Evidence map›Paper›PMID 39623196›Full record

ArticleInternational urology and nephrology2025

Association between uric acid to high-density lipoprotein cholesterol ratio and chronic kidney disease among Chinese middle-aged and older adults with abnormal glucose metabolism: a nationwide cohort study.

Qi Liu, Danna Zheng, Xiaobo Shen, Juan Jin, Qiang He

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Article in International urology and nephrology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

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5citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

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5 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Qi LiuDepartment of Nephrology, the First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, 310000, Zhejiang, China.
Danna ZhengUrology & Nephrology Center, Department of Nephrology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China.
Xiaobo ShenDepartment of Nephrology, the First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, 310000, Zhejiang, China.
Juan JinDepartment of Nephrology, the First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, 310000, Zhejiang, China. 20233004@zcmu.edu.cn.
Qiang HeDepartment of Nephrology, the First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, 310000, Zhejiang, China. qianghe1973@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPrevious research has demonstrated a correlation between uric acid to high-density lipoprotein cholesterol ratio (UHR) and chronic kidney disease (CKD), yet the evidence remains unclear in individuals with abnormal glucose metabolism. The objective of this research was to investigate the correlation between UHR and the occurrence of CKD, as well as the rapid kidney function decline among individuals aged over 45 years with abnormal glucose metabolism, using data from the China Health and Retirement Longitudinal Study (CHARLS).

methodsThis study employed K-means clustering to categorize individuals based on UHR control levels into four classes. Subsequently, multivariate logistic regression analyses were utilized to explore the relationships between UHR and the occurrence of CKD as well as rapid kidney function decline. To examine the potential nonlinear relationship, restricted cubic spline (RCS) analyses were employed. Subgroup analyses and various sensitivity analyses were applied to validate the reliability of the results.

resultsThis study encompassed 3902 participants, all of whom had prediabetes or diabetes. In the fully adjusted logistic regression model assessing the risk of CKD development, the odds ratios (ORs) for Class 2, Class 3, and Class 4, versus Class 1, were 1.08 (0.71 to 1.67), 1.71 (1.06 to 2.77), and 2.13 (1.02 to 4.35), respectively. For every 1 standard deviation (SD) increase in cumulative UHR exposure, there was a 32% elevation in the risk of CKD incidence (OR: 1.32, 95% CI 1.12 to 1.56). RCS curves suggested a linear association between cumulative UHR (CumUHR) and CKD occurrence, but a nonlinear association with rapid renal function progression. Subgroup analysis indicated an interaction between age and UHR on the development of CKD. The application of multiple sensitivity analyses yielded consistent outcomes, suggesting the robustness of the findings.

conclusionIn individuals with abnormal glucose metabolism, suboptimal control of UHR signifies an elevated risk of rapid kidney function decline and the incidence of CKD in the future. Therefore, close monitoring of long-term variations in UHR can facilitate early identification of the risk for CKD development.

Indexed as

Cholesterol, HDLRenal Insufficiency, ChronicUric AcidAgedChinaCohort StudiesEast Asian PeopleFemaleHumansLongitudinal StudiesMaleMiddle AgedCholesterol, HDLUric AcidAbnormal glucose metabolismCHARLSCKDUHR

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.