| Literature DB >> 31749968 |
Volkert Siersma1, Rasmus Køster-Rasmussen1, Christine Bruun1, Niels de Fine Olivarius1, Audun Brunes2.
Abstract
Objective: To evaluate whether visual acuity impairment was an independent predictor of mortality in patients with type 2 diabetes. Research design and methods: This is a 19-year follow-up of a cohort of 1241 patients newly diagnosed with type 2 diabetes and aged 40 years or over. Visual acuity was assessed by practicing ophthalmologists both at diabetes diagnosis and after 6 years. The logarithmic value of the visual acuity (logMAR) was the exposure. Multivariable Cox regression models were adjusted for multiple potential confounders including cardiovascular disease, and censored for potential mediators, that is, fractures/trauma. Primary outcomes were from national registers: all-cause mortality and diabetes-related mortality.Entities:
Keywords: mortality; type 2 diabetes; vision impairment
Mesh:
Year: 2019 PMID: 31749968 PMCID: PMC6827812 DOI: 10.1136/bmjdrc-2018-000638
Source DB: PubMed Journal: BMJ Open Diabetes Res Care ISSN: 2052-4897
Figure 1Patient flow through study.
Patient characteristics at diabetes diagnosis and 6 years later according to visual acuity
| Visual acuity in best seeing eye at diabetes diagnosis | Visual acuity in best seeing eye 6 years after diabetes diagnosis | |||||||
| Blind | MSVI | Normal | P value* | Blind | MSVI | Normal | P value* | |
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| Male sex | 3 (27.3) | 28 (41.8) | 622 (53.5) | 0.042 | 7 (33.3) | 17 (30.4) | 422 (53.4) | 0.0009 |
| Age (years) | 78.7 (71.9–86.4) | 78.1 (72.6–83.0) | 64.4 (55.2–72.6) | <0.0001 | 79.7 (72.7–87.1) | 80.3 (75.6–85.8) | 67.1 (58.6–74.5) | <0.0001 |
| Diabetes duration (years) | – | – | – | – | 5.5 (4.9–5.8) | 5.5 (5.0–5.9) | 5.4 (4.9–6.0) | 0.67 |
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| Familial disposition to T2DM | 6 (75.0) | 20 (32.3) | 440 (41.7) | 0.052 | 7 (33.3) | 25 (47.2) | 305 (42.7) | 0.55 |
| Living alone | 9 (81.8) | 35 (53.9) | 340 (29.8) | <0.0001 | 11 (52.4) | 34 (60.7) | 192 (24.7) | <0.0001 |
| Basic education only | 9 (81.8) | 54 (87.1) | 872 (78.3) | 0.24 | 18 (85.7) | 46 (83.6) | 588 (77.4) | 0.38 |
| Residence | 0.33 | 0.82 | ||||||
| Copenhagen | 5 (50.0) | 31 (47.7) | 450 (40.4) | 7 (36.8) | 24 (45.3) | 292 (38.7) | ||
| Bigger towns | 5 (50.0) | 22 (33.9) | 403 (36.2) | 7 (36.8) | 20 (37.7) | 287 (38.1) | ||
| Countryside | 0 (0.0) | 12 (18.5) | 261 (23.4) | 5 (26.3) | 9 (17.0) | 175 (23.2) | ||
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| Diagnostic plasma glucose (mmol/L) | 13.1 (10.1–14.5) | 13.7 (10.3–18.8) | 13.7 (10.7–17.0) | 0.79 | ||||
| Hemoglobin A1c (fraction, %)† | 7.9 (7.7–9.1) | 8.5 (8.0–10.1) | 8.7 (7.8–9.9) | 0.43 | ||||
| Total cholesterol (mmol/L) | 5.7 (5.2–7.0) | 6.1 (5.2–6.6) | 6.2 (5.4–7.2) | 0.075 | 6.1 (5.6–6.8) | 5.8 (4.8–6.6) | 6.0 (5.3–6.9) | 0.12 |
| Fasting triglycerides (mmol/L) | 1.87 (1.40–3.07) | 2.03 (1.41–2.54) | 1.98 (1.40–2.90) | 0.79 | 2.19 (1.46–3.21) | 1.57 (1.17–2.47) | 1.77 (1.25–2.60) | 0.20 |
| Microalbuminuria | 6 (66.7) | 37 (56.9) | 453 (40.3) | 0.009 | 8 (42.1) | 23 (46.0) | 293 (38.8) | 0.58 |
| Serum creatinine (μmol/L) | 90 (83–107) | 97 (83–120) | 88 (79–100) | 0.0003 | 97 (80–121) | 95 (83–106) | 89 (80–102) | 0.11 |
