| Literature DB >> 21294871 |
Niels de Fine Olivarius1, Volkert Siersma, Gitte Juul Almind, Niels Vesti Nielsen.
Abstract
BACKGROUND: Many diabetic patients fear visual loss as the worst consequence of diabetes. In most studies the main eye pathology is assigned as the cause of visual impairment. This study analysed a broad range of possible ocular and non-ocular predictors of visual impairment prospectively in patients newly diagnosed with clinical type 2 diabetes.Entities:
Mesh:
Year: 2011 PMID: 21294871 PMCID: PMC3045948 DOI: 10.1186/1471-2458-11-80
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
Figure 1Flow of participants through study.
Average changes in visual acuity during the first 6 years after diabetes diagnosis according to baseline patient characteristics
| Test of difference in level of logMAR at diabetes diagnosis a | Test of difference in change of logMAR after diabetes diagnosis b | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Characteristic at diagnosis | Category | Average logMAR at diabetes diagnosis | Average yearly change in logMAR after diabetes diagnosis | Un-adjusted | Age and sex adjusted | Un-adjusted | Age and sex adjusted | Median decimal acuity at diabetes diagnosis | Median decimal acuity 5.6 years after diabetes diagnosis | |
| Sex | Female | 588 | -0.30 | -0.0343 | 0.001 | 0.070 | 0.0006 | 0.017 | 0.90 (0.67-1.00) | 0.80 (0.60-1.00) |
| Male | 653 | -0.19 | -0.0160 | 1.00 (0.80-1.00) | 1.00 (0.67-1.00) | |||||
| Age (years) | 40- < 60 | 430 | -0.05 | -0.0068 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | 1.00 (1.00-1.00) | 1.00 (0.80-1.00) |
| 60- < 70 | 377 | -0.18 | -0.0125 | 1.00 (0.80-1.00) | 0.80 (0.67-1.00) | |||||
| ≥ 70 | 434 | -0.47 | -0.0769 | 0.70 (0.60-0.95) | 0.60 (0.40-0.80) | |||||
| Living alone | Yes | 384 | -0.39 | -0.0527 | < 0.0001 | 0.0009 | < 0.0001 | 0.002 | 0.80 (0.67-1.00) | 0.67 (0.50-0.90) |
| No | 835 | -0.17 | -0.0158 | 1.00 (0.80-1.00) | 1.00 (0.70-1.00) | |||||
| Education | Basic | 935 | -0.26 | -0.0293 | 0.006 | 0.67 | 0.008 | 0.30 | 1.00 (0.70-1.00) | 0.80 (0.60-1.00) |
| Higher | 252 | -0.15 | -0.0114 | 1.00 (0.90-1.00) | 1.00 (0.70-1.00) | |||||
| Residence | Countryside | 486 | -0.26 | -0.0269 | 0.41 | 0.98 | 0.56 | 0.60 | 1.00 (0.80-1.00) | 0.80 (0.63-1.00) |
| Larger towns | 430 | -0.24 | -0.0211 | 1.00 (0.80-1.00) | 0.80 (0.63-1.00) | |||||
| Copenhagen area | 273 | -0.20 | -0.0211 | 1.00 (0.80-1.00) | 0.80 (0.67-1.00) | |||||
| Familial disposition to DM | No | 659 | -0.25 | -0.0314 | 0.58 | 0.76 | 0.041 | 0.028 | 1.00 (0.75-1.00) | 0.80 (0.63-1.00) |
| Yes | 466 | -0.23 | -0.0195 | 1.00 (0.80-1.00) | 0.90 (0.67-1.00) | |||||
| Diagnostic plasma glucose (mmol/l) | < 10 | 220 | -0.23 | -0.0227 | 0.93 | 0.47 | 0.36 | 0.063 | 1.00 (0.80-1.00) | 0.80 (0.63-1.00) |
