| Literature DB >> 34708765 |
Jacquelyn N Hamati1, Anthony Vipin Das2, Gumpili Sai Prashanthi2, Umesh C Behera3, Raja Narayanan2, Padmaja K Rani4.
Abstract
PURPOSE: Diabetic retinopathy (DR) is a potentially sight-threatening complication of diabetes mellitus. The majority of cases are in older adults. This study aims to evaluate modifiable and nonmodifiable protective factors against DR in a geriatric Indian population.Entities:
Keywords: Big data; India; diabetic retinopathy; electronic medical records; geriatric ophthalmology
Mesh:
Year: 2021 PMID: 34708765 PMCID: PMC8725154 DOI: 10.4103/ijo.IJO_1495_21
Source DB: PubMed Journal: Indian J Ophthalmol ISSN: 0301-4738 Impact factor: 2.969
Demographic and clinical profile of study population
| DR (%)* | No DR (%)† | |
|---|---|---|
| Sex | ||
| Male | 17802 (70) | 54400 (60) |
| Female | 7536 (30) | 36301 (40) |
| Age Categories | ||
| 60-70 years | 20951 (83) | 67712 (75) |
| 71-80 years | 4040 (16) | 20041 (22) |
| 81-90 years | 335 (1) | 2810 (3) |
| 91-100 years | 12 (0) | 138 (0) |
| Socioeconomic Status | ||
| Paying | 21813 (86) | 75614 (83) |
| Nonpaying | 3525 (14) | 15087 (17) |
| Geography | ||
| Urban | 12787 (50) | 45074 (50) |
| Rural | 8838 (35) | 32775 (36) |
| Metropolitan | 3713 (15) | 12852 (14) |
| Occupation | ||
| Retired | 11084 (44) | 19598 (22) |
| Home Maker | 5257 (21) | 23873 (26) |
| Govt/Private Service | 4050 (16) | 10425 (11) |
| Agriculture related | 2253 (9) | 7640 (8) |
| Not Available/Not Applicable | 1801 (7) | 24694 (27) |
| Manual Labor | 893 (4) | 4471 (5) |
| Ocular Comorbidities | ||
| Cataract | 15660 (62) | 65656 (72) |
| High Myopia | 72 (0) | 949 (1) |
| Cataract Surgery | 3917 (15) | 18027 (20) |
| Systemic Diseases | ||
| Hypertension | 10274 (40) | 51378 (57) |
| Cholesterolemia | 303 (1) | 1460 (2) |
| Coronary Artery Disease | 2032 (8) | 8674 (10) |
| Insulin Use | ||
| Insulin Prescription | 5077 (4) | 7434 (6) |
| DM Duration | ||
| 0-5 years | 2171 (8) | 27289 (30) |
| 6-10 years | 3155 (12) | 16114 (18) |
| >10 years | 6823 (27) | 15963 (18) |
| DR Category | ||
| NSTDR | 13503 (53) | N/A |
| STDR | 11835 (47) | N/A |
*Number of subjects with the condition/total cases of DM with DR. † Number of subjects with the condition/total cases of DM without DR
Biochemical parameters - study population
|
| DR present (SD) | DR absent (SD) |
| |
|---|---|---|---|---|
| Blood Sugar(mg/dL) | ||||
| HbA1c(%) | 645 | 8.79(2.24) | 8.22(2.24) | 0.00168 |
| Random Blood Sugar | 14327 | 194(94) | 159(79) | <0.001 |
| Fasting Blood Sugar | 952 | 156.85(67.31) | 135.68(53.55) | <0.001 |
| Post-prandial Blood Sugar | 896 | 240.62(93.25) | 210.47(75.81) | <0.001 |
| Kidney Function Tests(mg/dL) | ||||
