| Literature DB >> 20185739 |
Beverley Balkau1, Sylviane Vol, Sandrine Loko, Tiana Andriamboavonjy, Olivier Lantieri, Gaelle Gusto, Nicole Meslier, Jean-Louis Racineux, Jean Tichet.
Abstract
OBJECTIVE: Obstructive sleep apnea is common in patients with type 2 diabetes, and its association with insulin and insulin resistance has been examined in cross-sectional studies. We evaluate risk factors for incident observed sleep apnea in a general population not selected for sleep disturbances. RESEARCH DESIGN AND METHODS: A total of 1,780 men and 1,785 women, aged 33 to 68 years, from the cohort Data from an Epidemiologic Study on the Insulin Resistance Syndrome (D.E.S.I.R.) responded to the question, "Has someone said to you that you stop breathing during your sleep?" at baseline and 6 years. Anthropometric, clinical, and biological factors were recorded at both time points.Entities:
Mesh:
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Year: 2010 PMID: 20185739 PMCID: PMC2858172 DOI: 10.2337/dc09-1901
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 19.112
Characteristics of participants at baseline, according to the presence of observed apnea during sleep: the D.E.S.I.R. study
| Men | Women | |||||
|---|---|---|---|---|---|---|
| No observed apnea | Observed apnea | No observed apnea | Observed apnea | |||
| 1,524 (86) | 256 (14) | 1,659 (93) | 126 (7) | |||
| Age (years) | 50 ± 10 | 53 ± 10 | 0.0001 | 50 ± 10 | 54 ± 9 | 0.0001 |
| Diabetes | 4.7 | 11.7 | 0.0001 | 2.4 | 2.4 | 0.9 |
| Anthropometry | ||||||
| BMI (kg/m2) | 25.5 ± 3.1 | 26.6 ± 3.6 | 0.0001 | 24.3 ± 4.2 | 25.8 ± 4.5 | 0.0003 |
| Waist circumference (cm) | 90 ± 9 | 93 ± 10 | 0.0001 | 78 ± 11 | 82 ± 12 | 0.0001 |
| Neck circumference (cm) | 40 ± 2 | 41 ± 3 | 0.0007 | 34 ± 2 | 35 ± 3 | 0.0001 |
| Sleep characteristics | ||||||
| Agitated sleep | 16 | 29 | 0.0001 | 23 | 40 | 0.0001 |
| Difficulty to wake up | 25 | 38 | 0.0001 | 42 | 60 | 0.0001 |
| Chronic unexplained fatigue | 10 | 18 | 0.0002 | 19 | 31 | 0.002 |
| Frequent wakening at night | 34 | 45 | 0.001 | 46 | 59 | 0.006 |
| Snoring | 66 | 89 | 0.0001 | 44 | 71 | 0.0001 |
| Epworth Sleepiness Scale score | 6.2 ± 4.0 | 6.9 ± 4.1 | 0.01 | 5.9 ± 4.2 | 5.7 ± 4.2 | 0.6 |
| Epworth Sleepiness Scale score ≥10 | 20 | 27 | 0.02 | 20 | 21 | 0.8 |
| Biological parameters | ||||||
| Fasting glucose (mmol/l) | 5.6 ± 0.9 | 5.8 ± 1.1 | 0.006 | 5.2 ± 0.7 | 5.2 ± 0.8 | 0.7 |
| A1C (%) | 5.5 ± 0.6 | 5.6 ± 0.6 | 0.002 | 5.4 ± 0.5 | 5.5 ± 0.6 | 0.07 |
| Insulin (pmol/l) | 52 ± 32 | 62 ± 49 | 0.002 | 50 ± 34 | 52 ± 32 | 0.3 |
| HOMA-IR index | 13.1 ± 9.9 | 16.9 ± 17.1 | 0.0006 | 11.9 ± 10.2 | 12.6 ± 8.2 | 0.2 |
| Total cholesterol (mmol/l) | 5.8 ± 0.9 | 5.7 ± 1.0 | 0.6 | 5.6 ± 0.9 | 5.8 ± 1.0 | 0.04 |
| HDL cholesterol (mmol/l) | 1.4 ± 0.4 | 1.4 ± 0.4 | 0.4 | 1.7 ± 0.4 | 1.6 ± 0.4 | 0.5 |
| LDL cholesterol (mmol/l) | 3.8 ± 0.8 | 3.7 ± 0.8 | 0.4 | 3.5 ± 0.9 | 3.6 ± 1.0 | 0.04 |
| Triglycerides (mmol/l) | 1.4 ± 1.2 | 1.5 ± 1.0 | 0.006 | 1.0 ± 0.5 | 1.1 ± 0.6 | 0.04 |
| Blood pressure | ||||||
| Systolic (mmHg) | 133 ± 15 | 137 ± 16 | 0.0002 | 126 ± 16 | 133 ± 18 | 0.0001 |
| Diastolic (mmHg) | 80 ± 9 | 83 ± 10 | 0.0001 | 76 ± 9 | 77 ± 10 | 0.002 |
| Lifestyle factors | ||||||
| Smoking | 21 | 22 | 0.7 | 13 | 12 | 0.8 |
| Alcohol (g/day) | ||||||
| 0 | 11 | 12 | 32 | 35 | ||
| 0–20 g/day | 26 | 25 | 0.8 | 44 | 37 | 0.2 |
| >20 g/day | 63 | 64 | 23 | 28 | ||
| Physically inactive | 27 | 36 | 0.001 | 26 | 37 | 0.007 |
| Drug treatments | ||||||
| Treatment by hypnotics | 1.6 | 2.3 | 0.4 | 2.8 | 7.1 | 0.01 |
Data are means ± SD or %.
