| Literature DB >> 27936206 |
Gifferd Ko1, Lance E Davidson1,2, Andrea M Brennan1, Miu Lam3, Robert Ross1,4.
Abstract
Abdominal obesity and low cardiorespiratory fitness (CRF) are associated with insulin resistance in older adults. Exercise is associated with improvement in insulin sensitivity. Whether this association is mediated by change in CRF and/or abdominal obesity is unclear. The current study is a secondary analysis of data from a randomized controlled trial in Kingston, Ontario. Sedentary older adults (60-80 years) (N = 80) who completed the exercise (N = 59) or control (N = 21) conditions for 6 months were included. CRF was measured using a treadmill test, adipose tissue (AT) by magnetic resonance imaging, and insulin sensitivity by hyperinsulinemic-euglycemic clamp. Waist circumference (WC) was measured at the iliac crest. Mediation analyses were used to assess whether abdominal AT and/or CRF mediated the exercise-induced change in insulin sensitivity. By comparison to controls, reduction (mean ± SD) was observed for visceral (-0.4 ± 0.4 kg) and abdominal subcutaneous (-0.4 ± 0.4) AT depots, WC (-4.1 ± 3.2 cm) and BMI (-0.9 ± 0.8 kg/m2) (p < 0.05). Insulin sensitivity (4.2 ± 5.2 M/I) and CRF (0.2 ± 0.3 L/min) improved in the exercise group (p < 0.05). All AT variables, BMI and WC were mediators of the change in insulin sensitivity (p < 0.05). After adjustment for change in total AT, abdominal AT remained a mediator with an effect ratio of 0.79 (p < 0.05), whereas total AT was not significant when adjusted for abdominal AT (p > 0.05). The effect ratio for change in WC and BMI combined (0.63, p<0.05) was greater than either alone. In conclusion, CRF did not mediate the exercise-induced change in insulin sensitivity in older adults. Abdominal adiposity was a strong mediator independent of change in total adiposity.Entities:
Mesh:
Year: 2016 PMID: 27936206 PMCID: PMC5147957 DOI: 10.1371/journal.pone.0167734
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Participant Baseline Characteristics and Post-intervention Change Scores.
| Exercise Men (N = 26) | Control Men (N = 8) | Exercise Women (N = 33) | Control Women (N = 13) | Exercise Group (N = 59) | Control Group (N = 21) | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Baseline | Δ | Baseline | Δ | Baseline | Δ | Baseline | Δ | Baseline | Δ | Baseline | Δ | |
| Age, years | 67.6 ± 5.5 | 67.7 ± 4.0 | 67.0 ± 5.8 | 66.7 ± 4.0 | 67.3 ± 5.6 | 67.1 ± 3.9 | ||||||
| BMI, kg/m2 | 30.6 ± 3.2 | -1.0 ± 0.9 | 30.0 ± 2.1 | 0.2 ± 0.3 | 29.3 ± 3.3 | -0.8 ± 0.8 | 30.3 ± 3.1 | 0.01 ± 0.5 | 29.9 ± 3.3 | -0.9 ± 0.8 | 30.2 ± 2.7 | 0.1 ± 0.5 |
| WC, cm | 112.3 ± 8.8 | -5.0 ± 3.1 | 111.2 ± 5.2 | -0.1 ± 2.4 | 98.4 ± 9.6 | -3.4 ± 3.2 | 102.4 ± 7.8 | -0.2 ± 2.0 | 104.5 ± 11.5 | -4.1 ± 3.2 | 105.8 ± 8 | -0.2 ± 2.1 |
| Body Weight, kg | 94.9 ± 12.9 | -3.0 ± 2.2 | 91.8 ± 9.9 | 0.3 ± 0.8 | 77.9 ± 10.8 | -2.1 ± 1.9 | 82.4 ± 10.1 | 0.2 ± 1.3 | 85.4 ± 14.4 | -2.5 ± 2.1 | 86.0 ± 10.8 | 0.2 ± 1.1 |
| VAT, kg | 4.6 ± 1.0 | -0.6 ± 0.4 | 3.7 ± 0.7 | -0.03 ± 0.2 | 2.5 ± 0.9 | -0.2 ± 0.2 | 2.7 ± 1.1 | 0.05 ± 0.2 | 3.4 ± 1.4 | -0.4 ± 0.4 | 3.1 ± 1.1 | 0.02 ± 0.2 |
