| Literature DB >> 35057568 |
Sarah Woo1, Young-Su Ju2, Young-Gyun Seo3, Yoon-Myung Kim4, Hyunjung Lim5, Kyung-Hee Park3.
Abstract
This study compared the effects of a real-world multidisciplinary intervention with additional exercise or nutritional elements and investigated the effectiveness of a booster intervention after weight regain. A total of 242 children and adolescents (age- and sex-specific body mass index [BMI] ≥ 85th percentile, mean age: 10.82 years, 60% male) were allocated to three groups: usual care, exercise, or nutrition. Six-month active treatment with 1:1 session and a maintenance stage with group activities were repeated twice to comprise a 24-month intervention. The primary outcome was change % of the BMI z-score (zBMI). A total of 110 (45.4%) participants completed the 24-month intervention. A mixed-effects model analysis indicated no significant interaction effect of the intervention group and treatment phase on the zBMI change % (p = 0.976). However, there was a significant main effect of the treatment phase on zBMI change % at 6 months (β = -2.98, [95% CI, -5.69-0.27]), 18 months (β = -3.99, [95% CI, -6.76-1.22]), and 24 months (β = -3.23, [95% CI, -5.94-0.52]; p = 0.042). The improvements in zBMI, body fat %, and cardiometabolic markers were observed only among males. Whereas the additive effect of intensive exercise or nutritional feedback was not detected in the long term, a booster intervention with 1:1 counseling was effective even after weight regain during the maintenance period. It may be useful to combine individualized counseling with a less intensive form of group care for long-term maintenance in a real-world setting.Entities:
Keywords: BMI z-score; body composition; booster intervention; cardiometabolic risk markers; lifestyle intervention; maintenance therapy; pediatric obesity
Mesh:
Year: 2022 PMID: 35057568 PMCID: PMC8781150 DOI: 10.3390/nu14020387
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Figure 1Flowchart of participant allocation.
Figure 2Flowchart of the intervention.
Baseline demographic characteristics and measurements.
| Total Participants ( | Completers ( | |||||||
|---|---|---|---|---|---|---|---|---|
| Usual Care Group | Exercise Group | Nutrition Group | Usual Care Group | Exercise Group | Nutrition Group | |||
| Age * | 11.02 (10.01, 12.09) | 10.08 (9.04, 12.03) | 11.01 (9.11, 12.05) | 0.163 | 10.10 (9.10, 12.01) | 10.05 (9.01, 11.76) | 11.00 (9.06, 12.11) | 0.461 |
| Sex | ||||||||
| Male | 51 (60.7%) | 38 (51.4%) | 56 (66.7%) | 0.144 | 25 (64.1%) | 18 (50.0%) | 24 (68.6%) | 0.243 |
| Female | 33 (39.3%) | 36 (48.6%) | 28 (33.3%) | 14 (35.9%) | 18 (50.0%) | 11 (31.4%) | ||
| BMI (kg/m2) * | 27.65 (25.24, 30.13) | 27.40 (25.08, 30.53) | 27.65 (25.78, 30.85) | 0.774 | 27.40 (24.60, 29.20) | 27.50 (24.93, 30.48) | 28.30 (25.30, 30.70) | 0.549 |
| BMI z-score * | 2.15 (1.93, 2.55) | 2.34 (2.01, 2.73) | 2.23 (1.92, 2.59) | 0.175 | 2.12 (1.94, 2.52) | 2.37 (2.02, 2.73) | 2.22 (1.98, 2.64) | 0.322 |
| Fat mass index * | 11.30 (10.25, 12.93) | 11.74 (9.83, 13.25) | 11.45 (10.49, 13.29) | 0.928 | 11.33 (10.30, 12.73) | 11.08 (9.61, 13.23) | 11.45 (10.54, 13.08) | 0.660 |
