%0 Journal Article
%T Comparison of Dietary Patterns and Daily Food Intake Across Kidney Disease Stages in England: An A-Posteriori Cluster Analysis.
%A Wilkinson TJ
%A Lightfoot CJ
%A Smith AC
%J J Ren Nutr
%V 0
%N 0
%D 2024 Jul 11
%M 39002864
%F 4.354
%R 10.1053/j.jrn.2024.07.010
%X <B>OBJECTIVE: </B>Dietary patterns are rapidly becoming a major focus of medical nutrition therapy in chronic kidney disease (CKD) and the analysis of dietary patterns has emerged as a practical approach to evaluate qualitative as well as quantitative aspects of overall diet. In an a-posteriori data-driven approach, dietary patterns are based on the actual food intake of the population evaluated. Investigation of dietary patterns in CKD is not well-described, and to our knowledge, has not been conducted in a UK-based cohort.<BR><B>METHODS: </B>Adult participants with a diagnosed kidney condition (CKD 1-5 not requiring dialysis) were recruited into a multicenter observational cross-sectional study. Dietary intake was assessed using the European Prospective Investigation of Cancer in Norfolk Food Frequency Questionnaire. Logistic Principal Component Analysis was used to identify food group clusters. Differences between groups were assessed using univariate general linear modeling.<BR><B>RESULTS: </B>In total, 696 patients were included. The mean age was 64.7 (±14.0) years, 61% of the cohort were male. Most participants were White British (89%). The mean estimated glomerular filtration rate was 36.6 (±20.9) mL/minute/1.732. We found differences in food group intake across stages (e.g., greater intake of nuts and seeds intake in CKD 1-2 versus CKD 4) and across sex (e.g., females had a higher intake of fruit and vegetables versus males). Comparison with the reference cohort revealed that, overall, the CKD cohort had reduced intakes of food stuffs such as cereals and cereal products, but higher intakes of groups such as meat and meat products. There were limited differences in micronutrients, although vitamin B2 and calcium were higher in earlier stages.<BR><B>CONCLUSIONS: </B>Overall, the findings from a novel a-posteriori approach underline the complex diversity of food patterns in CKD. The findings from our study may inform dieticians and other health-care providers about the need to consider treatment modalities and stages when giving dietary recommendations.