| 10-< 17 | 706 | -0.24 | -0.0281 | 1.00 (0.80-1.00) | 0.80 (0.67-1.00) | |||||
| ≥ 17 | 315 | -0.24 | -0.0193 | 1.00 (0.80-1.00) | 0.80 (0.60-1.00) | |||||
| Haemoglobin A1c (%) c | < 9 | 298 | -0.20 | -0.0239 | 0.45 | 0.35 | 0.083 | 0.071 | 1.00 (0.80-1.00) | 0.80 (0.67-1.00) |
| 9- < 11 | 347 | -0.24 | -0.0347 | 1.00 (0.80-1.00) | 0.90 (0.67-1.00) | |||||
| ≥ 11 | 396 | -0.25 | -0.0195 | 1.00 (0.70-1.00) | 0.80 (0.60-1.00) | |||||
| Total cholesterol (mmol/l) | < 6 | 495 | -0.27 | -0.0190 | 0.22 | 0.55 | 0.20 | 0.076 | 1.00 (0.70-1.00) | 0.80 (0.60-1.00) |
| 6-< 7 | 366 | -0.24 | -0.0297 | 1.00 (0.80-1.00) | 0.90 (0.67-1.00) | |||||
| ≥ 7 | 358 | -0.20 | -0.0277 | 1.00 (0.80-1.00) | 0.80 (0.67-1.00) | |||||
| Fasting triglycerides (mmol/l) | < 2 | 616 | -0.24 | -0.0201 | 0.89 | 0.75 | 0.022 | 0.0008 | 1.00 (0.80-1.00) | 0.80 (0.67-1.00) |
| 2- < 3 | 320 | -0.25 | -0.0227 | 1.00 (0.80-1.00) | 0.80 (0.60-1.00) | |||||
| ≥ 3 | 279 | -0.23 | -0.0388 | 1.00 (0.80-1.00) | 0.80 (0.67-1.00) | |||||
| Urinary albumin (mg/l) | < 15 | 703 | -0.19 | -0.0205 | 0.004 | 0.015 | 0.038 | 0.13 | 1.00 (0.80-1.00) | 0.90 (0.67-1.00) |
| 15-< 200 | 437 | -0.31 | -0.0347 | 1.00 (0.70-1.00) | 0.80 (0.60-1.00) | |||||
| ≥ 200 | 59 | -0.21 | -0.0172 | 1.00 (0.80-1.00) | 0.80 (0.60-1.00) | |||||
| Serum creatinine (μmol/l) | < 130 | 1166 | -0.23 | -0.0238 | 0.012 | 0.33 | 0.012 | 0.062 | 1.00 (0.80-1.00) | 0.80 (0.67-1.00) |
| ≥ 130 | 54 | -0.43 | -0.0634 | 0.80 (0.67-1.00) | 0.75 (0.50-1.00) | |||||
| Height - men (cm) | < 165 | 69 | -0.30 | -0.0273 | 0.11 | 0.58 | 0.53 | 0.96 | 0.95 (0.70-1.00) | 0.80 (0.60-1.00) |
| 165- < 180 | 470 | -0.18 | -0.0156 | 1.00 (0.80-1.00) | 1.00 (0.67-1.00) | |||||
| ≥ 180 | 113 | -0.14 | -0.0135 | 1.00 (0.90-1.00) | 1.00 (0.80-1.00) | |||||
| Height - women (cm) | < 150 | 19 | -0.47 | -0.0587 | 0.050 | 0.47 | 0.12 | 0.91 | 0.70 (0.70-0.80) | 0.60 (0.50-0.80) |
| 150- < 165 | 415 | -0.32 | -0.0390 | 0.80 (0.67-1.00) | 0.80 (0.50-1.00) | |||||
| ≥ 165 | 154 | -0.20 | -0.0203 | 1.00 (0.80-1.00) | 0.90 (0.70-1.00) | |||||
| Systolic blood pressure (mm Hg) | < 140 | 366 | -0.18 | -0.0174 | 0.023 | 0.78 | 0.036 | 0.63 | 1.00 (0.80-1.00) | 1.00 (0.67-1.00) |
| 140-< 160 | 414 | -0.25 | -0.0223 | 1.00 (0.70-1.00) | 0.80 (0.63-1.00) | |||||
| ≥ 160 | 459 | -0.28 | -0.0338 | 1.00 (0.75-1.00) | 0.80 (0.62-1.00) | |||||
| Resting heart rate (bpm) | < 80 | 754 | -0.23 | -0.0208 | 0.17 | 0.09 | 0.040 | 0.066 | 1.00 (0.80-1.00) | 0.80 (0.67-1.00) |
| 80- < 90 | 333 | -0.23 | -0.0361 | 1.00 (0.70-1.00) | 0.80 (0.60-1.00) | |||||
| ≥ 90 | 149 | -0.32 | -0.0219 | 1.00 (0.67-1.00) | 0.80 (0.63-1.00) | |||||
| Cardiovascular disease | No | 849 | -0.20 | -0.0224 | < 0.0001 | 0.045 | 0.035 | 0.55 | 1.00 (0.80-1.00) | 0.90 (0.67-1.00) |
