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Updated: Apr 10, 2026

A Model of Chronic Nutrient Infusion in the Rat
Published on: August 14, 2013
Mendelian randomization study of micronutrients and development of CKD in a Korean population
Juyeon Lee1,2, Sangjun Lee1,2,3, Kook-Hwan Oh4,5
1Department of Preventive Medicine, College of Medicine, Seoul National University, 103 Daehakro, Jongnogu, Seoul, Republic of Korea.
Background:
Although dietary intake is a key modifiable risk factor in the development of chronic kidney disease (CKD), the optimal consumption levels to prevent CKD and the intake levels that pose the least risk remain unclear. Building on the findings from our previous cohort study, this research aims to use genetic variants as instrumental variables to clarify the complex relationship between micronutrient status and the pathogenesis of CKD.
Methods:
Of 5,078 participants with a baseline estimate glomerular filtration rate (eGFR) ≥ 60 mL/min/1.73 m2 and who were not diagnosed with CKD, we ascertained 708 new CKD cases over 12 year follow-up periods. Mendelian randomization analyses were conducted using genetic instrumental variables to examine the causal relationships between dietary micronutrients (Phosphorus, Vitamin B2, B6 and C) levels and the development of CKD.
Results:
In Mendelian randomization study, using the inverse variance-weighted (IVW) radial method, dietary vitamin B6 (β = -4.016, p-value = 8.72E-05) and C (β = 2.573, p = 1.41E-05) intake levels demonstrated significant associations with the development of CKD. However, there was no significant association observed for dietary phosphorus and vitamin B2 intake levels with the development of CKD (p > 0.05).
Conclusions:
This study found a weak causal link to genetically predicted levels of vitamins B6 and C on CKD development. Given potential residual pleiotropy and biological limitations, findings should be cautiously interpreted yet highlight the possible role of balanced micronutrient intake in kidney health.
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