| Literature DB >> 30107798 |
Peter Blomstrand1,2, Peter Sjöblom3,4, Mats Nilsson5, Magnus Wijkman6, Martin Engvall3, Toste Länne3, Fredrik H Nyström3, Carl Johan Östgren3, Jan Engvall3,7,8.
Abstract
AIMS: Obesity is associated with type 2 diabetes mellitus, left ventricular diastolic dysfunction and heart failure but it is unclear to which extent it is related to left ventricular systolic dysfunction. The aim of the study was to explore the effects of overweight and obesity on left ventricular systolic function in patients with type 2 diabetes mellitus and a control group of non-diabetic persons.Entities:
Keywords: Diabetes mellitus; Echocardiography; Obesity; Overweight
Mesh:
Year: 2018 PMID: 30107798 PMCID: PMC6090791 DOI: 10.1186/s12933-018-0756-2
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Baseline characteristics in patients and controls
| Patients | Controls | p | |
|---|---|---|---|
| Demographic data | |||
| Age, years | 61 (5) | 64 (9) | < 0.001 |
| Female, n (%) | 113 (29) | 91 (49) | < 0.001 |
| Smoker or former smoker, n (%) | 257 (67) | 91 (49) | < 0.001 |
| Height, cm | 174 (12) | 172 (14) | ns |
| Weight, kg | 90 (19) | 76 (21) | < 0.001 |
| BMI, kg/m2 | 30 (6) | 26 (5) | < 0.001 |
| Medical history | |||
| Diabetes duration, years | 6 (7) | 0 | na |
| Angina pectoris, n (%) | 30 (8) | 3 (2) | < 0.01 |
| Myocardial infarction, n (%) | 24 (6) | 5 (3) | ns |
| Coronary revascularization, n (%) | 25 (6) | 4 (2) | < 0.05 |
| Heart failure, n (%) | 8 (2) | 0 | na |
| Hypertension, n (%) | 253 (66) | 43 (23) | < 0.001 |
| Medication | |||
| Loop diuretics, n (%) | 26 (7) | 0 | na |
| Statins, n (%) | 230 (60) | 19 (10) | < 0.001 |
| ACEI and/or ARB, n (%) | 187 (49) | 21 (11) | < 0.001 |
| Calcium channel blocker, n (%) | 68 (18) | 9 (6) | < 0.001 |
| β-Blocker, n (%) | 138 (36) | 25 (14) | < 0.001 |
| Laboratory analyses | |||
| HbA1c, % | 5.8 (1.3) | na | |
| Triglycerides, mmol/L | 1.5 (1.0) | 1.1 (0.8) | < 0.001 |
| Triglycerides, mg/dL | 133 (88) | 97 (71) | < 0.001 |
| LDL-C, mmol/L | 2.5 (0.9) | 3.5 (1.0) | < 0.001 |
| LDL-C, mg/dL | 96 (35) | 135 (39) | < 0.001 |
| Microalbuminuria, n (%) | 60 (16) | 7 (4) | < 0.001 |
| Creatinine, µmol/L | 88 (23) | 77 (20) | < 0.001 |
| Creatinine, mg/dL | 1.00 (0.26) | 0.87 (0.23) | < 0.001 |
| GFR, mL/min/1.73 m2 | 70 (20) | 76 (18) | < 0.001 |
| Blood pressure (mmHg) | |||
| Systolic blood pressure | 137 (20) | 128 (30) | < 0.001 |
| Diastolic blood pressure | 78 (12) | 74 (15) | < 0.001 |
Values are presented as numbers of participants and percent for categorical variables, and median and (interquartile range) for continuous variables
ns not significant, na not applicable, BMI body mass index, ACEI angiotensin converting enzyme inhibitor, ARB angiotensin II receptor blocker, HbA1c glycosylated haemoglobin, LDL-C low-density lipoprotein cholesterol
