| Literature DB >> 31349606 |
Chun-De Liao1,2, Hung-Chou Chen2,3, Shih-Wei Huang2,4,5, Tsan-Hon Liou6,7.
Abstract
Aging and frailty are associated with a high risk of lean mass (LM) loss, which leads to physical disability and can be effectively alleviated by protein supplementation (PS) and muscle strengthening exercise (MSE). In this study, the associations between LM gain and PS + MSE efficacy (measured using physical outcomes) in elderly patients with a high risk of sarcopenia or frailty were identified. A comprehensive search of online databases was performed to identify randomized controlled trials (RCTs) reporting the efficacy of PS + MSE in elderly patients with sarcopenia or frailty. The included RCTs were analyzed using meta-analysis and risk of bias assessment. We finally included 19 RCTs in this meta-analysis with a median (range/total) Physiotherapy Evidence Database score of 7/10 (5-9/10). The PS + MSE group exhibited significant improvements in the whole-body LM (standard mean difference (SMD) = 0.66; p < 0.00001), appendicular LM (SMD = 0.35; p < 0.00001), leg strength (SMD = 0.65; p < 0.00001), and walking capability (SMD = 0.33; p = 0.0006). Meta-regression analyses showed that changes in appendicular LM were significantly associated with the effect sizes of leg strength (β = 0.08; p = 0.003) and walking capability (β = 0.17; p = 0.04), respectively. Our findings suggest that LM gain after PS + MSE significantly contributes to the efficacy of the intervention in terms of muscle strength and physical mobility in elderly patients with a high risk of sarcopenia or frailty.Entities:
Keywords: exercise training; lean body mass; physical function; protein supplement; sarcopenia
Mesh:
Substances:
Year: 2019 PMID: 31349606 PMCID: PMC6723070 DOI: 10.3390/nu11081713
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Summary of included study characteristics.
| Study | Groups 1 | Age (y) 2 | Sex (F/M) | N | Design | Patient Type | Body Composition Assessment Method | Exercise Intervention | Protein supplement | Measured Time Point | Outcome Results | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Type, Compliance (%, EG/CG) | Frequency × Duration | Type, Compliance (%, EG/CG) 10 | Intake Amount (g/d or g/session) | ||||||||||
| Bjorkman, 2011 | EG: MSE + PS | 69.9 ± 7.4 | 20/3 | 23 | RCT, DB | Sarcopenia | DXA | RET | 2 d/wk × 8 wk | WP, | 14.0 g/d | Baseline | ↑ ALM/FM ratio 6,7 |
| CG: MSE | 69.1 ± 6.9 | 22/2 | 24 | Crossover | (PMR) | NA/NA | (16 sessions) | 85.9/89.3 | Posttest: 8 wk | ↑ CRT 6,7; | |||
| Bonnefoy, 2012 | EG: MSE + PS | 86.3 ± 14.1 4 | 49/4 | 53 | RCT | Pre-frail elder | NA | MET | 7 d/wk × 16 wk | Milk, soy, BCAA | 20.0 g/d | Baseline | FFM 8; |
| CG: Control | 86.0 ± 14.8 4 | 39/10 | 49 | adults | 44/NA | (116 sessions) | 44/NA | Posttest: | ↓ IADL 5,7; | ||||
| Bonnefoy, 2003 | EG: MSE + PS | 83.5 ± 1.2 9 | 50/7 9 | 57 9 | RCT, SB | Frail elder | DLW | MET | 3 d/wk × 36 wk | Proteins | 30.0 g/d | Baseline | FFM 8; |
| CG 1: MSE + PLA-S | individuals | method | 63–70 9 | (108 sessions) | 61/54 | Midtest: | ↑ Leg strength 7 | ||||||
| CG 2: CT + PS | Posttest: | ||||||||||||
| CG 3: CT + PLA-S | |||||||||||||
| Carlsson, 2011 | EG: MSE + PS | 84.4 ± 6.3 | 33/9 | 42 | RCT, DB | Frail | BIA | MET | 2–3 d/wk × 13 wk | Milk protein | 7.4 g/session | Baseline | ICW 8; |
