Yabing Zhang, Jin Liu, Qiuli Yu, Xinjun Xue, Li Yuan
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引用次数: 0
Abstract
Purpose: This study evaluated whether low serum albumin functions as an independent risk marker for diabetic retinopathy (DR) or primarily reflects renal microvascular damage, which frequently co-occurs with DR. We also re-examined the neutrophil-to-lymphocyte ratio (NLR) as a candidate inflammatory marker.
Methods: Cross-sectional analysis of 1107 adults with diabetes from the National Health and Nutrition Examination Survey (NHANES) 2005-2008. Three sequential logistic regression models were fitted: Model 1 (unadjusted), Model 2 (metabolic covariates), and Model 3 (Model 2 plus log-transformed urinary albumin-to-creatinine ratio [UACR]). A mediation analysis with 2000 bootstrap resamples estimated the proportion of the albumin-DR association attributable to the UACR pathway in participants with HbA1c ≥ 7.0%. Sensitivity analyses applied the NHANES sampling weights, strata, and primary sampling units.
Results: DR was present in 356 of 1107 participants (32.2%; 29.0% after weighting to the U.S. population). Each 1 g/dL increase in serum albumin was associated with a 39% reduction in the odds of DR in the unadjusted model (OR 0.61, 95% CI 0.41-0.89). The association attenuated after adjustment for metabolic and renal covariates (Model 3 OR 0.82, p = 0.399). In the HbA1c ≥ 7.0% subgroup (N = 502), Model 2 yielded an OR of 0.45 per 1 g/dL (95% CI 0.23-0.87, p = 0.019), which attenuated to 0.56 (p = 0.107) once UACR was added. Weighted models gave the same pattern (Model 2 OR 0.41, 95% CI 0.17-0.99, p = 0.047; Model 3 OR 0.44, p = 0.078). The indirect association through UACR was statistically significant (OR 0.79, 95% CI 0.61-0.92; bootstrap p < 0.001), giving a proportion mediated of 34.4%. NLR was not associated with DR in any adjusted model.
Conclusions: In poorly controlled diabetes, low serum albumin behaved as a downstream marker of systemic microvascular leakage, with much of its association with DR mediated by concurrent renal damage. The design is cross-sectional, so the temporal ordering assumed by mediation analysis cannot be verified and these estimates remain associational. Low albumin in this setting should still prompt assessment of the kidney and the retina at the same visit.
目的:本研究评估低血清白蛋白是否作为糖尿病视网膜病变(DR)的独立风险标志物或主要反映肾脏微血管损伤,这通常与DR共同发生。我们还重新检查了中性粒细胞与淋巴细胞比率(NLR)作为候选炎症标志物。方法:对2005-2008年全国健康与营养检查调查(NHANES)中1107名成人糖尿病患者进行横断面分析。拟合了三个顺序逻辑回归模型:模型1(未经调整)、模型2(代谢协变量)和模型3(模型2加上对数转化尿白蛋白与肌酐比值[UACR])。一项包含2000个bootstrap样本的中介分析估计了在HbA1c≥7.0%的参与者中,由UACR途径引起的白蛋白- dr关联的比例。灵敏度分析采用NHANES抽样权值、分层和主要抽样单位。结果:1107名参与者中有356人出现DR(32.2%;对美国人口进行加权后为29.0%)。在未调整的模型中,血清白蛋白每增加1 g/dL与DR的几率降低39%相关(OR 0.61, 95% CI 0.41-0.89)。调整代谢和肾脏协变量后,相关性减弱(模型3 OR 0.82, p = 0.399)。在HbA1c≥7.0%亚组(N = 502)中,模型2的OR为0.45 / 1 g/dL (95% CI 0.23-0.87, p = 0.019),加入UACR后,OR降至0.56 (p = 0.107)。加权模型给出了相同的模式(模型2 OR 0.41, 95% CI 0.17-0.99, p = 0.047;模型3 OR 0.44, p = 0.078)。通过UACR间接关联具有统计学意义(OR 0.79, 95% CI 0.61-0.92; bootstrap p < 0.001),中介比例为34.4%。在任何调整后的模型中,NLR与DR均无相关性。结论:在控制不良的糖尿病患者中,低血清白蛋白是全身微血管渗漏的下游标志物,其与并发肾损害介导的DR有很大关系。设计是横断面的,因此无法验证中介分析假设的时间顺序,这些估计仍然是相关的。在这种情况下,低白蛋白仍应提示在同一次就诊时对肾脏和视网膜进行评估。
期刊介绍:
Journal of Ophthalmology is a peer-reviewed, Open Access journal that publishes original research articles, review articles, and clinical studies related to the anatomy, physiology and diseases of the eye. Submissions should focus on new diagnostic and surgical techniques, instrument and therapy updates, as well as clinical trials and research findings.