Ling Juan, Xie ZhuoLin, Chen XiaoJie, Ling Di, Chen XingLin, Luo XiangXia
Clinical College of Chinese Medicine, Gansu Province, Gansu University of Chinese Medicine, Lanzhou, 730030, China.
Gansu Provincial Hospital, Lanzhou, 730030, China.
BMC Ophthalmol. 2025 May 13;25(1):289. doi: 10.1186/s12886-025-04079-8.
Diabetic retinopathy (DR) is a leading cause of blindness among adults with diabetes. Glycated hemoglobin A1C (HbA1C) is a critical biomarker for long-term glycemic control and has been closely associated with the risk of developing DR. However, the relationship between HbA1C and DR remains complex and multifaceted, with limited research exploring the nonlinear aspects of this association. This study aims to investigate the nonlinear relationship between HbA1C and DR, providing insights into their association and informing clinical interventions.
Many studies have indicated that HbA1C is positively correlated with DR. However, although elevated HbA1C is common in patients with DR, its relationship with DR remains controversial. Our study aimed to investigate the nonlinear relationship between HbA1c and DR, thereby accurately elucidating their association and providing a basis for clinical interventions.
This study is the second analysis based on a cross-sectional studv. A total of 2,001 patients with type 2 Diabetes Mellitus (T2DM) visited the diabetic clinic in the Internal Medicine outpatient departments of two hospitals in southern Taiwan between April 2002 and November 2004 were included in this analysis. Demographic and clinical data were collected, and HbA1c levels were measured. The association between HbA1c and DR was analyzed using multivariate logistic regression, adjusting for potential confounders, and the potential nonlinear correlation was explored with a smooth curve fitting approach.
The fully-adjusted model showed that HbA1c positively correlated with DR (OR:1.13, 95%CI: 1.05-1.22). However, an inverted U-shaped association between them was observed by applying the smooth curve fitted method. The inflection point of HbA1c (9.4%) was calculated by utilizing the two-piecewise logistic regression model. In the subgroup analysis, the inverted U-shaped nonlinear correlation between HbA1c and DR was also found in age, sex and BMI.
HbA1C and DR have an inverted U-shaped relationship, with a peak at an HbA1C of 9.4% in the early phase of DR. After this peak, HbA1C decreases as DR increases. These results have crucial implications for DR patients. The findings also offer insights for public health policy, highlighting the necessity of regular screening and intervention for diabetic patients. Future research should further explore the mechanisms linking HbA1c to DR and consider individualized management strategies for different populations to effectively mitigate the burden of DR.
糖尿病视网膜病变(DR)是成年糖尿病患者失明的主要原因。糖化血红蛋白A1C(HbA1C)是长期血糖控制的关键生物标志物,并且与发生DR的风险密切相关。然而,HbA1C与DR之间的关系仍然复杂且多方面,探索这种关联的非线性方面的研究有限。本研究旨在调查HbA1C与DR之间的非线性关系,深入了解它们之间的关联并为临床干预提供依据。
许多研究表明HbA1C与DR呈正相关。然而,尽管HbA1C升高在DR患者中很常见,但其与DR的关系仍存在争议。我们的研究旨在调查HbA1c与DR之间的非线性关系,从而准确阐明它们之间的关联并为临床干预提供依据。
本研究是基于一项横断面研究的二次分析。2002年4月至2004年11月期间,共有2001例2型糖尿病(T2DM)患者到台湾南部两家医院内科门诊的糖尿病诊所就诊,并纳入本分析。收集人口统计学和临床数据,并测量HbA1c水平。使用多因素逻辑回归分析HbA1c与DR之间的关联,并对潜在混杂因素进行校正,同时采用平滑曲线拟合方法探索潜在的非线性相关性。
完全校正模型显示HbA1c与DR呈正相关(比值比:1.13,95%置信区间:1.05 - 1.22)。然而,应用平滑曲线拟合方法观察到它们之间呈倒U形关联。利用两段式逻辑回归模型计算出HbA1c的拐点为9.4%。在亚组分析中,在年龄、性别和体重指数方面也发现了HbA1c与DR之间的倒U形非线性相关性。
HbA1C与DR呈倒U形关系,在DR早期,HbA1C为9.4%时达到峰值。在此峰值之后,随着DR的进展HbA1C降低。这些结果对DR患者具有至关重要的意义。这些发现也为公共卫生政策提供了见解,强调了对糖尿病患者进行定期筛查和干预的必要性。未来的研究应进一步探索将HbA1c与DR联系起来的机制,并考虑针对不同人群的个体化管理策略,以有效减轻DR的负担。