| CG 1: MSE + PLA-S | 85.3 ± 5.5 | 28/13 | 41 | elderly | 79/72 | (29 sessions) | 84/79 | Midtest: | |||||
| CG 2: PS | 82.7 ± 6.4 | 34/13 | 47 | Posttest: | |||||||||
| CG 3: PLA-S | 85.4 ± 7.2 | 36/11 | 47 | ||||||||||
| Dirks, 2017 | EG: MSE + PS | 76.0 ± 8.2 | 11/6 | 17 | RCT, DB | Frail elderly | DXA | RET | 2 d/wk × 24 wk | Milk protein | 30.0 g/d | Baseline | ↑ LBM 6,7; |
| CG: MSE + PLA-S | 77.0 ± 8.2 | 11/6 | 17 | 84 9 | (48 sessions) | NR | Midtest: | ↓ CRT 5,6; | |||||
| Posttest: | ↑ LP 1-RM 5,6 | ||||||||||||
| Englund, 2017 | EG: MSE + PS | 78.1 ± 5.8 | 34/40 | 74 | RCT, DB | Mobility- | DXA | MET | 3 d/wk × 24 wk | Whey proteins | 20.0 g/session | Baseline | ↑ LBM 5,6; |
| CG: MSE + PLA-S | 76.9 ± 4.9 | 35/40 | 75 | limited elderly | >70 | (72 sessions) | >85 | Posttest: | ↑ Leg strength 5,6 | ||||
| Fiatarone, 1994 | EG: MSE + PS | 87.2 ± 6.0 | 16/9 | 25 | RCT, DB | Nursing- | WBP | RET | 3 d/wk × 10 wk | Soy protein | 40.8 g/d | Baseline | WBP 8; |
| CG 1: MSE + PLA-S | 86.2 ± 5.0 | 16/9 | 25 | home residents | method | 97/100 | (30 sessions) | 99/100 | Posttest: | ↑ LP 1-RM 6,7 | |||
| CG 2: PS | 85.7 ± 5.8 | 17/7 | 24 | ||||||||||
| CG 3: PLA-S | 89.2 ± 4.1 | 14/12 | 26 | ||||||||||
| Fielding, 2017 | EG: MSE + PS | 78.1 ± 5.8 | 34/40 | 74 | RCT, DB | Mobility- | DXA | MET | 3 d/wk × 24 wk | Whey proteins | 20.0 g/session | Baseline | ALM |
| CG: MSE + PLA-S | 76.9 ± 4.9 | 35/40 | 75 | limited elderly | 75/72 | (72 sessions) | 88/86 | Posttest: | ↑ GS 5,6,8; | ||||
| Hegerova, 2015 | EG: MSE + PS | 83.6 ± 3.8 | NR | 100 | RCT | Hospitalized | BIA | MET | 6 d/wk × 3 wk | Protein | 20.0 g/d | Baseline | SMM 8; |
| CG: Control 3 | 83.2 ± 3.8 | 100 | elderly adults | NR | (18 sessions) | 83/71.3 | Posttest: | ↓ Barthel index 5,6,7 | |||||
| Imaoka, 2016 | EG: MSE + PS | 87.6 ± 6.5 | 18/5 | 23 | RCT | Institutionalized | BIA | MET | 2 d/wk × 12 wk | Proteins | 4.1 g/d | Baseline | SMI 8; |
| CG 1: MSE | 82.6 ± 9.1 | 16/6 | 22 | frail elderly | NR | (24 sessions) | NR | Posttest: | ↓ Incidence of falls 7 | ||||
| CG 2: PS | 84.6 ± 7.7 | 20/3 | 23 | Follow up: | |||||||||
| CG 3: Control | 82.5 ± 10.9 | 15/8 | 23 | ||||||||||
| Kim, 2016 | EG: MSE + PS | 80.9 ± 2.9 | 36/0 | 36 | RCT | Sarcopenic | BIA | MET | 2 d/wk × 12 wk | Leucine, EAA | 3.0 g/d | Baseline | ↑ LLM 7; |
| CG 1: MSE | 81.4 ± 4.3 | 35/0 | 35 | elderly | NR | (24 sessions) | NR | Posttest: | ↑ Leg strength 7 | ||||
| CG 2: PS | 81.2 ± 4.9 | 34/0 | 34 | women | |||||||||
| CG 3: Control | 81.1 ± 5.1 | 34/0 | 34 | ||||||||||
| Kim, 2012 | EG: MSE + PS | 79.5 ± 2.9 | 38/0 | 38 | RCT, DB | Sarcopenic | BIA | MET | 2 d/w × 12 w | Leucine, EAA | 6.0 g/d | Baseline | ↑ LBM 6; |
| CG 1: MSE | 79.0 ± 2.9 | 39/0 | 39 | elderly | 70.3/71.8–80.5 | (24 sessions) | NR | Posttest: | ↑ LLM 6,7; | ||||
| CG 2: PS | 79.2 ± 2.8 | 39/0 | 39 | women | ↑ Leg strength 6,7 | ||||||||
| CG 3: Control | 78.7 ± 2.8 | 39/0 | 39 | ||||||||||
| Maltais, 2016 | EG 1: MSE + Milk PS | 68.0 ± 5.6 | 0/8 | 8 | RCT, DB | Sarcopenic | DXA | RET | 3 d/w × 16 w | Milk protein, | 19–20.5 g/d | Baseline | ↑ LBM 5,6,7; |
| EG 2: MSE + EAA PS | 64.0 ± 4.8 | 0/8 | 8 | elderly men | >90 9 | (48 sessions) | EAA | (3.5 g leucine) | Posttest: | ||||
| CG: MSE + PLA-S | 64.0 ± 4.9 | 0/10 | 10 | >90 9 | |||||||||