| BUN | 11372 | 35.34(20.98) | 28.95(13.09) | <0.001 |
| Serum Creatinine | 11941 | 1.34(1.01) | 1.09(0.68) | <0.001 |
| Blood Counts | ||||
| Hemoglobin | 12372 | 12.31(1.86) | 12.76(4.32) | <0.001 |
| Hematocrit | 5023 | 37.02(5.6) | 38.64(5.23) | <0.001 |
| RBC Count | 8905 | 4.37(0.98) | 4.5(1.25) | <0.001 |
| Neutrophils | 8900 | 64.93(8.41) | 64.19(8.57) | <0.001 |
| Lymphocytes | 8900 | 29.05(8.88) | 29.78(7.89) | <0.001 |
Logistic regression model of factors protective against presence of DR
| Odds Ratio | 99% Confidence Interval |
| |
|---|---|---|---|
| Female | 0.65 | 0.61-0.69 | <0.001 |
| Payer Status (Reference: Nonpaying) | |||
| Paying | 1.08 | 1.02-1.14 | <0.001 |
| Occupation (Reference: Government Employed/Private Sector) | |||
| Agriculture | 0.83 | 0.76-0.90 | <0.001 |
| Home Maker | 0.97 | 0.89-1.06 | 0.367 |
| Manual Labor | 0.69 | 0.61-0.77 | <0.001 |
| Retired | 0.92 | 0.86-0.98 | <0.001 |
| Presence of High Myopia | 0.25 | 0.18-0.34 | <0.001 |
| No Cataract Surgery | 0.90 | 0.86-0.94 | <0.001 |
| No Insulin Use | 0.37 | 0.35-0.39 | <0.001 |
| Interaction: Age and Hypertension | 0.99 | 0.98-1.00 | <0.001 |
| Visual Acuity (Reference: Mild or No Visual Impairment 0) | |||
| Moderate VI 1 | 1.44 | 1.38-1.52 | <0.001 |
| Severe VI 2 | 1.67 | 1.55-1.80 | <0.001 |
| Blindness 3 | 1.50 | 1.42-1.59 | <0.001 |
| Blindness 4 | 1.11 | 1.00-1.23 | 0.014 |
| Blindness 5 | 1.11 | 0.96-1.28 | 0.071 |
*VA Classifications: Mild or no VI 0: 20/20-20/70, Moderate VI 1: >20/70-20/200, Severe VI 2: >20/200-20/400, Blindness 3: >20/400-20/1200, Blindness 4: >20/1200-Perception of light, Blindness 5: No perception of light
Logistic regression model predictors associated with presence of STDR among subjects with DR
| Odds Ratio | 99% Confidence Interval |
| |
|---|---|---|---|
| Age | 0.97 | 0.97-0.98 | <0.001 |
| Female | 0.69 | 0.61-0.78 | <0.001 |
| High Myopia | 0.19 | 0.09-0.42 | <0.001 |
| Cataracts | 0.37 | 0.33-0.40 | <0.001 |
| No Cataract Surgery | 0.76 | 0.70-0.83 | <0.001 |
| No Insulin Use | 0.64 | 0.59-0.70 | <0.001 |
| Hypertension | 0.87 | 0.81-0.93 | <0.001 |
| Visual Acuity (Reference: Mild or No Visual Impairment 0)* | |||
| Moderate VI 1 | 2.09 | 1.90-2.29 | <0.001 |
| Severe VI 2 | 3.7 | 3.24-4.23 | <0.001 |
| Blindness 3 | 4.4 | 3.95-4.89 | <0.001 |
| Blindness 4 | 5.06 | 4.14-6.19 | <0.001 |
| Blindness 5 | 7.51 | 5.6-10.09 | <0.001 |
*VA Classifications: 0: 20/20-20/70, Moderate VI 1: >20/70-20/200, Severe VI 2: >20/200-20/400, Blindness 3: >20/400-20/1200, Blindness 4: >20/1200 to Perception of light, Blindness 5: No perception of light
Factors protective against poor presenting VA among subjects with DR