| Fat-free mass index * | 15.72 (14.41, 17.67) | 15.75 (14.72, 18.03) | 16.27 (15.06, 17.61) | 0.667 | 15.51 (14.40, 17.28) | 15.73 (14.48, 17.65) | 16.37 (14.55, 17.43) | 0.464 |
| Body fat % | 41.87 ± 4.17 | 41.96 ± 4.51 | 41.83 ± 3.65 | 0.979 | 42.35 ± 3.87 | 41.48 ± 5.22 | 41.83 ± 3.16 | 0.661 |
| Monthly household income | ||||||||
| <3 million KRW | 8 (10.7%) | 17 (23.0%) | 13 (16.7%) | 0.303 | 3 (8.1%) | 2 (5.6%) | 7 (20.6%) | 0.272 |
| 3–5 million KRW | 45 (60.0%) | 37 (50.0%) | 47 (60.3%) | 22 (59.5%) | 24 (66.7%) | 20 (58.8%) | ||
| ≥5 million KRW | 22 (29.3%) | 20 (27.0%) | 18 (23.1%) | 12 (32.4%) | 10 (27.8%) | 7 (20.6%) | ||
| AST (U/L) * | 21.50 (18.00, 27.00) | 22.00 (18.75, 27.25) | 24.00 (19.00, 33.00) | 0.117 | 21.00 (18.00, 28.00) | 22.00 (18.00, 25.50) | 25.00 (19.00, 33.00) | 0.165 |
| ALT (U/L) * | 20.00 (14.00, 30.50) | 21.50 (13.00, 2.35) | 26.00 (16.00, 51.75) | 0.053 | 19.00 (16.00, 29.00) | 19.00 (13.00, 31.75) | 26.00 (16.00, 53.00) | 0.143 |
| TG (mg/dL) * | 99.00 (62.00, 147.50) | 97.00 (80.00, 134.75) | 103.00 (74.00, 137.75) | 0.815 | 93.00 (67.00, 151.00) | 101.50 (83.50, 144.00) | 123.00 (68.00, 161.00) | 0.623 |
| HDL-C (mg/dL) * | 50.00 (41.25, 59.00) | 50.00 (41.75, 58.25) | 48.50 (42.25, 57.00) | 0.774 | 51.00 (42.00, 60.00) | 47.00 (41.25, 53.75) | 47.00 (40.00, 53.00) | 0.279 |
| LDL-C (mg/dL) | 113.57 ± 23.64 | 110.49 ± 23.24 | 108.54 ± 25.96 | 0.403 | 118.03 ± 21.03 | 110.31 ± 23.44 | 110.60 ± 23.67 | 0.250 |
| FBS (mg/dL) * | 88.00 (82.25, 93.00) | 88.00 (83.75, 94.00) | 89.00 (95.00, 93.75) | 0.424 | 89.00 (81.00, 93.00) | 88.00 (84.00, 94.00) | 89.00 (86.00, 93.00) | 0.692 |
| Insulin (μU/mL) * | 16.80 (12.40, 23.48) | 19.75 (13.08, 27.25) | 19.20 (14.13, 26.25) | 0.185 | 16.20 (12.40, 23.70) | 20.30 (13.13, 25.25) | 18.60 (14.20, 24.20) | 0.578 |
| HOMA-IR * | 3.97 (2.64, 4.92) | 4.09 (2.97, 6.23) | 4.09 (3.00, 6.03) | 0.140 | 3.63 (2.63, 5.05) | 4.41 (2.92, 5.50) | 4.09 (2.99, 5.61) | 0.424 |
| Total energy intake (kcal) * | 2066.90 (1808.86, 2429.10) | 2084.34 (1767.26, 2402.37) | 2181.52 (1927.96, 2434.87) | 0.234 | 2061.37 (1850.96, 2357.49) | 1998.27 (1698.82, 2393.29) | 2221.56 (1948.25, 2437.43) | 0.267 |
| Physical activity (METs) * | 1146.00 (390.00, 4120.00) | 1040.00 (390.00, 2530.00) | 2240.00 (910.00, 4050.00) | 0.014 † | 1080.00 (480.00, 4000.00) | 1080.00 (400.00, 2400.00) | 2760.00 (600.00, 4560.00) | 0.054 |
Abbreviations: BMI, body mass index; KRW, Korean Republic Won; AST, aspartate aminotransferase; ALT, alanine aminotransferase; TG, triglyceride; HDL-C, high-density lipoprotein cholesterol; LDL-C, low-density lipoprotein cholesterol; FBS, fasting blood sugar; HOMA-IR, homeostasis model assessment for insulin resistance; METs, metabolic equivalent of tasks. Data are presented as mean ± standard deviation for continuous variables (one-way ANOVA), and number (%) for categorical variables (chi-square test). * Median (interquartile range) for non-normally distributed data (Kruskal–Wallis test). † significant group difference between Exercise and Nutrition Group according to Bonferroni’s post hoc analysis.
