| Literature DB >> 22140313 |
Kurt Bestehorn1, Christina Jannowitz, Martin Horack, Barbara Karmann, Martin Halle, Heinz Völler.
Abstract
BACKGROUND: After the acute hospital stay, most cardiac patients in Germany are transferred for a 3-4-week period of inpatient cardiac rehabilitation. We aim to describe patient characteristics and risk factor management of cardiac rehabilitation patients with a focus on drug treatment and control status, differentiated by education level (low level, elementary school; intermediate level, secondary modern school; high level, grammar school/university).Entities:
Keywords: cardiac rehabilitation; diabetes; educational level; factor analysis; hypertension; inpatients; lipids; registry; risk factor
Mesh:
Year: 2011 PMID: 22140313 PMCID: PMC3225345 DOI: 10.2147/Vhrm.S22971
Source DB: PubMed Journal: Vasc Health Risk Manag ISSN: 1176-6344
Demographic and clinical factors, by education level
| Parameter | Total | Low education level | Intermediate education level | High education level | Other/unspecified |
|---|---|---|---|---|---|
| Age, years | 63.7 ± 11.6 | 64.5 ± 11.5 | 61.3 ± 11.6 | 62.9 ± 11.1 | 66.7 ± 11.1 |
| Gender, male | 71.7% | 68.4% | 73.7% | 86.5% | 65.3% |
| Body mass index, kg/m2 | 28.0 ± 4.6 | 28.3 ± 4.7 | 27.3 ± 4.3 | 27.2 ± 4.1 | 28.0 ± 4.7 |
| STEMI | 43.3% (29,496/68,191) | 42.5% (17,101/40,266) | 46.3% (7466/16,110) | 44.1% (2890/6549) | 38.7% (2039/5266) |
| NSTEMI | 18.4% (12,566/68,191) | 17.9% (7225/40,266) | 19.2% (3100/16,110) | 18.4% (1204/6549) | 19.7% (1037/5266) |
| Unstable angina pectoris | 18.3% (12,462/68,191) | 19.2% (7741/40,266) | 18.3% (2952/16,110) | 18.9% (1241/6549) | 10.0% (528/5266) |
| Percutaneous coronary intervention | 51.6% (33,377/64,670) | 49.4% (18,718/37,856) | 56.1% (8694/15,493) | 54.6% (3452/6318) | 50.2% (2513/5003) |
| Coronary artery bypass surgery | 39.5% (25,784/65,313) | 40.0% (15,392/38,451) | 37.0% (5737/15,506) | 39.4% (2484/6306) | 43.0% (2171/5050) |
| Diabetes mellitus | 32.8% (21,903/66,793) | 36.4% (13,967/39,431) | 28.0% (4417/15,760) | 25.4% (1621/6390) | 36.4% (1898/5212) |
| Dyslipidemia | 95.6% (64,905/67,877) | 96.2% (38,571/40,092) | 95.6% (15,316/16,016) | 94.1% (6141/6526) | 93.0% (4877/5243) |
| Arterial hypertension | 83.4% (56,530/67,811) | 84.7% (33,901/40,030) | 80.8% (12,939/16,016) | 81.6% (5314/6515) | 83.4% (4376/5250) |
| Smoking, current | 16.8% (11,143/66,367) | 16.8% (6596/39,197) | 18.4% (2874/15,620) | 15.5% (984/6368) | 13.3% (689/5182) |
| Smoking, previous | 45.5% (29,967/65,815) | 44.3% (17,252/38,969) | 48.8% (7532/15,431) | 49.3% (3101/6291) | 40.6% (2082/5124) |
| Peripheral arterial disease | 12.2% (8177/66,987) | 13.5% (5310/39,474) | 10.5% (1670/15,861) | 9.1% (598/6451) | 11.7% (608/5201) |
| Previous stroke | 8.8% (3963/45,162) | 9.2% (2443/26,469) | 7.5% (757/10,102) | 8.1% (309/3899) | 9.5% (454/4758) |
| Family history of CV disease | 31.3% (20,720/66,099) | 30.8% (11,990/38,962) | 33.9% (5323/15,713) | 34.4% (2188/6362) | 24.1% (1219/5062) |
Notes: Frequencies of categorical variables in subgroups were compared by Chi-square or Kruskal Wallis test. Continuous variables were compared by two-tailed Wilcoxon rank sum test. Due to the very large sample, for all reported items, differences between groups were highly significant (all P values <0.0001).