Echocardiographic results in patients at baseline and at the 4-year follow-up examination, and in controls
| Patients, n | Patients baseline | Patients follow-up | p-value | Controls, n | Controls baseline | p-value | |
|---|---|---|---|---|---|---|---|
| LA, mm/m2 | 380 | 20.4 (3.1) | 20.6 (3.1) | ns | 183 | 20.8 (4.0) | ns |
| LVEDV, mL/m2 | 371 | 46.1 (13.1) | 46.5 (12.0) | < 0.05 | 180 | 48.8 (11.3) | < 0.01 |
| LV mass, g/m2 | 324 | 101.8 (30.3) | 101.7 (26.9) | ns | 174 | 94.5 (29.9) | < 0.001 |
| LVEF, % | 370 | 52.0 (10.5) | 53.0 (11.0) | ns | 180 | 57.0 (9.0) | < 0.001 |
| MAPSE, mm | 370 | 12.0 (2.0) | 12.0 (2.0) | ns | 184 | 12.3 (2.3) | ns |
| E/é | 378 | 11.9 (4.5) | 13.3 (4.9) | < 0.001 | 183 | 10.3 (4.1) | < 0.001 |
Data are presented as median and (interquartile range)
LA LVEDV and LV mass are indexed by body surface area, ns not significant, LA left atrium, LVEDV left ventricular end-diastolic volume, LV left ventricle, LVEF left ventricular ejection fraction, MAPSE mitral annular plane systolic excursion, E transmitral E-wave velocity, eʹ early diastolic mitral annulus velocity
Relationships between echocardiographic variables and baseline characteristics in patients, results from univariable and multivariable regression analysis
| Explanatory variable | LV mass | LVEF | GLS | E/é | ||||
|---|---|---|---|---|---|---|---|---|
| Univariable | Multivariable model R2 = 0.23 | Univariable | Multivariable model R2 = 0.19 | Univariable | Multivariable model R2 = 0.24 | Univariable | Multivariable model R2 = 0.18 | |
| β1, R2 |
| β1, R2 |
| β1, R2 |
| β1, R2 |
| |
| Demographic data | ||||||||
| Age, years | 0.4, | 0.08, | − 0.02, | 0.14*, | ||||
| Gender = female | − 12.8***, | − 8.1** | − 0.04, | − 0.91**, | − 0.8* | 1.08**, | 1.4*** | |
| Smoker/former smoker | 4.2, | − 0.8, | − 0.27, | − 0.30, | ||||
| BMI, kg/m2 | 1.1***, | 1.1*** | − 0.7***, | − 0.7*** | 0.17***, | 0.2*** | 0.13**, | |
| Medical history | ||||||||
| Diabetes duration, years | − 0.1, | 0.09, | − 0.01, | 0.05, | ||||
| Angina pectoris | 17.9***, | − 4.6**, | 2.7***, | 1.6*** | 1.22, | |||
| Myocardial infarction | 13.2*, | − 3.3, | 1.7**, | 0.74, | ||||
| Coronary revascularization | 16.2**, | − 3.0, | 1.67**, | − 0.37, | ||||
| Heart failure | 20.8*, | − 12.2***, | − 9.6*** | 4.3***, | 2.5** | 4.05**, | ||
| Hypertension | 3.8, | 1.6, | − 0.13, | 0.60, | ||||
| Medication | ||||||||
| Loop diuretics | 6.8, | − 5.8***, | 1.9**, | 2.7***, | 2.1** | |||
| Statins | − 3.3, | − 0.59, | 0.26, | 0.28, | ||||
| ACEI and/or ARB | 4.2, | 0.38, | 0.00, | 0.60, | ||||
| Calcium channel blocker | 12.9***, | 6.6* | − 0.24, | 0.27, | 0.95*, | |||
| β-Blocker | 12.8***, | 9.4*** | 0.33, | − 0.01, | 1.02**, | 0.8 | ||
| Laboratory analyses | ||||||||
| HbA1c, % | 0.9, | − 1.2**, | 0.55***, | 0.4** | 0.33, | |||
| Triglycerides, mmol/L | 1.2, | − 1.4*, | 0.43*, | 0.38*, | 0.4* | |||
| LDL-C, mmol/L | − 1.2, | − 0.32, | − 0.05, | − 0.15, | ||||
