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The Value of White Cell Inflammatory Biomarkers as Potential Predictors for Diabetic Retinopathy in Type 2 Diabetes Mellitus (T2DM)
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), lym...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10452280/ https://www.ncbi.nlm.nih.gov/pubmed/37626602 http://dx.doi.org/10.3390/biomedicines11082106 |
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author | Dascalu, Ana Maria Serban, Dragos Tanasescu, Denisa Vancea, Geta Cristea, Bogdan Mihai Stana, Daniela Nicolae, Vanessa Andrada Serboiu, Crenguta Tribus, Laura Carina Tudor, Corneliu Georgescu, Adriana Tudosie, Mihail Silviu Costea, Daniel Ovidiu Bratu, Dan Georgian |
author_facet | Dascalu, Ana Maria Serban, Dragos Tanasescu, Denisa Vancea, Geta Cristea, Bogdan Mihai Stana, Daniela Nicolae, Vanessa Andrada Serboiu, Crenguta Tribus, Laura Carina Tudor, Corneliu Georgescu, Adriana Tudosie, Mihail Silviu Costea, Daniel Ovidiu Bratu, Dan Georgian |
author_sort | Dascalu, Ana Maria |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-10452280 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-104522802023-08-26 The Value of White Cell Inflammatory Biomarkers as Potential Predictors for Diabetic Retinopathy in Type 2 Diabetes Mellitus (T2DM) Dascalu, Ana Maria Serban, Dragos Tanasescu, Denisa Vancea, Geta Cristea, Bogdan Mihai Stana, Daniela Nicolae, Vanessa Andrada Serboiu, Crenguta Tribus, Laura Carina Tudor, Corneliu Georgescu, Adriana Tudosie, Mihail Silviu Costea, Daniel Ovidiu Bratu, Dan Georgian Biomedicines Article 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. MDPI 2023-07-26 /pmc/articles/PMC10452280/ /pubmed/37626602 http://dx.doi.org/10.3390/biomedicines11082106 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Dascalu, Ana Maria Serban, Dragos Tanasescu, Denisa Vancea, Geta Cristea, Bogdan Mihai Stana, Daniela Nicolae, Vanessa Andrada Serboiu, Crenguta Tribus, Laura Carina Tudor, Corneliu Georgescu, Adriana Tudosie, Mihail Silviu Costea, Daniel Ovidiu Bratu, Dan Georgian The Value of White Cell Inflammatory Biomarkers as Potential Predictors for Diabetic Retinopathy in Type 2 Diabetes Mellitus (T2DM) |
title | The Value of White Cell Inflammatory Biomarkers as Potential Predictors for Diabetic Retinopathy in Type 2 Diabetes Mellitus (T2DM) |
title_full | The Value of White Cell Inflammatory Biomarkers as Potential Predictors for Diabetic Retinopathy in Type 2 Diabetes Mellitus (T2DM) |
title_fullStr | The Value of White Cell Inflammatory Biomarkers as Potential Predictors for Diabetic Retinopathy in Type 2 Diabetes Mellitus (T2DM) |
title_full_unstemmed | The Value of White Cell Inflammatory Biomarkers as Potential Predictors for Diabetic Retinopathy in Type 2 Diabetes Mellitus (T2DM) |
title_short | The Value of White Cell Inflammatory Biomarkers as Potential Predictors for Diabetic Retinopathy in Type 2 Diabetes Mellitus (T2DM) |
title_sort | value of white cell inflammatory biomarkers as potential predictors for diabetic retinopathy in type 2 diabetes mellitus (t2dm) |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10452280/ https://www.ncbi.nlm.nih.gov/pubmed/37626602 http://dx.doi.org/10.3390/biomedicines11082106 |
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