| Literature DB >> 33096793 |
Yoshitaka Hashimoto1, Ayumi Kaji1, Ryosuke Sakai1, Fuyuko Takahashi1, Rena Kawano1, Masahide Hamaguchi1, Michiaki Fukui1.
Abstract
Exercise has been reported to be effective in maintaining and recovering muscle; however, the effect of exercise combined with adequate or inadequate protein intake on muscle mass is not clear. Therefore, this study investigates the effect of exercise habit on changes in muscle mass, with adequate or inadequate protein intake. This retrospective cohort study included 214 elderly patients with type 2 diabetes. The rate of skeletal muscle mass index (SMI) change (%) was defined as ((SMI at follow-up minus SMI at baseline)/(follow-up years [kg/m2/year] × SMI at baseline [kg/m2])) × 100. Adequate protein intake was defined as protein intake ≥1.2 g/kg ideal body weight/day. During a mean follow-up duration of 18.0 (7.1) months, the rate of SMI change was -1.14 (4.10)% in the whole sample. The rate of SMI change of non-habitual exercisers with inadequate protein intake, habitual exercisers with inadequate protein intake, non-habitual exercisers with adequate protein intake, and habitual exercisers with adequate protein intake was -1.22 (3.71), -2.31 (3.30), -1.88 (4.62), and 0.36 (4.29)%, respectively. Compared with patients with exercise habit and adequate protein intake, the odds ratio for decreasing SMI was 2.50 (0.90-6.90, p = 0.078) in patients with no exercise habit and inadequate protein intake, 3.58 (1.24-10.4, p = 0.019) in those with exercise habit and inadequate protein intake, and 3.03 (1.27-7.22, p = 0.012) in those with no exercise habit and adequate protein intake, after adjusting for covariates. Therefore, exercise habit without adequate protein intake was associated with an increased risk of decreasing SMI compared with exercise habit with adequate protein intake.Entities:
Keywords: elderly; exercise; muscle mass; protein; sarcopenia; type 2 diabetes mellitus
Mesh:
Substances:
Year: 2020 PMID: 33096793 PMCID: PMC7589605 DOI: 10.3390/nu12103220
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Figure 1Inclusion and exclusion flow of study participants. BDHQ, Brief-Type Self-administered Diet History Questionnaire.
Clinical characteristics of study participants with and without exercise habit and adequate protein intake.
| All | Exercise (−)/Adequate Protein Intake (−) | Exercise (+)/Adequate Protein Intake (−) | Exercise (−)/Adequate Protein Intake (+) | Exercise (+)/Adequate Protein Intake (+) |
| |
|---|---|---|---|---|---|---|
| Men/Women | 120 94 | 27/25 | 34/22 | 21/19 | 38/28 | 0.772 |
| Age, years | 72.2 (5.1) | 72.9 (5.7) | 71.5 (4.9) | 72.3 (4.6) | 72.2 (5.2) | 0.612 |
| Duration of diabetes, years | 15.6 (10.2) | 17.2 (11.5) | 15.1 (9.5) | 14.5 (11.5) | 15.6 (8.7) | 0.602 |
| Height, cm | 159.9 (8.7) | 159.7 (8.1) | 161.6 (8.5) | 158.5 (9.9) | 159.4 (8.5) | 0.320 |
| Body weight, kg | 60.5 (10.8) | 61.5 (10.7) | 60.6 (11.0) | 59.6 (10.7) | 60.1 (11.0) | 0.857 |
| Body mass index, kg/m2 | 23.7 (3.9) | 24.1 (4.1) | 23.2 (4.1) | 23.8 (4.2) | 23.6 (3.3) | 0.662 |
| Insulin (−/+) | 154/60 | 36/16 | 40/16 | 27/13 | 51/15 | 0.678 |
| Antihypertension medication (−/+) | 84/130 | 19/33 | 20/36 | 15/25 | 30/36 | 0.666 |
| Antilipidemic medication (−/+) | 102/112 | 21/31 | 26/30 | 23/17 | 32/34 | 0.439 |
| Smoking (−/+) | 184/30 | 44/8 | 52/4 | 34/6 | 54/12 | 0.354 |
| Habitual alcohol intake (−/+) | 195/19 | 49/3 | 51/5 | 34/6 | 61/5 | 0.455 |
| Habit of exercise (−/+) | 92/112 | 52/0 | 0/56 | 40/0 | 0/66 | <0.001 |
| Hemoglobin A1c, % | 7.2 (1.0) | 7.0 (0.9) | 7.1 (0.8) | 7.3 (1.2) | 7.2 (1.0) | 0.642 |
