| Literature DB >> 27478342 |
Taewoong Um1, Dong Hoon Lee2, Joon-Won Kang3, Eun Young Kim4, Young Hee Yoon5.
Abstract
Both diabetic retinopathy (DR) and coronary heart disease (CHD) are clinically significant in diabetic patients. We investigated the correlation between the severity of DR and the presence and severity of CHD among type 2 diabetic patients. A total of 175 patients who were examined at the DR clinic and underwent dual-source computed tomography (DSCT) angiography within 6 months were included. The degree of DR was graded as no DR, nonproliferative DR (NPDR), and proliferative DR (PDR). The severity of CHD and the numbers of significant stenotic coronary artery on DSCT angiography according to DR grade were assessed. The mean Agatston Calcium Score (ACS) in patients with PDR was significantly higher than other groups (P < 0.001). The overall odds of an ACS increase were about 4.7-fold higher in PDR group than in no DR group (P < 0.001). In PDR group, in comparison with in no DR, the odds of having 1 or 2 arterial involvement were 3-fold higher (P = 0.044), and those of having 3 were 17-fold higher (P = 0.011). The c-index, one of the predictability values in regression analysis model, was not significantly increased when PDR was added to classical CHD risk factors (0.671 to 0.706, P = 0.111). Conclusively, patients with PDR develop a greater likelihood of not only having CHD, but being more severe nature. PDR has no additional effect to classical CHD risk factors for predicting CHD.Entities:
Keywords: Coronary Heart Disease; Diabetic Retinopathy; Type 2 Diabetes
Mesh:
Year: 2016 PMID: 27478342 PMCID: PMC4951561 DOI: 10.3346/jkms.2016.31.8.1292
Source DB: PubMed Journal: J Korean Med Sci ISSN: 1011-8934 Impact factor: 2.153
Baseline characteristics of the study patients
| Parameters | No DR (n = 38) | NPDR (n = 88) | PDR (n = 49) | |
|---|---|---|---|---|
| Age, yr | 63.4 ± 7.3 | 63.8 ± 8.4 | 61.9 ± 11.5 | 0.517 |
| Sex (M:F) | 17 (45%):21 (55%) | 46 (52%):42 (58%) | 29 (59%):20 (41%) | 0.407 |
| HbA1c (NGSP) (%) | 7.2 ± 0.9 | 7.8 ± 1.5 | 8.3 ± 1.6 | 0.003 |
| HbA1c (IFCC), mmol/mol | 55.0 ± 10.0 | 62.0 ± 17.0 | 67.0 ± 16.5 | |
| LDL, mg/dL | 98.5 ± 30.6 | 91.4 ± 34.1 | 91.9 ± 34.6 | 0.550 |
| HDL, mg/dL | 50.2 ± 9.2 | 51.1 ± 21.5 | 51.5 ± 23.5 | 0.956 |
| Total cholesterol, mg/dL | 182.5 ± 39.8 | 159.6 ± 37.1 | 162.2 ± 41.5 | 0.011 |
| ACR, mg/g | 12.1 ± 13.5 | 217.8 ± 779.1 | 1,067.2 ± 1,818.7 | 0.082 |
| SBP, mmHg | 127.5 ± 13.5 | 132.0 ± 17.1 | 132.4 ± 18.7 | 0.338 |
| BMI, kg/m2 | 25.4 ± 2.8 | 24.5 ± 3.6 | 25.2 ± 3.2 | 0.322 |
| DM duration, yr | 8.6 ± 5.9 | 16.0 ± 6.8 | 20.3 ± 6.4 | < 0.001 |
| GFR, mL/min/1.73m2 | 75.7 ± 12.5 | 69.8 ± 13.1 | 59.1 ± 23.5 | < 0.001 |
| Statin intake (N:Y) | 25:15 | 60:28 | 29:20 | 0.476 |
| Smoking (N:Y) | 17:15 | 55:24 | 33:15 | 0.224 |
| HTN on medication (N:Y) | 16:22 | 44:44 | 17:32 | 0.216 |
| Proteinuria (N:Y) | 25:4 | 43:21 | 11:21 | 0.001 |
| Renal dysfunction* (N:Y) | 38:0 | 86:2 | 39:10 | < 0.001 |
| Aspirin intake (N:Y) | 17:19 | 38:50 | 20:29 | 0.840 |
| Cardiac symptom (Asymptomatic:Atypical:Typical) | 24:8:6 | 53:14:20 | 27:7:15 | 0.572 |
The ACS, HbA1c, DM duration, and GFR and all other continuous variables were analyzed using the Kruskal Wallis test.
