| Literature DB >> 22704274 |
Anja Frei1, Stefanie Herzog, Katja Woitzek, Ulrike Held, Oliver Senn, Thomas Rosemann, Corinne Chmiel.
Abstract
BACKGROUND: Although a variety of treatment guidelines for Type 2 diabetes patients are available, a majority of patients does not achieve recommended targets. We aimed to characterise Type 2 diabetes patients from Swiss primary care who miss HbA1c treatment goals and to reveal factors associated with the poorly controlled HbA1c level.Entities:
Mesh:
Substances:
Year: 2012 PMID: 22704274 PMCID: PMC3403845 DOI: 10.1186/1475-2840-11-70
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Patient characteristics, clinical measures and association with HbA1c
| Age (years) | 67.1 ± 10.6 | -0.167 | 0.003 a) |
| Male gender (n, %) | 187 (57.4) | | 0.675 b) |
| Nationality Swiss (n, %) | 291 (91.8) | | 0.228 b) |
| Living together with partner/family (n, %) | 246 (78.3) | | 0.392 b) |
| Still working (n, %) | 100 (32.2) | | 0.249 b) |
| Education (years) | 11.6 ± 3.2 | -0.027 | 0.632 a) |
| Smoking status | | | 0.780 c) |
| Current smoker (n, %) | 36 (11.5) | | |
| Former smoker (n, %) | 129 (41.1) | | |
| Never smoker (n, %) | 149 (47.4) | | |
| Duration of diabetes (years) | 9.9 ± 7.6 | 0.019 | 0.740 a) |
| Family history of Type 2 diabetes (n, %) | 186 (57.6) | | 0.987 b) |
| Glycated haemoglobin (HbA1c, %) | 7.7 ± 1.3 | | |
| Fasting serum glucose (mmol/l) | 8.0 ± 2.4 | 0.472 | 0.000 a) |
| Severe hypoglycaemia (≥1, %) 2) | 32 (9.8) | | 0.937 b) |
| Hyperglycaemic episodes (≥1, %) 2) | 19 (5.8) | | 0.091 b), 4d) |
| Self monitoring of blood glucose | |||
| none (n, %) | 65 (19.9) | | 0.352 b) |
| daily (≥1) (n, %) | 133 (40.8) | | 0.122 b) |
| weekly (≥1) (n, %) | 101 (31.0) | | 0.205 b) |
| monthly (≥1) (n, %) | 27 (8.3) | | 0.707 b) |
| Foot status (pathological; n, %) | 52 (16) | | 0.105 b) |
| Peripheral pulse status (pathological; n, %) | 97 (29.8) | | 0.387 b) |
| Monofilament test (pathological; n, %) | 42 (13.5) | | 0.091 b), 4e) |
| Vibratory sensation (pathological; n, %) | 81 (24.9) | | 0.735 b) |
| Annual dilated eye exam | |||
| pathological (n, %) | 28 (8.7) | | 0.898 b) |
| non-pathological (n, %) | 194 (60.1) | | 0.376 b) |
| not conducted (n, %) | 101 (31.2) | | 0.372 b) |
| Number of consultations last year | 8.07 ± 6.0 | -0.051 | 0.355 a) |
| Compliance (1 = very good, 4 = very bad) | 1.87 ± 0.7 | 0.161 | 0.004 a) |
| | | | 0.027 c),3),4f) |
| very good | 109 (33.6) | | |
| rather good | 149 (46) | | |
| rather bad | 64 (19.8) | | |
| very bad | 2 (0.6) | | |
| Blood pressure systolic (mmHg) | 139.1 ± 17.6 | -0.004 | 0.941 a) |
| Blood pressure diastolic (mmHg) | 80.9 ± 10.5 | 0.101 | 0.070 a) |
| Pulse | 73.7 ± 11.9 | 0.024 | 0.671 a) |
| Body-mass index (BMI; kg/m2) | 30.6 ± 5.6 | 0.137 | 0.013 a) |
| Waist circumference (cm) | 108.3 ± 12.4 | 0.105 | 0.059 a) |
| Waist-hip ratio (cm/cm) | 1.0 ± 0.1 | 0.006 | 0.910 a) |
| Cholesterol (mmol/l) | | | |
| Total | 4.8 ± 1.1 | 0.069 | 0.214 a) |
| Low-density lipoprotein (LDL) | 2.7 ± 1.1 | 0.072 | 0.196 a) |
| High-density lipoprotein (HDL) | 1.2 ± 0.4 | -0.088 | 0.113 a) |
| Creatinine (μmol/l) | 82.1 ± 26.8 | -0.009 | 0.866 a) |
| Creatinine-Clearance according to Cockcroft | 96.3 ± 47.6 | 0.108 | 0.052 a) |
1) a) Associations HbA1c with continuous variables by Pearson correlations (coefficient), between HbA1c and categorical variables by b) t-tests and c) ANOVA.
