| Literature DB >> 27659241 |
Peter Godsk Jørgensen1,2, Magnus Thorsten Jensen3, Tor Biering-Sørensen3, Rasmus Mogelvang3, Søren Galatius3, Thomas Fritz-Hansen3, Peter Rossing4,5,6, Tina Vilsbøll4,7, Jan Skov Jensen3,4.
Abstract
BACKGROUND: Recently, genetic studies have suggested a causal relationship between cholesterol remnants and ischemic heart disease. We aimed to determine whether cholesterol remnants and its marker, triglyceride levels, are associated with cardiac function as determined by sensitive echocardiographic measures in a population of patients with type 2 diabetes.Entities:
Keywords: Echocardiography; Lipids; Type 2 diabetes
Year: 2016 PMID: 27659241 PMCID: PMC5034540 DOI: 10.1186/s12933-016-0454-x
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Study population characteristics
| All | Receiving statin therapy | |
|---|---|---|
| n = 924 | n = 730 | |
|
| ||
| Age (years) | 65 [58, 70] | 65 [59, 70] |
| Male sex, n (%) | 597 (65) | 486 (67) |
| Diabetes duration (years) | 11 [6, 17] | 11 [6, 17] |
| Body mass index (kg/m2) | 29 [26, 33] | 30 [27, 33] |
| Systolic blood pressure (mmHg) | 136 (17) | 135 (16) |
| Diastolic blood pressure (mmHg) | 80 (11) | 80 (10) |
| Known coronary heart disease n (%) | 162 (18) | 140 (19) |
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| ||
| Total cholesterol (mmol/l) | 4.1 [3.5, 4.8] | 3.9 [3.4, 4.5] |
| Low density cholesterol (mmol/l) | 2.0 [1.6, 2.6] | 1.8 [1.5, 2.3] |
| High density cholesterol (mmol/l) | 1.2 [1.0, 1.4] | 1.2 [1.0, 1.4] |
| Cholesterol remnants (mmol/l) | 0.8 [0.5, 1.1] | 0.7 [0.5, 1.0] |
| Triglyceride (mmol/l) | 1.7 [1.2, 2.4] | 1.7 [1.2, 2.4] |
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| ||
| Albuminuria (%) | 212 (23.3) | 165 (22) |
| Microalbuminuria (%) | 149 (16) | 116 (16) |
| Macroalbuminuria (%) | 63 (7) | 49 (7) |
| Creatinine (μmol/l) | 78 [65, 96] | 78 [66, 96] |
| Haemoglobin A1c (%) | 55 [48, 66] | 54 [48, 65] |
| Haemoglobin A1c (mmol/mol) | 7.2 [6.5, 8.2] | 7.1 [6.5, 8.1] |
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| ||
| Statins, n (%) | 730 (79) | – |
| Metformin, n (%) | 670 (73) | 552 (76) |
| DPP4 inhibitors, n (%) | 88 (10) | 71 (10) |
| Sulfonylurea, n (%) | 142 (15) | 107 (15) |
| Glucagon-like peptide-1 receptor agonists, n (%) | 226 (25) | 189 (26) |
| Insulin, n (%) | 428 (46) | 334 (46) |
| Beta blockers, n (%) | 221 (24) | 186 (26) |
| Angiotensin-converting enzyme inhibitors, n (%) | 354 (38) | 297 (41) |
| Angiotensin II receptor blockers, n (%) | 359 (40) | 298 (41) |
| Calcium antagonists, n (%) | 294 (32) | 250 (34) |
| Diuretics, n (%) | 452 (49) | 376 (52) |
| Antiplatelets, n (%) | 607 (66) | 508 (70) |
Continuous traits are reported as mean (standard deviation) or median [interquartile range] in case of non-normal distribution
Structural changes in relation to log2(cholesterol remnants) and log2(triglyceride)
| log2 (cholesterol remnants) | log2 (triglyceride) | |||||||
|---|---|---|---|---|---|---|---|---|
| Univariable | Multivariable | Univariable | Multivariable | |||||
