| Literature DB >> 20682679 |
L Maria Belalcazar1, David M Reboussin, Steven M Haffner, Ron C Hoogeveen, Andrea M Kriska, Dawn C Schwenke, Russell P Tracy, F Xavier Pi-Sunyer, Christie M Ballantyne.
Abstract
OBJECTIVE: We examined whether a 1-year intensive lifestyle intervention (ILI) for weight loss reduced elevated high-sensitivity C-reactive protein (hs-CRP) levels in obese individuals with diabetes and identified metabolic and fitness predictors of hs-CRP change. RESEARCH DESIGN AND METHODS: Look AHEAD (Action for Health in Diabetes) is an ongoing multicenter clinical trial examining the effects of weight loss achieved through ILI on cardiovascular events and overall mortality in obese/overweight adults with type 2 diabetes. We report on 1,759 Look AHEAD participants who had hs-CRP and fitness data at baseline and 1 year. Subjects were randomly assigned to ILI or to usual care (diabetes support and education [DSE]). ILI involved frequent counseling to increase moderate-intensity exercise to 175 min/week, reduce caloric and saturated fat intake, and change macronutrient composition to improve glycemic control.Entities:
Mesh:
Substances:
Year: 2010 PMID: 20682679 PMCID: PMC2963483 DOI: 10.2337/dc10-0728
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 19.112
Baseline characteristics
| ILI | DSE | Overall | |
|---|---|---|---|
|
| 923 | 836 | 1,759 |
| Age | 57.3 ± 7.0 | 57.7 ± 7.3 | 57.5 ± 7.1 |
| 45–55 years | 385 (41.7) | 335 (40.1) | 720 (40.9) |
| 56–65 years | 414 (44.9) | 364 (43.5) | 778 (44.2) |
| 66–76 years | 124 (13.4) | 137 (16.4) | 261 (14.8) |
| Sex | |||
| Male | 378 (41.0) | 342 (40.9) | 720 (40.9) |
| Female | 545 (59.0) | 494 (59.1) | 1,039 (59.1) |
| Ethnicity | |||
| White | 624 (67.7) | 557 (66.6) | 1,181 (67.2) |
| African American | 117 (12.7) | 114 (13.6) | 231 (13.1) |
| Hispanic | 91 (9.9) | 78 (9.3) | 169 (9.6) |
| Native American | 58 (6.3) | 56 (6.7) | 114 (6.5) |
| Asian/Pacific Islander | 8 (0.9) | 8 (1.0) | 16 (0.9) |
| Other/mixed | 24 (2.6) | 23 (2.8) | 47 (2.7) |
| Duration of diabetes (years) | 6.5 ± 6.3 | 6.6 ± 6.2 | 6.6 ± 6.3 |
| History of CVD | 112 (12) | 94 (11) | 206 (12) |
| Metabolic syndrome | 858 (93) | 774 (93) | 1,632 (93) |
| Current tobacco use | 34 (3.7) | 21 (2.5) | 55 (3.1) |
| Statin therapy | 381 (41) | 329 (39) | 710 (40) |
| Thiazolidinedione therapy | 232 (25) | 225 (27) | 457 (26) |
| Insulin therapy | 138 ± 15 | 117 (14) | 255 (15) |
| Estrogen replacement | 162 (29.7) | 143 (29.0) | 305 (29.4) |
| Weight (kg) | 102.0 ± 20.2 | 101.0 ± 18.6 | 101.5 ± 19.5 |
| BMI (kg/m2) | 36.3 ± 6.3 | 36.0 ± 5.9 | 36.2 ± 6.1 |
| Waist circumference (cm) | 114.2 ± 14.2 | 114.1 ± 13.6 | 114.1 ± 13.9 |
| Fasting glucose (mg/dl) | 153.5 ± 44.0 | 157.5 ± 48.9 | 155.4 ± 46.4 |
| A1C (%) | 7.3 ± 1.2 | 7.4 ± 1.2 | 7.3 ± 1.2 |
| Total cholesterol (mg/dl) | 192.2 ± 37.0 | 190.8 ± 37.9 | 191.6 ± 37.5 |
| LDL cholesterol (mg/dl) | 112.9 ± 30.7 | 113.2 ± 32.4 | 113.0 ± 31.5 |
| HDL cholesterol (mg/dl) | 42.8 ± 11.3 | 42.8 ± 11.5 | 42.8 ± 11.4 |
| Triglycerides (mg/dl) | 188.7 ± 130.2 | 179.9 ± 121.9 | 184.5 ± 126.4 |
| Fitness (submaximal) (MET) | 5.2 ± 1.5 | 5.1 ± 1.6 | 5.2 ± 1.5 |
| hs-CRP (mg/l) | |||
| Overall | 4.2 (1.9–9.1) | 4.2 (1.9–8.8) | 4.2 (1.9–8.9) |
| Men | 2.4 (1.3–4.9) | 2.4 (1.1–4.7) | 2.4 (1.2–4.7) |
| Women | 6.3 (3.0–12.0) | 6.3 (2.8–11.5) | 6.3 (3.0–11.7) |
Data are means ± SD, n (%), or median (IQR).
