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. 2025 Jul 30:16:1641978.
doi: 10.3389/fendo.2025.1641978. eCollection 2025.

Gender-specific assessment of lipid profiles correlation with serum uric acid in non-dialysis chronic kidney disease patients: Prospective observational cross-sectional study

Affiliations

Gender-specific assessment of lipid profiles correlation with serum uric acid in non-dialysis chronic kidney disease patients: Prospective observational cross-sectional study

Yousuf Abdulkarim Waheed et al. Front Endocrinol (Lausanne). .

Abstract

Background: Serum uric acid (SUA) serves as an important marker for assessing kidney function in chronic kidney disease (CKD) patients. Emerging reports suggest a potential relationship between SUA and dyslipidemia. The study aims to examine the correlation between SUA and lipid profiles in CKD population.

Method: We conducted a multicenter, prospective observational cross-sectional study, enrolled n=374 stages 1/4 CKD participants were stratified by gender into (n=210 males and n=164 females). Using a multistage stratified sampling method based on age and SUA to examine the differences among groups, Spearman's correlation and linear regression analysis were utilized to study the association between SUA and lipid profiles, and multivariate analysis to determine the effect of SUA quartiles on multiple dependent variables collectively.

Results: LDL-c was positively correlated with SUA levels, with Spearman's correlation coefficients of R=0.3553 in males and 0.5137 in females (both with P<0.0001). TG also showed a positive correlation, with coefficients R=0.1797 in males and 0.5115 in females (P<0.0091 and P<0.0001, respectively). Similarly, TC showed a positive correlation R=0.2979 in males and 0.2741 in females (P<0.0001 and P<0.0004, respectively), while HDL-c showed an inverse correlation with SUA correlation coefficients R=-0.3445 in males and -0.4055 in females (both with P<0.0001). The age-stratified analysis indicated that LDL-c was higher in individuals aged ≥70 compared to younger groups (P<0.002), while HDL-c was higher in the 20-29 age group; with (P<0.031). Post-hoc univariate tests revealed significant between quartile differences for all lipid variables (all P ≤ 0.05).

Conclusion: In CKD population, SUA levels were positively associated with LDL-c, TC, and TG, while inversely associated with HDL-c. Additionally, lipid profiles were identified as significant predictors of SUA levels. Furthermore, the graded associations of SUA quartiles with lipid profiles suggest that SUA may be employed as a biomarker of dyslipidemia risk among this population.

Keywords: cardiovascular risk; chronic kidney disease; dyslipidemia; hyperuricemia; serum uric acid.

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Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Figures

Figure 1
Figure 1
The flow chart of the current study outlines the evaluation process for 487 stage 1/4 chronic kidney disease patients. Patients were evaluated and assessed for eligibility, patients who met the inclusion criteria were monitored for one month before enrollment. After enrollment, further sub-groups were formed based on gender. Patients with any kind of missing data were excluded from the study.
Figure 2
Figure 2
Forest plots of lipid profiles mean differences among the quartiles Q1-Q4. (A) Mean differences of LDL-c (B) Mean differences of HDL-c (C) Mean differences of TC (D) Mean differences of TG. Q1 serum uric acid [SUA] <230 µmol/L, Q2 SUA 231-280 µmol/L, Q3 SUA 281-343 µmol/L, Q4 SUA 344-400 µmol/L. TG, triglyceride; TC, total cholesterol; LDL-c, low-density lipoprotein cholesterol; HDL-c, high-density lipoprotein cholesterol, 95%CI, confidence intervals.
Figure 3
Figure 3
Scatter plot association between serum uric acid and lipid profiles in the male participants. (A) correlation with light-density lipoprotein cholesterol, (B) correlation with total cholesterol, (C) correlation with high-density lipoproteine cholesterol, (D) correlation with total triglyceride.
Figure 4
Figure 4
Scatter plot association between serum uric acid and lipid profiles in the male participants. (A) correlation with light-density lipoprotein cholesterol, (B) correlation with total cholesterol, (C) correlation with high-density lipoproteine cholesterol, (D) correlation with total triglyceride.
Figure 5
Figure 5
Association between serum uric acid and lipid profiles in the CKD population. (A) correlation with LDL-c light-density lipoprotein, (B) correlation with TC total cholesterol, (C) correlation with HDL-c high-density lipoprotein, (D) correlation with TG total triglyceride, (E) correlation matrix between SUA and lipids. Simple linear regression and Spearman correlation analyses were used to confirm the association between SUA and lipids. P<0.05 means statistical significance. SUA, serum uric acid; TG, total triglyceride; TC, total cholesterol; LDL-C, low density lipoprotein cholesterol; HDL-c, high density lipoprotein cholesterol.

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