| Literature DB >> 30089461 |
Laura Gomes Nunes Melo1, Paulo Henrique Morales2, Karla Rezende Guerra Drummond3, Deborah Conte Santos4, Marcela Haas Pizarro4, Bianca Senger Vasconcelos Barros4, Tessa Cerqueria Lemos Mattos5, André Araújo Pinheiro6, Felipe Mallmann7, Franz Schubert Lopes Leal8, Fernando Korn Malerbi9, Marilia Brito Gomes4.
Abstract
BACKGROUND: Diabetic retinopathy is the leading cause of blindness in economically active populations. The aims of this study were to estimate the prevalence and to identify risk factors for diabetic retinopathy in patients with type 1 diabetes in Brazil.Entities:
Keywords: Epidemiology; Microvascular disease; Retinopathy; Risk factors; Type1 diabetes; Uric acid; Vision-threatening
Mesh:
Year: 2018 PMID: 30089461 PMCID: PMC6083618 DOI: 10.1186/s12889-018-5859-x
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
Demographic and clinical data of the study population
| Variable | |
|---|---|
| N | 1644 |
| Demographic characteristics | |
| Gender, female, n (%) | 917 (55.8) |
| Age, years | 30.1 ± 12.0 |
| Age of diagnosis, years | 14.6 ± 8.9 |
| Duration of diabetes, years | 15.3 ± 9.3 |
| Years of formal education, years | 12.3 ± 3.8 |
| Economic status, n (%) | |
| High | 49 (3.0) |
| Medium | 745 (45.3) |
| Low | 795 (48.4) |
| Very low | 55 (3.3) |
| Clinical data | |
| HbA1c (%) | 9.0 ± 2.1 |
| HbA1c, mean (SD), mmol/mol | 74.5 ± 23.1 |
| Diet adherence > 80%, n (%) | 846 (58.4) |
| Insulin regimens, n (%) | |
| Intermediate or long acting | 80 (4.9) |
| Intermediate/long plus short acting | 1.510 (91.8) |
| CSII | 54 (3.3) |
| Serum uric acid, mean (SD), mg/dL | 5.1 ± 1.8 |
| HDL cholesterol, mean (SD), mg/dL | 56.8 ± 19.1 |
| LDL cholesterol, mean (SD), mg/dL | 109.8 ± 40.8 |
| Triglycerides, mean (SD), mg/dL | 109.8 ± 84.6 |
| BMI, mean (SD), kg/m2 | 24.2 ± 4.2 |
| Arterial hypertension, yes, n (%) | 288 (17.5) |
| Macrovascular disease, yes n (%) | 57 (3.5) |
| Use of an angiotensin-converting enzyme (ACE) inhibitor, yes, n (%) | 437 (26.6) |
| Current smoker, yes, n (%) | 86 (5.6) |
| Chronic kidney disease, yes, n (%) | 289 (16.4) |
| Diabetic retinopathy, n (%) | |
| Absent | 1055 (64.2) |
| Mild non-proliferative | 298 (18.1) |
| Moderate non-proliferative | 108 (6.6) |
| Severe non-proliferative | 11 (0.6) |
| Proliferative | 172 (10.4) |
| Macular edema, yes, n (%)† | 44 (2.7) |
Notes: Data are presented as numbers (percentages) or means ± SD (standard deviation)
†Of the total patiens with DR (mild, moderate, severe and proliferative), 44 presented macular edema
Abbreviations: BMI body mass index, HbA1c glycated hemoglobin, CSII continuous subcutaneous insulin infusion, LDL-c low density lipoprotein cholesterol, HDL high density lipoprotein cholesterol
Fig. 1Distribution of patients according to the categories of Diabetic retinopathy
DR: diabetic retinopathy; NPDR: non-proliferative diabetic retinopathy
Demographic, clinical and laboratory data stratified by diabetic retinopathy type
| Variables | Present | Absent | VTDR | Non VTDR | ||
|---|---|---|---|---|---|---|
| N, (%) | 589 (35.8) | 1055 (64.2) | 198 (12.1) | 1446 (87.9) | ||
| Demographic data | ||||||
| Gender, female, n (%) | 343 (58.2) | 574 (54.4) | 0.1 | 114 (57.6) | 803 (55.5) | 0.5 |
| Age, mean (SD), years | 35.77 ± 11.56 | 26.86 ± 11.11 | < 0.001 | 37.35 ± 11.07 | 29.05 ± 11.84 | < 0.001 |
