight and Obese Adults with Mild Hypercholesterolemia in the Graandioos Study.The Journal of nutrition · 2019Trial
- Dynamic Oculomics for Diagnostic Monitoring: Personal Ocular Trends, Risk Stratification and Treatment Response.Diagnostics (Basel, Switzerland) · 2026Review
- Quantifying Individual Health Status from Multi-omics Data by Health State Manifold.Phenomics (Cham, Switzerland) · 2025Article
- A toolkit for quantifying individual response to herbal extracts in metabolic and inflammatory stress.NPJ science of food · 2025Article
- Two-dimensional Health State Map to define metabolic health using separated static and dynamic homeostasis features: a proof-of-concept study.National science review · 2025Article
- Evaluating the impact of lipids in isolated islet research.Frontiers in endocrinology · 2025Review
- Microvascular effects of a mixed meal tolerance test: a model validation study.Clinical physiology and functional imaging · 2025Article
- Fat burning capacity in a mixed macronutrient meal protocol does not reflect metabolic flexibility in women who are overweight or obese.medRxiv : the preprint server for health sciences · 2024Article
- The HuMet Repository: Watching human metabolism at work.Cell reports · 2024Article
- Design Issues in Personalized Nutrition Advice Systems.Journal of medical Internet research · 2023Article
- The beneficial effect of sulforaphane on platelet responsiveness during caloric load: a single-intake, double-blind, placebo-controlled, crossover trial in healthy participants.Frontiers in nutrition · 2023Article
- Sulforaphane as a potential modifier of calorie-induced inflammation: a double-blind, placebo-controlled, crossover trial.Frontiers in nutrition · 2023Article
- Short Chain Fatty Acid Metabolism in Relation to Gut Microbiota and Genetic Variability.Nutrients · 2022Review
- Statistical modeling of health space based on metabolic stress and oxidative stress scores.BMC public health · 2022Article
Corrections and comments
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundA key feature of metabolic health is the ability to adapt upon dietary perturbations. A systemic review defined an optimal nutritional challenge test, the "PhenFlex test" (PFT). Recently, it has been shown that the PFT enables the quantification of all relevant metabolic processes involved in maintaining or regaining homeostasis of metabolic health. Furthermore, it was demonstrated that quantification of PFT response was more sensitive as compared to fasting markers in demonstrating reduced phenotypic flexibility in metabolically impaired type 2 diabetes subjects.
methodsThis study aims to demonstrate that quantification of PFT response can discriminate between different states of health within the healthy range of the population. Therefore, 100 healthy subjects were enrolled (50 males, 50 females) ranging in age (young, middle, old) and body fat percentage (low, medium, high), assuming variation in phenotypic flexibility. Biomarkers were selected to quantify main processes which characterize phenotypic flexibility in response to PFT: flexibility in glucose, lipid, amino acid and vitamin metabolism, and metabolic stress. Individual phenotypic flexibility was visualized using the "health space" by representing the four processes on the health space axes. By quantifying and presenting the study subjects in this space, individual phenotypic flexibility was visualized.
resultsUsing the "health space" visualization, differences between groups as well as within groups from the healthy range of the population can be easily and intuitively assessed. The health space showed a different adaptation to the metabolic PhenFlex test in the extremes of the recruited population; persons of young age with low to normal fat percentage had a markedly different position in the health space as compared to persons from old age with normal to high fat percentage.
conclusionThe results of the metabolic PhenFlex test in conjunction with the health space reliably assessed health on an individual basis. This quantification can be used in the future for personalized health quantification and advice.
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