| Hemoglobin A1c, mmol/mol | 54.8 (10.7) | 53.4 (10.0) | 54.5 (9.1) | 56.0 (13.1) | 55.4 (10.8) | 0.642 |
| Plasma glucose, mmol/l | 8.1 (2.8) | 8.0(3.1) | 8.1 (2.6) | 8.6 (3.8) | 7.9 (2.0) | 0.627 |
| Creatinine, umol/l | 73.8 (25.5) | 77.2 (22.5) | 74.5 (26.2) | 72.2 (24.9) | 71.7 (27.8) | 0.672 |
| eGFR, ml/min/1.73 m2 | 66.4 (17.8) | 61.4 (17.1) | 66.8 (17.2) | 67.2 (18.7) | 69.5 (17.7) | 0.098 |
| Total energy intake, kcal/day | 1736 (591) | 1421 (374) | 1375 (352) | 2067 (573) * † | 2089 (589) * † | <0.001 |
| Energy intake, kcal/IBW/day | 30.7 (9.8) | 25.1 (5.3) | 23.8 (5.2) | 37.2 (9.0) * † | 37.2 (9.4) * † | <0.001 |
| Total protein intake, g/day | 74.7 (29.9) | 53.6 (11.2) | 53.0 (11.3) | 95.8 (28.6) * † | 96.8 (26.6) * † | <0.001 |
| Animal protein intake, g/day | 46.5 (23.5) | 31.4 (9.5) | 29.4 (10.4) | 61.8 (22.2) * † | 63.8 (21.8) * † | <0.001 |
| Animal protein intake, g/IBW/day | 6.02 (3.05) | 4.05 (1.20) | 3.76 (1.30) | 8.04 (2.79) * † | 8.27 (2.85) * † | <0.001 |
| Vegetable protein intake, g/day | 28.2 (9.8) | 22.3 (7.1) | 23.6 (6.0) | 34.1 (10.8) * † | 33.1 (9.0) * † | <0.001 |
| Vegetable protein intake, g/IBW/day | 3.63 (1.21) | 2.86 (0.84) | 3.01 (0.73) | 4.43 (1.31) * † | 4.27 (1.08) * † | <0.001 |
| Protein intake, g/IBW/day | 1.33 (0.54) | 0.95 (0.17) | 0.92 (0.19) | 1.73 (0.49) * † | 1.73 (0.48) * † | <0.001 |
| Adequate protein intake (−/+) | 108/106 | 45/0 | 46/0 | 0/34 | 0/61 | <0.001 |
| Total fat intake, g/day | 55.1 (21.9) | 43.3 (12.6) | 40.6 (11.2) | 65.2 (17.6) * † | 70.5 (23.7) * † | <0.001 |
| Fat intake, g/IBW/day | 0.98 (0.39) | 0.77 (0.20) | 0.70 (0.18) | 1.18 (0.31) * † | 1.26 (0.42) * † | <0.001 |
| Total carbohydrate intake, g/day | 218.2 (81.7) | 191.1 (67.2) | 182.8 (59.4) | 251.5 (97.6) * † | 249.4 (79.3) * † | <0.001 |
| Carbohydrate intake, g/IBW/day | 3.9 (1.3) | 3.4 (1.1) | 3.2 (1.0) | 4.5 (1.6) * † | 4.4 (1.3) * † | <0.001 |
| Appendicular muscle mass, kg | 17.6 (3.8) | 17.4 (3.8) | 18.1 (3.6) | 17.2 (3.7) | 17.8 (4.1) | 0.673 |
| Body fat mass, kg | 17.6 (7.4) | 19.0 (7.7) | 17.3 (7.8) | 17.6 (7.5) | 16.7 (6.6) | 0.431 |
| Percent body fat mass, % | 28.4 (8.8) | 30.3 (9.0) | 27.8 (8.6) | 28.7 (9.0) | 27.4 (8.5) | 0.313 |
| SMI, kg/m2 | 6.8 (0.9) | 6.8 (0.9) | 6.9 (0.9) | 6.8 (0.8) | 6.9 (1.1) | 0.767 |
| Change in SMI, kg/m2/month | −0.007 (0.023) | −0.007 (0.020) | −0.013 (0.019) | −0.011 (0.027) | 0.001 (0.023) † ‡ | 0.002 |
| Rate of SMI change, % | −1.14 (4.10) | −1.22 (3.71) | −2.31 (3.30) | −1.88 (4.62) | 0.36 (4.29) † ‡ | 0.002 |
| Decreasing SMI (−/+) | 87/127 | 19/33 | 15/41 | 14/26 | 39/27 | 0.002 |
Adequate protein intake was defined as protein intake ≥1.2 g/kg IBW/day. Data are expressed as mean (standard deviation) or counts. The differences between groups were evaluated using Student’s t-test or chi-square test. eGFR, estimated glomerular filtration rate; IBW, ideal body weight; SMI, skeletal muscle mass index. Change in SMI (kg/m2/month) was calculated as (SMI at follow-up examination (kg/m2) minus SMI at baseline examination (kg/m2)) divided the follow up durations (month). Rate of SMI change (%) was calculated as change of SMI (kg/m2/month) × 12/SMI at baseline examination (kg/m2). Decreasing SMI was defined as a rate of SMI change (%)under −0.5%. The difference between groups was evaluated with one-way ANOVA and Tukey-Kramer test, or chi-square test. * p < 0.05 vs. Exercise (−)/Adequate protein intake (−); † p < 0.05 vs. Exercise (+)/Adequate protein intake (−); and ‡ p < 0.05 vs. Exercise (−)/Adequate protein intake (+).