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| Height (cm) | 157 (150–170) | 163 (158–172) | 167 (161–174) | 0.0013 | 162 (158–170) | 161 (157–167) | 167 (162–174) | <0.0001 |
| Height, women (cm) | 155 (150–158) | 159 (155–163) | 161 (157–165) | 0.0040 | 160 (156–163) | 159 (156–162) | 162 (158–165) | 0.0025 |
| Height, men (cm) | 173 (170–173) | 174 (167–180) | 173 (168–178) | 0.93 | 174 (167–178) | 172 (169–177) | 173 (169–178) | 0.91 |
| Weight (kg) | 73.0 (53.4–81.0) | 73.5 (64.0–86.7) | 82.0 (72.0–92.8) | 0.0002 | 70.5 (60.5–82.6) | 70.7 (63.0–82.0) | 80.8 (70.3–91.5) | <0.0001 |
| Weight, women (kg) | 66.2 (52.6–75.2) | 67.5 (60.8–78.0) | 77.0 (67.2–89.0) | 0.0007 | 63.8 (58.0–78.5) | 66.0 (60.0–74.8) | 74.6 (66.0–87.0) | <0.0001 |
| Weight, men (kg) | 95.0 (80.0–100.0) | 81.3 (74.3–94.9) | 86.0 (77.3–96.0) | 0.36 | 84.3 (73.0–89.1) | 83.8 (75.3–90.6) | 85.0 (76.0–94.0) | 0.71 |
| Hypertension | 10 (90.9) | 58 (86.6) | 852 (73.3) | 0.024 | 15 (75.0) | 47 (87.0) | 559 (71.4) | 0.044 |
| Resting heart rate (bpm) | 76 (68–96) | 76 (72–84) | 76 (68–84) | 0.33 | 82 (72–88) | 72 (68–80) | 72 (68–80) | 0.023 |
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| Smoking | 0.0013 | 0.10 | ||||||
| Never | 8 (80.0) | 23 (35.4) | 341 (29.9) | 10 (52.6) | 22 (44.9) | 245 (32.4) | ||
| Previous | 1 (10.0) | 29 (44.6) | 401 (35.1) | 5 (26.3) | 18 (36.7) | 276 (36.5) | ||
| Current | 1 (10.0) | 13 (20.0) | 400 (35.0) | 4 (21.1) | 9 (18.4) | 235 (31.1) | ||
| Physical activity | <0.0001 | <0.0001 | ||||||
| Low | 8 (72.7) | 30 (46.2) | 285 (25.0) | 12 (63.2) | 26 (53.1) | 189 (25.0) | ||
| Moderate | 3 (27.3) | 33 (50.7) | 778 (68.3) | 7 (36.8) | 22 (44.9) | 499 (66.0) | ||
| High | 0 (0.0) | 2 (3.1) | 77 (6.7) | 0 (0.0) | 1 (2.0) | 68 (9.0) | ||
| Structured personal diabetes care | 6 (54.6) | 38 (56.7) | 632 (54.3) | 0.93 | 17 (81.0) | 31 (55.4) | 446 (56.5) | 0.079 |
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| Peripheral neuropathy | 3 (27.3) | 20 (29.9) | 209 (18.2) | 0.048 | 9 (47.4) | 23 (44.2) | 178 (23.1) | 0.0002 |
| Cardiovascular disease | 7 (63.6) | 30 (45.5) | 330 (29.0) | 0.0009 | 6 (35.3) | 32 (62.8) | 232 (31.3) | <0.0001 |
| Cancer (former or present) | 0 (0.0) | 3 (4.6) | 68 (6.0) | 0.64 | 3 (14.3) | 10 (17.9) | 73 (9.2) | 0.091 |
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| Age-related macular degeneration | 7 (63.6) | 30 (44.8) | 117 (10.1) | <0.0001 | 12 (57.1) | 21 (37.5) | 67 (8.5) | <0.0001 |
| Cataract | 4 (36.4) | 55 (82.1) | 278 (24.2) | <0.0001 | 10 (55.6) | 39 (70.9) | 245 (32.0) | <0.0001 |
| Diabetic retinopathy | 0.0033 | 0.0023 | ||||||
| None | 8 (72.7) | 65 (97.0) | 1113 (96.0) | 14 (77.8) | 41 (73.2) | 690 (87.3) | ||
| Microaneurysms only | 1 (9.1) | 0 (0.0) | 13 (1.1) | 0 (0.0) | 5 (8.9) | 47 (6.0) | ||
| Further retinopathy | 2 (18.2) | 2 (3.0) | 34 (2.9) | 4 (22.2) | 10 (17.9) | 53 (6.7) | ||
| Other retinopathy | 1 (9.1) | 7 (10.5) | 104 (8.9) | 0.92 | 2 (9.5) | 0 (0.0) | 49 (6.2) | 0.13 |
| Eye pressure | 0.61 | 0.48 | ||||||
| <16 mm Hg | 5 (45.5) | 19 (32.2) | 345 (33.1) | 9 (50.0) | 15 (31.3) | 216 (32.1) | ||
| 16 to <20 mm Hg | 4 (36.4) | 29 (49.2) | 559 (53.7) | 8 (44.4) | 25 (52.1) | 371 (55.1) | ||
| ≥20 mm Hg | 2 (18.2) | 11 (18.6) | 138 (13.2) | 1 (5.6) | 8 (16.6) | 86 (12.8) | ||
Values are numbers (%) or medians (IQR).