| Yes | 367 | -0.34 | -0.0357 | 0.90 (0.67-1.00) | 0.80 (0.50-1.00) | |||||
| Peripheral neuropathy | No | 992 | -0.22 | -0.0218 | 0.013 | 0.14 | 0.013 | 0.016 | 1.00 (0.80-1.00) | 0.90 (0.67-1.00) |
| Yes | 232 | -0.32 | -0.0392 | 0.90 (0.67-1.00) | 0.80 (0.60-1.00) | |||||
| Self-rated health | Excellent or good | 557 | -0.18 | -0.0200 | 0.0006 | 0.003 | 0.043 | 0.13 | 1.00 (0.80-1.00) | 0.90 (0.70-1.00) |
| Fair, poor or very poor | 663 | -0.29 | -0.0309 | 0.90 (0.70-1.00) | 0.80 (0.60-1.00) | |||||
| Smoking | Never | 372 | -0.33 | -0.0369 | 0.0007 | 0.32 | 0.009 | 0.50 | 0.90 (0.67-1.00) | 0.80 (0.60-1.00) |
| Former | 431 | -0.22 | -0.0206 | 1.00 (0.80-1.00) | 0.80 (0.63-1.00) | |||||
| Current | 414 | -0.18 | -0.0186 | 1.00 (0.80-1.00) | 1.00 (0.70-1.00) | |||||
| Physical activity | Sedentary | 323 | -0.39 | -0.0364 | < 0.0001 | < 0.0001 | 0.035 | 0.20 | 0.80 (0.60-1.00) | 0.70 (0.50-1.00) |
| Non-sedentary | 893 | -0.19 | -0.0227 | 1.00 (0.80-1.00) | 0.90 (0.67-1.00) | |||||
| Weight - men (kg) | < 80 | 200 | -0.24 | -0.0172 | 0.19 | 0.85 | 0.64 | 0.81 | 1.00 (0.80-1.00) | 0.80 (0.67-1.00) |
| 80- < 90 | 196 | -0.18 | -0.0204 | 1.00 (0.80-1.00) | 1.00 (0.80-1.00) | |||||
| ≥ 90 | 255 | -0.16 | -0.0130 | 1.00 (0.80-1.00) | 1.00 (0.70-1.00) | |||||
| Weight - women (kg) | < 70 | 200 | -0.39 | -0.0485 | 0.008 | 0.21 | 0.040 | 0.068 | 0.80 (0.67-1.00) | 0.70 (0.50-1.00) |
| 70-< 80 | 157 | -0.29 | -0.0208 | 0.90 (0.67-1.00) | 0.80 (0.60-1.00) | |||||
| ≥ 80 | 231 | -0.21 | -0.0319 | 1.00 (0.80-1.00) | 0.80 (0.63-1.00) | |||||
| Diabetic retinopathy | None | 1186 | -0.23 | -0.0243 | 0.040 | 0.012 | < 0.0001 | 0.0005 | 1.00 (0.80-1.00) | 0.80 (0.67-1.00) |
| Microaneurysms only | 14 | -0.54 | 0.0174 | 1.00 (0.90-1.00) | 0.85 (0.80-1.00) | |||||
| Further retinopathy | 38 | -0.38 | -0.1164 | 0.80 (0.63-1.00) | 0.60 (0.50-0.80) | |||||
| Age-related macular degeneration | No | 1087 | -0.18 | -0.0170 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | 1.00 (0.80-1.00) | 0.90 (0.67-1.00) |
| Yes | 154 | -0.67 | -0.1000 | 0.67 (0.50-0.80) | 0.50 (0.40-0.67) | |||||
| Cataract | No | 889 | -0.14 | -0.0145 | < 0.0001 | < 0.0001 | < 0.0001 | 0.0004 | 1.00 (0.80-1.00) | 1.00 (0.70-1.00) |
| Yes | 337 | -0.51 | -0.0698 | 0.70 (0.50-0.80) | 0.60 (0.50-0.80) | |||||
| Other retinopathy | No | 1129 | -0.23 | -0.0239 | 0.32 | 0.87 | 0.18 | 0.93 | 1.00 (0.80-1.00) | 0.80 (0.67-1.00) |
| Yes | 112 | -0.29 | -0.0370 | 0.80 (0.67-1.00) | 0.67 (0.50-1.00) | |||||
| Eye pressure (mmHg) | < 16 | 369 | -0.25 | -0.0215 | 0.58 | 0.64 | 0.031 | 0.045 | 1.00 (0.70-1.00) | 0.90 (0.67-1.00) |
| 16- < 20 | 592 | -0.22 | -0.0234 | 1.00 (0.80-1.00) | 0.80 (0.67-1.00) | |||||
| ≥ 20 | 151 | -0.28 | -0.0441 | 1.00 (0.75-1.00) | 0.80 (0.60-1.00) | |||||