Figure 2The difference of the rate of SMI change (%). Rate of skeletal muscle mass index (SMI) change (%) was calculated as ((SMI at follow-up minus SMI at baseline)/(follow-up years [kg/m2/year] × SMI at baseline [kg/m2])) × 100. (A) Difference in the rate of SMI change (%) between patients with exercise habit and those without. The difference was evaluated using Student’s t-test. (B) Difference in the rate of SMI change (%) between patients with/without exercise habit and adequate protein intake (protein intake ≥1.2 g/kg ideal body weight/day). The difference was evaluated with one-way ANOVA (p = 0.018) and Tukey-Kramer test. * p < 0.05.
Figure 3The association between rate of SMI change and nutrient intake according to the exercise habit. SMI, skeletal muscle mass index; and IBW, ideal body weight. Rate of SMI change (%) was calculated as ((SMI at follow-up minus SMI at baseline)/(follow-up years [kg/m2/year] × SMI at baseline [kg/m2])) × 100. Association between rate of SMI change and diet intakes according to exercise habit using Pearson’s correlation coefficient. Black line represents correlation coefficient for no exercise habit, and red line represents correlation coefficient for exercise habit. The association between rate of SMI change and total energy (kcal/IBW/day), protein (kcal/IBW/day), animal protein (kcal/IBW/day), vegetable protein (kcal/IBW/day), carbohydrate (kcal/IBW/day), and fat intake (kcal/IBW/day) among the participants without exercise habit was given by r = 0.15 (p = 0.150), r = 0.12 (p = 0.253), r = 0.12 (p = 0.268), r = 0.07 (p = 0.489), and r = 0.14 (p = 0.169), respectively. On the other hand, the association between rate of SMI change and total energy (kcal/IBW/day), protein (kcal/IBW/day), animal protein (kcal/IBW/day), vegetable protein (kcal/IBW/day), carbohydrate (kcal/IBW/day), and fat intake (kcal/IBW/day) among the participants with exercise habit was given by r = 0.23 (p = 0.010), r = 0.24 (p = 0.008), r = 0.16 (p = 0.086), r = 0.17 (p = 0.061), and r = 0.24 (p = 0.008), respectively.
Odds ratio for decreasing SMI.