| Duration of diabetes, mean (SD), years | 20.26 ± 9.18 | 12.62 ± 8.15 | < 0.001 | 23.28 ± 9.02 | 14.25 ± 8.77 | < 0.001 |
| Years of formal education, mean (SD), years | 11.92 ± 4.22 | 12.43 ± 3.55 | 0.01 | 12.05 ± 4.22 | 12.27 ± 3.75 | 0.4 |
| Economic status, n (%) | ||||||
| High | 14 (2.4) | 35 (3.3) | 0.3 | 5 (2.5) | 44 (3.0) | 0.1 |
| Medium | 261 (44.3) | 484 (45.9) | 86 (43.4) | 659 (45.6) | ||
| Low | 289 (49.1) | 506 (48.0) | 95 (48.0) | 700 (48.4) | ||
| Very low | 25 (4.2) | 30 (2.8) | 12 (6.1) | 43 (3.0) | ||
| Clinical data | ||||||
| HbA1c mg/dl (%) | 9.27 (2.22) | 8.86 (2.04) | < 0.001 | 9.10 (2.06) | 8.99 (2.12) | 0.4 |
| HbA1c, mean (SD), mmol/mol | 77.84 ± 24.27 | 73.34 ± 22.33 | < 0.001 | 76.03 ± 22.53 | 74.8 ± 23.22 | 0.4 |
| Serum uric acid, mean (SD), mg/dL | 5.58 ± 2.09 | 4.81 ± 1.63 | < 0.001 | 6.09 ± 2.04 | 4.95 ± 1.77 | < 0.001 |
| Hypertension, yes, n (%) | 197 (33.4) | 91 (8.6) | < 0.001 | 85 (42.9) | 203 (14.1) | < 0.001 |
| Triglycerides, mean (SD), mg/dL | 102.99 ± 76.59 | 121.98 ± 96.30 | < 0.001 | 122.46 ± 88.96 | 108.07 | 0.02 |
| HDL cholesterol, mean (SD), mg/dL | 57.84 ± 19.89 | 56.21 ± 18.63 | 0.1 | 54.50 ± 17.53 | 57.11 ± 19.29 | 0.56 |
| LDL cholesterol, mean (SD), md/dL | 111.90 ± 43.91 | 108.31 ± 38.98 | 0.09 | 113.37 ± 38.46 | 110.56 ± 41.28 | 0.3 |
| BMI, mean (SD), kg/m2 | 25.09 ± 4.69 | 23.65 ± 3.81 | < 0.001 | 25.00 ± 4.90 | 24.05 ± 4.08 | 0.01 |
| Macrovascular disease, yes n (%) | 39 (6.6) | 18 (1.7) | < 0.001 | 13 (6.6) | 44 (3.1) | 0.01 |
| Use of an angiotensin converting enzyme (ACE) inhibitor, yes, n (%) | 269 (45.7) | 168 (16.0) | < 0.001 | 112 (22.6) | 325 (56.6) | < 0.001 |
| Current smoker, yes, n (%) | 38 (6.5) | 48 (4.5) | 0.09 | 14 (7.1) | 72 (5.0) | 0.2 |
| Chronic kidney disease, yes, n (%) | 159 (27.4) | 105 (10.1) | < 0.001 | 83 (42.8) | 181 (12.7) | < 0.001 |
The data are presented as numbers (percentages) or means ± SD (standard deviation). The p value compares differences between the groups using Student’s t-test. BMI body mass index, HbA1c glycated hemoglobin, LDL-c low density lipoprotein cholesterol, high density lipoprotein cholesterol, VTDR vision-threatening diabetic retinopathy
Final adjusted logistic regression model
| b | OR | CI 95% | |||
|---|---|---|---|---|---|
| Present vs. Absent | |||||
| Age, years | 0.028 | 1.03 | 1.02 | 1.04 | < 0.001 |
| Duration of DM, years | 0.067 | 1.07 | 1.05 | 1.09 | < 0.001 |
| HbA1c (%) | 0.216 | 1.24 | 1.17 | 1.32 | < 0.001 |
| Serum uric acid, mg/dL | 0.196 | 1.22 | 1.13 | 1.31 | < 0.001 |
| Use of an angiotensin-converting enzyme (ACE) inhibitor, yes | 0.563 | 1.78 | 1.26 | 2.43 | < 0.001 |
| Macrovascular disease, yes | 0.813 | 2.26 | 1.08 | 4.71 | 0.03 |
| Arterial hypertension, yes | 0.521 | 1.68 | 1.13 | 2.5 | 0.01 |
| VTDR vs. Non-VTDR | |||||
| Duration of DM, years | 0.075 | 1.08 | 1.06 | 1.1 | < 0.001 |
| HbA1c % | 0.105 | 1.11 | 1.02 | 1.21 | 0.014 |
| Serum uric acid, mg/dL | 0.219 | 1.25 | 1.13 | 1.37 | < 0.001 |
| Use of an angiotensin-converting enzyme (ACE) inhibitor yes | 0.774 | 2.17 | 1.51 | 3.11 | < 0.001 |
| LDL cholesterol, mg/dL | −0.01 | 0.99 | 0.99 | 1 | 0.019 |
| Chronic kidney disease, yes | 0.925 | 2.52 | 1.69 | 3.77 | < 0.001 |
VTDR vision-threatening diabetic retinopathy, HbA1c glycated hemoglobin, LDL-c low density lipoprotein cholesterol, b coefficient for logistic regression; OR odds ratio, CI 95% 95% confidence interval