| Literature DB >> 24499517 |
Jean-François Yale1, Taner Damci, Marcel Kaiser, Eddy Karnieli, Kamlesh Khunti, Andreas Liebl, Florian Mm Baeres, Anne Louise Svendsen, Stuart A Ross.
Abstract
BACKGROUND: Obesity is common in type 2 diabetes (T2DM) and is associated with increased risk of morbidity and all-cause mortality. This analysis describes weight changes associated with insulin detemir initiation in real-life clinical practice.Entities:
Year: 2013 PMID: 24499517 PMCID: PMC3851763 DOI: 10.1186/1758-5996-5-56
Source DB: PubMed Journal: Diabetol Metab Syndr ISSN: 1758-5996 Impact factor: 3.320
Baseline characteristics
| N (%) | 17,374 | 3,534 (20.8%) | 6,811 (40.1%) | 4,218 (24.9%) | 2,405 (14.2%) |
| Age (years) | 62 ± 12 | 62 ± 12 | 62 ± 12 | 62 ± 11 | 60 ± 11 |
| Male (%) | 53% | 55% | 58% | 52% | 39% |
| Weight (kg) | 80.8 ± 17.6 | 62.8 ± 8.5 | 76.4 ± 9.2 | 88.6 ± 11.0 | 104.5 ± 15.6 |
| BMI (kg/m2) | 29.2 ± 5.3 | 22.8 ± 1.7 | 27.4 ± 1.4 | 32.1 ± 1.4 | 38.8 ± 3.3 |
| Waist circumference (cm) | 99.3 ± 15.1 | 85.3 ± 9.0 | 96.0 ± 9.7 | 107.3 ± 9.4 | 119.5 ± 12.4 |
| Hip circumference (cm) | 104.0 ± 13.4 | 94.5 ± 8.0 | 102.3 ± 8.4 | 110.7 ± 9.7 | 123.3 ± 14.0 |
| Waist:hip ratio | 0.94 ± 0.11 | 0.90 ± 0.09 | 0.93 ± 0.08 | 0.97 ± 0.10 | 0.98 ± 0.13 |
| Blood pressure (mmHg) | | | | | |
| Systolic | 136 ± 17 | 131 ± 16 | 135 ± 16 | 139 ± 16 | 140 ± 18 |
| Diastolic | 81 ± 10 | 78 ± 9 | 81 ± 9 | 82 ± 10 | 82 ± 11 |
| FBG (mmol/L) | 10.3 ± 3.1 | 9.8 ± 3.0 | 10.0 ± 2.9 | 10.4 ± 3.1 | 10.8 ± 3.1 |
| HbA1c (%) | 8.9 ± 1.6 | 8.7 ± 1.8 | 8.8 ± 1.5 | 9.0 ± 1.5 | 9.1 ± 1.5 |
| Lipd profile (mmol/L) | | | | | |
| Total cholesterol | 5.1 ± 1.2 | 5.0 ± 1.1 | 5.1 ± 1.2 | 5.1 ± 1.2 | 5.0 ± 1.2 |
| HDL | 1.2 ± 0.4 | 1.3 ± 0.4 | 1.2 ± 0.3 | 1.2 ± 0.4 | 1.2 ± 0.3 |
| LDL | 2.9 ± 1.0 | 2.9 ± 0.9 | 3.0 ± 1.0 | 2.9 ± 1.0 | 2.8 ± 1.0 |
| Triglycerides | 2.1 ± 1.2 | 1.8 ± 1.2 | 2.1 ± 1.2 | 2.2 ± 1.2 | 2.4 ± 1.2 |
| Duration of Diabetes (years) | 10 ± 7 | 10 ± 8 | 10 ± 7 | 10 ± 7 | 9 ± 7 |
| Duration of OHA treatment | 8 ± 7 | 9 ± 8 | 8 ± 6 | 8 ± 6 | 8 ± 7 |
| Number of OHAs | | | | | |
| 1 OHA | 29.9% | 33.7% | 30.3% | 26.8% | 26.9% |
| 2 OHAs | 54.1% | 50.4% | 54.8% | 56.7% | 54.2% |
| >2 OHAs | 16.0% | 15.8% | 14.9% | 16.5% | 18.9% |
Continuous measures are shown as mean ± standard deviation.