| Microalbuminuria | 14.8***, | 8.4** | − 1.8, | 0.49, | 1.55**, | 1.1* | ||
| Creatinine, µmol/L | 0.3***, | 0.2* | 0.02, | 0.01, | 0.00, | |||
| GFR, mL/min/1.73 m2 | − 0.1, | − 0.03, | 0.00, | − 0.01, | ||||
| Blood pressure (mmHg) | ||||||||
| Systolic blood pressure | 0.3***, | 0.2* | − 0.02, | 0.02**, | 0.06***, | 0.06*** | ||
| Diastolic blood pressure | 0.2, | − 0.05, | 0.06***, | 0.04** | 0.04*, | |||
Results from univariable regression Y = β0 + β1*X + ε. Results are presented as estimated regression parameters β1 and p-values (* p < 0.05, ** p < 0.01 and *** p < 0.001) for parameters and R2. Hypothesis tested H0: β0 and β1 = 0 against H1: β0 and β1 ≠ 0. Note that the β0 term is not presented in the table. Final results of multivariable linear regression analysis Y = Β X + ε of LV mass, LVEF and E/é. B is the estimated vector of regression parameters in the multivariable model. ε represents the error-term in the model. Results are presented as estimated regression parameters, p-values for the parameters, and R2, the explained proportion of variation in the outcome variable by the explanatory variables. LV mass are indexed by body surface area. See abbreviations as in Tables 1 and 2
Relationships between echocardiographic variables and baseline characteristics in controls, results from univariable and multivariable regression analysis
| Explanatory variable | LV mass | LVEF | GLS | E/é | ||||
|---|---|---|---|---|---|---|---|---|
| Univariable | Multivariable model R2 = 0.19 | Univariable | Multivariable model R2 = 0.09 | Univariable | Multivariable model R2 = 0.16 | Univariable | Multivariable model R2 = 0.22 | |
| β1, R2 |
| β1, R2 |
| β1, R2 |
| β1, R2 |
| |
| Demographic data | ||||||||
| Age, years | 0.4, | − 0.03, | 0.02, | 0.21***, | 0.2*** | |||
| Gender = female | − 15.0***, | − 10.9** | 1.9, | − 1.5**, | − 1.0 | 0.5, | 1.5** | |
| Smoker/former smoker | 2.1, | − 0.03, | 0.38, | 0.20, | ||||
| BMI, kg/m2 | 0.8, | − 0.56***, | − 0.6*** | 0.27***, | 0.2*** | 0.26***, | ||
| Medical history | ||||||||
| Angina pectoris | 2.9, | − 1.0, | − 0.85, | 3.2, | ||||
| Myocardial infarction | 11.4, | − 2.0, | 1.2, | − 0.46, | ||||
| Coronary revascularization | 10.1, | 0.8, | − 0.49, | − 3.3*, | ||||
| Hypertension | 10.4*, | − 1.9, | 0.86, | 0.50, | ||||
| Medication | ||||||||
| Statins | 12.6*, | 12.9* | − 3.3, | 1.1, | − 0.02, 0.00 | |||
| ACEI and/or ARB | 8.3, | − 2.2, | 1.2, | − 0.44, | ||||
| Calcium channel blocker | 15.6*, | 0.5, | − 0.81, | 0.53, | ||||
| β-Blocker | 5.6, | − 1.0, | 0.55, | 0.13, | ||||
| Laboratory analyses | ||||||||
| Triglycerides, mmol/L | 0.9, | 0.06, | 0.01*, | − 13, | ||||
| LDL-C, mmol/L | − 1.9, | 0.34, | 0.36, | 0.40, | ||||
| Microalbuminuria | 10.5, | − 14.8, | 11.3, | 3.5*, | ||||
| Creatinine, µmol/L | 0.3*, | − 0.08, | 0.09, | 0.05, | ||||
| GFR, mL/min/1.73 m2 | 0.1, | 0.04, | 0.00, | − 0.03, | ||||
