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. 2025 Feb 12:18:423-434.
doi: 10.2147/DMSO.S506893. eCollection 2025.

Nonlinear Association Between the Liver Fat Content and the Risk of Hyperuricemia in Prediabetic Individuals: Evidence from Cross-Sectional Health Screening Data in China

Affiliations

Nonlinear Association Between the Liver Fat Content and the Risk of Hyperuricemia in Prediabetic Individuals: Evidence from Cross-Sectional Health Screening Data in China

Ao Liu et al. Diabetes Metab Syndr Obes. .

Abstract

Purpose: The impact of hepatic lipid accumulation on hyperuricemia presents an intriguing research avenue, particularly in light of existing studies linking obesity with hyperuricemia. Nevertheless, there remains a scarcity of quantitative investigations into the correlation between liver fat content (LFC) and hyperuricemia among prediabetic cohorts, notably within the Chinese demographic.

Patients and methods: This cross-sectional study was conducted at the Health Management Center of Henan Provincial People's Hospital between January 2019 and December 2023, involving 2,950 pre-diabetic participants. Participants were categorized into groups based on diagnostic criteria for hyperuricemia. LFC was assessed using computed tomography. Statistical analyses included multivariate logistic regression, limited cubic spline regression models, and subgroup analyses to explore the association between LFC and hyperuricemia among individuals with pre-diabetes.

Results: The prevalence of hyperuricemia among the 2,950 prediabetic individuals was observed to be 22.20%. Prediabetic individuals with hyperuricemia exhibited higher levels of LFC compared to those without hyperuricemia. This association persisted even after adjusting for other variables, indicating a heightened risk of hyperuricemia among prediabetic individuals with elevated LFC [Q4 vs Q1: odds ratio (OR 2.70), 95% confidence interval (CI) 1.93-3.79, P < 0.001; P for trend < 0.001]. Importantly, a nonlinear relationship between LFC and hyperuricemia risk was identified in the prediabetic individuals, showing a significant increase in hyperuricemia risk when LFC exceeded 8.4% (OR per standard deviation = 1.05, 95% CI: 1.02-1.08, P < 0.001).

Conclusion: In individuals with prediabetes, a higher LFC is associated with an elevated risk of hyperuricemia, especially when LFC exceeds 8.4%.

Keywords: Chinese adults; LFC; hyperuricemia; prediabetes.

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Conflict of interest statement

The authors declare no competing interests in this work.

Figures

Figure 1
Figure 1
Flowchart of participants selection.
Figure 2
Figure 2
LFC in the non-hyperuricemia and hyperuricemia groups in the prediabetic population.
Figure 3
Figure 3
Odds ratio of hyperuricemia according to LFC in the prediabetic population. A nonlinear association was found (P for nonlinearity = 0.017) between LFC and risk of hyperuricemia in a restricted cubic spline regression model.
Figure 4
Figure 4
The relationship between LFC and hyperuricemia in different subgroups of prediabetic populations.

References

    1. So A, Thorens B. Uric acid transport and disease. J Clin Invest. 2010;120(6):1791–1799. doi:10.1172/JCI42344 - DOI - PMC - PubMed
    1. Choi HK, Atkinson K, Karlson EW, Willett W, Curhan G. Purine-rich foods, dairy and protein intake, and the risk of gout in men. N Engl J Med. 2004;350(11):1093–1103. doi:10.1056/NEJMoa035700 - DOI - PubMed
    1. Zhang M, Zhu X, Wu J, et al. Prevalence of hyperuricemia among Chinese adults: findings from two nationally representative cross-sectional surveys in 2015-16 and 2018-19. Front Immunol. 2022;12:791983. doi:10.3389/fimmu.2021.791983 - DOI - PMC - PubMed
    1. Juraschek SP, Kovell LC, Miller ER 3rd, Gelber AC. Association of kidney disease with prevalent gout in the United States in 1988-1994 and 2007-2010. Semin Arthritis Rheum. 2013;42(6):551–561. doi:10.1016/j.semarthrit.2012.09.009 - DOI - PMC - PubMed
    1. Han Y, Zhou Z, Zhang Y, Zhao G, Xu B. The association of surrogates of insulin resistance with hyperuricemia among middle-aged and older individuals: a population-based nationwide cohort study. Nutrients. 2023;15(14):3139. doi:10.3390/nu15143139 - DOI - PMC - PubMed

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