Figure 3The course of BMI z-score change percentage from baseline according to the treatment stages. Linear mixed model adjusted for sex, age, attendance rate, calorie intake, and physical activity (METS). Figure shows means with standard error bars. (a) change % according to the intervention groups. Group effect (p = 0.772), time effect (p = 0.043), group × time interaction effect (p = 0.976). (b) change % in total, adjusted for intervention groups: time effect (p = 0.042).
Changes in secondary outcomes according to intervention groups and treatment stages.
| Usual Care Group ( | Exercise Group ( | Nutrition Group ( | Total Participants ( | β (95% CI) | |||
|---|---|---|---|---|---|---|---|
| zBMI | |||||||
| Baseline | 2.27 (0.06) | 2.39 (0.06) | 2.27 (0.05) | 2.31 (0.05) | reference | ||
| change at 6 mo | −0.02 (0.05) | −0.12 (0.05) | −0.07 (0.05) | −0.07 (0.03) | −0.07 (−0.13, −0.02) | ||
| change at 12 mo | −0.03 (0.05) | −0.06 (0.05) | −0.05 (0.05) | −0.04 (0.03) | −0.05 (−0.10, 0.01) | ||
| change at 18 mo | −0.06 (0.05) | −0.10 (0.05) | −0.12 (0.05) | −0.09 (0.03) | −0.09 (−0.15, −0.04) | ||
| change at 24 mo | −0.04 (0.05) | −0.09 (0.05) | −0.06 (0.05) | 0.931 | −0.07 (0.03) | −0.07 (−0.12, −0.01) | 0.016 |
| FMI | |||||||
| Baseline | 11.77 (0.36) | 11.61 (0.48) | 11.94 (0.41) | 11.77 (0.24) | reference | ||
| change at 6 mo | −0.01 (0.22) | −0.32 (0.24) | −0.01 (0.24) | −0.11 (0.14) | −0.14 (−0.42, 0.14) | ||
| change at 12 mo | 0.03 (0.22) | −0.01 (0.24) | −0.07 (0.24) | −0.02 (0.14) | −0.05 (−0.33, 0.24) | ||
| change at 18 mo | 0.12 (0.23) | 0.19 (0.25) | −0.26 (0.25) | −0.02 (0.14) | −0.01 (−0.30, 0.28) | ||
| change at 24 mo | 0.20 (0.22) | 0.27 (0.24) | 0.15 (0.24) | 0.753 | 0.21 (0.14) | 0.18 (−0.11, 0.46) | 0.279 |
| FFMI | |||||||
| Baseline | 15.96 (0.39) | 16.15 (0.37) | 16.49 (0.37) | 16.19 (0.22) | reference | ||
| change at 6 mo | 0.32 (0.11) | 0.03 (0.12) | 0.24 (0.12) | 0.20 (0.07) | 0.22 (0.08, 0.36) | ||
| change at 12 mo | 0.74 (0.11) | 0.76 (0.12) | 0.73 (0.12) | 0.74 (0.07) | 0.76 (0.62, 0.90) | ||
| change at 18 mo | 1.20 (0.11) | 0.82 (0.12) | 1.04 (0.12) | 1.02 (0.07) | 1.04 (0.90, 1.18) | ||
| change at 24 mo | 1.44 (0.11) | 1.18 (0.11) | 1.21 (0.12) | 0.162 | 1.28 (0.07) | 1.30 (1.16, 1.44) | <0.001 |
| Body fat percentage (%) | |||||||
| Baseline | 42.35 (0.62) | 41.48 (0.87) | 41.83 (0.53) | 41.90 (0.40) | reference | ||
| change at 6 mo | −0.57 (0.49) | −0.63 (0.52) | −0.49 (0.53) | −0.56 (−1.14, 0.02) | −0.63 (−1.24, −0.02) | ||
| change at 12 mo | −1.03 (0.49) | −1.21 (0.53) | −1.20 (0.53) | −1.14 (−1.72, −0.55) | −1.21 (−1.82, −0.60) | ||
| change at 18 mo | −1.73 (0.51) | −0.91 (0.54) | −2.13 (0.55) | −1.60 (−2.20, −1.00) | −1.66 (−2.29, −1.03) | ||