| Blood pressure (mmHg) | ||||||||
| Systolic blood pressure | 0.4***, | 0.3** | − 0.03, | 0.02, | 0.06***, | |||
| Diastolic blood pressure | 0.6**, | − 0.1, | 0.08***, | 0.2** | 0.10***, | 0.1*** | ||
Results from univariable regression Y = β0 + β1 *X + ε. Results are presented as estimated regression parameters β1 and p-values (* p < 0.05, ** p < 0.01 and *** p < 0.001) for parameters and R2. Hypothesis tested H0: β0 and β1 = 0 against H1: β0 and β1 ≠ 0. Note that the β0 term is not presented in the table. Final results of multivariable linear regression analysis Y = Β X + ε of LV mass, LVEF and E/é. B is the estimated vector of regression parameters in the multivariable model. ε represents the error-term in the model. Results are presented as estimated regression parameters, p-values for the parameters, and R2, the explained proportion of variation in the outcome variable by the explanatory variables. LV mass are indexed by body surface area. See abbreviations as in Table 1 and 2
Fig. 1Scatterplot between BMI and LVEF versus BMI and E/é in T2DM patients and controls. Results of linear regression between left ventricular ejection fraction (LVEF) and body mass index (BMI) in patients and controls (a). In b, LV diastolic function expressed as the ratio between the peak early mitral flow velocity (E) and the mean of peak early diastolic myocardial velocity (é) measured at the base of the septum and the lateral wall is plotted vs BMI
Baseline characteristics, clinical, laboratory, and echocardiographic results in persons grouped by body mass index (BMI)
| I | II | III | Significance between groups, p < 0.05 | |
|---|---|---|---|---|
| Normal weight | Overweight | Obesity | ||
| BMI < 25.0 kg/m2 | BMI 25.0–29.9 kg/m2 | BMI ≥ 30.0 kg/m2 | ||
| Patients, n = 48 | Patients, n = 163 | Patients, n = 173 | ||
| Controls, n = 73 | Controls, n = 84 | Controls, n = 27 | ||
| Demographic data | ||||
| Age, years | ||||
| Patients | 60.5 (2.8) | 60.8 (3.1) | 60.7 (3.1) | ns |
| Controls | 62.9 (5.8) | 63.8 (5.7) | 64.5 (5.8) | ns |
| Female, n (%) | ||||
| Patients | 15 (31.2) | 39 (23.9) | 59 (34.1) | II–III |
| Controls | 44 (60.3) | 36 (42.8) | 11 (40.7) | I–II |
| Medical history | ||||
| Diabetes duration, years | ||||
| Patients | 6.4 (5.8) | 6.4 (5.4) | 6.8 (5.2) | ns |
| Controls | 0 | 0 | 0 | ns |
| Angina, n (%) | ||||
| Patients | 4 (8.3) | 10 (6.1) | 25 (14.4) | II–III |
| Controls | 0 | 3 (3.6) | 0 | ns |
| Myocardial infarction, n (%) | ||||
| Patients | 3 (6.2) | 9 (5.5) | 12 (6.9) | ns |
| Controls | 1 (1.4) | 2 (2.4) | 2 (7.4) | ns |
| Coronary revascularization, n (%) | ||||
| Patients | 2 (4.2) | 10 (6.1) | 13 (7.5) | ns |
| Controls | 1 (1.4) | 1 (1.2) | 2 (7.4) | ns |
| Heart failure, n (%) | ||||
| Patients | 1 (2.1) | 1 (0.6) | 6 (3.5) | ns |
| Controls | 0 | 0 | 0 | ns |
| Hypertension, n (%) | ||||
