Department of Biomedical Engineering, Institute of Medical & Biological Engineering, Medical Research Center, Seoul National University College of Medicine, 28 Yongon-Dong, Seoul 110-799, Korea.
J Proteome Res. 2013 Mar 1;12(3):1078-89. doi: 10.1021/pr3012073. Epub 2013 Feb 14.
Diabetic retinopathy (DR) is a complication of diabetes and 80% of diabetes mellitus (DM) patients whose DM duration is over 10 years can be expected to suffer with DR. The diagnosis of DR depends on an ophthalmological examination, and no molecular methods of screening DR status exist. Nonproliferative diabetic retinopathy (NPDR) is the early DR which is hard to be noticed in early NPDR, showing significant cause of adult blindness in type 2 diabetes patients. Protein biomarkers have been valuable in the diagnosis of disease and the use of multiple biomarkers has been suggested to overcome the low specificity of single ones. For biomarker development, multiple reaction monitoring (MRM) has been spotlighted as an alternative method to quantify target proteins with no need for immunoassay. In this study, 54 candidate DR marker proteins from a previous study were verified by MRM in plasma samples from NPDR patients in 3 stages (mild, moderate and severe; 15 cases each) and diabetic patients without retinopathy (15 cases) as a control. Notably, 27 candidate markers distinguished moderate NPDR from type 2 diabetic patients with no diabetic retinopathy, generating AUC values (>0.7). Specifically, 28 candidate proteins underwent changes in expression as type 2 diabetic patients with no diabetic retinopathy progressed to mild and moderate NPDR. Further, a combination of 4 markers from these 28 candidates had the improved specificity in distinguishing moderate NPDR from type 2 diabetic patients with no diabetic retinopathy, yielding a merged AUC value of nearly 1.0. We concluded that MRM is a fast, robust approach of multimarker panel determination and an assay platform that provides improved specificity compared with single biomarker assay systems.
糖尿病性视网膜病变 (DR) 是糖尿病的一种并发症,80%的糖尿病病程超过 10 年的糖尿病患者预计会患有 DR。DR 的诊断依赖于眼科检查,目前尚无用于筛查 DR 状态的分子方法。非增殖性糖尿病性视网膜病变 (NPDR) 是早期 DR,在早期 NPDR 中很难被发现,在 2 型糖尿病患者中是导致成人失明的重要原因。蛋白质生物标志物在疾病诊断中具有重要价值,并且已经提出使用多种生物标志物来克服单个标志物特异性低的问题。对于生物标志物的开发,多重反应监测 (MRM) 已成为定量目标蛋白的替代方法,无需免疫测定。在这项研究中,通过 MRM 对来自先前研究的 54 种候选 DR 标记蛋白在 3 个阶段(轻度、中度和重度;每个阶段 15 例)的 NPDR 患者的血浆样本和无视网膜病变的糖尿病患者(15 例)进行了验证。值得注意的是,有 27 种候选标志物可以区分中度 NPDR 与无糖尿病性视网膜病变的 2 型糖尿病患者,产生的 AUC 值(>0.7)。具体而言,随着无糖尿病性视网膜病变的 2 型糖尿病患者进展为轻度和中度 NPDR,有 28 种候选蛋白的表达发生了变化。此外,这些 28 种候选蛋白中的 4 种标志物的组合在区分无糖尿病性视网膜病变的 2 型糖尿病患者中度 NPDR 方面具有改善的特异性,合并 AUC 值接近 1.0。我们得出结论,MRM 是一种快速、稳健的多标志物面板测定方法,与单个生物标志物检测系统相比,该方法提供了更高的特异性。