HbA1c, glycated hemoglobin; NGSP, national glycohemoglobin standardization program; IFCC, international federation of clinical chemistry; ACS, Agatston calcium score; LDL, low-density lipoprotein; HDL, high-density lipoprotein; ACR, albumin/creatinine ratio; SBP, systolic blood pressure; BMI, body mass index; GFR, glomerular filtration ratio; HTN, hypertension.
*Renal dysfunction was analyzed using the Fisher’s exact test. All other categorical variables were analyzed by a χ2 test.
Fig. 1Fundus photographs and coronary CT images of representative cases in each diabetic retinopathy category. (A) A patient with no DR (top) and no sign of coronary artery stenosis. The total ACS was zero in this case. (B) A patient with NPDR (top) and significant stenosis in the mLAD artery (yellow arrow) and dLCX artery (green arrow). Calcified plaques are evident in the LAD artery (red arrow) and the total ACS of this case was 159.2. (C) A patient with PDR (top) showing significant stenosis in the dRCA (yellow arrow), LAD artery (red arrow) and pLCX artery (green arrow) with heavy calcified plaques. The total ACS in this patient was 374.6.
DR, diabetic retinopathy; NPDR, non-proliferative DR; PDR, proliferative DR; ACS, Agatston calcium score; mLAD, mid left anterior descending; dLCX, distal left circumflex; dRCA, distal right coronary artery.
Relationship between the cardiovascular state and cardiac symptoms
| Cardiovascular state | Asymptomatic | Atypical | Typical | |
|---|---|---|---|---|
| ACS (mean ± SE) | 88.0 ± 322.2 | 74.8 ± 245.2 | 93.0 ± 279.2 | 0.309 |
| No. of significant stenotic coronary arteries (0:1:2:3) | 65:16:14:9 | 23:4:1:1 | 21:6:3:11 | 0.019 |
The ACS was analyzed using the Kruskal-Wallis test, and the number of significant stenotic coronary arteries was analyzed with the Pearson χ2 test.
ACS, Agatston calcium score; SE, standard error.
Fig. 2Correlation between the number of significant stenotic coronary arteries and the ACS.
ACS, Agatston calcium score.
Relationship between the cardiovascular state and DR severity
| Cardiovascular state | No DR (n = 38) | NPDR (n = 88) | PDR (n = 49) | |
|---|---|---|---|---|
| ACS (mean ± SE) | 170.0 ± 510.6 | 177.7 ± 311.1 | 364.9 ± 520.3 | < 0.001 |
| No. of significant stenotic coronary arteries (0:1:2:3) | 30:4:3:1 | 58:14:8:8 | 21:9:7:12 | 0.011 |
DR, diabetic retinopathy; NPDR, non-proliferative DR; PDR, proliferative DR; ACS, Agatston calcium score; SE, standard error.
Proportional odds model for risk factors affecting the increase in the ACS
| Parameters | OR | 95% Confidence limits | ||
|---|---|---|---|---|
| Age, yr | 1.053 | 1.021 | 1.087 | 0.001 |
| Male | 2.518 | 1.447 | 4.379 | 0.001 |
| NPDR (vs. no DR) | 1.617 | 0.807 | 3.242 | 0.275 |
| PDR (vs. no DR) | 4.747 | 2.139 | 10.534 | < 0.001 |
| Aspirin intake | 2.134 | 1.233 | 3.692 | 0.007 |
ACS, Agatston calcium score; OR, odds ratio; DR, diabetic retinopathy; NPDR, non-proliferative DR; PDR, proliferative DR.