*The characteristics are compared between the three categories with χ2 tests or Wilcoxon signed-rank tests, respectively.
†Reference range: 5.4%–7.4%.
MSVI, moderate to severe visual impairment; T2DM, type 2 diabetes mellitus.
Figure 2Kaplan-Meier plot of all-cause mortality from diabetes diagnosis (A) and from follow-up after 6 years (B) in categories of visual acuity: normal vision (red), impaired vision (blue), and blind (purple).
The predictive value of visual acuity at diabetes diagnosis and 6 years later for the two primary outcomes: all-cause death and diabetes-related death
| Period I (6 years) | Period II (13 years) | |||||
| n | HR (95% CI) | P value | n | HR (95% CI) | P value | |
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| Unadjusted | 1241 | 1.64 (1.47 to 1.84) | <0.0001 | 867 | 1.53 (1.42 to 1.65) | <0.0001 |
| Adjusted for: | ||||||
| A | 1241 | 1.31 (1.11 to 1.55) | 0.0019 | 867 | 1.16 (1.04 to 1.28) | 0.0053 |
| A+B | 1051 | 1.24 (1.02 to 1.51) | 0.032 | 734 | 1.14 (1.02 to 1.28) | 0.025 |
| A+C | 1177 | 1.63 (1.23 to 2.15) | 0.0006 | 746 | 1.11 (0.99 to 1.24) | 0.073 |
| A+D | 1235 | 1.28 (1.07 to 1.53) | 0.0074 | 840 | 1.14 (1.02 to 1.27) | 0.018 |
| A+E | 1213 | 1.27 (1.05 to 1.53) | 0.015 | 818 | 1.08 (0.97 to 1.21) | 0.16 |
| A+F | 1198 | 1.26 (1.07 to 1.50) | 0.0071 | 783 | 1.09 (0.96 to 1.24) | 0.20 |
| A+G | 1101 | 1.32 (1.04 to 1.68) | 0.025 | 718 | 1.28 (1.10 to 1.47) | 0.0006 |
| A+C+E+F* | 1134 | 1.51 (1.12 to 2.03) | 0.0074 | 678 | 1.03 (0.89 to 1.20) | 0.70 |
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| Unadjusted | 1241 | 1.61 (1.39 to 1.87) | <0.0001 | 863 | 1.59 (1.46 to 1.74) | <0.0001 |
| Adjusted for: | ||||||
| A | 1241 | 1.20 (0.93 to 1.54) | 0.16 | 863 | 1.23 (1.10 to 1.37) | 0.0004 |
| A+B | 1051 | 1.10 (0.82 to 1.48) | 0.52 | 731 | 1.22 (1.07 to 1.38) | 0.0021 |
| A+C | 1177 | 1.36 (0.94 to 1.97) | 0.11 | 743 | 1.17 (1.03 to 1.33) | 0.018 |
| A+D | 1235 | 1.15 (0.88 to 1.51) | 0.29 | 836 | 1.23 (1.09 to 1.39) | 0.0007 |
| A+E | 1213 | 1.12 (0.83 to 1.50) | 0.46 | 815 | 1.14 (1.00 to 1.29) | 0.046 |
| A+F | 1198 | 1.13 (0.87 to 1.47) | 0.35 | 782 | 1.12 (0.96 to 1.31) | 0.14 |
| A+G | 1101 | 1.17 (0.86 to 1.59) | 0.32 | 714 | 1.33 (1.13 to 1.56) | 0.0004 |
| A+C+E+F* | 1134 | 1.16 (0.77 to 1.75) | 0.49 | 681 | 1.05 (0.89 to 1.25) | 0.55 |
Values are numbers and HRs for a 1 unit increase in logMAR (the logarithmic value of visual acuity of the best seeing eye) from multivariable Cox regression models on time to death/event. Models were adjusted for groups of possible confounders: (A) background variables: sex and age; (B) sociodemographics: familial disposition to diabetes mellitus, living alone, education, and residence; (C) biochemical risk factors: diagnostic fasting plasma glucose (for period I), hba1c (for period II), total cholesterol, fasting triglycerides, urinary albumin, and serum creatinine; (D) clinical risk factors: height (in interaction with sex), weight (in interaction with sex), hypertension, and resting heart rate; (E) lifestyle variables: smoking, physical activity and trial arm; (F) chronic conditions: peripheral neuropathy, cardiovascular disease, and cancer (former or present); (G) eye pathologies: age-related macular degeneration (AMD), cataract, diabetic retinopathy, other retinopathy, and eye pressure.
