The study, published in the journal Frontiers in Nutrition, involved over 400 adult participants encompassing healthy adults and those with early-stage chronic kidney disease (CKD). It utilised 24-hour urinary excretion analysis to assess nutrient intake. This method is considered more accurate than dietary recall because it is less prone to errors related to memory or estimation of portion sizes. Care was taken to ensure the urine samples' reliability for analysis.