| Molnar, 2016 | EG: MSE + PS | 66.6 ± 1.6 | 10/7 | 17 | RCT | Institutionalized | BIA | MET | 2 d/w × 12 w | WP, Leucine | 33.0 g/d | Baseline | ↑ LBM 7 |
| CG: MSE | 66.4 ± 1.8 | 12/5 | 17 | elderly | NR | (24 sessions) | NR | Posttest: | ↑ Leg strength 7 | ||||
| Rondanelli, 2016 | EG: MSE + PS | 80.8 ± 6.3 | 40/29 | 69 | RCT, DB | Sarcopenic | DXA | MET | 5 d/wk × 12 wk | WP | 22.0 g/d | Baseline | ↑ LBM 6,7; |
| CG: MSE + PLA-S | 80.2 ± 8.5 | 37/24 | 61 | elderly | NR | (60 sessions) | 100 9 | Posttest: | ↑ HG 6,7; | ||||
| Tieland, 2012 | EG: MSE + PS | 78.0 ± 9.0 | 20/11 | 31 | RCT, DB | Frail | DXA | RET | 2 d/wk × 24 wk | Milk protein | 30.0 g/d | Baseline | ↑ LBM 6,7; ↑ |
| CG: MSE + PLA-S | 79.0 ± 6.0 | 21/10 | 31 | elderly | ≥98 9 | (48 sessions) | ≥98 9 | Midtest: | ↑ LP 1-RM 5,6; | ||||
| Yamada, 2019 | EG: MSE + PS | 84.9 ± 5.6 | 20/8 | 28 | RCT, SB | Sarcopenic | DXA | RET | 2 d/wk × 12 wk | WP | 10.0 g/d | Baseline | ↑ ALM 6,7; |
| CG 1: MSE | 84.7 ± 5.1 | 18/10 | 28 | elderly | 88.1/81 | (24 sessions) | 97.6/98.8–100 | Posttest: | ↑ Leg power 5,6,7 | ||||
| CG 2: PS | 83.2 ± 5.7 | 20/8 | 28 | ↓ CRT 5,6; | |||||||||
| CG 3: Control3 | 83.9 ± 5.7 | 15/13 | 28 | ||||||||||
| Yamada, 2015 | EG: MSE + PS | 78.1 ± 5.7 | 19/12 | 31 | RCT | Frail | BIA | Weighted | 7 d/wk × 24 wk | Protein (BCAA) | 10.0 g/d | Baseline | ↑ SMI 7 |
| CG 1: MSE | 75.7 ± 5.8 | 8/7 | 15 | elderly | walking | 80 (67–92) | Posttest: | ||||||
| CG 2: Control 3 | 76.4 ± 6.2 | 15/10 | 25 | NR | |||||||||
| Zdzieblik, 2015 | EG: MSE + PS | 72.3 ± 3.7 | 0/26 | 26 | RCT, DB | Sarcopenic | DXA | RET | 3 d/wk × 12 wk | EAA | 15.0 g/d | Baseline | ↑ FFM 6,7,8 |
| CG: MSE + PLA-S | 72.1 ± 5.5 | 0/27 | 27 | Elderly men | 86.7/90 | (36 sessions) | NR | Posttest: | |||||
Note: 1 All parallels PS + MSE and control groups are presented for each trial. 2 Values are presented as mean and SD (or range). 3 Non supplement, non-exercise training, standardized care. 4 Data was estimated. 5 Significant within-group difference for control compared with baseline. 6 Significant within-group difference for PS + MSE compared with baseline. 7 Significant between-group difference for PS + MSE compared with control. 8 Non-significant between-group difference for PS + MSE compared with control. 9 Values of all samples. 10 Values denote the compliance of protein and placebo supplement (%) in EG and CG, respectively. 11 Only frail participants’ data were extracted. 6MWD, 6-min walk-for-distance; ADL, activities of daily living; ALM, appendicular lean mass; BBS, Berg’s balance scale; BCAA, branched chain amino acids; BIA, bioelectrical impedance analysis; BMI, body mass index; CG, control group; CRT, chair rise time; CSA, cross-sectional area; CT, cognition training; DB, double blind; DLW, doubly labeled water; DXA, dual-energy X-ray absorptiometry; EAA, essential amino acids; EG, experimental group; FIM, functional independence measure; FFM, fat-free mass; FFMI, fat-free mass index; GS, gait speed; HG, handgrip strength; ICW, intra cellular water; LBM, lean body mass; LLM, leg lean mass; LP 1-RM, leg press one repetition maximum; MET, multicomponent exercise training; MSE, muscle strengthening exercise; NA, not applicable; NR, not reported; PASE, Physical Activity Scale for older people; PLA-S, placebo