J Nutr. 2021;151(5):1167-1174.
Observational or Genetically Predicted Higher Vegetable Intake and Kidney Function Impairment: An Integrated Population-Scale Cross-Sectional Analysis and Mendelian Randomization Study.
제1저자 박세훈 · 교신저자 김동기
소속 (8)
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Korea.
- Department of Internal Medicine, Armed Forces Capital Hospital, Gyeonggi-do, Korea.
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea.
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea.
- Department of Internal Medicine, Keimyung University School of Medicine, Daegu, Korea.
- Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea.
- Kidney Research Institute, Seoul National University, Seoul, Korea.
- Department of Internal Medicine, Seoul National University Boramae Medical Center, Seoul, Korea.
Abstract
BACKGROUND Further exploration of the possible effects of vegetable intake on kidney function is warranted.
OBJECTIVE We aimed to study the causality of the association between vegetable intake and kidney function by implementing Mendelian randomization (MR) analysis.
METHODS This study comprised a cross-sectional dietary investigation using UK Biobank data and MR analysis. For the cross-sectional investigation, 432,732 participants aged 40-69 y from the UK Biobank cohort were included. Self-reported vegetable intake was the exposure, and the outcomes were the estimated glomerular filtration rate (eGFR) and chronic kidney disease (CKD). Next, we included 337,138 participants of white British ancestry in the UK Biobank, and a genome-wide association study (GWAS) was performed to generate a genetic instrument. For MR, we first performed polygenic score (PGS)-based 1-sample MR. In addition, 2-sample MR was performed with CKDGen GWAS for kidney function traits, and the inverse variance weighted method was the main MR method.
RESULTS Higher vegetable intake was cross-sectionally associated with a higher eGFR (per heaped tablespoon increase; β: 0.154; 95% CI: 0.144, 0.165) and lower odds of CKD (OR: 0.975; 95% CI: 0.968, 0.982). A PGS for vegetable intake was significantly associated with a higher eGFR [per ordinal category increase (0, 1-3, 4-6, ≥7 tablespoons per day); β: 4.435; 95% CI: 2.337, 6.533], but the association with CKD remained nonsignificant (OR: 0.468; 95% CI: 0.143, 1.535). In the 2-sample MR, the causal estimates indicated that a higher genetically predicted vegetable intake was associated with a higher eGFR (percent change; β: 3.071; 95% CI: 0.602, 0.560) but nonsignificantly associated with the risk of CKD (OR: 0.560; 95% CI: 0.289, 1.083) in the European ancestry data from the CKDGen.
CONCLUSIONS This study suggests that higher vegetable intake may have a causal effect on higher eGFRs in the European population.
© The Author(s) 2021. Published by Oxford University Press on behalf of the American Society for Nutrition.
Keywords
Mendelian randomizationchronic kidney diseasedietestimated glomerular filtration ratevegetable
그 밖의 정보
- 출판 형태
- Journal Article, Research Support, Non-U.S. Gov't
- 저널
- The Journal of nutrition · eISSN 1541-6100
- MeSH
- Adult · Aged · Cohort Studies · Cross-Sectional Studies · Diet* · Diet Surveys · Feeding Behavior · Female · Genome-Wide Association Study · Glomerular Filtration Rate · Humans · Kidney / physiology · Male · Mendelian Randomization Analysis* · Middle Aged · Surveys and Questionnaires · United Kingdom · Vegetables*
- 연구비
- Medical Research Council MC_PC_17228 · Medical Research Council MC_QA137853