Glycaemic control, hypoglycaemia, weight, size, lipid profile and blood pressure by BMI subgroup
| | ||||
|---|---|---|---|---|
| HbA1c (%) | ||||
| Final visit | 7.4 ± 1.2 | 7.5 ± 1.1 | 7.7 ± 1.1 | 7.9 ± 1.3 |
| Change | -1.4 ± 1.7** | -1.3 ± 1.5** | -1.3 ± 1.5** | -1.3 ±1.5** |
| FBG (mmol/L) | ||||
| Final visit | 6.8 ± 1.7 | 7.0 ± 1.6 | 7.2 ± 1.8 | 7.7 ± 2.2 |
| Change | -3.0 ± 3.0** | -3.0 ± 2.9** | -3.2 ± 2.9** | -3.2 ± 3.1** |
| Severe hypoglycaemia | ||||
| Pre-insulin | 0.057 | 0.048 | 0.036 | 0.028 |
| Final visit | 0.004 | 0.004 | 0.010 | 0.004 |
| Change | -0.053** | -0.044** | -0.026** | -0.024 |
| Minor hypoglycaemia | ||||
| Pre-insulin | 1.755 | 1.583 | 1.341 | 1.699 |
| Final visit | 2.390 | 2.009 | 1.471 | 1.292 |
| Change | +0.635** | +0.426* | +0.130* | -0.407 |
| Change | +0.75 [0.60; 0.90] | -0.99 [-1.13; -0.84] | -1.89 [-2.16; -1.63] | |
| Waist circumference | 0.10 [-0.12; 0.32] | -0.51 [-0.72; -0.29] | -1.23 [-1.57; -0.88] | -2.18 [-2.64; -1.73] |
| Hip circumference | -0.32 [-0.56;- 0.07] | -0.67 [-0.88; -0.47] | -0.86 [-1.35; -0.36] | -1.30 [-1.90; -0.70] |
| Total cholesterol | -0.26 [-0.31; -0.20] | -0.31 [-0.35; -0.26] | -0.34 [-0.40; -0.27] | -0.35 [-0.42; -0.27] |
| HDH cholesterol | +0.01 [-0.01; 0.03] | +0.01 [0.00; 0.02] | +0.01 [-0.01; 0.03] | +0.02 [-0.01; 0.04] |
| LDL cholesterol | -0.15 [-0.19; -0.10] | -0.16 [-0.20; -0.12] | -0.18 [-0.24; -0.12] | -0.20 [-0.28; -0.13] |
| Triglycerides | -0.23 [-0.29; -0.17] | -0.26 [-0.31; -0.22] | -0.34 [-0.40; -0.28] | -0.44 [-0.52; -0.37] |
| Systolic | -3.03 [-3.59; -2.46] | -3.77 [-4.23; -3.31] | -5.06 [-5.70; -4.43] | -5.10 [-5.97; -4.24] |
| Diastolic | -1.26 [-1.62; -0.91] | -2.31 [-2.59; -2.03] | -2.22 [-2.60; -1.84] | -2.24 [-2.77; -1.71] |
Continuous measures are shown as mean ± standard deviation or mean [95% confidence interval].
**p < 0.001.
*p < 0.01.
Figure 1Insulin dose in units and units per kilogram at final visit by BMI subgroup.