supplement; PMR, polymyalgia rheumatica; PS, protein supplementation; RCT, randomized controlled trial; Ref = reference number; RET, resistance exercise training; RT, reaction time; SB, single blind; SC, stair climbing; SE, standard exercise; SF-36 PF, Short-Form 36-Item Health Survey (physical function subscore); SMI, skeletal muscle mass index; SMM, skeletal muscle mass; SLS, single leg stance; SPPB, short physical performance battery; TUG, timed up-and-go test; WBP, whole body potassium; WP, whey protein; ↑, significant increase; ↓, significant decrease. d: day; wk: week.
Figure 1Flow chart of enrolled studies.
Summary of methodological quality based on the PEDro classification scale a.
| Study Author (year) (Reference Number) | Overall b | Eligibility Criteria c | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
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| Bjorkman 2011 [ | 8/10 |
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| Bonnefoy 2012 [ | 7/10 |
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| Bonnefoy 2003 [ | 7/10 |
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| Carlsson 2011 [ | 9/10 |
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| Dirks 2017 [ | 7/10 |
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| Englund 2017 [ | 6/10 |
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| Fiatarone 1994 [ | 8/10 |
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| Fielding 2017 [ | 6/10 |
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| Hegerova 2015 [ | 7/10 |
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| Imaoka 2016 [ | 6/10 |
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| Kim 2016 [ | 5/10 |
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| Kim 2012 [ | 7/10 |
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| Maltais 2016 [ | 8/10 |
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| Molnar 2016 [ | 6/10 |
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| Rondanelli 2016 [ | 9/10 |
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| Tieland 2012 [ | 7/10 |
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| Yamada 2019 [ | 6/10 |
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| Yamada 2015 [ | 6/10 |
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| Zdzieblik 2015 [ | 8/10 |
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| Summary # | 19 | 19 | 4 | 19 | 9 | 4 | 10 | 17 | 12 | 19 | 19 |
a PEDro, Physiotherapy Evidence Database. Guidline of PEDro scale is available from PEDro database (https://www.pedro.org.au/english/downloads/pedro-scale/). b Points of methodological quality are denoted as “X” for fulfilled criteria. c Not used to calculate the total score. Score was determined by a third assessor. # This was calculated as the number of studies satisfied. PEDro classification scale: 1 = random allocation, 2 = concealed allocation, 3 = similarity at the baseline, 4 = subject blinding, 5 = therapist blinding, 6 = assessor blinding, 7 = more than 85% follow-up for at least one key outcome, 8 = intention-to-treat analysis, 9 = between-group statistical comparison for at least one key outcome, 10 = point and variability measures for at least one key outcome. Methodological quality: high, ≥7 points; medium, 4–6 points; low, ≤3 points.