2) In the last 12 months.
3) Compliance categories “rather bad & very bad” categorised because of “very bad” n = 2.
4) HbA1c (%) mean per category of significant t-test and ANOVA results (p < 0.010): d) Hyperglycaemic episodes: yes = 8.5, no = 7.6; e) Monofilament test: pathological = 7.5, non-pathological = 7.8; f) Compliance: very good = 7.5, rather good = 7.7, rather bad & very bad = 8.0.
Comorbidities and association with HbA1c
| Number of comorbidities | 2.66 ± 1.6 | -0.041 | 0.459 a) |
| ≥1 comorbidity (n, %) | 304 (93.3) | | 0.297 b) |
| 0 comorbidities (n, %) | 22 (6.7) | | |
| 1 comorbidity (n, %) | 59 (18.1) | | |
| 2 comorbidities (n, %) | 73 (22.4) | | |
| 3 comorbidities (n, %) | 86 (26.4) | | |
| ≥4 comorbidities (n, %) | 86 (26.4) | | |
| Hypertension (n, %) | 231 (71.3) | | 0.049 b), 4c) |
| Hyperlipidemia (n, %) | 208 (66.7) | | 0.097 b), 4d) |
| Adipositas (n, %)2) | 173 (53.1) | | 0.057 b), 4e) |
| Obese class I (30 – 34.9) (n, %) | 111 (34.1) | | |
| Obese class II (35 – 39.9) (n, %) | 42 (12.9) | | |
| Obese class III (≥ 40) (n, %) | 20 (6.1) | | |
| Coronary heart disease (n, %) | 66 (20.4) | | 0.350 b) |
| Depression (n, %) | 38 (11.7) | | 0.855 b) |
| Asthma / COPD (n, %) | 32 (9.8) | | 0.460 b) |
| Myocardial infarction (n, %)3) | 30 (9.3) | | 0.530 b) |
| Heart failure (n, %) | 22 (6.8) | | 0.823 b) |
| Stroke (n, %)3) | 17 (5.2) | | 0.747 b) |
| Cancer (n, %)3) | 13 (4.2) | 0.570 b) | |
1) a) Associations HbA1c with continuous variables by Pearson correlations, b) between HbA1c and categorical variables by t-tests.
2) BMI ≥ 30.
3) Present or history of.
4) HbA1c (%) mean per category of significant t-test and ANOVA results (p < 0.010): c) Hypertension: yes = 7.6, no = 8.0; d) Hyperlipidemia: yes = 7.6, no = 7.8; e) Adipositas: yes = 7.8, no = 7.6.
Medication and association with HbA1c
| Anitdiabetic therapy | 312 (96.6) | | 0.022 c), 3d) |
| None (n, %) | 12 (3.7) | | |
| Only oral (n, %) 2) | 208 (64.4) | | |
| Only insulin (n, %) 2) | 26 (8.0) | | |
| Combined (insulin and oral) (n, %) 2) | 77 (23.8) | | |
| Specific antidiabetic therapies | | | |
| Insulin (n, %) | 103 (31.9) | | 0.005 b), 3e) |
| Metformin/Biguanid (%) | 254 (78.6) | | 0.384 b) |
| Sulfonylurea (n, %) | 136 (42.1) | | 0.764 b) |
| Gliptine (DPP-III) (n, %) | 44 (13.6) | | 0.425 b) |
| Glitazone (n, %) | 19 (5.9) | | 0.553 b) |
| Glinide (n, %) | 10 (3.1) | | 0.160 b) |
| Incretin mimetic (n, %) | 6 (1.9) | | 0.090 b) 3f) |
| α-Glucosidase inhibitor (n, %) | 4 (1.2) | | 0.837 b) |
| Any antihypertensive agent (n, %) 2) | 246 (76.2) | | 0.098 b), 3g) |
| Diuretics (n, %) | 160 (49.5) | | 0.317 b) |
| Inhibitor of the angiotensin converting enzyme (ACE-I) (n, %) | 156 (48.3) | | 0.213 b) |
| Beta-blocker (n, %) | 101 (31.3) | | 0.321 b) |
| Angiotensin II inhibitor (ARB) (n, %) | 70 (21.7) | | 0.787 b) |
| Calcium antagonists (n, %) | 64 (19.8) | | 0.135 b) |
| others (n, %) | 4 (1.2) | | 0.838 b) |
| Any antiplatelet therapy (n, %) 2) | 179 (55.4) | | 0.700 b) |
| Aspirin (n, %) | 158 (48.9) | | 0.869 b) |
| Phenprocoumon (n, %) | 21 (6.5) | | 0.017 b), 3h) |
| Clopidogrel (n, %) | 17 (5.3) | | 0.505 b) |
| Any lipid-lowering therapy (n, %) 2) | 182 (56.3) | | 0.005 b), 3i) |
| Any antidepressants (n, %) | 37 (11.5) | | 0.751 b) |
| Number of drugs total | 4.8 (2.1) | -0.052 | 0.349 a) |
1) a) Associations HbA1c with continuous variables by Pearson correlations, between HbA1c and categorical variables by b) t-tests and c) ANOVA.
