| Literature DB >> 34337073 |
Sayaka Wakabayashi Sugawa1,2, Yoko Yoshida1, Yusuke Hikima2, Haruhiko Sato2, Akira Shimada2, Mitsuhiko Noda2,3, Akifumi Kushiyama1,4.
Abstract
MATERIALS AND METHODS: Our study design was a retrospective observational study. Subjects with type 2 diabetes diagnosed with either simple or preproliferative diabetic retinopathy by ophthalmologists at their first visit and followed up for 6-18 months thereafter were included and divided into worsening and nonworsening groups. Thereafter, baseline characteristics and changes in HbA1c and therapy over a year were investigated.Entities:
Mesh:
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Year: 2021 PMID: 34337073 PMCID: PMC8313317 DOI: 10.1155/2021/7572326
Source DB: PubMed Journal: J Diabetes Res Impact factor: 4.011
Summary of the clinical characteristics of patients with simple and preproliferative diabetic retinopathy.
| SDR | PPDR | |||||
|---|---|---|---|---|---|---|
| Total | Nonworsening | Worsening | Total | Nonworsening | Worsening | |
| ( | ( | ( | ( | ( | ( | |
| Age (years) | 58 ± 10 | 59 ± 10 | 54 ± 11 | 52 ± 8 | 52 ± 8 | 53 ± 9 |
| Sex (% male) | 80 | 76 | 94 | 79 | 82 | 67 |
| Duration of diabetes (years) | 9 < 4, 15> | 10 < 4, 17> | 7 < 1, 11> | 9 < 3, 15> | 9 < 4, 15> | 7 < 1, 13> |
| Body mass index (kg/m2) | 25.0 ± 3.8 | 25.2 ± 3.8 | 24.1 ± 3.6 | 25.8 ± 4.9 | 26.1 ± 5.3 | 24.6 ± 2.4 |
| Newly diagnosed diabetes (%) | 14 | 13 | 18 | 6 | 5 | 11 |
| Previous medication (%) | 33/5/45/17 | 30/3/46/21 | 47/12/41/0 | 36/13/36/15 | 26/16/42/16 | 78/0/11/11 |
| New intervention (%) | 64/6/15/15 | 70/6/11/13 | 35/12/29/24 | 62/11/4/23 | 68/11/0/21 | 33/11/22/33 |
| Therapy intensification (% yes) | 36 | 30 | 65 | 38 | 32 | 67 |
| Use of statins (%) | 28 | 30 | 24 | 36 | 37 | 33 |
| Use of antihypertensive agents (%) | 53 | 59 | 29 | 51 | 45 | 78 |
| Baseline HbA1c (%) | 9.1 ± 2.0 | 8.9 ± 1.9 | 10.3 ± 1.8 | 9.5 ± 1.9 | 9.4 ± 1.9 | 9.8 ± 2.3 |
| 3 M HbA1c (%) | 7.4 ± 1.1 | 7.3 ± 0.9 | 7.8 ± 1.5 | 7.6 ± 1.2 | 7.8 ± 1.3 | 7.0 ± 0.7 |
| 6 M HbA1c (%) | 7.2 ± 1.1 | 7.1 ± 1.0 | 7.4 ± 1.4 | 7.3 ± 1.1 | 7.4 ± 1.0 | 6.9 ± 1.2 |
| 12 M HbA1c (%) | 7.1 ± 1.0 | 7.1 ± 0.9 | 7.0 ± 1.2 | 7.4 ± 1.1 | 7.5 ± 1.1 | 6.8 ± 0.9 |
|
| −1.7 ± 1.8 | −1.5 ± 1.8 | −2.5 ± 1.5 | −1.9 ± 1.9 | −1.7 ± 1.8 | −2.8 ± 2.2 |
|
| −1.9 ± 2.0 | −1.7 ± 1.9 | −2.9 ± 2.0 | −2.2 ± 1.9 | −2.1 ± 1.7 | −2.9 ± 2.6 |
|
| −1.9 ± 2.0 | −1.7 ± 2.0 | −3.1 ± 1.7 | −2.1 ± 1.8 | −1.9 ± 1.6 | −3.0 ± 2.2 |
| Baseline systolic blood pressure (mmHg) | 137 ± 18 | 138 ± 19 | 135 ± 16 | 142 ± 24 | 142 ± 23 | 142 ± 29 |
| Baseline diastolic blood pressure (mmHg) | 81 ± 14 | 81 ± 14 | 83 ± 11 | 85 ± 15 | 86 ± 15 | 81 ± 15 |
| Baseline triglyceride (mg/dL) | 146 < 104, 239> | 164 < 104, 243> | 137 < 89, 163> | 124 < 85, 173> | 131 < 85, 198> | 102 < 78, 148> |