*By self-report.
†Self-reported prior myocardial infarction, stroke, transient ischemic attack, angioplasty/stent, coronary artery bypass graft, carotid endarterectomy, abdominal aortic aneurysm, or heart failure.
Changes in metabolic variables, fitness, and hs-CRP at 1 year
| Variable | ILI | DSE | |
|---|---|---|---|
|
| 922 | 836 | |
| Δ Weight (kg) | −9.0 ± 7.6 | −0.8 ± 5.0 | <0.001 |
| Δ BMI (kg/m2) | −3.2 ± 2.6 | −0.3 ± 1.8 | <0.001 |
| Δ Waist circumference (cm) | −7.4 ± 7.8 | −0.9 ± 6.3 | <0.001 |
| Δ Fasting glucose (mg/dl) | −21.7 ± 44.4 | −6.7 ± 46.8 | <0.001 |
| Δ A1C (%) | −0.7 ± 1.0 | −0.2 ± 0.9 | <0.001 |
| Δ LDL cholesterol (mg/dl) | −4.3 ± 26.2 | −4.8 ± 28.7 | 0.75 |
| Δ Triglycerides (mg/dl) | −32.3 ± 114.8 | −12.6 ± 94.2 | <0.001 |
| Δ HDL cholesterol (mg/dl) | 3.2 ± 6.9 | 1.4 ± 6.6 | <0.001 |
| Δ Fitness (submaximal) (MET) | 1.0 ± 1.4 | 0.3 ± 1.1 | <0.001 |
| hs-CRP in overall group | |||
| 1 year (mg/l) | 2.4 (1.0 to 5.6) | 3.5 (1.7 to 7.4) | |
| Δ (%) | −43.6 | −16.7 | |
| Δ (mg/l) | −1.24 (−3.4 to −0.1) | −0.35 (−2.0 to 0.8) | <0.001 |
| hs-CRP in men | |||
| 1 year (mg/l) | 1.4 (0.8 to 2.9) | 2.2 (1.2 to 4.0) | |
| Δ (%) | −40.5 | −8.3 | |
| Δ (mg/l) | −0.68 (−1.8 to 0.1) | −0.11 (−1.2 to 0.7) | <0.001 |
| hs-CRP in women | |||
| 1 year (mg/l) | 3.3 (1.6 to 7.8) | 5.0 (2.6 to 10.0) | |
| Δ (%) | −47.4 | −20.2 | |
| Δ (mg/l) | −1.75 (−4.7 to −0.3) | −0.58 (−2.8 to 0.8) | <0.001 |
Data are means ± SD or median (IQR) unless otherwise indicated.
*Change (Δ) from baseline to 1 year.
†For difference between ILI and DSE for change in variable from baseline to 1 year.
Figure 1Change in hs-CRP (median and IQR) at 1 year in the DSE arm vs. the ILI arm by quartiles (Q) of change in BMI (top) and A1C (bottom). Change in hs-CRP is a proportional change, with numbers <1.0 indicating a decrease in hs-CRP and those >1.0 an increase in hs-CRP and the horizontal line representing overall mean change. Q1 denotes the greatest reduction in BMI and A1C, respectively.
