[Association between plasma-glycosylated hemoglobin A1c/high-density lipoprotein cholesterol ratio and urinary albumin-creatinine ratio in Chinese adults]

Zhonghua Nei Ke Za Zhi. 2024 Dec 1;63(12):1228-1237. doi: 10.3760/cma.j.cn112138-20240822-00528.
[Article in Chinese]

Abstract

Objective: To explore the relationship between glycosylated hemoglobin A1c/high-density lipoprotein cholesterol ratio (HbA1c/HDL-C) and urinary albumin-creatinine ratio (UACR) in Chinese adults. Methods: In this cross-sectional study, the clinical data of 43 820 community residents (age>40 years) from the Risk Evaluation of Cancers in Chinese Diabetic Individuals (REACTION study; March-December 2012) across eight centers (Liaoning, Guangdong, Shanghai, Gansu, Guangxi, Henan, Hubei, and Sichuan) in China were collected and analyzed. Participants were divided into three groups based on UACR levels:<10 mg/g, 10-30 mg/g, and >30 mg/g. The HbA1c/HDL-C ratio was divided into four groups according to quartile division of the subjects: 1st quartile (Q1<3.79), 2nd quartile (3.79≤Q2<4.59), 3rd quartile (4.59≤Q3≤5.66), and 4th quartile (Q4>5.66). Multivariate ordinal logistic regression model was used to analyze the relationship between HbA1c/HDL-C and UACR. Receiver operating characteristic (ROC) analysis was used to explore the predictive value of HbA1c/HDL-C to UACR. Results: The 43 820 subjects included 13 452 (30.70%) male and 30 378 (69.30%) female patients, with an average age of (58.00±0.05) years. According to results of one-way analysis of variance analysis, the HbA1c/HDL-C ratio was significantly associated with the risk of increased UACR (F=495.73, P<0.001). After adjusting for clinically relevant confounding variables in logistic regression model, compared with participants with the lowest HbA1c/HDL-C ratio (Q1), women with the highest HbA1c/HDL-C ratio (Q4) had a 1.483-fold (95%CI 1.376-1.598, P<0.001) and men had a 1.161-fold (95%CI 1.019-1.323, P<0.001) increased risk of UACR. The ROC curve analysis showed that the area under the curve of HbA1c/HDL-C for predicting increased UACR was 0.623 (95%CI 0.597-0.606), with a sensitivity of 60.18% and a specificity of 54.91%. The HbA1c/HDL-C ratio showed the highest predictive value of all glycemic and lipidemic parameters. In individuals with well-controlled blood glucose (HbA1c<6.5%) or lipid levels (HDL-C≥1.0 mmol/L), the HbA1c/HDL-C ratio was still independently associated with the risk of increased UACR after adjusting for confounding variables [OR(95%CI) of quartile 4: 1.563 (1.210-2.019, P=0.001) in participants with HbA1c<6.5% and 1.822 (1.687-1.968, P<0.001) in participants with HDL-C≥1.0 mmol/L]. Conclusion: As a novel compound indicator for evaluating glucose homeostasis and dyslipidemia, the HbA1c/HDL-C ratio was independently associated with increased UACR in the general population aged>40 years in China, which was superior to both glycemic and lipid parameters alone.

目的: 探讨在中国普通成年人群中血浆糖化血红蛋白(HbA1c)/高密度脂蛋白(HDL-C)比值与尿白蛋白/肌酐比值(UACR)的关系。 方法: 横断面研究。收集并分析于2012年3至12月进行的中国糖尿病个体的癌症风险评估研究(REACTION研究)共计43 820名年龄>40岁的社区居民的临床资料,涉及中国8个地区(辽宁、广东、上海、甘肃、广西、河南、湖北、四川)。研究对象根据UACR水平分为3组:<10 mg/g、10~30 mg/g和>30 mg/g组;根据HbA1c/HDL-C四分位数分为Q1(<3.79),Q2(3.79~<4.59),Q3(4.59~5.66),Q4(>5.66)组。采用多元有序logistic回归模型法分析探讨HbA1c/HDL-C与UACR的关系。利用受试者工作特征(ROC)曲线分析HbA1c/HDL-C对于UACR升高的预测价值。 结果: 43 820名参与者的年龄为(58.00±0.05)岁,其中男性13 452人(30.70%),女性30 368人(69.30%)。单因素分析显示,HbA1c/HDL-C随UACR升高而升高(F=495.73,P<0.001)。logistic回归模型在校正其他临床相关混杂变量后,与HbA1c/HDL-C比值最低(Q1组)的患者相比,Q4组女性患者UACR升高的风险为1.483倍(95%CI 1.376~1.598,P<0.001),而男性患者为1.161倍(95%CI 1.019~1.323,P<0.001)。ROC曲线分析显示,HbA1c/HDL-C预测UACR升高的曲线下面积为0.623,95%CI为0.597~0.606,敏感度为60.18%,特异度为54.91%,与血糖、血脂等指标相比具有最高的预测价值。在HbA1c正常(<6.5%)或HDL-C正常(≥1.0 mmol/L)的情况下,HbA1c/HDL-C仍与UACR升高的风险独立相关(HbA1c<6.5%时Q4组比Q1组:OR=1.563,95%CI 1.210~2.019,P=0.001;HDL-C≥1.0 mmol/L时Q4组比Q1组:OR=1.822,95%CI 1.687~1.968,P<0.001)。 结论: HbA1c/HDL-C比值作为评价血糖稳态和血脂异常的新型复合指标,在中国普通成年人群(年龄>40岁)中,其与UACR增加的风险显著相关,优于血糖、血脂参数等单一指标。.

Publication types

  • English Abstract

MeSH terms

  • Adult
  • Aged
  • Albuminuria* / urine
  • China
  • Cholesterol, HDL* / blood
  • Creatinine* / blood
  • Creatinine* / urine
  • Cross-Sectional Studies
  • East Asian People
  • Female
  • Glycated Hemoglobin* / analysis
  • Humans
  • Male
  • Middle Aged

Substances

  • Glycated Hemoglobin
  • Cholesterol, HDL
  • Creatinine