| β-coefficient(std error) | P value | β-coefficient (std error) | P value | β-coefficient (std error) | P value | β-coefficient (std error) | P value | |
|
| ||||||||
| Left ventricular mass index (g/m2.7) | 0.6 (0.5) | 0.27 | −0.5 (0.5) | 0.36 | 1.1 (0.5) |
| −0.1 (0.5) | 0.81 |
| Interventricular septum diameter (mm) | 0.21 (0.08) |
| 0.01 (0.08) | 0.90 | 0.26 (0.08) | < | 0.04 (0.07) | 0.58 |
| Left ventricular internal diameter (mm) | −0.21 (0.29) | 0.47 | −0.47 (0.30) | 0.11 | −0.04 (0.26) | 0.89 | −0.37 (0.28) | 0.18 |
| Posterior wall diameter (mm) | 0.16 (0.07) |
| 0.01 (0.07) | 0.90 | 0.25 (0.07) | < | 0.07 (0.06) | 0.28 |
| Left atrial end systolic volume index (ml/m2) | −1.61 (0.39) | < | −1.41 (0.41) |
| −1.29 (0.35) | < | −1.19 (0.37) |
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| Left ventricular mass index (g/m2.7) | 0.7 (0.6) | 0.24 | −0.3 (0.6) | 0.56 | 1.1 (0.5) |
| −0.1 (0.5) | 0.86 |
| Interventricular septum diameter (mm) | 0.22 (0.09) |
| 0.04 (0.09) | 0.67 | 0.29 (0.09) | < | 0.08 (0.08) | 0.35 |
| End diastolic internal diameter (mm) | −0.30 (0.33) | 0.36 | −0.58 (0.34) | 0.08 | −0.17 (0.30) | 0.57 | −0.53 (0.31) | 0.09 |
| Posterior wall diameter (mm) | 0.17 (0.08) |
| 0.04 (0.08) | 0.62 | 0.26 (0.07) | < | 0.10 (0.07) | 0.17 |
| Left atrial end systolic volume index (ml/m2) | −1.73 (0.45) | < | −1.47 (0.47) |
| −1.44 (0.40) | < | −1.33 (0.43) |
|
Multivariable model adjusted for age, sex, hemoglobin A1c, body mass index, systolic blood pressure and albuminuria
Italic text indicates P < 0.05
Diastolic changes in relation to log2(cholesterol remnants) and log2(triglyceride) in patients with type 2 diabetes
| log2 (cholesterol remnants) | log2 (triglyceride) | |||||||
|---|---|---|---|---|---|---|---|---|
| Univariable | Multivariable | Univariable | Multivariable | |||||
| β-coefficient (std error) | P value | β-coefficient (std error) | P value | β coefficient (std error) | P value | β-coefficient (std error) | P value | |
|
| ||||||||
| Peak E velocity (m/s) | −0.01 (0.01) | 0.12 | −0.03 (0.01) |
| −0.01 (0.01) | 0.09 | −0.03 (0.01) |
|
| Peak A velocity (m/s) | −0.003 (0.01) | 0.76 | −0.001 (0.01) | 0.93 | −0.01 (0.01) | 0.51 | −0.003 (0.01) | 0.72 |
| E/A ratio | −0.01 (0.01) | 0.48 | −0.03 (0.01) |
| −0.01 (0.01) | 0.53 | −0.03 (0.01) |
|
| E deceleration time (ms) | 2.8 (3.5) | 0.41 | 3.3 (3.6) | 0.36 | 0.8 (3.1) | 0.81 | 1.5 (3.3) | 0.65 |
| Lateral e’ (cm/s) | −0.18 (0.12) | 0.13 | −0.25 (0.11) |
| −0.19 (0.11) | 0.07 | −0.27 (0.10) |
|
| Septal e’ (cm/s) | −0.12 (0.09) | 0.19 | −0.18 (0.08) |
| −0.10 (0.08) | 0.22 | −0.17 (0.08) |
|
| E/e’mean | 0.11 (0.20) | 0.58 | 0.01 (0.20) | 0.97 | 0.08 (0.18) | 0.65 | −0.02 (0.18) | 0.93 |
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| Peak E velocity (cm/s) | −0.02 (0.01) | 0.08 | −0.03 (0.01) |
| −0.02 (0.01) | 0.08 | −0.03 (0.01) |
|
| Peak A velocity (cm/s) | −0.002 (0.01) | 0.82 | −0.0003 (0.01) | 0.98 | −0.01 (0.01) | 0.57 | −0.002 (0.01) | 0.86 |
| E/A ratio | −0.02 (0.01) | 0.25 | −0.03 (0.01) |
| −0.01 (0.01) | 0.36 | −0.03 (0.01) |
|
