| Literature DB >> 23062182 |
Katerina K Naka1, Katerina Papathanassiou, Aris Bechlioulis, Nikolaos Kazakos, Konstantinos Pappas, Stelios Tigas, Dimitrios Makriyiannis, Agathocles Tsatsoulis, Lampros K Michalis.
Abstract
BACKGROUND: Type 2 diabetes mellitus (T2DM) is independently associated with an increased risk for cardiovascular diseases that is primarily due to the early development of advanced atherosclerotic vascular changes. The aim of our study was to investigate the predictors of vascular dysfunction in T2DM patients.Entities:
Mesh:
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Year: 2012 PMID: 23062182 PMCID: PMC3490819 DOI: 10.1186/1475-2840-11-127
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Characteristics of the studied population (n = 165)
| Age, years | 66 (40, 80) |
| Female gender, n (%) | 116 (70) |
| Time since diagnosis of diabetes, years | 10 (1, 33) |
| Smoking, n (%) | 28 (17) |
| Hypertension, n (%) | 131 (79) |
| Antihypertensive medications, n (%) | 109 (66) |
| ACE-I/ARBs | 84 (51) |
| Calcium channel blockers | 58 (35) |
| Diuretics | 24 (15) |
| Beta blockers | 13 (8) |
| Hypercholesterolemia, n (%) | 150 (91) |
| Statins, n (%) | 48 (29) |
| Oral antidiabetic medication, n (%) | 129 (78) |
| Sulfonylureas | 98 (59) |
| Metformin | 89 (54) |
| Insulin treatment, n (%) | 36 (22) |
| Body mass index, kg/m2 | 30.1 ± 5.5 |
| Fasting glucose, mmoL/L | 9.4 ± 2.7 |
| HbA1c, % | 8.3 ± 1.2 |
| Total cholesterol, mmoL/L | 5.6 ± 1.0 |
| HDL-c, mmoL/L | 1.3 ± 0.3 |
| Triglycerides, mmoL/L | 1.7 ± 0.8 |
| LDL-c, mmoL/L | 3.4 ± 0.9 |
| Creatinine, μmoL/L | 78.7 ± 17.7 |
| Glomerular filtration rate, ml/min/1.73 m2 | 78.1 ± 16.3 |
| High sensitivity C-reactive protein, mg/l | 1.84 (0.31, 9.71) |
| Albumin to Creatinine ratio, mg/mmol | 1.20 (0.18, 34.50) |
| Microalbuminuria, n (%) | 31 (19) |
| Heart rate, beats/min | 72 ± 11 |
| Systolic blood pressure, mmHg | 146 ± 15 |
| Diastolic blood pressure, mmHg | 78 ± 7 |
| Flow-mediated dilation, % | 1.98 ± 1.66 |
| Nitrate-mediated dilation, % | 10.09 ± 3.84 |
| Carotid-femoral pulse wave velocity, m/sec | 10.2 ± 2.2 |
Continuous data are presented as mean ± SD. For not normally distributed variables (age, time since diagnosis of diabetes, high sensitivity C-reactive protein and urine albumin to creatinine ratio) data are presented as median (range). ACE-I, angiotensin converting enzyme inhibitors; ARBs, angiotensin receptor blockers; HbA1c, glycated hemoglobin; HDL-c, high density lipoprotein cholesterol; LDL-c, low density lipoprotein cholesterol.
Associations between vascular measurements (FMD, NMD and PWV) and other continuous parameters in univariate analysis
| *Age, years | −0.155 | −0.319 | 0.465 | |||
| *Time since diagnosis of diabetes, years | −0.254 | −0.272 | 0.254 | |||
| Body mass index, kg/m2 | 0.102 | 0.194 | 0.027 | 0.732 | −0.217 | |
| Fasting glucose, mmoL/L | −0.124 | 0.113 | −0.196 | 0.024 | 0.793 | |
| HbA1c, % | −0.117 | 0.135 | −0.140 | 0.072 | 0.150 | 0.094 |
| Total cholesterol, mmoL/L | −0.058 | 0.459 | 0.082 | 0.297 | −0.131 | 0.142 |
| HDL-c, mmoL/L | −0.101 | 0.197 | −0.005 | 0.952 | −0.053 | 0.555 |
| Triglycerides, mmoL/L | 0.028 | 0.724 | 0.066 | 0.397 | 0.034 | 0.702 |
| LDL-c, mmoL/L | −0.041 | 0.597 | 0.068 | 0.386 | −0.143 | 0.110 |
| Glomerular filtration rate, ml/min/1.73 m2 | 0.073 | 0.351 | 0.209 | −0.274 | ||
| *Albumin to Creatinine ratio, mg/mmol | −0.052 | 0.607 | 0.025 | 0.808 | −0.013 | 0.907 |
| *High sensitivity C-reactive protein, mg/l | 0.021 | 0.807 | −0.121 | 0.161 | 0.057 | 0.556 |
| Heart rate, beats/min | −0.014 | 0.856 | −0.067 | 0.393 | 0.089 | 0.323 |
| Systolic blood pressure, mmHg | −0.121 | 0.122 | −0.231 | 0.305 | ||
| Diastolic blood pressure, mmHg | 0.022 | 0.777 | −0.011 | 0.889 | 0.014 | 0.879 |
*Natural logarithm transformed variables. FMD, flow-mediated dilation of the brachial artery; HbA1c, glycated hemoglobin; HDL-c, high density lipoprotein cholesterol; LDL-c, low density lipoprotein cholesterol; NMD, nitrate-mediated dilation of the brachial artery; PWV, carotid-femoral pulse wave velocity.