| Odds Ratio* | 99% Confidence Interval |
| |
|---|---|---|---|
| Payer Status (Reference: Nonpaying) | |||
| Paying | 0.65 | 0.59-0.72 | <0.001 |
| District Status (Reference: Rural) | |||
| Metropolitan | 0.65 | 0.58-0.73 | <0.001 |
| Urban | 0.83 | 0.77-0.89 | <0.001 |
| Occupation (Reference: Agriculture) | |||
| Government Employed/Private Sector | 0.74 | 0.64-0.86 | <0.001 |
| Home Maker | 0.87 | 0.73-1.04 | 0.048 |
| Manual Labor | 1.01 | 0.81-1.25 | 0.935 |
| Retired | 0.73 | 0.64-0.84 | <0.001 |
| High Myopia | 10.32 | 4.54-23.47 | <0.001 |
| Cataract Surgery | 0.70 | 0.64-0.77 | <0.001 |
| No Insulin Use | 0.86 | 0.78-0.93 | <0.001 |
| High Cholesterol | 0.70 | 0.49-0.99 | 0.008 |
*Poor VA: >20/200
Figure 1Prevalence of NSTDR and STDR grouped by age and DM duration
Logistic regression model predictors associated with presence of DR including duration of DM as a predictor‡
| Odds Ratio | 99%ConfidenceInterval | |||
|---|---|---|---|---|
|
| ||||
| LowerBound | UpperBound | |||
| *Age | 0.95 | 0.94 | 0.96 | <0.001 |
| *Female | 0.71 | 0.65 | 0.77 | <0.001 |
| Payer Status(Reference: Paying) | ||||
| Nonpaying | 0.94 | 0.86 | 1.02 | 0.061 |
| *District Status(Reference: Rural) | ||||
| Metropolitan | 0.87 | 0.79 | 0.96 | <0.001 |
| Urban | 1.03 | 0.97 | 1.09 | 0.234 |
| *Occupation(Reference: Government Employed/Private Sector) | ||||
| Agriculture | 1 | 0.88 | 1.13 | 0.931 |
| Home Maker | 0.98 | 0.86 | 1.11 | 0.659 |
| Manual Labor | 0.88 | 0.74 | 1.04 | 0.049 |
| Retired | 0.94 | 0.94 | 0.95 | <0.001 |
| *High Myopia | 0.28 | 0.18 | 0.43 | <0.001 |
| *Cataracts | 0.79 | 0.73 | 0.84 | <0.001 |
| No Cataract Surgery | 0.94 | 0.88 | 1.01 | 0.022 |
| No Insulin Use | 0.44 | 0.41 | 0.48 | <0.001 |
| *High Cholesterol | 0.77 | 0.61 | 0.97 | 0.004 |
| No hypertension | 0.67 | 0.34 | 1.34 | 0.138 |
| Coronary Artery Disease | 0.92 | 0.84 | 1 | 0.014 |
| *Visual Acuity(Reference: Mild or No Visual Impairment 0)† | ||||
| Moderate Visual Impairment 1 | 1.49 | 1.39 | 1.6 | <0.001 |
| Severe Visual Impairment 2 | 1.7 | 1.53 | 1.9 | <0.001 |
| Blindness 3 | 1.61 | 1.48 | 1.74 | <0.001 |
| Blindness 4 | 1.17 | 1 | 1.35 | <0.001 |
| Blindness 5 | 1.03 | 0.83 | 1.29 | 0.687 |
| *DM Duration(Reference: >10years) | ||||
| 0-5years | 0.20 | 0.19 | 0.22 | <0.001 |
| 6-10years | 0.49 | 0.46 | 0.52 | <0.001 |
*Indicates variables that are at or below the alpha value (0.01). †Visual Acuity Classifications: Mild or no visual impairment 0: 20/20-20/70, Moderate visual impairment 1: >20/70-20/200, Severe visual impairment 2: >20/200-20/400, Blindness 3: >20/400-20/1200, Blindness 4: >20/1200 to Perception of light, Blindness 5: No perception of light. ‡n=71515 total; 7228 with NSTDR; 4921 with STDR