The Value of White Cell Inflammatory Biomarkers as Potential Predictors for Diabetic Retinopathy in Type 2 Diabetes Mellitus (T2DM).
Ana Maria DascaluDragoș ȘerbanDenisa TanasescuGeta VanceaBogdan Mihai CristeaDaniela StanaVanessa Andrada NicolaeCrenguta SerboiuLaura Carina TribusCorneliu TudorAdriana GeorgescuMihail Silviu TudosieDaniel Ovidiu CosteaDan Georgian BratuPublished in: Biomedicines (2023)
The pathogenesis of diabetic retinopathy is still challenging, with recent evidence proving the key role of inflammation in the damage of the retinal neurovascular unit. This study aims to investigate the predictive value of the neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte (PLR), lymphocyte-to-monocyte ratio (LMR), and systemic inflammation index (SII) for diabetic retinopathy (DR) and its severity. We performed a retrospective study on 129 T2DM patients, divided into three groups: without retinopathy (NDR), non-proliferative DR (NPDR), and proliferative DR (PDR). NLR, MLR, and SII were significantly higher in the PDR group when compared to NDR and NPDR (3.2 ± 1.6 vs. 2.4 ± 0.9 and 2.4 ± 1.1; p = 0.005; 0.376 ± 0.216 vs. 0.269 ± 0.083 and 0.275 ± 0.111, p = 0.001; 754.4 ± 514.4 vs. 551.5 ± 215.1 and 560.3 ± 248.6, p = 0.013, respectively). PDR was correlated with serum creatinine (OR: 2.551), NLR (OR: 1.645), MPV (OR: 1.41), and duration of diabetes (OR: 1.301). Logistic regression analysis identified three predictive models with very good discrimination power for PDR (AUC ROC of 0.803, 0.809, and 0.830, respectively): combining duration of diabetes with NLR, MLR, and, respectively, PLR, MPV, and serum creatinine. NLR, MPV, SII, and LMR were associated with PDR and could be useful when integrated into comprehensive risk prediction models.
Keyphrases
- diabetic retinopathy
- optical coherence tomography
- glycemic control
- oxidative stress
- type diabetes
- end stage renal disease
- editorial comment
- cardiovascular disease
- peripheral blood
- chronic kidney disease
- newly diagnosed
- ejection fraction
- uric acid
- prognostic factors
- single cell
- peritoneal dialysis
- dendritic cells
- metabolic syndrome
- human health