Abbreviations: STEMI, ST elevation myocardial infarction; NSTEMI, non-ST elevation myocardial infarction; CR, cardiac rehabilitation; CV, cardiovascular.
Drug treatment at entry and discharge, by education status
| Parameter at entry and discharge | Total | Low education level | Intermediate education level | High education level | Other/unspecified n = 5266 | |
|---|---|---|---|---|---|---|
| Statins, any (%) | 76.3 → 88.9 | 75.3 → 88.9 | 78.1 → 89.1 | 79.1 → 86.6 | 75.1 → 90.8 | <0.0001 → <0.0001 |
| Simvastatin | 48.9 → 68.4 | 48.7 → 69.1 | 47.2 → 66.2 | 47.0 → 61.0 | 57.9 → 78.8 | <0.0001 → <0.01 |
| Dose | 28.6 ± 12.4 → 29.4 ± 13.5 | 28.5 ± 12.5 → 29.4 ± 13.5 | 29.0 ± 12.5 → 29.7 ± 13.9 | 28.5 ± 12.5 → 29.6 ± 13.5 | 29.0 ± 12.3 → 28.6 ± 12.7 | <0.0001 → <0.0001 |
| Pravastatin | 6.1→ 4.3 | 6.3 → 4.5 | 6.2 → 4.3 | 6.2 → 4.7 | 4.3 → 2.8 | <0.0001 → <0.05 |
| Dose | 26.8 ± 12.3→ 29.1 ± 12.8 | 26.4 ± 11.8 → 28.8 ±11.4 | 26.9 ± 12.8→ 29.3 ± 15.1 | 26.2 ± 13.7→ 29.2 ± 15.1 | 30.8 ± 12.1→ 31.5 ± 11.8 | <0.0001 → <0.0001 |
| Atorvastatin | 13.7 → 11.1 | 13.3 → 10.6 | 15.2 → 12.4 | 17.9 → 15.3 | 7.4 → 5.7 | <0.0001 → <0.001 |
| Dose | 24.3 ± 15.1 → 25.1 ± 15.0 | 23.5 ± 14.1 → 24.4 ± 14.1 | 25.3 ± 16.3 → 26.3 ± 16.6 | 25.3 ± 16.3 → 25.5 ± 15.3 | 25.8 ± 14.7 → 25.2 ± 14.5 | <0.0001 → <0.0001 |
| Fluvastatin | 6.6 → 4.4 | 6.0 → 4.0 | 8.4 → 5.5 | 6.5 → 4.7 | 5.3 → 3.4 | <0.0001 → <0.34 |
| Dose | 59.9 ± 22.0 → 59.8 ± 22.0 | 53.8 ± 23.3 → 58.8 ± 22.2 | 57.1 ± 22.6 → 60.2 ± 21.8 | 53.8 ± 23.3 → 58.8 ± 22.2 | 57.4 ± 22.4 → 60.4 ± 21.7 | <0.0001 → <0.36 |
| Other statin | 1.2 → 1.6 | 1.2 → 1.5 | 1.2 → 2.0 | 1.7 → 1.8 | 0.3 → 0.5 | 0.45 → <0.0001 |
| Dose | 35.5 ± 30.8 → 23.4 ± 24.2 | 35.5 ± 31.0 → 23.3 ± 24.0 | 36.7 ± 32.2 → 22.8 ± 23.4 | 31.6 ± 26.6 → 26.2 ± 28.0 | 45.4 ± 31.1 → 14.6 ± 11.3 | <0.0001 → <0.0001 |
| CAI | 5.6 → 43.6 | 5.5 → 43.8 | 5.7 → 44.7 | 5.5 → 41.2 | 5.5 → 41.5 | 0.76 → <0.0001 |
| Aspirin | 83.0 → 82.5 | 82.6 → 82.4 | 84.4 → 83.2 | 83.6 → 81.7 | 81.5 → 82.0 | <0.0001 → <0.05 |
| Clopidogrel | 46.9 → 43.0 | 44.9 → 40.8 | 45.7 → 42.0 | 51.0 → 47.1 | 50.0 → 47.3 | <0.0001 → <0.0001 |
| Aspirin + clopidogrel | 43.4 → 38.7 | 41.7 → 37.0 | 47.2 → 42.4 | 44.9 → 40.4 | 42.5 → 38.5 | <0.0001 → <0.0001 |
| Beta-blocker | 85.1 → 89.0 | 84.1 → 88.4 | 86.6 → 89.9 | 86.5 → 89.5 | 85.7 → 89.8 | <0.0001 → <0.0001 |