| E deceleration time (ms) | 3.8 (3.9) | 0.33 | 3.57 (4.11) | 0.39 | 1.3 (3.5) | 0.72 | 1.1 (3.7) | 0.77 |
| Lateral e’ (cm/s) | −0.07 (0.13) | 0.59 | −0.19 (0.13) | 0.13 | −0.10 (0.12) | 0.37 | −0.21 (0.11) | 0.07 |
| Septal e’ (cm/s) | −0.07 (0.10) | 0.49 | −0.17 (0.10) | 0.08 | −0.10 (0.09) | 0.27 | −0.18 (0.09) |
|
| E/e’mean | −0.10 (0.22) | 0.65 | −0.17 (0.22) | 0.44 | −0.06 (0.20) | 0.78 | −0.13 (0.20) | 0.53 |
Multivariable model adjusted for age, sex, hemoglobin A1c, body mass index, systolic blood pressure and albuminuria
Italic text indicates P < 0.05
Systolic changes in relation to log2(cholesterol remnants) and log2(triglyceride) in patients with type 2 diabetes
| log2 (cholesterol remnants) | log2 (triglyceride) | |||||||
|---|---|---|---|---|---|---|---|---|
| Univariable | Multivariable | Univariable | Multivariable | |||||
| β-coefficient (std error) | P value | β-coefficient (std error) | P value | β-coefficient (std error) | P value | β-coefficient (std error) | P value | |
|
| ||||||||
| Ejection fraction (%) | −0.7 (0.4) | 0.09 | −0.4 (0.4) | 0.31 | −0.6 (0.4) | 0.09 | −0.3 (0.4) | 0.42 |
| Global longitudinal systolic strain (%) | 0.40 (0.13) |
| 0.33 (0.14) |
| 0.34 (0.12) |
| 0.28 (0.13) |
|
| Longitudinal displacement (mm) | −0.25 (0.09) |
| −0.25 (0.10) |
| −0.25 (0.08) |
| −0.25 (0.09) |
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| ||||||||
| Ejection fraction (%) | −0.7 (0.4) | 0.12 | −0.4 (0.5) | 0.43 | −0.5 (0.4) | 0.18 | −0.1 (0.4) | 0.72 |
| Global longitudinal systolic strain (%) | 0.38 (0.15) |
| 0.32 (0.16) |
| 0.33 (0.14) |
| 0.29 (0.15) | 0.05 |
| Longitudinal displacement (mm) | −0.20 (0.11) | 0.07 | −0.20 (0.11) | 0.06 | −0.22 (0.09) |
| −0.22 (0.10) |
|
Multivariable model adjusted for age, sex, hemoglobin A1c, body mass index, systolic blood pressure and albuminuria
Italic text indicates P < 0.05
Fig. 1Association of cholesterol remnants levels to global longitudinal strain and longitudinal displacement in patients with type 2 diabetes and in patients with type 2 diabetes receiving statin therapy. The upper curves depict the predicted value with 95 % confidence interval of GLS and longitudinal displacement for increasing levels of cholesterol remnants on the original scale for both all patients and patients receiving statin therapy. The lower histograms are the distribution of cholesterol remnants in all patients and patients receiving statin therapy. Cholesterol remnants were calculated by total-cholesterol − HDL-cholesterol − LDL-cholesterol
Fig. 2Association of triglyceride levels to global longitudinal strain and longitudinal displacement in patients with type 2 diabetes and in patients with type 2 diabetes receiving statin therapy. The upper curves depict the predicted value with 95 % confidence interval of GLS and longitudinal displacement for increasing levels of triglycerides on the original scale for both all patients and patients receiving statin therapy. The lower histograms are the distribution of triglycerides in all patients and patients receiving statin therapy