| Baseline total cholesterol (mg/dL) | 210 ± 63 | 212 ± 64 | 203 ± 56 | 208 ± 45 | 206 ± 49 | 217 ± 24 |
| Baseline high density lipoprotein (mg/dL) | 51 ± 13 | 52 ± 14 | 50 ± 12 | 55 ± 14 | 54 ± 14 | 60 ± 11 |
| Baseline low density lipoprotein (mg/dL) | 116 ± 36 | 113 ± 30 | 126 ± 55 | 122 ± 41 | 123 ± 44 | 120 ± 19 |
| Baseline non-high-density lipoprotein (mg/dL) | 159 ± 63 | 161 ± 65 | 152 ± 57 | 153 ± 44 | 152 ± 47 | 156 ± 26 |
| Creatinine (mg/dL) | 0.8 ± 0.3 | 0.8 ± 0.3 | 0.7 ± 0.2 | 0.7 ± 0.2 | 0.7 ± 0.2 | 0.7 ± 0.2 |
| Uric acid (mg/dL) | 5.2 ± 1.2 | 5.2 ± 1.1 | 5.1 ± 1.4 | 5.4 ± 1.3 | 5.4 ± 1.4 | 5.5 ± 0.9 |
| Urinary albumin/creatinine ratio (mg/gCre) | 12 < 7, 36> | 11 < 6, 32> | 13 < 11, 50> | 29 < 11, 110> | 29 < 11, 122> | 35 < 16, 99> |
Variables are expressed as mean ± standard deviation or median < 1st quartile, 3rd quartile>. †Nonsulfonylurea. ‡Sulfonylurea.
Univariate logistic regression analysis for retinopathy progression in patients with simple diabetic retinopathy.
| OR | 95% CI |
| AUC | Cutoff value | |
|---|---|---|---|---|---|
| Age (+1 years) | 0.95 | 0.90–1.00 | 0.09 | ||
| Sex (males) | 5.03 | 0.92–94 | 0.13 | ||
| Diabetes duration (+1 years) | 0.93 | 0.85–0.99 | 0.05 | ||
| Body mass index (+1 kg/m2) | 0.92 | 0.79–1.06 | 0.28 | ||
| Newly diagnosed diabetes (yes) | 1.48 | 0.30–5.72 | 0.59 | ||
| New intervention (nonsulfonylurea vs. none) | 4.17 | 0.50–26.8 | 0.16 | ||
| New intervention (sulfonylurea vs. none) | 5.21 | 1.25–21.7 | 0.02* | ||
| New intervention (insulin vs. none) | 3.70 | 0.81–15.8 | 0.09 | ||
| Therapy intensification (yes) | 4.37 | 1.47–14.2 | 0.01* | ||
| Use of statins (yes) | 0.73 | 0.19–2.35 | 0.62 | ||
| Use of antihypertensive agents (yes) | 0.29 | 0.08–0.86 | 0.03* | ||
| Baseline HbA1c (+1%) | 1.44 | 1.10–1.94 | 0.01* | 0.73 | 9.8 |
| 3 M HbA1c (+1%) | 1.51 | 0.92–2.54 | 0.10 | ||
| 6 M HbA1c (+1%) | 1.25 | 0.75–2.07 | 0.39 | ||
| 12 M HbA1c (+1%) | 0.90 | 0.49–1.60 | 0.74 | ||
|
| 1.34 | 1.00–1.82 | 0.05 | 0.71 | −1.6 |
|
| 1.31 | 1.00–1.74 | 0.048* | 0.69 | −1.5 |
|
| 1.38 | 1.06–1.83 | 0.02* | 0.75 | −1.6 |
|
| 2.04 | 1.12–4.30 | 0.03* | 0.67 | −0.6 |
|
| 2.96 | 1.34–6.96 | 0.01* | 0.73 | −0.4 |
| Baseline systolic blood pressure (mmHg) | 0.99 | 0.96–1.02 | 0.61 | ||
| Baseline diastolic blood pressure (mmHg) | 1.01 | 0.97–1.05 | 0.60 | ||
| Baseline triglyceride (mg/dL) | 1.00 | 0.99–1.00 | 0.16 | ||
| Baseline total cholesterol (mg/dL) | 1.00 | 0.99–1.01 | 0.57 | ||
| Baseline high density lipoprotein (mg/dL) | 0.99 | 0.95–1.03 | 0.70 | ||
| Baseline low density lipoprotein (mg/dL) | 1.01 | 0.99–1.03 | 0.25 | ||
| Baseline non-high-density lipoprotein (mg/dL) | 1.00 | 0.98–1.01 | 0.61 | ||
| Creatinine (mg/dL) | 0.27 | 0.02–2.28 | 0.30 | ||
| Uric acid (mg/dL) | 0.91 | 0.57–1.42 | 0.67 | ||
| Urinary albumin/creatinine ratio (mg/gCre) | 1.00 | 0.99–1.00 | 0.91 |
* p < 0.05.