| ACE inhibitor | 70.8 → 73.4 | 71.3 → 74.5 | 71.1 → 73.0 | 66.5 → 67.0 | 71.7 → 74.9 | <0.0001 → <0.0001 |
| ARB | 10.6 → 13.9 | 9.7 → 12.7 | 11.5 → 14.9 | 14.0 → 18.9 | 10.2 → 13.5 | <0.0001 → <0.0001 |
| Oral antidiabetic drug | 14.5 → 16.0 | 15.7 → 17.2 | 12.5 → 13.8 | 11.3 → 12.8 | 15.2 → 18.0 | <0.0001 → <0.0001 |
| Insulin | 11.1 → 11.5 | 12.2 → 12.6 | 9.0 → 9.2 | 8.1 → 8.6 | 13.2 → 13.2 | <0.0001 → <0.0001 |
Notes: Values are percentages at entry and → at discharge. Mean doses are provided with standard deviation.
Frequencies of categorical variables in subgroups were compared by Chi-square or Kruskal Wallis test. Continuous variables were compared by two-tailed Wilcoxon rank sum test.
Abbreviations: ACE, angiotensin-converting enzyme; ARB, angiotensin receptor blocker; CAI, cholesterol absorption inhibitor.
Outcomes and guideline achievement at entry and discharge, by education level
| Parameter at entry and discharge | Total | Low education level | Intermediate education level | High education level | Other/unspecified | |
|---|---|---|---|---|---|---|
| Total cholesterol (mg/dL) | 192.1 ± 47.5 → 158.0 ± 35.9 | 193.3 ± 47.7 → 158.8 ± 36.1 | 193.0 ± 46.9 → 157.5 ± 35.3 | 187.1 ± 46.8 → 154.3 ± 34.9 | 186.3 ± 47.5 → 157.6 ± 37.7 | <0.0001 → <0.0001 |
| LDL-C (mg/dL) | 118.8 ± 38.4 → 89.4 ± 28.2 | 119.7 ± 38.3 → 90.0 ± 28.2 | 119.7 ± 38.5 → 89.0 ± 28.2 | 115.9 ± 38.1 → 87.3 ± 27.5 | 112.9 ± 38.9 → 88.3 ± 29.2 | <0.0001 → <0.0001 |
| HDL-C (mg/dL) | 43.5 ± 12.8 → 43.9 ± 12.1 | 43.7 ± 12.9 → 43.9 ± 12.2 | 43.5 ± 13.0 → 44.2 ± 12.2 | 42.6 ± 12.6 → 43.5 ± 11.9 | 42.9 ± 12.0 → 42.9 ± 11.4 | <0.0001 → <0.0001 |
| Triglycerides (mg/dL) | 160.9 ± 80.6 → 139.1 ± 67.0 | 161.8 ± 81.3 → 140.0 ± 67.7 | 161.6 ± 80.1 → 139.0 ± 64.7 | 156.3 ± 78.1 → 133.9 ± 63.5 | 157.4 ± 79.3 → 138.9 ± 72.9 | <0.0001 → <0.0001 |
| LDL-C < 100 mg/dL | 31.1 → 69.6 | 30.1 → 69.0 | 29.7 → 70.4 | 33.5 → 72.0 | 39.5 → 69.8 | <0.0001 → <0.0001 |
| TC < 200 mg/dL | 60.1 → 88.1 | 59.1 → 87.6 | 59.5 → 89.0 | 64.3 → 89.6 | 64.6 → 87.9 | <0.0001 → <0.0001 |
| HDL-C > 50 mg/dL (women)/> 40 mg/dL (men) | 44.5 → 46.4 | 44.5 → 45.4 | 44.9 → 48.3 | 46.7 → 50.8 | 41.5 → 41.5 | <0.0001 → <0.0001 |
| Triglycerides < 150 mg/dL | 54.2 → 66.8 | 53.9 → 66.3 | 53.2 → 66.8 | 56.7 → 68.5 | 57.1 → 68.8 | <0.0001 → <0.001 |