Figure 2Forest plot summarizing effects of protein supplement (PS) plus muscle strengthening exercise (MSE) on changes of muscle mass, body composition, and physical function at each follow up duration. Each point estimate at each follow up duration (square) and during an overall duration (diamond) presents the combined effect (standard mean difference) of the outcome measure where indicated, with 95% CI (horizontal line). Results plotted on the right-hand side indicate effects in favor of PS plus Ex. The combined effects analyzed by a fixed- or random-effect model are denoted by green and blue colors, respectively; and a black colored square denotes that the combined effect is derived from a single study. 95% CI = 95% confidence interval; Std = standard; IV = inverse variance; SPPB = short physical performance battery.
Summary of overall effects and subgroup analyses results for muscle mass.
| Subgroups | Lean Body Mass | Appendicular Skeletal Muscle Mass | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Comparison, | SMD | (95%CI) | Comparison, | SMD | (95%CI) | |||||
| Overall | 29 | 0.66 | (0.41, 0.91) ‡ | <0.00001 | 79 | 19 | 0.35 | (0.20, 0.50) ‡ | <0.00001 | 59 |
| MQ level | ||||||||||
| PEDro score ≥7/10 | 19 | 0.52 | (0.29, 0.75) ‡ | <0.00001 | 64 | 9 | 0.63 | (0.31, 0.95) ‡ | 0.0001 | 56 |
| PEDro score <7/10 | 10 | 1.09 | (0.41, 1.76) ‡ | <0.00001 | 83 | 10 | 0.06 | (−0.17, 0.29) † | n.s. | 39 |
| Subgroup difference | n.s. | 58.8 | 0.03 | 79.2 | ||||||
| Participant type | ||||||||||
| Community-dwelled | 21 | 0.44 | (0.24, 0.64) ‡ | <0.0001 | 57 | 19 | 0.35 | (0.20, 0.50) ‡ | <0.00001 | 59 |
| Institutionalized resident | 8 | 1.34 | (0.67, 2.01) ‡ | <0.0001 | 84 | 0 | ||||
| Subgroup difference | 0.01 | 84.4 | NA | NA | ||||||
| Participant condition | ||||||||||
| Sarcopenia | 11 | 0.44 | (0.27, 0.62) † | <0.00001 | 17 | 13 | 0.49 | (0.14, 0.85) ‡ | 0.007 | 66 |
| Frailty | 17 | 0.90 | (0.52, 1.27) ‡ | <0.00001 | 82 | 2 | 0.75 | (0.32, 1.18) † | 0.0006 | 0 |
| Other conditions | 1 | −0.20 | (−0.56, 0.16) | n.s. | NA | 4 | 0.03 | (−0.26, 0.33) † | n.s. | 0 |
| Subgroup difference | 0.0002 | 88.4 | 0.02 | 76.0 | ||||||
| Gender | ||||||||||
