| Literature DB >> 28416496 |
Charlotte Lanhers1, Guillaume Walther2, Robert Chapier3, Bruno Lesourd3, Geraldine Naughton4, Bruno Pereira5, Martine Duclos6, Agnès Vinet2, Philippe Obert2,4, Daniel Courteix3,4, Frédéric Dutheil4,7.
Abstract
OBJECTIVES: To demonstrate that lifestyle modifications will reduce the cost of routine medications in individuals with type 2 diabetes (T2D), through a mechanism involving glycaemic control.Entities:
Keywords: MEDICAL EDUCATION & TRAINING; NUTRITION & DIETETICS
Mesh:
Substances:
Year: 2017 PMID: 28416496 PMCID: PMC5775459 DOI: 10.1136/bmjopen-2016-013763
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Figure 1Study design: a 3-week residential programme with standardised and personalised diet and physical activity, and a 1-year at-home follow-up. 6MWT, 6 min walk test; BP, blood pressure; DXA, densitometry X-ray absorption; HR, heart rate; WC, waist circumference.
Profile of routine medication by class and change at 1 year
| At 1 year | ||||
|---|---|---|---|---|
| Baseline (n=29) | Stop | Decrease | Increase | |
| Diabetes | 26 | 4 | 1 | 1 |
| Blood pressure | 24 | 4 | 1 | 1 |
| Lipid-lowering | 19 | 1 | – | – |
| Analgesic | 1 | – | – | – |
| Other | 14 | 3 | – | 3 |
| ALL | 29 | 12 | 2 | 5 |
| Diabetes | 36 | 4 | 1 | 1 |
| Biguanides | 20 | 3 | 1 | – |
| Sulfamides | 8 | – | – | – |
| Incretins | 1 | – | – | – |
| Glitazones | 2 | 1 | – | – |
| Glinides | 1 | – | – | 1 |
| Others | 4 | – | – | – |
| Insulin (exclusion criteria) | – | – | – | – |
| Blood pressure | 42 | 5 | 1 | 3 |
| β-Blockers | 4 | – | – | 1 |
| ACE inhibitors | 5 | – | 1 | – |
| Angiotensin II receptor antagonists | 13 | 2 | – | – |
| Loop diuretics | 1 | 1 | – | 1 |
| Thiazidic diuretics | 9 | – | – | – |
| Potassium-sparing diuretics | 5 | – | – | 1 |
| Calcium blockers and central agents | 5 | 2 | – | – |
| Lipid-lowering | 20 | 1 | – | – |
| Statins | 13 | 1 | – | – |
| Fibrates | 6 | – | – | – |
| Others | 1 | – | – | – |
| Analgesic | 1 | – | – | – |
| Others | 41 | 7 | – | 4 |
| ALL | 140 | 17 | 2 | 8 |
One-year follow-up of outcomes in type 2 diabetes patients
| Day 0 | Day 20 | Month 3 | Month 6 | Month 12 | Global tendency over time | |
|---|---|---|---|---|---|---|
| Weight, cm | 91.1±13.5 | 86.4±12.4*** | 85.0±12.1***††† | 86.5±13.5*** | 87.2±12.9** | |
| Waist circumference, cm | 105.0±10.4 | 100.0±9.3*** | 97.4±8.3***†† | 98.5±9.2*** | 98.2±9.2*** | |
| Central fat, g | 3250.7±760.4 | 2813.0±625.6*** | 2553.9±595.3***††† | 2631.1±807.0***‡ | 2776.4±712.3*** | |
| Mean blood pressure, mm Hg | 103.9±8.0 | 96.3±8.8*** | 102.3±6.4††† | 104.4±8.7††† | 104.7±9.8††† | |
| Systolic blood pressure, mm Hg | 142.4±11.5 | 133.4±9.7*** | 138.8±8.2*†† | 140.5±11.7‡ | 140.9±12.9§§ | 0.431 |
| Diastolic blood pressure, mm Hg | 84.7±8.7 | 77.8±9.5*** | 84.1±8.4††† | 86.4±8.8‡‡‡ | 86.6±10.2§§§ | |
| Pulse pressure, mm Hg | 57.7±11.8 | 55.6±7.9 | 54.7±11.2 | 54.1±9.9 | 54.3±11.4 | 0.074 |