Figure 1Rates of previous medication and new interventions in a patient with simple diabetic retinopathy (a, b) and preproliferative diabetic retinopathy (c, d). Cochran–Armitage trend test was performed, with p < 0.05 indicating statistical significance (∗). The X-axis classifies patients into four categories: none (1), nonsulfonylurea (2), sulfonylurea (3), or insulin (4). The width represents the number of patients classified. The Y-axis indicates the number of patients classified into two categories: worsening (blue) or nonworsening (red). Among patients with SDR, those who received no previous medication tended to have worsening retinopathy (a). New intervention tended to significantly intensify in worsening patients with SDR (b). Among patients with PPDR, those who received no previous medication tended to have worsening retinopathy (c).
Multivariate logistic regression analysis of possible factors for retinopathy progression in patients with simple diabetic retinopathy.
| OR | 95% CI |
| ||
|---|---|---|---|---|
| Model |
| 1.30 | 0.92–1.89 | 0.14 |
|
| ||||
| Model |
| 0.84 | 0.43–1.55 | 0.58 |
| Baseline HbA1c (+1%) | 1.61 | 0.95–2.97 | 0.08 | |
|
| ||||
| Model |
| 1.15 | 0.78–1.72 | 0.48 |
| Therapy intensification (yes) | 2.97 | 0.73–12.8 | 0.13 | |
|
| ||||
| Model |
| 0.81 | 0.40–1.50 | 0.51 |
| Baseline HbA1c (+1%) | 1.51 | 0.87–2.83 | 0.15 | |
| Therapy intensification (yes) | 2.38 | 0.55–10.3 | 0.25 | |
|
| ||||
| Model |
| 1.24 | 0.91–1.73 | 0.17 |
|
| ||||
| Model |
| 0.81 | 0.44–1.44 | 0.46 |
| Baseline HbA1c (+1%) | 1.67 | 0.94–3.07 | 0.08 | |
|
| ||||
| Model |
| 1.10 | 0.77–1.58 | 0.60 |
| Therapy intensification (yes) | 3.19 | 0.74–14.6 | 0.12 | |
|
| ||||
| Model |
| 0.75 | 0.40–1.37 | 0.36 |
| Baseline HbA1c (+1%) | 1.59 | 0.88–2.96 | 0.13 | |
| Therapy intensification (yes) | 2.73 | 0.60–12.4 | 0.19 | |
|
| ||||
| Model |
| 1.42 | 1.04–2.03 | 0.03* |
|
| ||||
| Model |
| 1.25 | 0.66–2.50 | 0.50 |
| Baseline HbA1c (+1%) | 1.16 | 0.59–2.22 | 0.66 | |
|
| ||||
| Model |
| 1.29 | 0.91–1.90 | 0.17 |
| Therapy intensification (yes) | 2.48 | 0.57–11.3 | 0.23 | |
|
| ||||
| Model |
| 1.20 | 0.62–2.43 | 0.58 |
| Baseline HbA1c (+1%) | 1.09 | 0.55–2.12 | 0.81 | |
| Therapy intensification (yes) | 2.41 | 0.54–10.7 | 0.25 | |
|
| ||||
| Model baseline HbA1c | Baseline HbA1c (+1%) | 1.38 | 1.02–1.92 | 0.04* |
|
| ||||
| Model therapy intensification | Therapy intensification (yes) | 3.21 | 0.94–11.7 | 0.06 |
|
| ||||
| Model baseline HbA1c + therapy intensification | Baseline HbA1c (+1%) | 1.26 | 0.90–1.80 | 0.19 |
| Therapy intensification (yes) | 2.59 | 0.62–11.2 | 0.19 | |
* p < 0.05.
Figure 2Two-dimensional density plots and regression line of baseline HbA1c and ΔHbA1c comparing the retinopathy worsening (blue) and nonworsening (red) groups in patients with simple diabetic retinopathy (SDR). The X-axis represents baseline HbA1c level, whereas the Y-axis represents Δ3 M HbA1c (a), Δ6 M HbA1c (b), or Δ12 M HbA1c (c). High baseline HbA1c was associated with lower levels of Δ3 M HbA1c, Δ6 M HbA1c, and Δ12 M HbA1c. The worsening group had greater baseline HbA1c distribution at the high region and greater Δ3 M HbA1c, Δ6 M HbA1c, and Δ12 MHbA1c distribution at the low region compared to the nonworsening group.