| change at 24 mo | −1.96 (0.49) | −1.37 (0.52) | −1.67 (0.53) | 0.674 | −1.68 (−2.26, −1.10) | −1.74 (−2.35, −1.13) | <0.001 |
| AST (U/L) | |||||||
| Baseline | 27.51 (3.26) | 25.39 (2.53) | 32.40 (3.80) | 28.37 (1.87) | reference | ||
| change at 6 mo | −4.05 (2.55) | −0.98 (2.71) | −7.20 (2.73) | −4.09 (1.53) | −4.46 (−7.23, −1.69) | ||
| change at 12 mo | −2.48 (2.57) | 0.45 (2.71) | −7.19 (2.77) | −3.05 (1.55) | −3.42 (−6.21, −v0.62) | ||
| change at 18 mo | −3.53 (2.63) | 1.52 (2.82) | −8.26 (2.75) | −3.53 (1.57) | −3.90 (−6.76, −1.05) | ||
| change at 24 mo | −3.34 (2.57) | −2.34 (2.73) | −7.66 (2.73) | 0.473 | −4.42 (1.54) | −4.79 (−7.58, −2.01) | 0.006 |
| ALT (U/L) | |||||||
| Baseline | 31.46 (6.41) | 32.69 (6.21) | 44.86 (7.60) | 36.13 (3.90) | reference | ||
| change at 6 mo | −7.59 (4.60) | −4.38 (4.87) | −14.94 (4.89) | −8.94 (2.76) | −16.87 (−23.67, −10.08) | ||
| change at 12 mo | −0.73 (4.65) | 7.31 (4.87) | 0.49 (5.03) | 2.21 (2.80) | −5.72 (−12.57, 1.13) | ||
| change at 18 mo | −0.08 (4.83) | −1.47 (5.21) | −12.70 (4.95) | −4.74 (2.88) | −12.67 (−19.67, −5.68) | ||
| change at 24 mo | −1.52 (4.65) | −3.36 (4.92) | −9.65 (4.89) | 0.398 | −4.76 (2.78) | −12.69 (−19.52, −5.86) | <0.001 |
| TG (mg/dL) | |||||||
| Baseline | 110.13 (8.97) | 114.22 (7.56) | 118.63 (9.29) | 114.17 (4.96) | reference | ||
| change at 6 mo | 6.15 (7.68) | 10.21 (8.14) | −12.01 (8.20) | 1.39 (4.62) | 2.28 (−7.59, 12.14) | ||
| change at 12 mo | 15.58 (7.75) | −10.22 (8.14) | 0.58 (8.38) | 2.09 (4.67) | 2.98 (−6.97, 12.93) | ||
| change at 18 mo | 3.55 (7.99) | −5.92 (8.59) | −13.13 (8.28) | −5.21 (4.78) | −4.33 (−14.49, 5.83) | ||
| change at 24 mo | 3.84 (7.75) | −5.03 (8.21) | −1.33 (8.20) | 0.113 | −0.88 (4.65) | 0.00 (−9.92, 9.93) | 0.664 |
| HDL-C (mg/dL) | |||||||
| Baseline | 51.03 (1.66) | 49.44 (2.06) | 47.69 (1.63) | 49.45 (1.03) | reference | ||
| change at 6 mo | −0.26 (1.17) | −1.39 (1.24) | 2.05 (1.25) | 0.15 (0.70) | −0.03 (−1.49, 1.44) | ||
| change at 12 mo | 0.12 (1.18) | 2.24 (1.24) | 3.76 (1.28) | 1.99 (0.71) | 1.82 (0.34, 3.30) | ||
| change at 18 mo | 0.66 (1.22) | 1.44 (1.31) | 3.02 (1.26) | 1.71 (0.73) | 1.54 (0.03, 3.05) | ||
| change at 24 mo | 0.02 (1.18) | 2.08 (1.25) | 0.56 (1.25) | 0.182 | 0.87 (0.71) | 0.70 (−0.78, 2.17) | 0.040 |
| LDL-C (mg/dL) | |||||||
| Baseline | 118.03 (3.37) | 110.31 (3.91) | 110.60 (4.00) | 113.14 (2.17) | reference | ||
| change at 6 mo | −7.54 (2.54) | −3.47 (2.70) | −1.25 (2.71) | −4.15 (1.53) | −4.87 (−8.12, −1.62) | ||
| change at 12 mo | −5.40 (2.57) | −3.38 (2.70) | −2.62 (2.77) | −3.80 (1.55) | −4.52 (−7.80, −1.25) | ||
| change at 18 mo | −0.89 (2.64) | −2.08 (2.84) | 1.31 (2.74) | −0.44 (1.58) | −1.17 (−4.52, 2.18) | ||
| change at 24 mo | −8.35 (2.57) | −0.41 (2.72) | −6.42 (2.71) | 0.233 | −5.14 (1.54) | −5.87 (−9.14, −2.60) | 0.001 |
