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Nonlinear relationship between serum Klotho and chronic kidney disease in US adults with metabolic syndrome.

作者信息

Lin Xiaobin, Yang Lin

机构信息

National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, China.

出版信息

Front Endocrinol (Lausanne). 2024 Dec 24;15:1409560. doi: 10.3389/fendo.2024.1409560. eCollection 2024.


DOI:10.3389/fendo.2024.1409560
PMID:39777219
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11703749/
Abstract

BACKGROUND: Current evidence regarding the effects of serum Klotho among patients with metabolic syndrome (MetS) is scarce. This study explored the relationship between serum Klotho levels and the odds of chronic kidney disease (CKD) in middle-aged and older populations with MetS. MATERIALS AND METHODS: This cross-sectional study analyzed data from 4870 adults aged 40-79 years who participated in the National Health and Nutrition Survey (NHANES) from 2007 to 2016. CKD was identified at urinary albumin to creatinine ratio (UACR) of 30 mg/g or higher and/or an estimated glomerular filtration rate (eGFR) below 60 mL/min/1.73 m. Measurement of serum Klotho concentration was determined via enzyme-linked immunosorbent assay (ELISA) and subsequently divided into four quartiles (Q1-Q4). The NHANES criteria were followed in calculating the sampling weights. Multivariable logistic regression models were employed to assess the correlation between Klotho and CKD, while generalized linear models with cubic spline functions and smooth curve fitting were utilized to detect any nonlinear relationship. Additionally, subgroup analysis and a range of sensitivity analyzes were conducted. RESULTS: Results showed that a nonlinear L-shaped relationship existed between serum Klotho levels and CKD risk, with the lowest prevalence observed at 9.63-9.94 pg/mL Klotho concentrations. With a two-segment linear regression model, an inflection point of 9.88 pg/mL was noted. Hypertension status was identified as an interaction mediator ( = 0.006). Sensitivity analysis showed stable results. CONCLUSIONS: A nonlinear L-shaped relationship exists between serum Klotho levels and risks of CKD among middle-aged and older adults with MetS, with the lowest prevalence observed at 9.63 to 9.94 pg/mL Klotho concentrations. Our findings, if replicated, underscore the need to estimate the optimal serum Klotho concentrations and the consequential inverse relationship, thus implying the potential of Klotho as both a serum biomarker and a possible preventive or therapeutic intervention.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/77e1/11703749/fc72ae2bf286/fendo-15-1409560-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/77e1/11703749/da0ebd5f03f7/fendo-15-1409560-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/77e1/11703749/73b7469e470d/fendo-15-1409560-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/77e1/11703749/e19af7fd1706/fendo-15-1409560-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/77e1/11703749/42b32e49e26d/fendo-15-1409560-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/77e1/11703749/fc72ae2bf286/fendo-15-1409560-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/77e1/11703749/da0ebd5f03f7/fendo-15-1409560-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/77e1/11703749/73b7469e470d/fendo-15-1409560-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/77e1/11703749/e19af7fd1706/fendo-15-1409560-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/77e1/11703749/42b32e49e26d/fendo-15-1409560-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/77e1/11703749/fc72ae2bf286/fendo-15-1409560-g005.jpg

相似文献

[1]
Nonlinear relationship between serum Klotho and chronic kidney disease in US adults with metabolic syndrome.

Front Endocrinol (Lausanne). 2024-12-24

[2]
Association of serum Klotho with the severity and mortality among adults with cardiovascular-kidney-metabolic syndrome.

Lipids Health Dis. 2024-12-18

[3]
Serum klotho is inversely associated with metabolic syndrome in chronic kidney disease: results from the KNOW-CKD study.

BMC Nephrol. 2019-4-3

[4]
The association between serum soluble Klotho and chronic kidney disease among us adults ages 40 to 79 years: Cross-sectional study.

Front Public Health. 2022

[5]
Serum protein α-klotho mediates the association between lead, mercury, and kidney function in middle-aged and elderly populations.

Environ Health Prev Med. 2025

[6]
Hypertension modifies the association between serum Klotho and chronic kidney disease in US adults with diabetes: a cross-sectional study of the NHANES 2007-2016.

Ren Fail. 2025-12

[7]
Gender differences in the relationship between the triglyceride-glucose index and serum Klotho concentrations among the middle-aged and elderly: a cross-sectional analysis.

BMC Endocr Disord. 2024-9-10

[8]
Association between adult body shape index and serum levels of the anti-aging protein Klotho in adults: a population-based cross-sectional study of the NHANES from 2007 to 2016.

Front Endocrinol (Lausanne). 2025-2-11

[9]
Association between Serum Klotho and All-Cause Mortality in Chronic Kidney Disease: Evidence from a Prospective Cohort Study.

Am J Nephrol. 2024

[10]
Association between serum α-Klotho levels and osteoarthritis prevalence among middle-aged and older adults: an analysis of the NHANES 2007-2016.

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本文引用的文献

[1]
Klotho exerts protection in chronic kidney disease associated with regulating inflammatory response and lipid metabolism.

Cell Biosci. 2024-4-7

[2]
Obesity and the kidney: mechanistic links and therapeutic advances.

Nat Rev Endocrinol. 2024-6

[3]
Inverse J-Shaped Relationship of Dietary Carbohydrate Intake with Serum Klotho in NHANES 2007-2016.

Nutrients. 2023-9-13

[4]
Emerging role of α-Klotho in energy metabolism and cardiometabolic diseases.

Diabetes Metab Syndr. 2023-10

[5]
Association between Serum Klotho and Kidney Stones in US Middle-Aged and Older Individuals with Diabetes Mellitus: Results from 2007 to 2016 National Health and Nutrition Survey.

Am J Nephrol. 2023

[6]
Association between Serum Soluble α-Klotho and Urinary Albumin Excretion in Middle-Aged and Older US Adults: NHANES 2007-2016.

J Clin Med. 2023-1-13

[7]
Relationship between plasma homocysteine and chronic kidney disease in US patients with type 2 diabetes mellitus: a cross-sectional study.

BMC Nephrol. 2022-12-31

[8]
The association between serum soluble Klotho and chronic kidney disease among us adults ages 40 to 79 years: Cross-sectional study.

Front Public Health. 2022

[9]
The controversy of klotho as a potential biomarker in chronic kidney disease.

Front Pharmacol. 2022-9-21

[10]
Fibroblast growth factor 23 and kidney function in patients with type 1 diabetes.

PLoS One. 2022

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