Li Xiang, Du Guo-Lei, Wu Shi-Nan, Sun Yi-Qing, Zhang Si-Qi, Zhang Zhi-Jie, Tang Jia-Feng
Eye Institute & Affiliated Xiamen Eye Center, School of Medicine, Xiamen University, XiaMen, China.
Chongqing Key Laboratory of Development and Utilization of Genuine Medicinal Materials in Three Gorges Reservoir Area, Chongqing Three Gorges Medical College, No. 366, Tian Xing Rd, Bai'anba, Wanzhou, chongqing, China.
Sci Rep. 2025 Jan 2;15(1):499. doi: 10.1038/s41598-024-84204-7.
The objective of this study is to investigate the association between the Systemic Immune-Inflammation Index (SII) and cataracts. This cross-sectional study analyzed data from the 2005-2008 NHANES to examine the relationship between the SII and cataract prevalence. Covariates included age, race/ethnicity, gender, education level, marital status, Body Mass Index (BMI), smoking, alcohol consumption, hypertension, hyperlipidemia, and diabetes. Multivariable logistic regression was used to assess the association, while spline curve fitting explored potential non-linear relationships. Threshold analysis identified critical inflection points. To address age-related bias, Propensity Score Matching (PSM) was performed, aligning cataract patients with comparable non-cataract individuals for further evaluation. Our study included 3,623 participants, of whom 730 (20.15%) were diagnosed with cataracts. After adjusting for all covariates, multivariable logistic regression analysis demonstrated that elevated levels of the SII were significantly associated with increased odds of cataracts (Model1: OR = 1.56; 95%CI [1.33-1.85]; Model2: OR = 1.55; 95%CI [1.32-1.84]; Model3: OR = 1.57; 95%CI [1.33-1.86]). In the spline curve fitting model, the relationship between ln-SII and cataract prevalence was non-linear (P < 0.001), with a critical inflection point identified at an SII of 428.38. SII levels remained significantly associated with cataract prevalence following PSM adjustments (Model 1: OR = 1.48; 95% CI [1.21-1.80]; Model 2: OR = 1.48; 95% CI [1.21-1.80]; Model 3: OR = 1.46; 95% CI [1.20-1.78]). Elevated SII levels are associated with a higher prevalence of cataracts, underscoring the pivotal role of systemic inflammation in cataract development. These findings indicate that SII could serve as a valuable biomarker for assessing cataract risk, further emphasizing the significance of managing systemic inflammation as a potential strategy for cataract prevention.
本研究的目的是调查全身免疫炎症指数(SII)与白内障之间的关联。这项横断面研究分析了2005 - 2008年美国国家健康与营养检查调查(NHANES)的数据,以检验SII与白内障患病率之间的关系。协变量包括年龄、种族/民族、性别、教育水平、婚姻状况、体重指数(BMI)、吸烟、饮酒、高血压、高脂血症和糖尿病。采用多变量逻辑回归评估这种关联,同时样条曲线拟合探索潜在的非线性关系。阈值分析确定了关键拐点。为解决与年龄相关的偏差,进行了倾向得分匹配(PSM),将白内障患者与可比的非白内障个体进行匹配以作进一步评估。我们的研究纳入了3623名参与者,其中730人(20.15%)被诊断患有白内障。在对所有协变量进行调整后,多变量逻辑回归分析表明,SII水平升高与白内障患病几率增加显著相关(模型1:OR = 1.56;95%CI [1.33 - 1.85];模型2:OR = 1.55;95%CI [1.32 - 1.84];模型3:OR = 1.57;95%CI [1.33 - 1.86])。在样条曲线拟合模型中,ln - SII与白内障患病率之间的关系是非线性的(P < 0.001),在SII为428.38时确定了一个关键拐点。在PSM调整后,SII水平仍与白内障患病率显著相关(模型1:OR = 1.48;95%CI [1.21 - 1.80];模型2:OR = 1.48;95%CI [1.21 - 1.80];模型3:OR = 1.46;95%CI [1.20 - 1.78])。SII水平升高与白内障患病率较高相关,突出了全身炎症在白内障发展中的关键作用。这些发现表明,SII可作为评估白内障风险的有价值生物标志物,进一步强调了控制全身炎症作为白内障预防潜在策略的重要性。