| Literature DB >> 23446214 |
Ryoko Ichikawa1, Masao Daimon, Tetsuro Miyazaki, Takayuki Kawata, Sakiko Miyazaki, Masaki Maruyama, Shuo-Ju Chiang, Hiromasa Suzuki, Chiharu Ito, Fumihiko Sato, Hirotaka Watada, Hiroyuki Daida.
Abstract
BACKGROUND: We hypothesized that clinical factors other than glycemic control may influence abnormal cardiac function in patients with type 2 diabetes mellitus (T2DM). We aimed to investigate the independent factors for abnormal cardiac function among clinical factors in T2DM.Entities:
Mesh:
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Year: 2013 PMID: 23446214 PMCID: PMC3598845 DOI: 10.1186/1475-2840-12-38
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Baseline characteristics of the study population
| Demographics | | | |
| Age, year | 56 ± 11 | 58 ± 12 | 0.16 |
| Men/Women | 45/23 | 95/53 | 0.72 |
| Systolic BP, mm Hg | 118 ± 11 | 126 ± 17 | <0.001 |
| Diastolic BP, mm Hg | 71 ± 7 | 68 ± 10 | <0.001 |
| Heart rate, bpm | 62 ± 9 | 71 ± 10 | <0.001 |
| Body mass index, kg/m2 | 22.6 ± 2.6 | 26.1 ± 5.5 | <0.001 |
| Body surface area, m2 | 1.66 ± 0.16 | 1.76 ± 0.38 | 0.002 |
| Disease duration, months | 0 | 121 ± 93 | |
| Waist/Hip ratio | - | 0.89 ± 0.20 | |
| Comorbidity | | | |
| Hypertension, n (%) | 0 | 71 (48%) | |
| Dyslipidemia, n (%) | 0 | 93 (63%) | |
| Cerebral vascular disease, n (%) | 0 | 9 (6%) | |
| ASO, n (%) | 0 | 4 (3%) | |
| Smoking, n (%) | - | 68 (46%) | |
| Medications | 0 | 101 (68%) | |
| Sulfonylureas, n (%) | 0 | 57 (38%) | |
| Biguanide, n (%) | 0 | 56 (38%) | |
| α-glucocitase inhibitor, n (%) | 0 | 37 (25%) | |
| Pioglitazone, n (%) | 0 | 22 (15%) | |
| Insulin, n (%) | 0 | 45 (30%) | |
| DPP-4 inhibitor, n (%) | 0 | 21 (14%) | |
| GLP-1 analog, n (%) | 0 | 4 (3%) |
BP, blood pressure; ASO, atherosclerotic obliterance; DPP-4, Dipeptidyl peptidase-4.
Data are expressed as mean ± SD it as number (percentage).
Comparison of echocardiographic pmeters between normal controls and patients with T2DM
| LV Mass index, g/m2 | 70 ± 12 | 81 ± 20 | <0.001 |
| LVEDV index, ml/m2 | 49 ± 12 | 51 ± 12 | 0.155 |
| LVESV index, ml/m2 | 17 ± 4.8 | 17 ± 5.0 | 0.450 |
| LV ejection fraction, % | 64 ± 5 | 68 ± 5 | <0.001 |
| LA volume index, ml/m2 | 22 ± 8 | 24 ± 8 | 0.041 |
| E/A ratio | 1.1 ± 0.4 | 0.9 ± 0.3 | <0.001 |
| DCT time, msec | 205 ± 46 | 206 ± 48 | 0.924 |
| e’, cm/sec | 8.2 ± 2.5 | 6.5 ± 1.8 | <0.001 |
| a’, cm/sec | 9.4 ± 1.9 | 6.4 ± 1.8 | 0.783 |
| E/e’ ratio | 8.3 ± 2.1 | 9.7 ± 3.3 | 0.001 |
LVEDV, left ventricular end-diastolic volume; LVESV, left ventricular end-systolic volume; LA, left atrial.
Figure 1Distribution of diastolic dysfunction in age-matched healthy subjects and patients with T2DM.
Laboratory data and adipose tissue area with computed tomography in patients with T2DM
| Laboratory data | |
| Creatinine, mg/dl | 0.92 ± 0.17 |
| eGFR, ml/min | 83 ± 26 |
| Triglyceride, mg/dl | 139 ± 100 |
| HDL cholesterol, mg/dl | 50 ± 15 |
| Total cholesterol, mg/dl | 198 ± 34 |
| F-LDL cholesterol, mg/dl | 119 ± 32 |
| Fasting plasma glucose, mg/dl | 138 ± 38 |
| Hemoglobin A1c, % | 7.9 ± 1.4 |
| NEFA, μEq/L | 613 ± 202 |
| IRI, μg/dl | 8.7 ± 7.0 |
| HOMA-R | 2.9 ± 2.7 |
| hsCRP, mg/dl | 0.190 ± 0.357 |
| NT-proBNP, pg/ml | 36.2 ± 55.3 |
| CPR, mg/dl | 2.8 ± 9.6 |
| Fat areas determined by CT scan | |
| Total adipose tissue/BSA, cm2/m2 | 169.4 ± 74.9 |
| Visceral adipose tissue/BSA, cm2/m2 | 68.3 ± 30.6 |
| Subcutaneous adipose tissue/BSA, cm2/m2 | 101.1 ± 54.3 |
eGFR, estimated glomerular filtration rate; HDL, high-density lipoprotein; F-LDL, low-density lipoprotein calculated by Friedewald; NEFA, non-esterified fatty acid; IRI, immunoreactive insulin; HOMA, homeostasis model assessment; hsCRP, high-sensitivity C reactive protein; NT-pro BNP, N-terminal pro b-type natriuretic peptide; CPR, C-peptide immunoreactivity; CT, computed tomography; BSA, body surface area.