Associations of vascular measurements (FMD, NMD and PWV) with categorical parameters
| Gender | ||||||
| Male, n = 49 | 1.92 ± 1.56 | | 10.32 ± 4.52 | | 10.62 ± 2.54 | |
| Female, n = 116 | 2.00 ± 1.71 | 0.772 | 9.99 ± 3.51 | 0.648 | 10.02 ± 2.09 | 0.181 |
| Smoking | ||||||
| Yes, n = 28 | 2.01 ± 1.47 | | 10.33 ± 4.07 | | 10.31 ± 2.58 | |
| No, n = 137 | 1.97 ± 1.70 | 0.900 | 10.04 ± 3.80 | 0.720 | 10.16 ± 2.18 | 0.793 |
| Hypertension | ||||||
| Yes, n = 131 | 1.93 ± 1.65 | | 9.58 ± 3.58 | | 10.47 ± 2.24 | |
| No, n = 34 | 2.14 ± 1.73 | 0.528 | 12.05 ± 4.19 | 9.25 ± 1.98 | ||
| Antihypertensive medications | ||||||
| Yes, n = 109 | 1.84 ± 1.64 | | 9.09 ± 3.33 | | 10.54 ± 2.12 | |
| No, n = 56 | 2.24 ± 1.68 | 0.143 | 12.03 ± 4.05 | 9.57 ± 2.31 | ||
| Hypercholesterolemia | ||||||
| Yes, n = 150 | 1.94 ± 1.65 | | 10.03 ± 3.86 | | 10.19 ± 2.24 | |
| No, n = 15 | 2.29 ± 1.77 | 0.441 | 10.63 ± 3.66 | 0.565 | 10.11 ± 2.23 | 0.911 |
| Statins | ||||||
| Yes, n = 48 | 1.99 ± 1.65 | | 9.88 ± 3.91 | | 10.57 ± 2.45 | |
| No, n = 117 | 1.97 ± 1.67 | 0.951 | 10.17 ± 3.82 | 0.656 | 10.01 ± 2.12 | 0.199 |
| Insulin treatment | ||||||
| Yes, n = 36 | 1.53 ± 1.66 | | 8.65 ± 3.01 | | 11.12 ± 2.72 | |
| No, n = 129 | 2.10 ± 1.65 | 0.066 | 10.49 ± 3.95 | 9.97 ± 2.06 | 0.059 | |
FMD, flow-mediated dilation of the brachial artery; NMD, nitrate-mediated dilation of the brachial artery; PWV, carotid-femoral pulse wave velocity.
Determinants of vascular measurements (FMD, NMD and PWV) in multivariate analysis
| FMD, % | Time since diagnosis of diabetes, years* | −0.40 (−0.66, -0.14) | 0.003 |
| NMD, % | Age, years* | −5.66 (−9.49, -1.82) | 0.004 |
| Hypertension | −1.80 (−3.25, -0.35) | 0.015 | |
| Fasting glucose, μmol/L | −0.36 (−0.54, -0.18) | 0.005 | |
| PWV, m/sec | Age, years* | 6.22 (3.81, 8.63) | <0.001 |
| Systolic blood pressure, mmHg | 0.03 (0.00, 0.05) | 0.032 | |
*Natural logarithm transformed variables. FMD, flow-mediated dilation of the brachial artery; NMD, nitrate-mediated dilation of the brachial artery; PWV, carotid-femoral pulse wave velocity.
The independent variables included in the stepwise model were parameters whose association with the vascular parameters achieved statistical significance (P < 0.05) and other factors that may affect endothelial dysfunction and arterial stiffness (age, gender, heart rate, systolic blood pressure and use of antihypertensive medications).