TO STUDY THE NEUTROPHIL-TO-LYMPHOCYTE RATIO AS A QUICK AND RELIABLE PREDICTIVE MARKER TO DIAGNOSE DIABETIC RETINOPATHY AMONG DIABETES PATIENTS: A CASE–CONTROL STUDY

Objectives: Diabetic retinopathy (DR) is a prevalent microvascular complication of diabetes mellitus (DM), and a leading cause of preventable blindness worldwide. Chronic hyperglycemia derives retinal neurovascular damage, and systemic inflammation contributes significantly to its pathogenesis. The neutrophil-to-lymphocyte ratio (NLR), a simple biomarker of inflammation, had shown promise in identifying DR risk. This study is to assess NLR levels in DM patients with and without DR, determine its association with DR presence and severity, and evaluate its diagnostic accuracy. Methods: This hospital-based case–control study enrolled 100 Type 2 DM (T2DM) patients (50 with clinically confirmed DR and 50 without DR) from September 2023 to February 2025 at a tertiary-care center in rural Pondicherry. All patients underwent fundoscopic examination, glycemic profiling, and complete blood counts to calculate NLR. Statistical analyses comprised an independent t-test, the Chi-square test, Cox regression, and diagnostic accuracy using the Statistical Package for the Social Sciences software. Results: The mean age of the participants was 57.4±10.8 years; 66% of them were males. Mean NLR was significantly higher in the DR group (3.33±0.59) than in controls (1.74±0.49; p<0.001). Each unit rise in NLR nearly tripled DR risk (Hazard ratio: 2.98; 95% confidence interval: 2.02–4.38; p<0.001). Receiver operating characteristics analysis yielded 96% for sensitivity, 92% for specificity with Youden’s index of 0.880. Conclusion: Thus, NLR is a robust, cost-effective biomarker for early DR detection in T2DM patients. Incorporating NLR into routine diabetes care may enhance screening, risk stratification, and timely intervention to prevent vision loss.

Authors

Institutions

Publication Details

Journal
Asian Journal of Pharmaceutical and Clinical Research
Published
2025-10-07
DOI
https://doi.org/10.22159/ajpcr.2025v18i10.54808
Primary Topic
Inflammatory Biomarkers in Disease Prognosis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

TO STUDY THE NEUTROPHIL-TO-LYMPHOCYTE RATIO AS A QUICK AND RELIABLE PREDICTIVE MARKER TO DIAGNOSE DIABETIC RETINOPATHY AMONG DIABETES PATIENTS: A CASE–CONTROL STUDY

Chenthil Ks, S. Selvaraj, Vignessh Raveekumaran, SALAIPUDHUR RAJENDRAN ELAKKIAN
Asian Journal of Pharmaceutical and Clinical Research
Inflammatory Biomarkers in Disease Prognosis
article

TO STUDY THE NEUTROPHIL-TO-LYMPHOCYTE RATIO AS A QUICK AND RELIABLE PREDICTIVE MARKER TO DIAGNOSE DIABETIC RETINOPATHY AMONG DIABETES PATIENTS: A CASE–CONTROL STUDY

Chenthil Ks, S. Selvaraj, Vignessh Raveekumaran, SALAIPUDHUR RAJENDRAN ELAKKIAN
article en

Abstract

Objectives: Diabetic retinopathy (DR) is a prevalent microvascular complication of diabetes mellitus (DM), and a leading cause of preventable blindness worldwide. Chronic hyperglycemia derives retinal neurovascular damage, and systemic inflammation contributes significantly to its pathogenesis. The neutrophil-to-lymphocyte ratio (NLR), a simple biomarker of inflammation, had shown promise in identifying DR risk. This study is to assess NLR levels in DM patients with and without DR, determine its association with DR presence and severity, and evaluate its diagnostic accuracy. Methods: This hospital-based case–control study enrolled 100 Type 2 DM (T2DM) patients (50 with clinically confirmed DR and 50 without DR) from September 2023 to February 2025 at a tertiary-care center in rural Pondicherry. All patients underwent fundoscopic examination, glycemic profiling, and complete blood counts to calculate NLR. Statistical analyses comprised an independent t-test, the Chi-square test, Cox regression, and diagnostic accuracy using the Statistical Package for the Social Sciences software. Results: The mean age of the participants was 57.4±10.8 years; 66% of them were males. Mean NLR was significantly higher in the DR group (3.33±0.59) than in controls (1.74±0.49; p<0.001). Each unit rise in NLR nearly tripled DR risk (Hazard ratio: 2.98; 95% confidence interval: 2.02–4.38; p<0.001). Receiver operating characteristics analysis yielded 96% for sensitivity, 92% for specificity with Youden’s index of 0.880. Conclusion: Thus, NLR is a robust, cost-effective biomarker for early DR detection in T2DM patients. Incorporating NLR into routine diabetes care may enhance screening, risk stratification, and timely intervention to prevent vision loss.

Asian Journal of Pharmaceutical and Clinical Research
Mahatma Gandhi Medical College and Research Institute (IN)
Openalex Percentile: Top 61%
Inflammatory Biomarkers in Disease Prognosis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

TO STUDY THE NEUTROPHIL-TO-LYMPHOCYTE RATIO AS A QUICK AND RELIABLE PREDICTIVE MARKER TO DIAGNOSE DIABETIC RETINOPATHY AMONG DIABETES PATIENTS: A CASE–CONTROL STUDY — Chenthil Ks, S. Selvaraj, et al. · Asian Journal of Pharmaceutical and Clinical Research (2025) | TGRS Research Map | TGRS