Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2022 Mar 22;23(1):115.
doi: 10.1186/s12882-022-02739-1.

Associations between dietary patterns and stages of chronic kidney disease

Affiliations

Associations between dietary patterns and stages of chronic kidney disease

Hsin-I Lin et al. BMC Nephrol. .

Abstract

Background: Studies have revealed that patients with chronic kidney disease (CKD) have dietary patterns different from those of the general population. However, no studies have compared the dietary patterns of between patients with early-stages (stages 1-3a) and late-stages (stages 3b-5) of CKD. Our objective was to investigate the associations between dietary patterns in early and late-stage CKD.

Methods: We analyzed 4480 participants with CKD at various stages based on the data recorded between 2007 and 2016 from the database of the American National Health and Nutrition Examination Survey.

Results: In total, 3683 and 797 participants had early and late-stage CKD, respectively. Through principal components analysis, the dietary intake dimension was reduced from 63 variables to 3 dietary patterns. We adopted logistic regression for analysis. The three dietary patterns are as follows: (1) saturated fatty acids and mono-unsaturated fatty acids (MUFA); (2) vitamins and minerals; and (3) cholesterols and polyunsaturated fatty acids (PUFA). These 3 patterns explained > 50% of dietary nutrient intake. Results indicated that among participants with dietary patterns 2 (vitamins and minerals) and 3 (cholesterols and PUFA), those with low intakes were more likely to have late-stage CKD. The odds ratios for patterns 2 and 3 were 1.74 (95% CI: 1.21-2.50) and 1.66 (95% CI: 1.13-2.43), respectively.

Conclusions: This study revealed that intakes of vitamins and minerals and cholesterols and PUFA were associated with the stages of CKD.

Keywords: Chronic kidney disease; Dietary pattern; Nutrient intake; Stage.

PubMed Disclaimer

Conflict of interest statement

No competing interests were declared.

Figures

Fig. 1
Fig. 1
Flowchart of the screening process for the selection of eligible participants
Fig. 2
Fig. 2
The value of varimax rotated factor pattern of three factors by PCA in different CKD stages. PCA, principal component analysis; CKD, chronic kidney disease
Fig. 3
Fig. 3
The changes of dietary patterns habits over time for any CKD stage, at distant time-points (2007 vs. 2016). CKD, chronic kidney disease

Similar articles

Cited by

References

    1. Chronic Kidney Disease (CKD) Surveillance System. https://nccd.cdc.gov/CKD/. Accessed 16 March 2022.
    1. Go AS, Chertow GM, Fan D, McCulloch CE, Hsu CY. Chronic kidney disease and the risks of death, cardiovascular events, and hospitalization. N Engl J Med. 2004;351(13):1296–1305. - PubMed
    1. Tonelli M, Pannu N, Manns B. Oral phosphate binders in patients with kidney failure. N Engl J Med. 2010;362(14):1312–1324. - PubMed
    1. Savarino G, Corsello A, Corsello G. Macronutrient balance and micronutrient amounts through growth and development. Ital J Pediatr. 2021;47(1):109. - PMC - PubMed
    1. Farhadnejad H, Asghari G, Mirmiran P, Yuzbashian E, Azizi F. Micronutrient Intakes and Incidence of Chronic Kidney Disease in Adults: Tehran Lipid and Glucose Study. Nutrients. 2016;8(4):217. - PMC - PubMed

Publication types