| Men | 3 | 0.57 | (0.12, 1.03) † | 0.01 | 0 | 2 a | −0.03 | (−0.82, 0.76) † | n.s. | 0 |
| Women | 8 | 0.34 | (0.12, 0.56) † | 0.002 | 22 | 7 | 0.41 | (−0.09 0.91) ‡ | n.s. | 77 |
| Mixed | 18 | 0.82 | (0.46, 1.19) ‡ | <0.0001 | 85 | 10 | 0.45 | (0.13, 0.78) ‡ | 0.006 | 49 |
| Subgroup difference | n.s. | 53.6 | n.s. | 0 | ||||||
| Control group type | ||||||||||
| PLA-S or non-exercise | 10 | 0.89 | (0.42, 1.36) ‡ | 0.0002 | 90 | 5 | 0.80 | (0.04, 1.56) ‡ | 0.04 | 89 |
| Exercise | 14 | 0.53 | (0.21, 0.86) ‡ | 0.001 | 77 | 10 | 0.25 | (−0.02, 0.52) ‡ | n.s. | 50 |
| PS | 5 | 0.65 | (0.03, 1.27) ‡ | 0.04 | 85 | 4 | 0.53 | (−0.16, 1.22) ‡ | n.s. | 55 |
| Subgroup difference | n.s. | 0 | n.s. | 5.4 | ||||||
| Exercise type | ||||||||||
| RET | 11 | 0.57 | (0.25, 0.88) ‡ | 0.0005 | 54 | 12 | 0.37 | (0.13, 0.62) † | 0.002 | 42 |
| MET | 18 | 0.73 | (0.38, 1.07) ‡ | <0.0001 | 85 | 7 | 0.40 | (0.01, 0.79) ‡ | 0.04 | 74 |
| Subgroup difference | n.s. | 0 | n.s. | 0 | ||||||
| PS dose (g/day) b | ||||||||||
| <20 | 10 | 1.06 | (0.43, 1.69) ‡ | 0.0009 | 87 | 7 | 0.24 | (−0.08, 0.55) † | n.s. | 50 |
| ≥20 | 13 | 0.57 | (0.24, 0.90) ‡ | 0.0008 | 78 | 6 | 0.37 | (0.16, 0.58) † | 0.0005 | 28 |
| Subgroup difference | n.s. | 46.1 | n.s. | 0 | ||||||
| Intervention duration (week) | ||||||||||
| <12 | 4 | 0.14 | (−0.18, 0.45) † | n.s. | 0 | 1 | 0.14 | (−0.30, 0.58) | n.s. | NA |
| 12–23 | 21 | 0.69 | (0.42, 0.96) ‡ | <0.00001 | 70 | 17 | 0.38 | (0.09, 0.68) ‡ | 0.01 | 58 |
| ≥24 | 9 | 0.44 | (0.05, 0.83) ‡ | 0.03 | 73 | 3 | 0.49 | (−0.02, 1.00) † | n.s. | 65 |
| Subgroup difference | 0.03 | 70.8 | n.s. | 0 | ||||||
† Fixed-model effect. ‡ Random-model effect. a Comparisons were derived from single trial. b Trials with protein supplement were included and those with amino-acid supplement were excluded. SMD, standard mean difference; I2, heterogeneity; MQ, methodological quality; PEDro, Physiotherapy Evidence Database; n.s., nonsignificant (p > 0.05); PLA-S, placebo supplement; PS, protein supplementation; RET, resistance exercise training; MET, multicomponent exercise training; NA, not applicable.
Summary of overall effects and subgroup analyses results for physical function.
