Association between neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and diabetic retinopathy among diabetic patients without a related family history

被引:66
作者
Wang, Jin-Rui [1 ]
Chen, Zhongli [2 ]
Yang, Ke [2 ]
Yang, Hui-Jun [1 ]
Tao, Wen-Yu [1 ]
Li, Yi-Ping [1 ]
Jiang, Ze-Jia [3 ]
Bai, Chao-Fang [1 ]
Yin, Yue-Chuan [1 ]
Duan, Jian-Mei [1 ]
Zhou, Yuan-Yuan [1 ]
Geng, Xin-Qian [1 ]
Yang, Ying [1 ]
机构
[1] Kunming Med Univ, Dept Endocrinol & Metab, Peoples Hosp Yunnan Prov 2, Affiliated Hosp 4, Kunming 650021, Yunnan, Peoples R China
[2] Shanghai Jiao Tong Univ, Ruijin Hosp, Dept Cardiol, Sch Med, Shanghai 200001, Peoples R China
[3] Peoples Hosp Qujing City 2, Qujing 655000, Yunnan, Peoples R China
关键词
Type 2 diabetes mellitus; Diabetic retinopathy; Family history; Neutrophil-to-lymphocyte ratio; Platelet-to-lymphocyte ratio; Hemoglobin; ENDOTHELIAL GROWTH-FACTOR; MICROVASCULAR COMPLICATIONS; GLUCOSE REGULATION; HEMOGLOBIN LEVELS; OXIDATIVE STRESS; INFLAMMATION; SEVERITY; ONSET; RISK;
D O I
10.1186/s13098-020-00562-y
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Diabetic retinopathy (DR) is a specific neurovascular complication of diabetes mellitus (DM). Clinically, family history is a widely recognized risk factor for DR, assisting diagnosis and risk strata. However, among a great amount of DR patients without hereditary history like hypertension and diabetes, direct and simple risk factors to assist clinical decisions are still required. Herein, we intend to investigate the associated risk factors for these DR patients based on systemic inflammatory response indexes, neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR). Methods We consecutively enrolled 1030 patients with a definite diagnosis of type 2 diabetes mellitus (T2DM) from the endocrinology department of the Second hospital of People in Yun Nan. Based on funduscopy and family history checking, we excluded patients with a family history of hypertension and diabetes and finally enrolled 264 patients with DR and 206 patients with non-diabetic retinopathy (NDR). Through correlation analysis, univariate and multivariate regression, we further explore the association between NLR, PLR, and DR. On top of that, we investigate the effect of NLR and PLR on risk reclassification of DR. Results Compared with NDR patients, NLR and PLR levels are significantly higher among DR patients (NLR: 2.36 +/- 1.16 in DR group versus 1.97 +/- 1.06 in NDR group, p < 0.001; PLR: 11.62 +/- 4.55 in DR group versus10.56 +/- 4.45 in NDR group, p = 0.012). According to univariate analysis, NLR and PLR add risks to DR. After fully adjusting co-founders, NLR, as both continuous and categorical variate, remains an independent risk factor for DR (OR (95%CI): 1.37 (1.06, 1.78) P = 0.018). And though PLR was not independently associated with DR as a continuous variable (OR (95%CI) 1.05 (0.99, 1.11) p = 0.135), the highest quantile of PLR add two-fold increased risk (OR (95%CI) 2.20 (1.05, 4.59) p = 0.037) in the fully adjusted model for DR. In addition, addition of PLR and NLR to the established factor hemoglobin (Hb) improved the discriminability of the model and assisted the reclassification of DR. After combining PLR and NLR the Area under curve (AUC) of Hb based model raised from 0.76 to 0.78, with a category-free net reclassification improvement (NRI) of 0.532 (p < 0.001) and integrated discrimination improvement (IDI) of 0.029 (p < 0.001). Conclusions Systemic inflammatory response indexes NLR and PLR were associated with the presence of DR among patients without associated family history and contributed to improvements in reclassification of DR in addition to Hb.
引用
收藏
页数:10
相关论文
共 49 条
[1]   SUPPRESSION OF RETINAL NEOVASCULARIZATION IN-VIVO BY INHIBITION OF VASCULAR ENDOTHELIAL GROWTH-FACTOR (VEGF) USING SOLUBLE VEGF-RECEPTOR CHIMERIC PROTEINS [J].
AIELLO, LP ;
PIERCE, EA ;
FOLEY, ED ;
TAKAGI, H ;
CHEN, H ;
RIDDLE, L ;
FERRARA, N ;
KING, GL ;
SMITH, LEH .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1995, 92 (23) :10457-10461
[2]  
Alberti KGMM, 1998, DIABETIC MED, V15, P539, DOI 10.1002/(SICI)1096-9136(199807)15:7<539::AID-DIA668>3.0.CO
[3]  
2-S
[4]   Evaluation of multiple risk factors involved in the development of Diabetic Retinopathy [J].
Anwar, Syeda Birjees ;
Asif, Naveed ;
Naqvi, Syed Abid Hassan ;
Malik, Sidra .
PAKISTAN JOURNAL OF MEDICAL SCIENCES, 2019, 35 (01) :156-160
[5]   Diabetes control could through platelet-to-lymphocyte ratio in hemograms [J].
Atak, Burcin ;
Aktas, Gulali ;
Duman, Tuba T. ;
Erkus, Edip ;
Kocak, M. Zahid ;
Savli, Haluk .
REVISTA DA ASSOCIACAO MEDICA BRASILEIRA, 2019, 65 (01) :38-42
[6]   Usefulness of Neutrophil to Lymphocyte Ratio in Predicting Short- and Long-Term Mortality After Non-ST-Elevation Myocardial Infarction [J].
Azab, Basem ;
Zaher, Medhat ;
Weiserbs, Kera F. ;
Torbey, Estelle ;
Lacossiere, Kenson ;
Gaddam, Sainath ;
Gobunsuy, Romel ;
Jadonath, Sunil ;
Baldari, Duccio ;
McCord, Donald ;
Lafferty, James .
AMERICAN JOURNAL OF CARDIOLOGY, 2010, 106 (04) :470-476
[7]   Inflammatory Contribution of Platelets Revisited: New Players in the Arena of Inflammation [J].
Chatterjee, Madhumita ;
Geisler, Tobias .
SEMINARS IN THROMBOSIS AND HEMOSTASIS, 2016, 42 (03) :205-214
[8]  
Chittawar Sachin, 2017, Indian J Endocrinol Metab, V21, P864, DOI 10.4103/ijem.IJEM_197_17
[9]   Relationship between anemia, serum bilirubin concentrations, and diabetic retinopathy in individuals with type 2 diabetes [J].
Chung, Jin Ook ;
Park, Seon-Young ;
Chung, Dong Jin ;
Chung, Min Young .
MEDICINE, 2019, 98 (43)
[10]  
Demirtas L, 2015, INT J CLIN EXP MED, V8, P11420