*The combination of the groups of confounders presented in the final multivariable model was determined by sequential backward elimination of the groups for which the p value of the corresponding likelihood ratio test was higher than 0.05, until all remaining tests had p<0.05. Adjustments after backward elimination turned out to be the same for period I and period II for diabetes-related death, but the adjustment for all-cause death in period II was A+C+D+E+F.
The predictive value of visual acuity at diabetes diagnosis and 6 years later for the secondary outcome: fractures/trauma
| Period I (6 years) | Period II (13 years) | |||||
| n | HR (95% CI) | P value | n | HR (95% CI) | P value | |
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| Unadjusted | 1123 | 1.81 (1.48 to 2.22) | <0.0001 | 731 | 1.25 (1.04 to 1.49) | 0.015 |
| Adjusted for: | ||||||
| A | 1123 | 1.70 (1.34 to 2.16) | <0.0001 | 731 | 0.99 (0.76 to 1.27) | 0.91 |
| A+B | 952 | 1.62 (1.23 to 2.13) | 0.0006 | 613 | 0.91 (0.66 to 1.24) | 0.54 |
| A+C | 1065 | 1.67 (1.04 to 2.69) | 0.033 | 632 | 0.98 (0.75 to 1.29) | 0.91 |
| A+D | 1117 | 1.69 (1.30 to 2.18) | <0.0001 | 712 | 0.96 (0.74 to 1.25) | 0.78 |
| A+E | 1097 | 1.66 (1.27 to 2.17) | 0.0002 | 694 | 0.90 (0.68 to 1.20) | 0.47 |
| A+F | 1083 | 1.69 (1.32 to 2.17) | <0.0001 | 667 | 0.96 (0.71 to 1.29) | 0.78 |
| A+G | 1001 | 1.92 (1.29 to 2.86) | 0.0013 | 611 | 1.04 (0.71 to 1.51) | 0.84 |
| A+B+ D* | 947 | 1.59 (1.18 to 2.15) | 0.0024 | 731 | 0.99 (0.76 to 1.27) | 0.91 |
Values are numbers and HRs for a 1 unit increase in logMAR (the logarithmic value of visual acuity of the best seeing eye) from multivariable Cox regression models on time to death/event. Models were adjusted for groups of possible confounders: (A) background variables: sex and age; (B) sociodemographics: familial disposition to diabetes mellitus, living alone, education, and residence; (C) biochemical risk factors: diagnostic fasting plasma glucose (for period I), hba1c (for period II), total cholesterol, fasting triglycerides, urinary albumin, and serum creatinine; (D) clinical risk factors: height (in interaction with sex), weight (in interaction with sex), hypertension, and resting heart rate; (E) lifestyle variables: smoking, physical activity and trial arm; (F) chronic conditions: peripheral neuropathy, cardiovascular disease, and cancer (former or present); (G) eye pathologies: age-related macular degeneration (AMD), cataract, diabetic retinopathy, other retinopathy, and eye pressure.
*The combination of the groups of confounders presented in the final multivariable model was determined by sequential backward elimination of the groups for which the p value of the corresponding likelihood ratio test was higher than 0.05, until all remaining tests had p<0.05. Adjustments after backward elimination turned out to be the same for period I and period II.