Visual acuity is given as logMAR and decimal acuity. Estimates of logMAR are from a mixed model using all available measurements of visual acuity which come from the best seeing eye in all cases. p values are from Wald tests. Median values (interquartile range) of decimal acuity are from the first and the last eye examination
a Testing whether the mean of the level of visual acuity at diabetes diagnosis is different for the two or three levels of the stratification variable
b Testing whether the mean yearly change of visual acuity after diabetes diagnosis is different for the two or three levels of the stratification variable, given the level of the visual acuity at diabetes diagnosis. This test focuses on differences in slope between the linear curves describing changes in visual acuity
c HbA1c measured within 90 days of diabetes diagnosis. Reference range: 5.4-7.4
Visual acuity at diabetes diagnosis according to age, sex, retinopathy, and cataract
| Visual acuity a | ||||
|---|---|---|---|---|
| Normal | Moderately | Blind | All patients | |
| Age (years) | ||||
| 40- < 60 | 429 (36.9) | 1 (1.5) | 0 (0) | 430 (34.7) |
| 60- < 70 | 366 (31.5) | 10 (14.9) | 1 (9.1) | 377 (30.4) |
| 70+ | 368 (31.6) | 56 (83.6) | 10 (90.9) | 434 (35.0) |
| Sex | ||||
| Male | 622 (53.5) | 28 (41.8) | 3 (27.3) | 653 (52.6) |
| Female | 541 (46.5) | 39 (58.2) | 8 (72.7) | 588 (47.4) |
| Retinopathy a | ||||
| Diabetic retinopathy | ||||
| Microaneurysms only | 13 (1.1) | 0 (0) | 1 (9.1) | 14 (1.1) |
| Further diabetic retinopathy | 34 (2.9) | 2 (3.0) | 2 (18.2) | 38 (3.1) |
| Age-related macular degeneration, AMD | 117 (10.1) | 30 (44.8) | 7 (63.6) | 154 (12.4) |
| Other | 104 (8.9) | 7 (10.5) | 1 (9.1) | 112 (9.0) |
| No retinopathy | 908 (78.3) | 32 (47.8) | 1 (9.1) | 941 (76.0) |
| Cataract a | 278 (24.2) | 55 (82.1) | 4 (36.4) | 337 (27.5) |
| Ophthalmologist's indication of | ||||
| Retinopathy of all sorts | 76 (6.5) | 13 (19.4) | 5 (45.4) | 94 (7.6) |
| Cataract | 171 (14.7) | 25 (37.3) | 1 (9.1) | 197 (15.9) |
| Other causes | 42 (3.6) | 6 (9.0) | 2 (18.2) | 50 (4.0) |
| Combination of causes | 45 (3.9) | 20 (29.9) | 2 (18.2) | 67 (5.4) |
| None | 829 (71.3) | 3 (4.5) | 1 (9.1) | 833 (67.1) |
Data are numbers (column-%)
a Refers to best seeing eye
b The ophthalmologists answered this question even for patients who were mildly visually impaired although their visual acuity was normal per definition, i.e. ≥ 0.5
Changes in visual acuity from diabetes diagnosis until 6-year follow up
| Visual acuity at diagnosis a | Visual acuity at 6-year follow up a | |||
|---|---|---|---|---|
| Normal | Moderately | Blind | Total | |
| Normal | 720 (92.3) | 48 (6.2) | 12 (1.5) | 780 (96.7) |