| Patients | 31 (64.6) | 101 (62.0) | 112 (64.7) | ns |
| Controls | 12 (16.4) | 21 (25.0) | 10 (37.0) | I–III |
| Laboratory analyses | ||||
| HbA1c, % | ||||
| Patients | 5.5 (0.9) | 6.0 (1.0) | 6.1 (1.0) | I–II, I–III |
| Triglycerides, mmol/L | ||||
| Patients | 1.2 (0.6) | 1.7 (0.9) | 1.9 (0.9) | I–II, I–III |
| Controls | 1.3 (1.6) | 1.4 (0.6) | 1.6 (0.9) | ns |
| Triglycerides, mg/dL | ||||
| Patients | 106.2 (53.1) | 150.4 (79.6) | 168.1 (79.6) | I–II, I–III |
| Controls | 115.0 (141.6) | 123.9 (53.1) | 141.6 (79.7) | ns |
| LDL-C, mmol/L | ||||
| Patients | 2.7 (0.7) | 2.7 (0.8) | 2.5 (0.6) | ns |
| Controls | 3.5 (0.8) | 3.4 (0.9) | 3.5 (1.0) | ns |
| LDL-C, mg/dL | ||||
| Patients | 104.4 (27.1) | 104.4 (30.9) | 96.7 (23.2) | ns |
| Controls | 135.3 (30.9) | 131.5 (34.8) | 135.3 (38.7) | ns |
| Microalbuminuria, n (%) | ||||
| Patients | 3 (6.2) | 27 (16.6) | 30 (17.3) | ns |
| Controls | 2 (2.7) | 2 (2.4) | 3 (11.1) | ns |
| Creatinine, µmol/L | ||||
| Patients | 89.4 (12.8) | 89.6 (18.1) | 87.4 (15.8) | ns |
| Controls | 73.3 (11.4) | 80.6 (14.4) | 85.9 (19.5) | I–II, I–III |
| Creatinine, mg/dL | ||||
| Patients | 1.01 (0.14) | 1.01 (0.20) | 0.99 (0.18) | ns |
| Controls | 0.83 (0.13) | 0.91 (0.16) | 0.97 (0.22) | I–II, I–III |
| GFR, mL/min/1.73 m2 | ||||
| Patients | 69.9 (8.9) | 73.3 (17.1) | 72.8 (16.4) | ns |
| Controls | 80.0 (13.8) | 76.9 (14.5) | 72.9 (16.3) | ns |
| Systolic blood pressure, mmHg | ||||
| Patients | 132 (19) | 138 (15) | 138 (17) | I–III |
| Controls | 124 (18) | 129 (18) | 139 (13) | I–III |
| Diastolic blood pressure, mmHg | ||||
| Patients | 76 (8) | 79 (9) | 77 (8) | ns |
| Controls | 71 (9) | 76 (11) | 80 (8) | I–II, I–III |
| Echocardiography | ||||
| LA, mm/m2 | ||||
| Patients | 20.2 (2.3) | 20.5 (2.3) | 20.4 (2.3) | ns |
| Controls | 20.9 (2.5) | 20.5 (4.0) | 19.6 (3.0) | ns |
| LVEDV, mL/m2 | ||||
| Patients | 50.2 (9.2) | 48.9 (9.4) | 46.6 (13.0) | ns |
| Controls | 50.2 (9.2) | 48.9 (9.4) | 46.6 (9.9) | ns |
| LV mass, g/m2 | ||||
| Patients | 96.7 (20.6) | 102.0 (22.5) | 107.1 (26.4) | I–III |
| Controls | 89.9 (16.9) | 100.3 (22.9) | 101.5 (32.4) | I–II |
| LVEF, % | ||||
| Patients | 57 (8) | 53 (8) | 49 (9) | I–II, I–III, II–III |
| Controls | 58 (6) | 55 (7) | 54 (8) | I–II, I–III |
| MAPSE, mm | ||||
| Patients | 13 (2) | 12 (2) | 12 (2) | I–II, I–III |
| Controls | 13 (2) | 12 (2) | 12 (2) | ns |
| GLS, % | ||||
| Patients | − 18.6 (2.3) | − 17.5 (2.3) | − 16.2 (3.0) | I–II, I–III, II–III |
| Controls | − 22.3 (3.0) | − 20.8 (3.1) | − 19.6 (4.0) | I–II, I–III |
| E/é | ||||
| Patients | 11.9 (3.2) | 14.0 (3.8) | 14.7 (3.8) | I–II, I–III, II–III |
| Controls | 10.3 (2.7) | 11.3 (3.7) | 12.5 (4.0) | I–III |
Values are mean (standard deviation) values for continuous variables and numbers (percent) for proportions. LA, LVEDV and LV mass are indexed by body surface area. See abbreviations as in Tables 1 and 2