Fig. 3The proportional odds ratio for increasing ACS between PDR, NPDR and no DR group, respectively.
ACS, Agatston calcium score; DR, diabetic retinopathy; NPDR, non-proliferative DR; PDR, proliferative DR.
Multinomial logistic regression analysis of significantly stenotic coronary artery numbers
| Parameters | No. of coronary arteries involved | OR | OR_LL | OR_UL | |
|---|---|---|---|---|---|
| Male (vs. female) | 1 or 2 (vs. 0) | 1.56 | 0.76 | 3.19 | 0.224 |
| 3 (vs. 0) | 3.69 | 1.19 | 11.47 | 0.024 | |
| NPDR (vs. no DR) | 1 or 2 (vs. 0) | 1.48 | 0.56 | 3.91 | 0.428 |
| 3 (vs. 0) | 3.90 | 0.45 | 33.88 | 0.217 | |
| PDR (vs. NPDR) | 1 or 2 (vs. 0) | 2.01 | 0.88 | 4.59 | 0.094 |
| 3 (vs. 0) | 4.26 | 1.45 | 12.51 | 0.008 | |
| PDR (vs. no DR) | 1 or 2 (vs. 0) | 2.98 | 1.03 | 8.65 | 0.044 |
| 3 (vs. 0) | 16.63 | 1.91 | 144.71 | 0.011 | |
| Aspirin intake (vs. no intake) | 1 or 2 (vs. 0) | 1.49 | 0.72 | 3.07 | 0.279 |
| 3 (vs. 0) | 4.53 | 1.35 | 15.26 | 0.015 |
OR, odds ratio; LL, lower limit; UL, upper limit; DR, diabetic retinopathy; NPDR, non-proliferative DR; PDR, proliferative DR.
Fig. 4Odds ratios for significantly stenotic coronary artery numbers among different DR states.
DR: diabetic retinopathy.
The c-index in multinomial logistic regression analysis for predicting CHD*
| Parameters | Regression model with DR (c-index : 0.706) | Regression model without DR (c-index : 0.671) | ||||
|---|---|---|---|---|---|---|
| Estimate | 95% CL | Estimate | 95% CL | |||
| Age | 0.948 | 0.917-0.981 | 0.002 | 0.954 | 0.923-0.985 | 0.004 |
| Male (vs. female) | 0.311 | 0.153-0.633 | 0.001 | 0.28 | 0.139-0.563 | < 0.001 |
| BMI | 1.021 | 0.935-1.116 | 0.642 | 1.01 | 0.925-1.102 | 0.828 |
| Total cholesterol | 0.998 | 0.99-1.006 | 0.642 | 1 | 0.992-1.007 | 0.965 |
| HDL | 1.007 | 0.992-1.021 | 0.376 | 1.007 | 0.992-1.021 | 0.371 |
| SBP | 0.993 | 0.976-1.011 | 0.453 | 0.994 | 0.977-1.011 | 0.479 |
| Smoking | 1.355 | 0.643-2.857 | 0.437 | 1.573 | 0.761-3.251 | 0.395 |
| NPDR (vs. no DR) | 0.697 | 0.325-1.494 | 0.165 | |||
| PDR (vs. no DR) | 0.215 | 0.09-0.515 | < 0.001 | |||
ACS was categorized into five groups (ACS ≥ 400, 100 ≤ ACS < 400, 10 ≤ ACS < 100, 1 ≤ ACS < 10, or 0 ≤ ACS < 1).
CHD, coronary heart disease; ACS, Agatston calcium score; DR, diabetic retinopathy; CL, confidence limits; BMI, body mass index; HDL, high-density lipoprotein; SBP, systolic blood pressure; NPDR, non-proliferative DR; PDR, proliferative DR.
*c-index increase: 0.035, P value = 0.111.