Deng Rongjin, Zhu Suhui, Fan Bin, Chen Xiaohu, Lv Hongbin, Dai Yan
Southwest Medical University, Sichuan, 646099, China.
Department of Ophthalmology, Mianyang Central Hospital, Sichuan, 621000, China.
Sci Rep. 2025 Jan 10;15(1):1567. doi: 10.1038/s41598-025-85164-2.
To determine the correlations between six serological inflammatory markers, namely the systemic immune-inflammation index (SII), systemic inflammatory response index (SIRI), aggregate index of systemic inflammation (AISI), neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and monocyte-to-lymphocyte ratio (MLR), and various stages of type 2 diabetic retinopathy (T2DR). Additionally, the diagnostic value of these markers in T2DR was evaluated. Clinical data were collected from a total of 397 patients with type 2 diabetes who visited the ophthalmology department at Mian Yang Central Hospital and the Affiliated Hospital of Southwest Medical University from January 2023 to December 2023. Based on the results of fundus photography, patients were categorized into a non-diabetic retinopathy group (NDR, n = 121), a non-proliferative diabetic retinopathy group (NPDR, n = 77), and a proliferative diabetic retinopathy group (PDR, n = 199). General patient information and systemic inflammatory markers, including the SII, SIRI, AIRI, NLR, PLR, and MLR, were compared among the groups, and their correlations with T2DR were analyzed. The SII values were found to be significantly higher in the PDR group compared to the NPDR group, which in turn were higher than those in the NDR group (P < 0.05). Similarly, the AISI values were significantly elevated in the PDR group compared to both the NPDR and NDR groups (P < 0.05). The SIRI and MLR values were significantly higher in the PDR group than in the NDR group (P < 0.05). Furthermore, the NLR and PLR values were significantly higher in the NPDR and PDR groups compared to the NDR group (P < 0.05). The Mantel‒Haenszel chi-square test revealed a significant linear trend between the SII and PLR and the incidence of PDR (P < 0.001), with the incidence of PDR increasing as the quartile levels of the SII and PLR increased. Multivariate logistic regression analysis indicated that, compared with NDR, a higher SII was found to be an independent risk factor for NPDR (ORSII = 1.002, p = 0.001) and PDR (ORSII = 1.002, P < 0.001). The ROC curve analysis suggested that the combined assessment of the six inflammatory indices had the highest accuracy in the evaluation of DR, with an area under the curve (AUC) of 0.69, a sensitivity of 54%, and a specificity of 75%. The results of this study indicate that the SII is an independent risk factor for T2DR. A close correlation was observed between the SII and PLR and the occurrence and progression of T2DR. The high accuracy of the combined diagnosis of T2DR via various serological inflammatory markers underscores their potential as early biological indicators for the diagnosis of T2DR.
为了确定六种血清学炎症标志物,即全身免疫炎症指数(SII)、全身炎症反应指数(SIRI)、全身炎症聚集指数(AISI)、中性粒细胞与淋巴细胞比值(NLR)、血小板与淋巴细胞比值(PLR)和单核细胞与淋巴细胞比值(MLR),与2型糖尿病视网膜病变(T2DR)各阶段之间的相关性。此外,还评估了这些标志物在T2DR中的诊断价值。收集了2023年1月至2023年12月期间在绵阳市中心医院眼科和西南医科大学附属医院就诊的397例2型糖尿病患者的临床资料。根据眼底摄影结果,将患者分为非糖尿病视网膜病变组(NDR,n = 121)、非增殖性糖尿病视网膜病变组(NPDR,n = 77)和增殖性糖尿病视网膜病变组(PDR,n = 199)。比较了各组患者的一般信息和全身炎症标志物,包括SII、SIRI、AIRI、NLR、PLR和MLR,并分析了它们与T2DR的相关性。发现PDR组的SII值显著高于NPDR组,而NPDR组又高于NDR组(P < 0.05)。同样,PDR组的AISI值显著高于NPDR组和NDR组(P < 0.05)。PDR组的SIRI和MLR值显著高于NDR组(P < 0.05)。此外,NPDR组和PDR组的NLR和PLR值显著高于NDR组(P < 0.05)。Mantel-Haenszel卡方检验显示SII和PLR与PDR的发生率之间存在显著的线性趋势(P < 0.001),随着SII和PLR四分位数水平的增加,PDR的发生率也增加。多因素逻辑回归分析表明,与NDR相比,较高的SII是NPDR(ORSII = 1.002,p = 0.001)和PDR(ORSII = 1.002,P < 0.001)的独立危险因素。ROC曲线分析表明,六种炎症指标的联合评估在DR评估中具有最高的准确性,曲线下面积(AUC)为0.69,敏感性为54%,特异性为75%。本研究结果表明,SII是T2DR的独立危险因素。观察到SII与PLR和T2DR的发生及进展之间存在密切相关性。通过各种血清学炎症标志物联合诊断T2DR的高准确性强调了它们作为T2DR诊断早期生物学指标的潜力。