| AbAT, kg | 9.0 ± 2.5 | -1.1 ± 0.7 | 8.4 ± 1.5 | -0.1 ± 0.3 | 7.7 ± 1.8 | -0.6 ± 0.6 | 8.5 ± 1.9 | 0.00 ± 0.5 | 8.2 ± 2.2 | -0.8 ± 0.7 | 8.5 ± 1.7 | -0.05 ± 0.4 |
| TAT, kg | 34.0 ± 8.7 | -4.1 ± 2.2 | 33.1 ± 6.9 | -0.7 ± 1.1 | 35.0 ± 7.2 | -2.4 ± 2.0 | 37.9 ± 7 | -0.4 ± 1.4 | 34.5 ± 7.8 | -3.1 ± 2.2 | 36.0 ± 7.2 | -0.5 ± 1.3 |
| ASAT, kg | 4.4 ± 1.9 | -0.5 ± 0.4 | 4.7 ± 1 | -0.1 ± 0.2 | 5.2 ± 1.4 | -0.3 ± 0.4 | 5.7 ± 1.2 | 0.04 ± 0.4 | 4.8 ± 1.7 | -0.4 ± 0.4 | 5.4 ± 1.2 | -0.1 ± 0.3 |
| SM, kg | 30.1 ± 3.6 | 0.3 ± 1.2 | 28.9 ± 3.8 | 0.1 ± 0.8 | 19.5 ± 3.0 | 0.4 ± 0.7 | 20.9 ± 2.8 | -0.07 ± 0.7 | 24.2 ± 6.2 | 0.3 ± 0.9 | 23.9 ± 5.1 | 0.03 ± 0.7 |
| CRF, L/min | 2.6 ± 0.5 | 0.3 ± 0.3 | 2.8 ± 0.4 | -0.2 ± 0.3 | 1.8 ± 0.3 | 0.2 ± 0.2 | 1.8 ± 0.3 | -0.1 ± 0.2 | 2.2 ± 0.6 | 0.2 ± 0.3 | 2.2 ± 0.6 | -0.1 ± 0.3 |
| CRF, L/kg SM/min | 0.09 ± 0.02 | 0.01 ± 0.01 | 0.10 ± 0.01 | -0.01 ± 0.01 | 0.09 ± 0.02 | 0.01 ± 0.01 | 0.08 ± 0.01 | 0.00 ± 0.01 | 0.09 ± 0.02 | 0.01 ± 0.01 | 0.09 ± 0.01 | -0.00 ± 0.01 |
| Insulin Sensitivity, M/I | 14.6 ± 7.0 | 4.1 ± 5.1 | 20.6 ± 8.4 | -1.2 ± 5.4 | 23.0 ± 9.0 | 4.2 ± 5.3 | 22.3 ± 8.1 | 1.2 ± 4.8 | 19.3 ± 9.2 | 4.2 ± 5.2 | 21.7 ± 8.0 | 0.2 ± 5.0 |
All data (baseline and post-treatment change scores) given as mean ± standard deviation (SD). All change scores were significantly different from control group (p < 0.05). Δ = change from baseline, BMI = body mass index, VAT = visceral adipose tissue, CRF = cardiorespiratory fitness, AbAT = abdominal adipose tissue, TAT = total adipose tissue, ASAT = abdominal subcutaneous adipose tissue, SM = skeletal muscle, WC = waist circumference. M/I, rate of glucose uptake per unit of insulin per kg of muscle mass per minute x 100.
Simple and Multiple Mediation Analysis on the Association between Exercise and Change in Insulin Sensitivity.
| Variable | Direct effect of exercise on change in insulin sensitivity (after controlling for the effect of the mediator) | Mediation effect on the association between exercise and change in insulin sensitivity | Effect Ratio (Indirect:Total Effect) | ||
|---|---|---|---|---|---|
| B(SE) | p-value | Effect(SE) | 95% CI | ||
| CRF (L/min) | 3.53(1.46) | 0.02 | 0.13(0.69) | -1.39,1.36 | 0.04 |
| CRF (L/kg SM/min) | 2.62(1.47) | 0.08 | 0.95(0.82) | -0.34,2.92 | 0.27 |
| VAT (kg) | 2.16(1.32) | 0.11 | 1.62(0.72) | 0.32,3.16 | 0.43 |
| ASAT (kg) | 2.29(1.33) | 0.09 | 1.23(0.51) | 0.43,2.52 | 0.35 |
| AbAT (kg) | 1.68(1.34) | 0.21 | 1.75(0.64) | 0.62,3.13 | 0.51 |
| TAT (kg) | 1.86(1.41) | 0.19 | 1.71(0.67) | 0.54,3.13 | 0.48 |
| WC (cm) | 1.70(1.42) | 0.24 | 1.62(0.74) | 0.36,3.33 | 0.49 |
| BMI (kg/m2) | 2.07(1.42) | 0.15 | 1.46(0.64) | 0.29,2.84 | 0.41 |
| SM (kg) | 3.80(1.25) | 0.00 | -0.21(0.27) | -1.02,0.12 | 0.06 |
| Total | 1.78(1.33) | 0.18 | 1.88(0.76) | 0.51,3.55 | 0.51 |
| VAT (kg) | 0.85(0.79) | -0.54,2.58 | 0.23 | ||
| ASAT (kg) | 1.03(0.58) | 0.11,2.41 | 0.28 | ||
| Total | 1.70(1.36) | 0.22 | 2.08(0.78) | 0.66,3.69 | 0.55 |
| VAT (kg) | 0.68(0.98) | -1.16,2.65 | 0.18 | ||