| Model 1 | Mode 2 | Model 3 | ||||
|---|---|---|---|---|---|---|
| OR (95% CI) |
| OR (95% CI) |
| OR (95% CI) |
| |
| Men | 1.22 (0.66–2.25) | 0.520 | 0.40 (0.15–1.09) | 0.072 | 0.43 (0.16–1.18) | 0.095 |
| Age, years | 0.98 (0.92–1.03) | 0.386 | 0.99 (0.93–1.05) | 0.739 | 0.99 (0.93–1.05) | 0.740 |
| Smoking, yes | 0.76 (0.32–1.79) | 0.533 | 0.75 (0.31–1.80) | 0.519 | 0.72 (0.30–1.76) | 0.476 |
| Alcohol consumption, yes | 1.04 (0.36–3.05) | 0.930 | 1.15 (0.38–3.47) | 0.805 | 2.38 (0.25–22.6) | 0.449 |
| Duration of diabetes, years | ― | ― | 1.01 (0.97–1.04) | 0.730 | 1.01 (0.98–1.04) | 0.695 |
| SMI at baseline examination, kg/m2 | ― | ― | 2.49 (1.37–4.55) | 0.002 | 2.40 (1.29–4.47) | 0.004 |
| BMI, kg/m2 | ― | ― | 0.92 (0.83–1.03) | 0.159 | 0.93 (0.82–1.04) | 0.194 |
| Energy intake, kcal/IBW/day | ― | ― | 0.98 (0.94–1.02) | 0.342 | 0.86 (0.62–1.20) | 0.388 |
| Animal proteins intake, kcal/IBW/day | ― | ― | ― | ― | 1.17 (0.87–1.56) | 0.302 |
| Vegetable proteins intake, kcal/IBW/day | ― | ― | ― | ― | 1.03 (0.61–1.74) | 0.915 |
| Carbohydrate intake, kcal/IBW/day | ― | ― | ― | ― | 1.85 (0.42–8.21) | 0.419 |
| Fat intake, kcal/IBW/day | ― | ― | ― | ― | 1.62 (0.06–41.9) | 0.773 |
| Exercise (−)/Adequate protein intake (−) | 2.58 (1.21–5.48) | 0.014 | 1.21 (0.22–6.74) | 0.829 | 2.50 (0.90–6.90) | 0.078 |
| Exercise (+)/Adequate protein intake (−) | 3.77 (1.73–8.19) | <0.001 | 3.37 (1.28–8.85) | 0.014 | 3.58 (1.24–10.4) | 0.019 |
| Exercise (−)/Adequate protein intake (+) | 2.70 (1.19–6.15) | 0.018 | 1.60 (0.73–3.51) | 0.245 | 3.03 (1.27–7.22) | 0.012 |
| Exercise (+)/Adequate protein intake (+) | Ref | ― | Ref | ― | Ref | ― |
SMI, skeletal muscle mass index; OR, odds ratio; CI, confidence interval. Decreasing SMI was defined as a rate of SMI change (%) under −0.5%.
Multiple regression analysis on the rate of SMI change according to protein intake.
| Adequate Protein Intake (−) | Standardized β |
|
|---|---|---|
| Men | 0.06 | 0.679 |
| Age, years | −0.001 | 0.990 |
| Duration of diabetes, years | −0.010 | 0.929 |
| Smoking, yes | −0.145 | 0.201 |
| Alcohol consumption, yes | −0.005 | 0.978 |
| SMI at baseline examination, kg/m2 | −0.014 | 0.940 |
| Body mass index, kg/m2 | −0.207 | 0.205 |
| Energy intake, kcal/IBW/day | 0.236 | 0.672 |
| Animal protein intake, kcal/IBW/day | −0.129 | 0.435 |
| Vegetable protein intake, kcal/IBW/day | −0.124 | 0.547 |
| Carbohydrate intake, kcal/IBW/day | −0.102 | 0.835 |
| Fat intake, kcal/IBW/day | 0.036 | 0.860 |
| Exercise habit, yes | −0.182 | 0.094 |
|
|
|
|
| Men | 0.298 | 0.073 |
| Age, years | 0.039 | 0.704 |
| Duration of diabetes, years | −0.021 | 0.845 |
| Smoking, yes | 0.134 | 0.189 |
| Alcohol consumption, yes | −0.011 | 0.969 |
| SMI at baseline examination, kg/m2 | −0.427 | 0.022 |
| Body mass index, kg/m2 | 0.011 | 0.969 |
| Energy intake, kcal/IBW/day | 0.207 | 0.862 |
| Animal protein intake, kcal/IBW/day | 0.022 | 0.934 |
| Vegetable protein intake, kcal/IBW/day | 0.028 | 0.871 |
| Carbohydrate intake, kcal/IBW/day | −0.140 | 0.860 |
| Fat intake, kcal/IBW/day | −0.028 | 0.953 |
| Exercise habit, yes | 0.255 | 0.011 |
Adequate protein intake was defined as protein intake ≥1.2 g/kg IBW/day. IBW, ideal body weight; SMI, skeletal muscle mass index. Rate of SMI change (%) was calculated as change of SMI (kg/m2/month) × 12/SMI at baseline examination (kg/m2). Gender was defined as women (=0) or men (=1), smoking status was defined as non-smoker (=0) or smoker (=1), alcohol consumption was defined as non-consumer (=0) or consumer (=1), and exercise habit was defined as no exercise habit (=0) or exercise habit (=1).