Metabolic variables as predictors of hs-CRP change with 1-year ILI using multiple variable regression analysis
| Model | B coefficient | SE |
| |
|---|---|---|---|---|
| Model A | 0.072 | |||
| ILI vs. DSE | −0.395 | 0.040 | <0.0001 | |
| Model B | 0.115 | |||
| ILI vs. DSE | −0.168 | 0.046 | <0.001 | |
| Change in BMI | 0.079 | 0.009 | <0.0001 | |
| Model C | 0.114 | |||
| ILI vs. DSE | −0.170 | 0.046 | <0.001 | |
| Change in weight | 0.027 | 0.003 | <0.0001 | |
| Model D | 0.096 | |||
| ILI vs. DSE | −0.268 | 0.044 | <0.0001 | |
| Change in waist circumference | 0.019 | 0.003 | <0.0001 | |
| Model E | 0.112 | |||
| ILI vs. DSE | −0.336 | 0.040 | <0.0001 | |
| Change in fasting glucose | 0.004 | 0.000 | <0.0001 | |
| Model F | 0.100 | |||
| ILI vs. DSE | −0.315 | 0.041 | <0.0001 | |
| Change in HbA1C | 0.153 | 0.021 | <0.0001 | |
| Model G | 0.083 | |||
| ILI vs. DSE | −0.378 | 0.040 | <0.0001 | |
| Change in triglycerides | 0.001 | 0.000 | <0.0001 | |
| Model H | 0.079 | |||
| ILI vs. DSE | −0.375 | 0.040 | <0.0001 | |
| Change in HDL cholesterol | −0.011 | 0.000 | <0.001 | |
| Model I | 0.072 | |||
| ILI vs. DSE | −0.395 | 0.040 | <0.0001 | |
| Change in LDL cholesterol | 0.000 | 0.001 | 0.44 | |
| Model J | 0.086 | |||
| ILI vs. DSE | −0.332 | 0.041 | <0.0001 | |
| Change in fitness | −0.085 | 0.017 | <0.0001 | |
| Model K | 0.11 | |||
| ILI vs. DSE | −0.267 | 0.042 | <0.0001 | |
| Change in A1C | 0.143 | 0.021 | <0.0001 | |
| Change in fitness | −0.072 | 0.016 | <0.0001 | |
| Model L | 0.134 | |||
| ILI vs. DSE | −0.125 | 0.046 | 0.007 | |
| Change in BMI | 0.063 | 0.009 | <0.0001 | |
| Change in A1C | 0.121 | 0.021 | <0.0001 | |
| Change in fitness | −0.033 | 0.017 | 0.0599 | |
| Model M | 0.134 | |||
| ILI vs. DSE | −0.128 | 0.046 | 0.006 | |
| Change in BMI | 0.067 | 0.009 | <0.001 | |
| Change in A1C | 0.119 | 0.021 | <0.001 | |
| Change in HDL cholesterol | −0.006 | 0.003 | 0.029 | |
| Model N | 0.135 | |||
| ILI vs. DSE | −0.133 | 0.046 | 0.004 | |
| Change in BMI | 0.067 | 0.009 | <0.001 | |
| Change in A1C | 0.115 | 0.211 | <0.001 | |
| Change in triglycerides | 0.000 | 0.000 | 0.019 | |
| Model O | 0.136 | |||
| ILI vs. DSE | −0.122 | 0.046 | 0.008 | |
| Change in BMI | 0.062 | 0.009 | <0.001 | |
| Change in A1C | 0.117 | 0.021 | <0.001 | |
| Change in HDL cholesterol | −0.006 | 0.003 | 0.038 | |
| Change in fitness | −0.030 | 0.017 | 0.078 | |
| Model P | 0.136 | |||
| ILI vs. DSE | −0.128 | 0.046 | 0.006 | |
| Change in BMI | 0.061 | 0.009 | <0.001 | |
| Change in A1C | 0.113 | 0.211 | <0.001 | |
| Change in triglycerides | 0.000 | 0.000 | 0.025 | |
| Change in fitness | −0.030 | 0.017 | 0.081 | |
| Model Q | 0.138 | |||
| ILI vs. DSE | −0.125 | 0.046 | 0.007 | |
| Change in BMI | 0.060 | 0.009 | <0.001 | |
| Change in A1C | 0.112 | 0.021 | <0.001 | |
| Change in HDL cholesterol | −0.005 | 0.003 | 0.106 | |
| Change in triglycerides | 0.000 | 0.000 | 0.068 | |
| Change in fitness | −0.029 | 0.017 | 0.095 |
Each model (A–Q) was analyzed independently and adjusted for age, sex, ethnicity, clinic site, history of CVD, smoking, and TZD and statin use. “ILI vs. DSE” is a dichotomous indicator for treatment group. The outcome variable, change in hs-CRP, was log-transformed to correct for a nonnormal distribution.