| Subgroups | Leg Muscle Strength | Walk Capability | Chair Rise | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Comparison, | SMD | (95%CI) | Comparison, | SMD | (95%CI) | Comparison, | SMD | (95%CI) | |||||||
| Overall | 23 | 0.65 | (0.39, 0.90) ‡ | <0.00001 | 62 | 23 | 0.33 | (0.14, 0.52) ‡ | 0.0006 | 39 | 13 | 0.17 | (−0.02, 0.37) † | n.s. | 0 |
| MQ level | |||||||||||||||
| PEDro score ≥ 7/10 | 12 | 0.79 | (0.42, 1.16) ‡ | <0.0001 | 66 | 13 | 0.24 | (0.07, 0.41) † | 0.006 | 41 | 7 | 0.10 | (−0.12, 0.32) † | n.s. | 9 |
| PEDro score < 7/10 | 11 | 0.31 | (0.09, 0.52) † | 0.005 | 40 | 10 | 0.25 | (0.03, 0.48) † | 0.02 | 43 | 6a | 0.47 | (0.04, 0.91) † | 0.03 | 0 |
| Subgroup difference | n.s. | 50.5 | n.s. | 0 | n.s. | 55.7 | |||||||||
| Participant type | |||||||||||||||
| Community-dwelled | 19 | 0.56 | (0.28, 0.85) ‡ | 0.0001 | 64 | 20 | 0.32 | (0.11, 0.53) ‡ | 0.002 | 44 | 13 | 0.17 | (−0.02, 0.37) † | n.s. | 0 |
| Institutionalized resident | 4 | 1.02 | (0.62, 1.42) † | <0.00001 | 0 | 3a | 0.46 | (0.00, 0.92) † | 0.05 | 0 | 0 | ||||
| Subgroup difference | 0.009 | 85.2 | n.s. | 0 | NA | NA | |||||||||
| Participant condition | |||||||||||||||
| Sarcopenia | 15 | 0.73 | (0.44, 1.03) ‡ | <0.00001 | 43 | 15 | 0.46 | (0.15, 0.77) ‡ | 0.003 | 51 | 9 | 0.12 | (−0.16, 0.40) † | n.s. | 0 |
| Frailty | 7 | 0.58 | (0.32, 0.84) † | <0.0001 | 51 | 7 | 0.27 | (0.05, 0.49) † | 0.02 | 0 | 4 | 0.23 | (−0.05, 0.50) † | n.s. | 24 |
| Other conditions | 1 | −0.21 | (−0.57, 0.15) ‡ | n.s. | 89 | 1 | 0.00 | (−0.34, 0.34) | n.s. | NA | 0 | ||||
| Subgroup difference | 0.0001 | 88.7 | n.s. | 49.3 | n.s. | 0 | |||||||||
| Gender | |||||||||||||||
| Men | 3 | 0.71 | (−0.25, 1.67) ‡ | n.s. | 68 | 2a | 1.15 | (0.27, 2.03) † | 0.01 | 0 | 2 a | 0.15 | (−0.65, 0.95) † | n.s. | 0 |
| Women | 7 | 0.79 | (0.39, 1.20) ‡ | 0.0001 | 59 | 8 | 0.24 | (0.03, 0.46) † | 0.02 | 45 | 2 | 0.03 | (−0.31, 0.37) † | n.s. | 74 |
| Mixed | 13 | 0.51 | (0.18, 0.83) ‡ | 0.002 | 54 | 13 | 0.21 | (0.03, 0.39) † | 0.02 | 36 | 9 | 0.25 | (−0.00, 0.51) † | n.s. | 0 |
| Subgroup difference | n.s. | 0 | n.s. | 41.7 | n.s. | 0 | |||||||||
| Control group type | |||||||||||||||
| PLA-S or non-exercise | 6 | 1.12 | (0.67, 1.57) ‡ | <0.00001 | 67 | 5 | 0.50 | (0.29, 0.72) † | <0.00001 | 56 | 4 | 0.52 | (0.21, 0.83) † | 0.001 | 0 |
| Exercise | 12 | 0.43 | (0.14, 0.73) ‡ | 0.004 | 63 | 15 | 0.25 | (0.00, 0.50) ‡ | 0.05 | 48 | 7 | 0.00 | (−0.24, 0.24) † | n.s. | 0 |
| PS | 5 | 0.69 | (0.43, 0.96) ‡ | <0.00001 | 56 | 3 | 0.33 | (0.04, 0.61) † | 0.03 | 0 | 2a | 0.31 | (−0.22, 0.84) † | n.s. | 0 |
| Subgroup difference | <0.00001 | 92.5 | n.s. | 0 | 0.04 | 70.1 | |||||||||
| Exercise type | |||||||||||||||
| RET | 14 | 0.61 | (0.38, 0.83) † | <0.00001 | 41 | 14 | 0.44 | (0.11, 0.76) ‡ | 0.008 | 48 | 11 | 0.09 | (−0.14, 0.32) † | n.s. | 0 |
| MET | 9 | 0.68 | (0.25, 1.12) ‡ | 0.002 | 77 | 9 | 0.23 | (0.06, 0.41) † | 0.01 | 27 | 2 | 0.41 | (0.02, 0.79) † | 0.04 | 0 |
| Subgroup difference | n.s. | 0 | n.s. | 0 | n.s. | 48.5 | |||||||||
| PS dose (g/day) b | |||||||||||||||
| <20 | 7 | 0.86 | (0.51, 1.22) † | <0.00001 | 21 | 7 | 0.59 | (−0.05, 1.23) ‡ | n.s. | 66 | 7 | 0.12 | (−0.18, 0.41) † | n.s. | 13 |
| ≥20 | 10 | 0.48 | (0.12, 0.84) ‡ | 0.01 | 63 | 10 | 0.28 | (0.05, 0.50) † | 0.02 | 24 | 6 | 0.22 | (−0.05, 0.48) † | n.s. | 0 |