| Moderately impaired | 14 (56.0) | 5 (20.0) | 6 (24.0) | 25 (3.1) |
| Blind | 0 (0) | 1 (50.0) | 1 (50.0) | 2 (0.2) |
| Total | 734 (90.9) | 54 (6.7) | 19 (2.4) | 807 (100) |
Data are numbers (row- and column-%)
a Refers to best seeing eye at diabetes diagnosis and 6-year follow up, respectively
Prevalence of diabetic retinopathy at diabetes diagnosis and at 6-year follow up
| Diabetic retinopathy at 6-year follow up a | ||||||
|---|---|---|---|---|---|---|
| Diabetic retinopathy at | No diabetic | Background retinopathy | ||||
| Microaneurysms | Without | With | Proliferative | Total | ||
| No diabetic retinopathy | 680 (88.3) | 46 (6.0) | 32 (4.2) | 10 (1.3) | 2 (0.3) | 770 (96.0) |
| Background retinopathy | ||||||
| Microaneurysms only | 2 (20.0) | 3 (30.0) | 4 (40.0) | 1 (10.0) | 0 (0) | 10 (1.2) |
| Without maculopathy | 8 (47.1) | 1 (5.9) | 3 (17.6) | 1 (5.9) | 4 (23.5) | 17 (2.1) |
| With maculopathy | 0 (0) | 1 (20.0) | 0 (0) | 3 (60.0) | 1 (20.0) | 5 (0.6) |
| Proliferative retinopathy | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
| Total | 690 (86.0) | 51 (6.4) | 39 (4.9) | 15 (1.9) | 7 (0.9) | 802 (100) |
Data are numbers (row- and column-%)
a Refers to the eye with the most pronounced diabetic retinopathy at diabetes diagnosis and 6-year follow up, respectively
b Among these, 2 patients with new vessels on the optic disc
Visual acuity and retinopathy 6 years after diabetes diagnosis
| Visual acuity a | ||||
|---|---|---|---|---|
| Normal | Moderately impaired | Blind | All patients | |
| Retinopathy a | ||||
| Diabetic retinopathy | ||||
| Microaneurysms only | 46 (6.3) | 5 (9.3) | 0 (0) | 51 (6.3) |
| Further diabetic retinopathy b | 48 (6.5) | 10 (18.5) | 3 (18.8) | 61 (7.6) |
| Age-related macular degeneration, AMD | 65 (8.9) | 20 (37.0) | 11 (57.9) | 96 (11.9) |
| Other retinopathy | 44 (6.0) | 0 (0) | 2 (10.5) | 46 (5.7) |
| No retinopathy | 541 (73.7) | 23 (42.6) | 1 (6.3) | 565 (70.3) |
Data are numbers (column-%)
a Refers to best seeing eye
b Among patients with normal eye sight, impaired eye sight and blindness there are 4, 2 and 1 patient, respectively, with proliferative retinopathy
Figure 2Vision loss during the first 6 years after diabetes diagnosis according to all statistically significant predictors at diagnosis except fasting triglycerides and self-rated health. The curves are defined by medians of decimal acuity (interquartile ranges) at diagnosis and 6 years later. a Diabetic retinopathy: no retinopathy (green); microaneurysms only (blue); further retinopathy (red). b Age-related macular degeneration: no (green); yes (red). c Cataract: no (green); yes (red). d Age, years: 40- < 60 (green); 60- < 70 (blue); ≥ 70 (red). e Living alone: no (green); yes (red). f Physical activity: moderate/high (green); low (red).