*Logarithms taken for analysis.
Anthropometric characteristics in those without observed apnea at baseline, according to 6-year incident observed apnea, after adjustment for age at baseline: the D.E.S.I.R. study
| No observed apnea at 6 years | Observed apnea at 6 years | ||
|---|---|---|---|
| Men | |||
| | 1,310 (86) | 214 (14) | |
| Baseline age (years) | 50 | 51 | |
| Baseline BMI (kg/m2) | 25.4 | 26.0 | 0.006 |
| Baseline waist (cm) | 89.3 | 91.2 | 0.004 |
| Baseline neck (cm) | 39.8 | 40.1 | 0.1 |
| Change in BMI (kg/m2) | 0.57 | 0.83 | 0.02 |
| Change in waist (cm) | 2.41 | 2.75 | 0.4 |
| Change in neck (cm) | 0.42 | 0.58 | 0.2 |
| Women | |||
| | 1,554 (14) | 105 (6) | |
| Baseline age (years) | 50 | 54 | |
| Baseline BMI (kg/m2) | 24.1 | 26.2 | 0.0001 |
| Baseline waist (cm) | 77.4 | 81.8 | 0.0001 |
| Baseline neck (cm) | 34.3 | 34.9 | 0.01 |
| Change in BMI (kg/m2) | 0.86 | 1.21 | 0.05 |
| Change in waist (cm) | 3.01 | 4.16 | 0.06 |
| Change in neck (cm) | 0.40 | 1.23 | 0.0001 |
Data are means unless indicated otherwise.
Baseline cardiometabolic risk factors and their standardized ORs (95% CI) for incident observed apnea: the D.E.S.I.R. study
| Men | Women | Men and women combined | ||||
|---|---|---|---|---|---|---|
| Number of incident cases ( | 214/1,524 (14) | 105/1,659 (6) | 319/3,183 (10) | |||
| Age | 1.12 (0.96–1.31) | 0.1 | 1.32 (1.06–1.64) | 0.01 | 1.18 (1.04–1.34) | 0.008 |
| Waist circumference | 1.25 (1.07–1.46) | 0.004 | 1.50 (1.24–1.80) | 0.0001 | 1.34 (1.19–1.52) | 0.0001 |
| Glucose | 1.01 (0.87–1.17) | 0.8 | 1.14 (0.97–1.34) | 0.1 | 1.07 (0.96–1.19) | 0.2 |
| A1C | 1.04 (0.90–1.20) | 0.6 | 1.04 (0.85–1.27) | 0.7 | 1.05 (0.93–1.18) | 0.4 |
| Insulin | 1.38 (1.15–1.65) | 0.0004 | 1.19 (0.94–1.50) | 0.1 | 1.31 (1.13–1.51) | 0.0002 |
| HOMA-IR index | 1.35 (1.13–1.63) | 0.0008 | 1.23 (0.97–1.54) | 0.08 | 1.31 (1.13–1.51) | 0.0002 |
| Diabetes | 0.64 (0.30–1.35) | 0.2 | 1.43 (0.56–3.64) | 0.4 | 0.81 (0.45–1.46) | 0.5 |
| Total cholesterol | 1.26 (1.08–1.46) | 0.002 | 0.90 (0.72–1.12) | 0.3 | — | |
| HDL cholesterol | 0.93 (0.79–1.10) | 0.4 | 0.86 (0.68–1.09) | 0.2 | 0.90 (0.79–1.03) | 0.1 |
| LDL cholesterol | 1.18 (1.01–1.37) | 0.03 | 0.91 (0.73–1.12) | 0.4 | 1.10 (0.97–1.24) | 0.1 |
| Triglycerides | 1.25 (1.07–1.47) | 0.004 | 1.18 (0.94–1.47) | 0.1 | 1.24 (1.09–1.41) | 0.0009 |
| Systolic blood pressure | 1.06 (0.90–1.24) | 0.5 | 1.02 (0.81–1.28) | 0.8 | 1.05 (0.91–1.19) | 0.5 |
| Diastolic blood pressure | 1.18 (1.01–1.38) | 0.04 | 1.03 (0.83–1.29) | 0.8 | 1.13 (0.99–1.28) | 0.06 |
| Smoking | 1.53 (1.08–2.16) | 0.02 | 1.48 (0.79–2.75) | 0.2 | 1.52 (1.12–2.05) | 0.006 |
| Alcohol | — | |||||
| 0–20 vs. 0 g/day | 0.58 (0.32–1.02) | 0.06 | 1.01 (0.64–1.61) | 0.9 | ||
| >20 vs. 0 g/day | 0.92 (0.57–1.47) | 0.07 | 0.62 (0.36–1.07) | 0.1 | ||
| Physical inactivity | 1.17 (1.84–1.63) | 0.3 | 1.03 (1.00–1.05) | 0.7 | 1.11 (0.85–1.44) | 0.4 |
| Treatment by hypnotics | 3.54 (1.51–8.25) | 0.003 | 1.11 (0.38–3.24) | 0.8 | 2.13 (1.13–4.02) | 0.02 |
Data are ORs (95% CI) unless indicated otherwise. Data are adjusted for age and waist circumference at baseline. The combined analyses have been also adjusted for sex.
*Adjusted for waist circumference only.
†Adjusted for age only.
‡Logarithms taken for analysis.
§Diabetes defined by medication and/or fasting plasma glucose ≥7.0 mmol/l. —, not reported as significant interaction between men and women.