Proportion of patients using oral antidiabetic drugs (OHA) prior to insulin initiation and at end of study
| | ||||
|---|---|---|---|---|
| | | | | |
| Baseline | 71.2% | 81.8% | 85.8% | 87.0% |
| Final Visit | 65.1% | 80.5% | 85.2% | 86.5% |
| Change | -6.1% | -1.3% | -0.6% | -0.5% |
| | | | | |
| Baseline | 19.5% | 16.3% | 14.7% | 13.5% |
| Final Visit | 24.7% | 18.8% | 17.1% | 16.1% |
| Change | +5.2% | +2.5% | +2.4% | +2.6% |
| | | | | |
| Baseline | 19.9% | 12.2% | 8.6% | 7.8% |
| Final Visit | 21.4% | 12.5% | 7.8% | 6.6% |
| Change | +1.5% | +0.3% | -0.8% | -1.2% |
| | | | | |
| Baseline | 57.9% | 58.5% | 61.7% | 60.3% |
| Final Visit | 41.4% | 43.3% | 46.4% | 45.3% |
| Change | -16.5% | -15.2% | -15.3% | -15.0% |
| | | | | |
| Baseline | 10.9% | 11.3% | 12.8% | 15.2% |
| Final Visit | 7.3% | 7.9% | 7.7% | 8.2% |
| Change | -3.6% | -3.4% | -5.1% | -7.0% |
| | | | | |
| Baseline | 3.8% | 5.9% | 7.9% | 9.6% |
| Final Visit | 2.8% | 5.2% | 6.5% | 7.2% |
| Change | -1.0% | -0.7% | -1.4% | -2.4% |
Results of logistic regression models of demographic and study treatment parameters associated with weight loss ≥ 1 kg by final visit
| Baseline HbA1c (%) | | 0.927 | 0.905 | 0.950 | <0.0001 |
| Age (years) | ≥75 | 0.902 | 0.776 | 1.049 | 0.6660 |
| | ≥70 to < 75 | 0.969 | 0.834 | 1.126 | |
| | ≥65 to < 70 | 0.959 | 0.829 | 1.109 | |
| | ≥60 to < 65 | 1.015 | 0.885 | 1.165 | |
| | ≥55 to < 60 | 1.020 | 0.889 | 1.171 | |
| | ≥50 to < 55 | 0.945 | 0.813 | 1.098 | |
| | < 50 (reference group) | 0 | . | . | |
| Gender | Female vs. Male | 0.916 | 0.849 | 0.989 | 0.0229 |
| Duration of Diabetes (years) | >13 | 0.945 | 0.844 | 1.059 | 0.1681 |
| | >8.5 to ≤13 | 0.884 | 0.795 | 0.983 | |
| | >5 to ≤8.5 | 0.898 | 0.807 | 1.000 | |
| | ≤5 (reference group) | 0 | . | . | |
| BMI (kg/m2) | ≥35 | 3.351 | 2.934 | 3.827 | <0.0001 |
| | ≥30 to <35 | 2.389 | 2.130 | 2.681 | |
| | ≥25 to <30 | 1.709 | 1.538 | 1.899 | |
| | <25 (reference group) | 0 | . | . | |
| Previous History | | | | | |
| Pre-insulin Hypoglycaemia | Yes vs. No | 1.113 | 0.940 | 1.318 | 0.4518 |
| Microvascular disease | Yes vs. No | 1.050 | 0.967 | 1.141 | 0.4390 |
| Macrovascular disease | Yes vs. No | 1.021 | 0.934 | 1.116 | 0.4052 |
| Number of OHAs Prior to Insulin Initiation | >2 OHAs | 0.853 | 0.756 | 0.963 | 0.0003 |
| 2 OHAs | 0.928 | 0.850 | 1.012 | | |
| 1 OHA (reference group) | 0 | . | . | | |
| Change in OHA Regimen | Increased | 0.965 | 0.784 | 1.189 | 0.0002 |
| | Decreased | 1.150 | 1.035 | 1.278 | |
| | Unchanged (reference group) | 0 | . | | |
| Concomitant OHA Treatment | | | | | |
| Metformin | Yes vs. No | 1.167 | 1.066 | 1.279 | 0.0009 |
| Sulphonylureas | Yes vs. No | 0.962 | 0.888 | 1.043 | 0.3485 |
| Glinides | Yes vs. No | 0.939 | 0.848 | 1.041 | 0.2315 |
| α-Glucosidase Inhibitors | Yes vs. No | 1.102 | 0.973 | 1.248 | 0.1262 |
| Thiazolidinediones | Yes vs. No | 0.789 | 0.675 | 0.921 | 0.0027 |
| DPP-IV Inhibitors | Yes vs. No | 0.845 | 0.710 | 1.005 | 0.0576 |
| Final Insulin Dose (U/kg) | >0.3 | 0.871 | 0.773 | 0.981 | 0.0241 |
| | 0.2 to <0.3 | 0.887 | 0.791 | 0.994 | |
| | 0.1 to <0.2 | 0.973 | 0.877 | 1.079 | |
| | < 0.1 (reference group) | 0 | . | . | |
| Mean Insulin Dose (U/kg) | >0.27 | 0.836 | 0.740 | 0.945 | 0.0193 |
| | 0.20- < 0.27 | 0.880 | 0.776 | 0.997 | |
| | 0.13- < 0.20 | 0.944 | 0.850 | 1.049 | |
| <0.13 (reference group) | 0 | ||||
The effect size is expressed as Odds Ratios (OR) with 95% confidence intervals (CI).
Figure 2Demographic and treatment parameters associated with weight loss ≥ 1 kg by final visit – results of a final backward elimination logistic regression model. Error bars indicate 95% confidence intervals.