Association between serum chloride levels and estimated glomerular filtration rate among US adults: evidence from NHANES 1999-2018
- PMID: 38896370
- PMCID: PMC11481662
- DOI: 10.1007/s11255-024-04119-0
Association between serum chloride levels and estimated glomerular filtration rate among US adults: evidence from NHANES 1999-2018
Abstract
Purpose: Chloride, the predominant anion in extracellular fluid from humans, is essential to maintaining homeostasis. One important metric for thoroughly assessing kidney function is the estimated glomerular filtration rate (eGFR). However, the relationship between variations in serum chloride concentration and eGFR in general populations has been poorly studied. Therefore, the purpose of this study is to elucidate the correlation between serum chloride levels and eGFR within the United States' adult population.
Methods: This cohort study was conducted using data from the National Health and Nutrition Examination Survey (NHANES), which covered the years 1999-2018. We employed multiple linear regression analysis and subgroup analysis to evaluate the correlation between serum chloride concentration and eGFR. To examine the nonlinear association between serum chloride levels and eGFR, restricted cubic spline analyses were employed.
Results: Data from 49,008 participants in this cohort study were used for the chloride analysis. In the comprehensively adjusted model, a noteworthy inverse relationship was discovered between chloride plasma concentration and eGFR. Restricted cubic spline analyses revealed a significant nonlinear relationship between chloride levels and eGFR (P for overall < 0.001 and P for nonlinear < 0.001). A significant interaction was observed between eGFR and plasma chloride concentration (all P < 0.001 for interaction) among the subgroups characterized by sex, household income to poverty ratio, BMI, hypertension, and diabetes.
Conclusion: Our findings suggest that higher levels of chloride plasma concentration were linked to decreased eGFR. These findings underscore the significance of monitoring chloride plasma concentration as a potential indicator for identifying individuals at risk of developing chronic kidney disease (CKD).
Keywords: Chronic kidney disease; Epidemiology; Estimated glomerular filtration rate (eGFR); National Health and Nutrition Examination Survey (NHANES); Serum chloride.
© 2024. The Author(s).
Conflict of interest statement
All the authors certify that they have no conflicting financial interests.
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References
-
- Chronic Kidney Disease Prognosis C, Matsushita K, van der Velde M, Astor BC, Woodward M, Levey AS et al (2010) Association of estimated glomerular filtration rate and albuminuria with all-cause and cardiovascular mortality in general population cohorts: a collaborative meta-analysis. Lancet 375(9731):2073–2081. 10.1016/S0140-6736(10)60674-5 - PMC - PubMed
-
- Levin A, Ahmed SB, Carrero JJ, Foster B, Francis A, Hall RK et al (2024) Executive summary of the KDIGO 2024 clinical practice guideline for the evaluation and management of chronic kidney disease: known knowns and known unknowns. Kidney Int 105(4):684–701. 10.1016/j.kint.2023.10.016 - PubMed
-
- Matsushita K, Ballew SH, Wang AY, Kalyesubula R, Schaeffner E, Agarwal R (2022) Epidemiology and risk of cardiovascular disease in populations with chronic kidney disease. Nat Rev Nephrol 18(11):696–707. 10.1038/s41581-022-00616-6 - PubMed
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