| 130.8 ± 20.3/77.1 ± 11.6 → 122.4 ± 14.4/73.1 ± 9.2 | 131.8 ± 20.3/77.4 ± 11.7 → 123.0 ± 14.5/73.3 ± 9.3 | 129.5 ± 19.9/77.0 ± 11.3 → 121.1 ± 13.7/73.0 ± 8.9 | 128.8 ± 20.3/76.7 ± 11.4 → 120.9 ± 13.7/72.9 ± 8.9 | 130.2 ± 21.1/75.3 ± 11.9 → 123.4 ± 16.0/71.9 ± 9.7 | <0.0001 → <0.0001 | |
| HbA1c (%) | 6.5 ± 1.1 | 6.5 ± 1.1 | 6.3 ± 1.1 | 6.3 ± 1.1 | 6.6 ± 1.1 | <0.0001 |
| Creatinine (mg/dL) | 1.2 ± 0.8 → 1.2 ± 0.8 | 1.2 ± 0.8 → 1.2 ± 0.9 | 1.1 ± 0.7 → 1.1 ± 0.7 | 1.1 ± 0.7 → 1.2 ± 0.7 | 1.2 ± 0.7 → 1.2 ± 0.8 | <0.0001 → <0.0001 |
| Fasting blood glucose (mg/dL) | 107.7 ± 31.9 → 103.9 ± 26.0 | 108.8 ± 32.5 → 104.7 ± 26.5 | 104.9 ± 29.3 → 101.6 ± 23.0 | 104.2 ± 29.1 → 99.4 ± 22.3 | 110.4 ± 36.4 → 109.0 ± 31.9 | <0.0001 → <0.0001 |
| Maximum exercise (W) | 77.8 ± 37.7 → 94.6 ± 40.0 | 72.8 ± 36.5 → 89.5 ± 38.4 | 83.5 ± 37.7 → 101.9 ± 40.1 | 90.0 ± 40.0 → 109.4 ± 42.7 | 80.4 ± 37.0 → 90.6 ± 40.9 | <0.0001 → <0.0001 |
Notes: HbA1c was measured at entry only.
The frequencies of categorical variables in subgroups were compared by chi square or Kruskal Wallis test. Continuous variables were compared by two-tailed Wilcoxon rank sum test.
Abbreviations: LDL-C, low density lipoprotein cholesterol; HDL-C, high density lipoprotein cholesterol; TC, total cholesterol; BP, blood pressure.
Factors associated with good control in the multivariate regression model
| Parameter | OR | 95% CI |
|---|---|---|
| Age (10-year intervals) | 0.99 | 0.99, 0.99 |
| Gender (male, female) | 1.38 | 1.30, 1.46 |
| Diabetes mellitus | 0.90 | 0.85, 0.95 |
| Current smoking | 0.96 | 0.90, 1.02 |
| Peripheral arterial disease | 0.88 | 0.82, 0.95 |
| BMI ≤ 30 kg/m2 | 0.91 | 0.86, 0.96 |
| Mid level education | 0.94 | 0.89, 0.99 |
| High level of education | 1.01 | 0.94, 1.09 |
Notes: A total of 49,907 observations was used in this model. Good control was defined as attainment of LDL-C < 100 mg/dL and blood pressure ≤ 130/80 mmHg at end of cardiac rehabilitation, and improvement of these values during cardiac rehabilitation. The c statistic, which measures how well the model predicts which parameters are more likely to result in good control, was 0.56. For further explanation of the model, please refer to the methods section.
Versus low level education.
Abbreviations: BMI, body mass index; CI, confidence interval; OR, odds ratio.