Pearson’s correlation between echocardiographic pmeters and clinical data
| Female gender | 0.050 | n.s. | -0.88 | 0.290 | -0.168 | 0.040 | -0.255 | 0.002 | 0.265 | 0.001 |
| Age, year | 0.130 | n.s. | 0.235 | 0.004 | -0.495 | <0.001 | -0.464 | <0.001 | 0.300 | <0.001 |
| Disease duration | 0.046 | n.s. | 0.206 | 0.012 | -0.167 | 0.041 | -0.190 | 0.021 | 0.076 | n.s. |
| Systolic BP, mmHg | 0.202 | 0.013 | 0.123 | n.s. | -0.202 | 0.014 | -0.156 | n.s. | 0.103 | n.s. |
| Diastolic BP, mmHg | 0.075 | n.s. | -0.119 | n.s. | 0.055 | n.s. | -0.036 | n.s. | -0.059 | n.s. |
| Body mass index, kg/m2 | 0.092 | n.s. | 0.060 | n.s. | 0.000 | n.s. | -0.064 | n.s. | 0.042 | n.s. |
| Waist/Hip ratio | 0.173 | 0.035 | -0.003 | n.s. | -0.115 | n.s. | -0.114 | n.s. | 0.094 | n.s. |
| Triglyceride, mg/dl | 0.084 | n.s. | -0.048 | n.s. | -0.056 | n.s. | -0.016 | n.s. | 0.090 | n.s. |
| HDL cholesterol, mg/dl | -0.006 | n.s. | -0.143 | n.s. | 0.001 | n.s. | 0.071 | n.s. | 0.036 | n.s. |
| F-LDL cholesterol, mg/dl | -0.187 | 0.022 | 0.012 | n.s. | 0.071 | n.s. | 0.064 | n.s. | -0.049 | n.s. |
| Fasting plasma glucose, mg/dl | 0.007 | n.s. | -0.004 | n.s. | 0.074 | n.s. | -0.021 | n.s. | 0.127 | n.s. |
| HbA1c, % | 0.037 | n.s. | 0.072 | n.s. | 0.061 | n.s. | 0.097 | n.s. | 0.063 | n.s. |
| IRI, ug/dl | -0.111 | n.s. | -0.070 | n.s. | -0.011 | n.s. | -0.093 | n.s. | 0.043 | n.s. |
| HOMA-R | -0.037 | n.s. | -0.057 | n.s. | 0.008 | n.s. | -0.121 | n.s. | 0.103 | n.s. |
| eGFR, ml/min | 0.015 | n.s. | -0.040 | n.s. | 0.310 | <0.001 | 0.266 | 0.001 | -0.092 | n.s. |
| NEFA, μEq/L | -0.022 | n.s. | 0.086 | n.s. | 0.051 | n.s. | 0.075 | n.s. | -0.092 | n.s. |
| hsCRP, mg/dl | -0.107 | n.s. | -0.143 | n.s. | 0.135 | n.s. | -0.028 | n.s. | 0.050 | n.s. |
| Hypertensions | 0.105 | n.s. | 0.198 | 0.016 | -0.128 | n.s. | -0.340 | <0.001 | 0.218 | 0.008 |
| VAT/BSA, cm2/m2 | 0.155 | n.s. | 0.197 | 0.016 | -0.205 | 0.012 | -0.320 | <0.001 | 0.217 | 0.008 |
| SAT/BSA, cm2/m2 | 0.003 | n.s. | 0.114 | n.s. | -0.059 | n.s. | -0.177 | 0.031 | 0.186 | 0.023 |
| VAT/SAT ratio | 0.164 | 0.045 | 0.022 | n.s. | -0.098 | n.s. | -0.087 | n.s. | -0.034 | n.s. |
For abbreviations, see footnotes to Tables 1, 2 and 3.
Multivariate linear regression analysis between the echocardiographic pmeters and clinical data
| Female gender | | | | | | | −0.211 | 0.009 | 0.213 | 0.006 |
| Age, year | | | 0.245 | 0.003 | −0.524 | <0.001 | −0.464 | <0.001 | 0.245 | <0.002 |
| sBP, mmHg | 0.205 | 0.013 | | | | | | | | |
| Waist/Hip ratio | 0.173 | 0.024 | | | | | | | | |
| F-LDL cholesterol, mg/dl | | | | | | | | | | |
| eGFR, ml/min | | | | | | | | | | |
| Hypertension | | | | | | | −0.324 | <0.001 | 0.199 | 0.006 |
| VAT/BSA, cm2/m2 | | | 0.203 | 0.011 | −0.208 | 0.002 | −0.354 | <0.001 | 0.220 | 0.003 |
| VAT/SAT ratio | 0.162 | 0.049 | ||||||||
For abbreviations, see footnotes on Tables 1, 2 and 3.
Figure 2Correlations between VAT and echo pmeters (E/A, e’, E/e’, LA volume index). VAT was significantly correlated with these diastolic pmeters. Pearson’s correlation coefficients and significance are shown.