Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi Province, China.
Jiangxi Cardiovascular Research Institute, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, Jiangxi Province, China.
BMC Gastroenterol. 2024 Aug 19;24(1):274. doi: 10.1186/s12876-024-03362-0.
Glycotoxicity and lipotoxicity are key pathophysiological mechanisms underlying the development of metabolic associated fatty liver disease (MAFLD). The primary objective of this study is to investigate the association between the newly proposed Plasma-Glycosylated Hemoglobin A1c/High-Density Lipoprotein Cholesterol Ratio (HbA1c/HDL-C ratio) and the risk of MAFLD.
A study population of 14,251 individuals undergoing health examinations was included. The association between the HbA1c/HDL-C ratio and MAFLD was analyzed using multivariable logistic regression and restricted cubic spline (RCS) analysis. Exploratory analyses were conducted to assess variations in this association across subgroups stratified by gender, age, body mass index (BMI), exercise habits, drinking status, and smoking status. The discriminatory value of the HbA1c/HDL-C ratio and its components for screening MAFLD was evaluated using receiver operating characteristic (ROC) curves.
A total of 1,982 (13.91%) subjects were diagnosed with MAFLD. After adjusting for confounding factors, we found a significant positive association between the HbA1c/HDL-C ratio and MAFLD [odds ratio (OR) 1.34, 95% confidence interval (CI): 1.25, 1.44]. No significant differences in this association were observed across all subgroups (All P for interaction > 0.05). Furthermore, through RCS analysis, we observed a nonlinear positive correlation between the HbA1c/HDL-C ratio and MAFLD (P for non-linearity < 0.001), with a potential threshold effect point (approximately 3 for the HbA1c/HDL-C ratio). Beyond this threshold point, the slope of the MAFLD prevalence curve increased rapidly. Additionally, in further ROC analysis, we found that for the identification of MAFLD, the HbA1c/HDL-C ratio was significantly superior to HbA1c and HDL-C, with an area under the curve (AUC) and optimal threshold of 0.81 and 4.08, respectively.
Our findings suggest that the newly proposed HbA1c/HDL-C ratio serves as a simple and practical indicator for assessing MAFLD, exhibiting well-discriminatory performance in screening for MAFLD.
糖毒性和脂毒性是代谢相关脂肪性肝病(MAFLD)发展的关键病理生理机制。本研究的主要目的是探讨新提出的血浆糖化血红蛋白 A1c/高密度脂蛋白胆固醇比值(HbA1c/HDL-C 比值)与 MAFLD 风险之间的关系。
纳入了 14251 名接受健康检查的研究人群。使用多变量逻辑回归和限制性三次样条(RCS)分析来分析 HbA1c/HDL-C 比值与 MAFLD 之间的关系。通过性别、年龄、体重指数(BMI)、运动习惯、饮酒状况和吸烟状况分层的亚组分析,评估该关联的变化。使用受试者工作特征(ROC)曲线评估 HbA1c/HDL-C 比值及其成分对 MAFLD 的筛查价值。
共有 1982 名(13.91%)受试者被诊断为 MAFLD。在调整混杂因素后,我们发现 HbA1c/HDL-C 比值与 MAFLD 之间存在显著正相关[比值比(OR)1.34,95%置信区间(CI):1.25,1.44]。在所有亚组中,这种关联没有显著差异(所有交互作用 P 值均>0.05)。此外,通过 RCS 分析,我们观察到 HbA1c/HDL-C 比值与 MAFLD 之间呈非线性正相关(非线性 P 值<0.001),存在潜在的阈值效应点(HbA1c/HDL-C 比值约为 3)。超过该阈值点后,MAFLD 患病率曲线的斜率迅速增加。此外,在进一步的 ROC 分析中,我们发现对于 MAFLD 的识别,HbA1c/HDL-C 比值明显优于 HbA1c 和 HDL-C,曲线下面积(AUC)和最佳阈值分别为 0.81 和 4.08。
我们的研究结果表明,新提出的 HbA1c/HDL-C 比值是评估 MAFLD 的一种简单实用的指标,在筛查 MAFLD 方面具有良好的鉴别性能。