| HbA1c, % | 7.0±0.8 | 6.6±0.8*** | 6.3±0.7***†† | 6.2±0.7***‡‡ | 6.4±0.8*** | |
| Blood glucose levels, mmol/L | 6.6±1.9 | 5.2±1.1*** | 5.1±1.1*** | 5.4±1.3** | 5.4±1.1** | |
| Insulin, mIU/L | 41.1±13.2 | 34.8±15.1** | 44.7±16.6†† | 52.4±18.1**‡‡‡ | 42.6±16.0§ | |
| Cholesterol, mmol/L | 5.2±1.0 | 4.3±1.1*** | 5.1±1.2††† | 5.0±0.6‡‡‡ | 5.1±0.7§§§ | 0.235 |
| 2.0±1.1 | 1.4±0.3*** | 1.7±0.9* | 1.7±1.0* | 1.9±1.3§ | 0.554 | |
| High-density lipoprotein (HDL), mmol/L | 1.2±0.2 | 1.1±0.2 | 1.3±0.2**†† | 1.3±0.3**‡‡ | 1.3±0.3***§§§ | |
| Low-density lipoprotein (LDL), mmol/L | 3.3±1.2 | 2.5±1.1*** | 3.1±1.1††† | 3.0±0.9‡‡‡ | 3.0±0.7§§ | 0.995 |
| 71.9±20.7 | 76.0±25.8* | 75.1±21.8 | 73.1±20.6 | 75.8±19.9 | 0.300 | |
| 4.9±4.6 | 3.3±3.2* | 5.4±7.1 | 3.0±2.2** | 2.8±2.5** | 0.060 | |
| 4.2±4.5 | 2.9±2.8 | 2.6±3.0** | 2.3±2.1** | 1.9±1.1**§ | ||
| 27.3±73.5 | 40.0±61.0 | 41.2±57.8 | 25.2±51.8 | 24.8±36.4 | 0.420 | |
| 247.7±316.8 | 235.7±298.6 | 179.7±99.2 | 173.5±245.5 | 197.5±258.5 | 0.217 | |
| TNF, pg/mL | 11.4±9.3 | 9.3±4.4 | 5.1±3.1**††† | 5.7±2.4**‡‡‡ | 5.9±3.0*§§§ | |
| Six minutes' walk test, m | 561.7±74.1 | 612.1±64.1*** | 638.3±79.4***†† | 644.8±75.9***‡‡ | 638.8±60.2***§ | |
| 399.3±210.1 | 464.0±242.5** | 584.6±310.1***†† | 597.9±300.8***‡‡ | 592.8±320.2** | ||
| Routine medications: | ||||||
| | 1352.6±1764.8 | 1325.9±1775.9** | 1305.3±1785.9** | 1307.7±1762.9 | 1239.5±1660.3 | 0.135 |
| Routine pills, number | 7.6±3.1 | 6.9±3.4*** | 6.6±3.5***† | 6.5±3.4*** | 6.2±3.2*** | |
| 212.6±35.8 | 188.8±36.2* | 196.0±52.9 | 143.1±43.7* | 135.1±43.9* | ||
| 270.4±37.7 | 263.1±37.4 | 242.7±39.7 | 205.2±37.2*† | 215.0±41.1 | ||
| 146.4±36.0 | 146.4±36.0 | 130.8±36.4 | 145.6±38.0 | 122.7±37.0 | 0.063 | |
| 677.3±282.3 | 677.3±282.3 | 671.5±282.7 | 685.4±282.5 | 613.8±270.6 | 0.069 | |
Significant p Values are written in bold. Variables written in italic did not follow a Gaussian distribution.
***: p<0.001 versus D0; **: p<0.01 versus D0; *: p<0.05 versus D0.
†††: p<0.001 versus D20; ††: p<0.01 versus D20; †: p<0.05 versus D20 (D0 excluded).
‡‡‡: p<0.001 versus M3; ‡‡: p<0.01 versus M3; ‡: p<0.05 versus M3 (D0 and D20 excluded).
§§§: p<0.001 versus M6; §§: p<0.01 versus M6; §: p<0.05 versus M6 (D0, D20 and M3 excluded).
IL-6, interleukin 6; NT-proBNP, N-terminal pro-brain natriuretic peptide; (TNF)-α, tumor necrosis Factor -α; VEGF, vascular endothelial growth factor.
Figure 2Number of routine pills per day (mean±SE) and annual cost of all medications (scattergram). +, mean; −, median; *p<0.05; **p<0.01; ***p<0.001.
Figure 3Annual cost of medications for type 2 diabetes, high blood pressure, dyslipidemia and other medications (scattergrams). +, mean; −, median; *p<0.05; **p<0.01; ***p<0.001.
Figure 4Relationships between cost of routine medication and clinical and biological parameters (generalised estimating equations multivariable analyses). *With blood glucose levels: 0.156 (−0.010–0.322), p=0.066; other results were similar.