Back

Metabolic Phenotyping Objectively Captures Dietary Intake and Short-term Cardiovascular Disease Risk Responses Under an Inpatient Randomized Crossover Clinical Trial

Wu, Y.; Alqarni, L.; Posma, J. M.; Kasapi, M.; Walsh, L.; O'Sullivan, O.; Holmes, E.; Frost, G.; Garcia-Perez, I.

2026-03-23 nutrition
10.64898/2026.03.20.26348884 medRxiv
Show abstract

BackgroundDiet is central to cardiovascular disease (CVD) prevention, yet free-living studies rarely capture what people eat at home or how closely they follow an assigned diet due to limitations in self-reporting. Short-term inpatient feeding studies, with all meals provided and supervised intake, allow direct assessment of the physiological effects of dietary patterns. Objectivesi) To compare the short-term effects of a UK-National Institute for Health and Care Excellence (NICE) aligned diet versus a Western-style diet on CVD risk factors, metabolic phenotypes and microbiome; ii) To evaluate whether urinary metabolic phenotyping can objectively classify dietary adherence in adults with increased CVD risk. MethodsIn a controlled inpatient randomized crossover trial, 18 adults at elevated CVD risk completed two 72 h isocaloric diets: NICE-compliant and Western-style. Repeated-measures MCCV-PLS-DA assessed NMR fasting serum and 24 h urine metabolomic phenotypes. Univariate analyses examined CVD markers, urinary metabolites, serum SCFAs, and gut microbial richness and -diversity. ResultsDiet modulated CVD risk markers, with the NICE compliant diet lowering systolic blood pressure and atherogenic lipid parameters, whereas the Western-style diet increased these measures (all q < 0.05). The Western-style diet reduced microbial richness and tended towards lower -diversity. Urinary metabolic phenotyping identified 27 discriminatory metabolites between the diets reflecting food intake. Most diet-linked metabolites diverged from baseline within 24 h; microbiome derived metabolites demonstrated early and sustained divergence across 72 h. The urinary MCCV-PLS-DA model extended from a previously published framework in healthy adults, robustly classified dietary adherence (Q2Y=0.96), and correctly predicted allocated dietary intervention at earlier timepoints (24-48 h). ConclusionsUrinary metabolic phenotyping offers a sensitive and non-invasive tool for objectively assessing dietary intake. Short-term adherence to contrasting dietary patterns produced rapid, diet-specific metabolic and microbial effect in individuals at elevated CVD risk and differentially impacted cardiovascular risk profiles. This trial was registered at the ISRCTN registry (https://www.isrctn.com/ISRCTN44705179).

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.