| TAT (kg) | 1.40(0.92) | -0.29,3.39 | 0.37 | ||
| Total | 1.91(1.42) | 0.18 | 1.62(0.71) | 0.40,3.22 | 0.46 |
| ASAT (kg) | 0.65(0.84) | -0.92,2.45 | 0.18 | ||
| TAT (kg) | 0.97(1.17) | -1.15,3.56 | 0.27 | ||
| Total | 1.54(1.32) | 0.25 | 1.98(0.79) | 0.59,3.71 | 0.56 |
| AbAT (kg) | 2.78(1.43) | 0.41,6.13 | 0.79 | ||
| TAT (kg) | -0.80(1.34) | -3.98,1.45 | -0.23 | ||
| Total | 1.76(1.39) | 0.21 | 1.99(0.76) | 0.60,3.49 | 0.53 |
| VAT (kg) | 1.17(0.84) | -0.26,3.09 | 0.31 | ||
| BMI (kg/m2) | 0.81(0.80) | -0.68,2.50 | 0.22 | ||
| Total | 2.10(1.44) | 0.15 | 1.44(0.71) | 0.08,2.91 | 0.41 |
| ASAT (kg) | 0.88(0.72) | -0.49,2.42 | 0.25 | ||
| BMI (kg/m2) | 0.57(0.99) | -1.18,2.77 | 0.16 | ||
| Total | 1.57(1.45) | 0.28 | 2.09(0.82) | 0.62,3.88 | 0.57 |
| VAT (kg) | 1.18(0.75) | -0.14,2.86 | 0.32 | ||
| WC (cm) | 0.90(0.85) | -0.58,2.87 | 0.25 | ||
| Total | 1.27(1.43) | 0.38 | 2.07(0.78) | 0.77,3.93 | 0.62 |
| ASAT (kg) | 1.01(0.57) | 0.11,2.43 | 0.30 | ||
| WC (cm) | 1.06(0.79) | -0.29,2.90 | 0.32 | ||
| Total | 1.62(1.43) | 0.26 | 1.88(0.76) | 0.60,3.63 | 0.54 |
| SM (kg) | -0.11(0.26) | -0.90,0.24 | -0.03 | ||
| TAT (kg) | 1.99(0.72) | 0.80,3.67 | 0.57 | ||
| Total | 1.23(1.47) | 0.41 | 2.09(0.84) | 0.66,4.00 | 0.63 |
| WC (cm) | 1.31(0.96) | -0.36,3.41 | 0.39 | ||
| BMI (kg/m2) | 0.78(0.82) | -0.78,2.48 | 0.23 | ||
| Total | 2.15(1.50) | 0.16 | 1.36(0.77) | -0.07,2.97 | 0.39 |
| SM (kg) | -0.07(0.25) | -0.76,0.34 | -0.02 | ||
| BMI (kg/m2) | 1.43(0.69) | 0.19,2.89 | 0.41 | ||
| Total | 1.87(1.50) | 0.22 | 1.47(0.86) | -0.08,3.39 | 0.44 |
| SM (kg) | -0.09(0.28) | -0.86,0.32 | -0.02 | ||
| WC (cm) | 1.56(0.77) | 0.27,3.37 | 0.47 | ||
| Total | 1.51(1.39) | 0.28 | 1.90(0.74) | 0.50,3.43 | 0.56 |
| SM (kg) | -0.04(0.26) | -0.71,0.42 | -0.01 | ||
| AbAT (kg) | 1.94(0.67) | 0.71,3.39 | 0.57 | ||
| Total | 2.15(1.38) | 0.12 | 1.63(0.83) | 0.08,3.41 | 0.43 |
| SM (kg) | -0.04(0.22) | -0.67,0.31 | -0.01 | ||
| VAT (kg) | 1.67(0.79) | 0.21,3.37 | 0.44 | ||
| Total | 2.12(1.36) | 0.12 | 1.28(0.64) | 0.24,2.85 | 0.38 |
| SM (kg) | -0.07(0.25) | -0.79,0.32 | -0.02 | ||
| ASAT (kg) | 1.36(0.55) | 0.54,2.86 | 0.40 | ||
All associations were adjusted for age, baseline insulin sensitivity and baseline proposed mediator. Effect ratio = indirect effect / total effect. In the multiple mediation results, “Total” refers to the combined mediation effect of the two listed variables (e.g. combined mediation effects of total AT and abdominal AT). CRF = cardiorespiratory fitness, VAT = visceral adipose tissue, ASAT = abdominal subcutaneous adipose tissue, AbAT = abdominal adipose tissue, TAT = total adipose tissue, WC = waist circumference, BMI = body mass index, SM = skeletal muscle.
* Associations are significant when the 95% confidence interval (CI) does not cross “0”.
Fig 1Multiple mediation analysis results for selected variables.
AT, adipose tissue; WC, waist circumference; BMI, body mass index. A) Multiple mediation results for abdominal AT and total AT. B) Multiple mediation results for WC and BMI. Effect (SE) *Significant association (p<0.05).