2) 1 or more drugs possible.
3) HbA1c (%) mean per category of significant t-test and ANOVA results (p < 0.010): d) Anitdiabetic therapy: none = 7.2, only oral = 7.6, only insulin = 7.8, combined (insulin and oral) = 8.0; e) Insulin: yes = 8.0, no = 7.6; f) Incretin mimetic: yes = 8.6, no = 7.7; g) Any antihypertensive agent: yes = 7.6, no = 8.0; h) Phenprocoumon: yes = 7.4, no = 7.7; i) Any lipid-lowering therapy: yes = 7.5, no = 7.9.
Patient reported outcomes (SF-36, PACIC and PHQ-9) and association with HbA1c
| | | | |
| Physical functioning | 71.3 ± 26.2 | 0.003 | 0.961 a) |
| Physical role | 64.8 ± 41.7 | -0.056 | 0.326 a) |
| Bodily pain | 67.8 ± 29.7 | -0.006 | 0.921 a) |
| General health | 61.0 ± 18.1 | -0.063 | 0.271 a) |
| Vitality | 57.3 ± 21.5 | -0.105 | 0.065 a) |
| Social functioning | 79.7 ± 23.8 | -0.040 | 0.483 a) |
| Emotional role | 75.6 ± 39.2 | -0.068 | 0.231 a) |
| Mental health | 73.1 ± 19.7 | -0.055 | 0.337 a) |
| Physical component summary scale (PCS) | 43.9 ± 10.9 | -0.020 | 0.723 a) |
| Mental component summary scale (MCS) | 50.1 ± 11.3 | -0.090 | 0.117 a) |
| 3.18 ± 0.85 | -0.041 | 0.491 a) | |
| Patient activation | 3.83 ± 1.13 | -0.037 | 0.520 a) |
| Delivery system/practice design | 3.87 ± 0.82 | -0.019 | 0.749 a) |
| Goal setting/tailoring | 2.86 ± 0.98 | -0.066 | 0.262 a) |
| Problem solving/contextual | 3.26 ± 1.22 | -0.060 | 0.306 a) |
| Follow-up/coordination | 2.66 ± 1.05 | 0.031 | 0.605 a) |
| 5.21 ± 4.76 | 0.043 | 0.457 a) | |
| Major Depression overall (10-27) | 49 (16.2%) | | 0.705 b) |
| No depressive disorder (0-4) | 169 (56%) | | 0.255 b) |
| Light depressive disorder (5-9) | 84 (27.8%) | | 0.342 b) |
| Moderate depressive disorder (10-14) | 35 (11.6%) | | 0.953 b) |
| Severe depressive disorder (15-19) | 8 (2.6%) | | 0.525 b) |
| Most severe depressive disorder (20-27) | 6 (2%) | 0.895 b) | |
1) a) Associations HbA1c with continuous variables by Pearson correlations, b) between HbA1c and categorical variables by t-tests.
Influence on HbA1c: Multiple regression analysis
| | |||
|---|---|---|---|
| Age (years) | -0.016 | -0.033 – 0.002 | 0.085 |
| Sex | 0.055 | -0.272 – 0.381 | 0.744 |
| Compliance | | | |
| good (ref = very good) | 0.237 | -0.110 –0.584 | 0.180 |
| bad & very bad (ref = very good)1) | 0.304 | -0.138 –0.746 | 0.178 |
| Antidiabetic therapy | | | |
| only oral (ref = none) | 0.258 | -0.628 – 1.144 | 0.569 |
| only insulin (ref = none) | 0.469 | -0.589 – 1.526 | 0.385 |
| combined (ref = none) | 0.728 | -0.210 – 1.666 | 0.128 |
| BMI | 0.030 | -0.005 – 0.064 | 0.093 |
| Vitality (SF-36 subscale) | -0.010 | -0.020 – 0.001 | 0.069 |
| Duration of diabetes | 0.008 | -0.016 – 0.032 | 0.518 |
| Living together with partner/family | 0.139 | -0.243 – 0.520 | 0.477 |
| Smoking | | | |
| smoker (ref = never smoker) | 0.028 | -0.494 – 0.549 | 0.917 |
| ex-smoker (ref = never smoker) | 0.087 | -0.254 – 0.428 | 0.618 |
| Depression (PHQ-9) | -0.032 | -0.080 – 0.015 | 0.182 |
| No of comorbidities | -0.120 | -0.241 – 0.001 | 0.052 |
1) Rather bad & very bad categories are merged to one category.