| HOMA-IR | |||||||
| Baseline | 4.18 (0.39) | 4.89 (0.55) | 4.44 (0.30) | 4.49 (0.25) | reference | ||
| change at 6 mo | 0.41 (0.49) | 0.05 (0.52) | 0.87 (0.53) | 0.44 (0.30) | 0.39 (−0.28, 1.05) | ||
| change at 12 mo | 1.40 (0.50) | 0.34 (0.52) | 1.31 (0.54) | 1.02 (0.30) | 0.97 (0.30, 1.64) | ||
| change at 18 mo | 1.28 (0.52) | 0.34 (0.56) | 1.50 (0.53) | 1.05 (0.31) | 1.00 (0.32, 1.69) | ||
| change at 24 mo | 2.41 (0.50) | 1.97 (0.53) | 2.20 (0.53) | 0.940 | 2.19 (0.30) | 2.14 (1.47, 2.81) | <0.001 |
Abbreviations: BMI, body mass index; FMI, fat mass index; FFMI, fat-free mass index; AST, aspartate aminotransferase; ALT, alanine aminotransferase; TG, triglyceride; HDL-C, high-density lipoprotein cholesterol; LDL-C, low-density lipoprotein cholesterol; HOMA-IR, homeostasis model assessment for insulin resistance. Baseline values are presented as observed mean (standard error); change from baseline values are estimated mean (standard error) from the mixed effects linear regression model adjusted for sex, age, attendance rate, calorie intake, and physical activity (METS). p a group × time interaction effect; p b main effect of treatment phase.
Changes in BMI z score, body composition, and cardiometabolic risk markers according to sex.
| Female ( | Male ( | |||
|---|---|---|---|---|
| Baseline | Post (24 Months) | Baseline | Post (24 Months) | |
| BMI z score | 2.43 (0.08) | 2.39 (0.11) | 2.23 (0.06) | 2.16 (0.08) * |
| Body fat % | 41.83 (0.66) | 41.13 (0.72) | 41.95 (0.50) | 39.58 (0.75) *** |
| FMI | 11.38 (0.36) | 11.97 (0.47) *** | 12.02 (0.32) | 11.95 (0.38) |
| FFMI | 15.71 (0.32) | 16.77 (0.33) *** | 16.50 (0.28) | 17.94 (0.31) *** |
| AST (U/L) | 24.74 (2.67) | 23.88 (3.11) | 30.70 (2.52) | 23.09 (1.71) ** |
| ALT (U/L) | 26.81 (5.05) | 26.98 (5.26) | 42.10 (5.42) | 32.60 (3.81) |
| TG (mg/dL) | 120.58 (7.78) | 114.33 (7.82) | 110.06 (6.43) | 115.20 (7.87) |
| HDL (mg/dL) | 49.02 (1.76) | 52.09 (1.84) * | 49.72 (1.27) | 48.91 (1.41) |
| LDL (mg/dL) | 114.58 (2.82) | 114.42 (4.36) | 112.31 (2.85) | 102.78 (2.93) *** |
| HOMA-IR | 4.05 (0.24) | 6.67 (0.81) *** | 4.78 (0.37) | 6.57 (0.47) *** |
Abbreviations: BMI, body mass index; FMI, fat mass index; FFMI, fat-free mass index; AST, aspartate aminotransferase; ALT, alanine aminotransferase; TG, triglyceride; HDL-C, high-density lipoprotein cholesterol; LDL-C, low-density lipoprotein cholesterol; HOMA-IR, homeostasis model assessment for insulin resistance. Values presented as mean (standard error). Difference from baseline to post-treatment (mixed effects linear regression model adjusted for age, attendance rate, calorie intake, physical activity (METS), and intervention groups) * p < 0.05, ** p < 0.01, *** p < 0.001.