| Subgroup difference | n.s. | 26.6 | n.s. | 0 | n.s. | 0 | |||||||||
| Intervention duration (week) | |||||||||||||||
| <12 | 3a | 1.06 | (0.58, 1.54) † | <0.0001 | 0 | 4 | 0.10 | (−0.20, 0.41) † | n.s. | 44 | 1 | −0.20 | (−0.61, 0.21) | n.s. | NA |
| 12–23 | 19 | 0.60 | (0.32, 0.89) ‡ | <0.0001 | 59 | 19 | 0.26 | (0.11, 0.42) † | 0.0006 | 36 | 11 | 0.23 | (−0.01, 0.48) † | n.s. | 0 |
| ≥24 | 4 | −0.04 | (−0.28, 0.21) † | n.s. | 0 | 4 | −0.05 | (−0.29, 0.19) † | n.s. | 57 | 3 | −0.09 | (−0.71, 0.52) ‡ | n.s. | 69 |
| Subgroup difference | <0.0001 | 90.5 | n.s. | 2.7 | n.s. | 44 | |||||||||
† Fixed-model effect. ‡ Random-model effect. a Comparisons were derived from single trial. b Trials with protein supplement were included and those with amino-acid supplement were excluded. SMD, standard mean difference; I2, heterogeneity; MQ, methodological quality; PEDro, Physiotherapy Evidence Database; n.s., nonsignificant (p > 0.05); PLA-S, placebo supplement; PS, protein supplementation; RET, resistance exercise training; MET, multicomponent exercise training; NA, not applicable.
Figure 3Multivariate meta-regression between percentage change in lean body mass and effects of PS plus MSE on leg strength. Each circle represents an independent comparison. The size of each circle is proportional to that study’s weight (inverse variance weighted). The regression prediction is represented by the solid line for effect size (SMD) of leg strength. Dotted lines represent the 95% CI. The metaregression model was adjusted for age, methodological quality, and follow-up time of each comparison. PS, protein supplementation; MSE, muscle strengthening exercise; SMD, standard mean difference.
Figure 4Multivariate meta-regression between percentage change in appendicular lean mass and effects of PS plus MSE on leg strength. Each circle represents an independent comparison. The size of each circle is proportional to that study’s weight (inverse variance weighted). The regression prediction is represented by the solid line for effect size (SMD) of leg strength. Dotted lines represent the 95% CI. The metaregression model was adjusted for age, methodological quality, and follow-up time of each comparison. PS, protein supplementation; MSE, muscle strengthening exercise; SMD, standard mean difference.
Figure 5Multivariate meta-regression between percentage change in appendicular lean mass and effects of PS plus MSE on walk capability. Each circle represents an independent comparison. The size of each circle is proportional to that study’s weight (inverse variance weighted). The regression prediction is represented by the solid line for effect size (SMD) of walk capability. Dotted lines represent the 95% CI. The metaregression model was adjusted for age, methodological quality, and follow-up time of each comparison. PS, protein supplementation; MSE, muscle strengthening exercise; SMD, standard mean difference.
Figure 6Funnel plots of the intervention effects for (A) lean body mass, (B) leg strength, and (C) walk capability. Each circle represents an independent comparison, with the x-axis representing standard mean difference (SMD) the over control comparisons and the y-axis showing the standard error (SE) of SMD. The vertical dotted line indicates the mean value of the SMDs.